2022-08-20 00:34:52,196 INFO [train.py:1020] (0/8) Training started
2022-08-20 00:34:52,203 INFO [train.py:1030] (0/8) Device: cuda:0
2022-08-20 00:34:52,207 INFO [train.py:1039] (0/8) {'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] (0/8) About to create model
2022-08-20 00:34:52,671 INFO [train.py:460] (0/8) Use giga
2022-08-20 00:34:52,726 INFO [train.py:1045] (0/8) Number of model parameters: 86241344
2022-08-20 00:34:58,893 INFO [train.py:1060] (0/8) Using DDP
2022-08-20 00:34:59,673 INFO [librispeech.py:43] (0/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,677 INFO [librispeech.py:48] (0/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,678 INFO [librispeech.py:53] (0/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,680 INFO [train.py:1104] (0/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,680 INFO [gigaspeech.py:46] (0/8) About to get train-XL cuts
2022-08-20 00:34:59,792 INFO [gigaspeech.py:62] (0/8) Loading 1998 splits
2022-08-20 00:35:10,672 INFO [asr_datamodule.py:168] (0/8) Enable MUSAN
2022-08-20 00:35:10,672 INFO [asr_datamodule.py:180] (0/8) Enable SpecAugment
2022-08-20 00:35:10,672 INFO [asr_datamodule.py:181] (0/8) Time warp factor: 80
2022-08-20 00:35:10,672 INFO [asr_datamodule.py:196] (0/8) About to create train dataset
2022-08-20 00:35:10,672 INFO [asr_datamodule.py:227] (0/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,591 INFO [asr_datamodule.py:236] (0/8) About to create train dataloader
2022-08-20 00:35:13,592 INFO [asr_datamodule.py:168] (0/8) Enable MUSAN
2022-08-20 00:35:13,592 INFO [asr_datamodule.py:180] (0/8) Enable SpecAugment
2022-08-20 00:35:13,592 INFO [asr_datamodule.py:181] (0/8) Time warp factor: 80
2022-08-20 00:35:13,592 INFO [asr_datamodule.py:196] (0/8) About to create train dataset
2022-08-20 00:35:13,592 INFO [asr_datamodule.py:227] (0/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,284 INFO [asr_datamodule.py:236] (0/8) About to create train dataloader
2022-08-20 00:35:17,285 INFO [librispeech.py:68] (0/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,286 INFO [librispeech.py:73] (0/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,287 INFO [asr_datamodule.py:249] (0/8) About to create dev dataset
2022-08-20 00:35:17,621 INFO [asr_datamodule.py:270] (0/8) About to create dev dataloader
2022-08-20 00:35:17,622 INFO [train.py:1156] (0/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,310 INFO [train.py:927] (0/8) Epoch 1, batch 50, giga_loss[loss=0.5797, simple_loss=1.159, pruned_loss=7.764, over 12313.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03056, over 48.00 utterances.], tot_loss[loss=0.8593, simple_loss=1.719, pruned_loss=7.729, over 547685.62 frames. utt_duration=614 frames, utt_pad_proportion=0.05057, over 3577.04 utterances.], libri_tot_loss[loss=1.163, simple_loss=2.327, pruned_loss=7.288, over 108709.07 frames. utt_duration=1580 frames, utt_pad_proportion=0.01098, over 275.43 utterances.], giga_tot_loss[loss=0.8053, simple_loss=1.611, pruned_loss=7.818, over 459202.05 frames. utt_duration=544 frames, utt_pad_proportion=0.05339, over 3385.61 utterances.], batch size: 48, lr: 3.00e-03
2022-08-20 00:39:05,818 INFO [train.py:927] (0/8) Epoch 1, batch 100, giga_loss[loss=0.4482, simple_loss=0.8963, pruned_loss=7.354, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.6594, simple_loss=1.319, pruned_loss=7.605, over 975117.44 frames. utt_duration=584.9 frames, utt_pad_proportion=0.04781, over 6685.90 utterances.], libri_tot_loss[loss=0.9942, simple_loss=1.988, pruned_loss=7.478, over 155688.81 frames. utt_duration=1566 frames, utt_pad_proportion=0.01199, over 398.01 utterances.], giga_tot_loss[loss=0.6234, simple_loss=1.247, pruned_loss=7.617, over 874473.80 frames. utt_duration=537.4 frames, utt_pad_proportion=0.04955, over 6526.53 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:40:44,368 INFO [train.py:927] (0/8) Epoch 1, batch 150, giga_loss[loss=0.3844, simple_loss=0.7688, pruned_loss=7.208, over 12181.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03735, over 28.00 utterances.], tot_loss[loss=0.5608, simple_loss=1.122, pruned_loss=7.481, over 1307636.81 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05696, over 9187.10 utterances.], libri_tot_loss[loss=0.8453, simple_loss=1.691, pruned_loss=7.592, over 224319.57 frames. utt_duration=1511 frames, utt_pad_proportion=0.01254, over 594.40 utterances.], giga_tot_loss[loss=0.5354, simple_loss=1.071, pruned_loss=7.462, over 1191365.04 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05903, over 9094.24 utterances.], batch size: 28, lr: 3.00e-03
2022-08-20 00:42:21,808 INFO [train.py:927] (0/8) Epoch 1, batch 200, giga_loss[loss=0.4048, simple_loss=0.8097, pruned_loss=6.812, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.5016, simple_loss=1.003, pruned_loss=7.305, over 1565692.67 frames. utt_duration=548.3 frames, utt_pad_proportion=0.0647, over 11454.21 utterances.], libri_tot_loss[loss=0.7715, simple_loss=1.543, pruned_loss=7.598, over 279885.80 frames. utt_duration=1486 frames, utt_pad_proportion=0.01428, over 754.10 utterances.], giga_tot_loss[loss=0.4814, simple_loss=0.9628, pruned_loss=7.271, over 1449951.22 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06665, over 11457.32 utterances.], batch size: 80, lr: 3.00e-03
2022-08-20 00:43:59,372 INFO [train.py:927] (0/8) Epoch 1, batch 250, giga_loss[loss=0.3935, simple_loss=0.7871, pruned_loss=7.134, over 12364.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.4649, simple_loss=0.9298, pruned_loss=7.244, over 1766464.77 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06221, over 12654.43 utterances.], libri_tot_loss[loss=0.7505, simple_loss=1.501, pruned_loss=7.586, over 312757.82 frames. utt_duration=1346 frames, utt_pad_proportion=0.05569, over 930.45 utterances.], giga_tot_loss[loss=0.4467, simple_loss=0.8935, pruned_loss=7.213, over 1664192.11 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06172, over 12654.20 utterances.], batch size: 70, lr: 3.00e-03
2022-08-20 00:45:35,509 INFO [train.py:927] (0/8) Epoch 1, batch 300, giga_loss[loss=0.3711, simple_loss=0.7421, pruned_loss=6.746, over 12377.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.4419, simple_loss=0.8837, pruned_loss=7.182, over 1923266.60 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06696, over 14089.65 utterances.], libri_tot_loss[loss=0.6926, simple_loss=1.385, pruned_loss=7.537, over 387257.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.0751, over 1225.96 utterances.], giga_tot_loss[loss=0.4257, simple_loss=0.8514, pruned_loss=7.15, over 1821155.11 frames. utt_duration=514 frames, utt_pad_proportion=0.06508, over 14212.56 utterances.], batch size: 259, lr: 3.00e-03
2022-08-20 00:47:16,041 INFO [train.py:927] (0/8) Epoch 1, batch 350, giga_loss[loss=0.3417, simple_loss=0.6833, pruned_loss=6.886, over 12383.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04497, over 146.00 utterances.], tot_loss[loss=0.4205, simple_loss=0.841, pruned_loss=7.113, over 2045033.21 frames. utt_duration=541 frames, utt_pad_proportion=0.06462, over 15162.46 utterances.], libri_tot_loss[loss=0.6792, simple_loss=1.358, pruned_loss=7.518, over 408063.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.0714, over 1284.54 utterances.], giga_tot_loss[loss=0.4073, simple_loss=0.8147, pruned_loss=7.085, over 1960446.85 frames. utt_duration=513 frames, utt_pad_proportion=0.0635, over 15330.86 utterances.], batch size: 146, lr: 3.00e-03
2022-08-20 00:48:57,715 INFO [train.py:927] (0/8) Epoch 1, batch 400, giga_loss[loss=0.3303, simple_loss=0.6606, pruned_loss=6.796, over 12365.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04284, over 133.00 utterances.], tot_loss[loss=0.4038, simple_loss=0.8075, pruned_loss=7.065, over 2140051.45 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06514, over 16406.73 utterances.], libri_tot_loss[loss=0.6614, simple_loss=1.323, pruned_loss=7.493, over 438644.82 frames. utt_duration=1288 frames, utt_pad_proportion=0.06673, over 1363.89 utterances.], giga_tot_loss[loss=0.3924, simple_loss=0.7848, pruned_loss=7.04, over 2068396.09 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06465, over 16670.04 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:50:39,322 INFO [train.py:927] (0/8) Epoch 1, batch 450, giga_loss[loss=0.3349, simple_loss=0.6698, pruned_loss=7.006, over 12331.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03427, over 51.00 utterances.], tot_loss[loss=0.39, simple_loss=0.78, pruned_loss=7.035, over 2214131.49 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06512, over 16351.31 utterances.], libri_tot_loss[loss=0.635, simple_loss=1.27, pruned_loss=7.441, over 488986.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.08174, over 1582.11 utterances.], giga_tot_loss[loss=0.3796, simple_loss=0.7592, pruned_loss=7.015, over 2150391.39 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06348, over 16699.59 utterances.], batch size: 51, lr: 2.99e-03
2022-08-20 00:52:18,568 INFO [train.py:927] (0/8) Epoch 1, batch 500, giga_loss[loss=0.3762, simple_loss=0.7525, pruned_loss=7.084, over 12307.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03583, over 51.00 utterances.], tot_loss[loss=0.3888, simple_loss=0.7776, pruned_loss=7.041, over 2272137.09 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06554, over 16464.08 utterances.], libri_tot_loss[loss=0.6195, simple_loss=1.239, pruned_loss=7.404, over 528316.75 frames. utt_duration=1197 frames, utt_pad_proportion=0.0963, over 1768.41 utterances.], giga_tot_loss[loss=0.3791, simple_loss=0.7583, pruned_loss=7.025, over 2217491.67 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06278, over 16839.43 utterances.], batch size: 51, lr: 2.99e-03
2022-08-20 00:53:58,314 INFO [train.py:927] (0/8) Epoch 1, batch 550, libri_loss[loss=0.422, simple_loss=0.844, pruned_loss=6.928, over 12458.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03179, over 46.00 utterances.], tot_loss[loss=0.3948, simple_loss=0.7896, pruned_loss=7.072, over 2316371.45 frames. utt_duration=549.5 frames, utt_pad_proportion=0.07091, over 16908.83 utterances.], libri_tot_loss[loss=0.5906, simple_loss=1.181, pruned_loss=7.342, over 604480.95 frames. utt_duration=1176 frames, utt_pad_proportion=0.09989, over 2059.27 utterances.], giga_tot_loss[loss=0.3854, simple_loss=0.7709, pruned_loss=7.062, over 2265947.57 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06763, over 17476.00 utterances.], batch size: 46, lr: 2.99e-03
2022-08-20 00:55:40,010 INFO [train.py:927] (0/8) Epoch 1, batch 600, giga_loss[loss=0.3866, simple_loss=0.7732, pruned_loss=7.229, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04035, over 133.00 utterances.], tot_loss[loss=0.3919, simple_loss=0.7838, pruned_loss=7.11, over 2350824.70 frames. utt_duration=548 frames, utt_pad_proportion=0.0684, over 17207.44 utterances.], libri_tot_loss[loss=0.5811, simple_loss=1.162, pruned_loss=7.311, over 632502.74 frames. utt_duration=1185 frames, utt_pad_proportion=0.09557, over 2137.94 utterances.], giga_tot_loss[loss=0.384, simple_loss=0.7681, pruned_loss=7.108, over 2309001.62 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06621, over 17796.12 utterances.], batch size: 133, lr: 2.99e-03
2022-08-20 00:57:20,673 INFO [train.py:927] (0/8) Epoch 1, batch 650, giga_loss[loss=0.3412, simple_loss=0.6825, pruned_loss=7.284, over 12381.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.3827, simple_loss=0.7654, pruned_loss=7.139, over 2377720.39 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07491, over 18409.36 utterances.], libri_tot_loss[loss=0.5749, simple_loss=1.15, pruned_loss=7.283, over 659953.73 frames. utt_duration=1183 frames, utt_pad_proportion=0.09387, over 2234.39 utterances.], giga_tot_loss[loss=0.3753, simple_loss=0.7506, pruned_loss=7.142, over 2343260.21 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07314, over 18990.03 utterances.], batch size: 212, lr: 2.99e-03
2022-08-20 00:59:00,647 INFO [train.py:927] (0/8) Epoch 1, batch 700, giga_loss[loss=0.3226, simple_loss=0.6453, pruned_loss=7.194, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0323, over 85.00 utterances.], tot_loss[loss=0.373, simple_loss=0.7461, pruned_loss=7.165, over 2398931.34 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06844, over 17882.91 utterances.], libri_tot_loss[loss=0.5653, simple_loss=1.131, pruned_loss=7.247, over 704636.63 frames. utt_duration=1199 frames, utt_pad_proportion=0.08759, over 2354.22 utterances.], giga_tot_loss[loss=0.3652, simple_loss=0.7305, pruned_loss=7.174, over 2369714.38 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06773, over 18587.19 utterances.], batch size: 85, lr: 2.99e-03
2022-08-20 01:00:42,641 INFO [train.py:927] (0/8) Epoch 1, batch 750, giga_loss[loss=0.2896, simple_loss=0.5792, pruned_loss=7.346, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03104, over 58.00 utterances.], tot_loss[loss=0.3639, simple_loss=0.7278, pruned_loss=7.195, over 2415459.47 frames. utt_duration=535.7 frames, utt_pad_proportion=0.07185, over 18087.65 utterances.], libri_tot_loss[loss=0.552, simple_loss=1.104, pruned_loss=7.221, over 756689.74 frames. utt_duration=1211 frames, utt_pad_proportion=0.08296, over 2501.86 utterances.], giga_tot_loss[loss=0.356, simple_loss=0.7121, pruned_loss=7.207, over 2390573.66 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07158, over 18939.30 utterances.], batch size: 58, lr: 2.98e-03
2022-08-20 01:02:24,146 INFO [train.py:927] (0/8) Epoch 1, batch 800, giga_loss[loss=0.2932, simple_loss=0.5863, pruned_loss=7.367, over 12438.00 frames. utt_duration=859.2 frames, utt_pad_proportion=0.02584, over 58.00 utterances.], tot_loss[loss=0.3513, simple_loss=0.7027, pruned_loss=7.219, over 2428623.51 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07574, over 18654.17 utterances.], libri_tot_loss[loss=0.5501, simple_loss=1.1, pruned_loss=7.215, over 765340.29 frames. utt_duration=1174 frames, utt_pad_proportion=0.09576, over 2611.35 utterances.], giga_tot_loss[loss=0.3448, simple_loss=0.6895, pruned_loss=7.231, over 2408871.87 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07382, over 19294.87 utterances.], batch size: 58, lr: 2.98e-03
2022-08-20 01:04:04,043 INFO [train.py:927] (0/8) Epoch 1, batch 850, giga_loss[loss=0.2826, simple_loss=0.5652, pruned_loss=7.379, over 12165.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03981, over 33.00 utterances.], tot_loss[loss=0.3377, simple_loss=0.6754, pruned_loss=7.247, over 2438400.79 frames. utt_duration=544.5 frames, utt_pad_proportion=0.07438, over 17960.60 utterances.], libri_tot_loss[loss=0.5465, simple_loss=1.093, pruned_loss=7.203, over 782205.81 frames. utt_duration=1180 frames, utt_pad_proportion=0.09339, over 2655.13 utterances.], giga_tot_loss[loss=0.3317, simple_loss=0.6633, pruned_loss=7.26, over 2422670.08 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0731, over 18563.13 utterances.], batch size: 33, lr: 2.98e-03
2022-08-20 01:05:45,230 INFO [train.py:927] (0/8) Epoch 1, batch 900, giga_loss[loss=0.2997, simple_loss=0.5995, pruned_loss=7.233, over 12425.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.6588, pruned_loss=7.256, over 2445395.98 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06912, over 17404.07 utterances.], libri_tot_loss[loss=0.5349, simple_loss=1.07, pruned_loss=7.162, over 832190.88 frames. utt_duration=1194 frames, utt_pad_proportion=0.08729, over 2790.83 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.6451, pruned_loss=7.28, over 2432054.06 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06885, over 18152.85 utterances.], batch size: 133, lr: 2.98e-03
2022-08-20 01:07:26,115 INFO [train.py:927] (0/8) Epoch 1, batch 950, giga_loss[loss=0.2773, simple_loss=0.5547, pruned_loss=7.326, over 12290.00 frames. utt_duration=848.7 frames, utt_pad_proportion=0.03773, over 58.00 utterances.], tot_loss[loss=0.3198, simple_loss=0.6396, pruned_loss=7.265, over 2451146.23 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06984, over 17442.46 utterances.], libri_tot_loss[loss=0.5317, simple_loss=1.063, pruned_loss=7.15, over 848536.69 frames. utt_duration=1203 frames, utt_pad_proportion=0.0856, over 2823.85 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.627, pruned_loss=7.288, over 2440465.04 frames. utt_duration=540 frames, utt_pad_proportion=0.06978, over 18128.28 utterances.], batch size: 58, lr: 2.97e-03
2022-08-20 01:09:06,030 INFO [train.py:927] (0/8) Epoch 1, batch 1000, giga_loss[loss=0.272, simple_loss=0.5439, pruned_loss=7.344, over 12414.00 frames. utt_duration=710.6 frames, utt_pad_proportion=0.02526, over 70.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.6255, pruned_loss=7.26, over 2456875.76 frames. utt_duration=562.7 frames, utt_pad_proportion=0.07035, over 17510.79 utterances.], libri_tot_loss[loss=0.5214, simple_loss=1.043, pruned_loss=7.119, over 896708.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.08119, over 2947.75 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.6106, pruned_loss=7.292, over 2447731.93 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07074, over 18346.84 utterances.], batch size: 70, lr: 2.97e-03
2022-08-20 01:10:43,956 INFO [train.py:927] (0/8) Epoch 1, batch 1050, libri_loss[loss=0.4136, simple_loss=0.8273, pruned_loss=6.683, over 12444.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01003, over 39.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.6094, pruned_loss=7.257, over 2459911.49 frames. utt_duration=602.5 frames, utt_pad_proportion=0.06551, over 16372.65 utterances.], libri_tot_loss[loss=0.5023, simple_loss=1.005, pruned_loss=7.078, over 958394.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.07584, over 3109.93 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.5954, pruned_loss=7.303, over 2452225.18 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06678, over 17414.02 utterances.], batch size: 39, lr: 2.97e-03
2022-08-20 01:12:26,808 INFO [train.py:927] (0/8) Epoch 1, batch 1100, giga_loss[loss=0.2479, simple_loss=0.4957, pruned_loss=7.258, over 12356.00 frames. utt_duration=442.6 frames, utt_pad_proportion=0.03151, over 112.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.5913, pruned_loss=7.249, over 2463346.04 frames. utt_duration=562.3 frames, utt_pad_proportion=0.07391, over 17568.68 utterances.], libri_tot_loss[loss=0.4805, simple_loss=0.9609, pruned_loss=7.041, over 1025151.49 frames. utt_duration=1226 frames, utt_pad_proportion=0.08081, over 3347.62 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.5802, pruned_loss=7.307, over 2456692.10 frames. utt_duration=525.3 frames, utt_pad_proportion=0.0735, over 18761.51 utterances.], batch size: 112, lr: 2.96e-03
2022-08-20 01:14:07,683 INFO [train.py:927] (0/8) Epoch 1, batch 1150, libri_loss[loss=0.2985, simple_loss=0.597, pruned_loss=6.833, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006087, over 34.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.569, pruned_loss=7.247, over 2465676.85 frames. utt_duration=548 frames, utt_pad_proportion=0.07497, over 18046.87 utterances.], libri_tot_loss[loss=0.4723, simple_loss=0.9445, pruned_loss=7.027, over 1060819.85 frames. utt_duration=1202 frames, utt_pad_proportion=0.0861, over 3534.72 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.5576, pruned_loss=7.304, over 2460334.78 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07359, over 19175.45 utterances.], batch size: 34, lr: 2.96e-03
2022-08-20 01:15:47,214 INFO [train.py:927] (0/8) Epoch 1, batch 1200, libri_loss[loss=0.3025, simple_loss=0.6049, pruned_loss=6.847, over 12453.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009375, over 39.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.5528, pruned_loss=7.239, over 2467427.64 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07324, over 18495.04 utterances.], libri_tot_loss[loss=0.458, simple_loss=0.9161, pruned_loss=7.005, over 1116049.67 frames. utt_duration=1211 frames, utt_pad_proportion=0.08113, over 3691.34 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.5414, pruned_loss=7.303, over 2463118.35 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07298, over 19814.32 utterances.], batch size: 39, lr: 2.96e-03
2022-08-20 01:17:27,574 INFO [train.py:927] (0/8) Epoch 1, batch 1250, giga_loss[loss=0.2354, simple_loss=0.4708, pruned_loss=7.364, over 12306.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02447, over 54.00 utterances.], tot_loss[loss=0.269, simple_loss=0.5379, pruned_loss=7.256, over 2467953.00 frames. utt_duration=538.5 frames, utt_pad_proportion=0.07251, over 18383.53 utterances.], libri_tot_loss[loss=0.4502, simple_loss=0.9004, pruned_loss=6.994, over 1142656.89 frames. utt_duration=1222 frames, utt_pad_proportion=0.07889, over 3745.07 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.5287, pruned_loss=7.316, over 2464756.63 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07272, over 19668.30 utterances.], batch size: 54, lr: 2.95e-03
2022-08-20 01:19:09,501 INFO [train.py:927] (0/8) Epoch 1, batch 1300, giga_loss[loss=0.2183, simple_loss=0.4365, pruned_loss=7.303, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.5214, pruned_loss=7.263, over 2469404.77 frames. utt_duration=546 frames, utt_pad_proportion=0.0668, over 18140.14 utterances.], libri_tot_loss[loss=0.4449, simple_loss=0.8898, pruned_loss=6.987, over 1162734.84 frames. utt_duration=1226 frames, utt_pad_proportion=0.07706, over 3799.64 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.5135, pruned_loss=7.318, over 2466627.14 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06756, over 19303.69 utterances.], batch size: 98, lr: 2.95e-03
2022-08-20 01:20:49,455 INFO [train.py:927] (0/8) Epoch 1, batch 1350, giga_loss[loss=0.2139, simple_loss=0.4278, pruned_loss=7.36, over 12259.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02717, over 54.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.5042, pruned_loss=7.272, over 2469578.16 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06154, over 16983.08 utterances.], libri_tot_loss[loss=0.4436, simple_loss=0.8872, pruned_loss=6.98, over 1175861.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.07586, over 3826.57 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.4958, pruned_loss=7.321, over 2467306.46 frames. utt_duration=550 frames, utt_pad_proportion=0.06266, over 17994.42 utterances.], batch size: 54, lr: 2.95e-03
2022-08-20 01:22:31,282 INFO [train.py:927] (0/8) Epoch 1, batch 1400, giga_loss[loss=0.229, simple_loss=0.458, pruned_loss=7.373, over 12326.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.253, simple_loss=0.506, pruned_loss=7.277, over 2469948.85 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06073, over 17028.46 utterances.], libri_tot_loss[loss=0.4456, simple_loss=0.8912, pruned_loss=6.971, over 1207918.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.07294, over 3895.19 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.4886, pruned_loss=7.326, over 2468104.52 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06211, over 18076.73 utterances.], batch size: 51, lr: 2.94e-03
2022-08-20 01:24:09,750 INFO [train.py:927] (0/8) Epoch 1, batch 1450, giga_loss[loss=0.2101, simple_loss=0.4202, pruned_loss=7.387, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.4953, pruned_loss=7.276, over 2470255.00 frames. utt_duration=612 frames, utt_pad_proportion=0.05609, over 16186.01 utterances.], libri_tot_loss[loss=0.4376, simple_loss=0.8753, pruned_loss=6.963, over 1250909.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.06933, over 3999.58 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.4767, pruned_loss=7.329, over 2469209.48 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05809, over 17332.87 utterances.], batch size: 97, lr: 2.94e-03
2022-08-20 01:25:52,402 INFO [train.py:927] (0/8) Epoch 1, batch 1500, giga_loss[loss=0.1967, simple_loss=0.3935, pruned_loss=7.401, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03443, over 40.00 utterances.], tot_loss[loss=0.239, simple_loss=0.4779, pruned_loss=7.28, over 2470454.75 frames. utt_duration=643 frames, utt_pad_proportion=0.05154, over 15404.88 utterances.], libri_tot_loss[loss=0.4279, simple_loss=0.8557, pruned_loss=6.952, over 1286975.97 frames. utt_duration=1262 frames, utt_pad_proportion=0.06662, over 4084.64 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.4618, pruned_loss=7.336, over 2469683.44 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05394, over 16565.08 utterances.], batch size: 40, lr: 2.94e-03
2022-08-20 01:27:34,513 INFO [train.py:927] (0/8) Epoch 1, batch 1550, giga_loss[loss=0.307, simple_loss=0.614, pruned_loss=7.334, over 12361.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.4727, pruned_loss=7.284, over 2470406.26 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05438, over 15910.17 utterances.], libri_tot_loss[loss=0.4225, simple_loss=0.845, pruned_loss=6.945, over 1310453.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.06476, over 4132.62 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.458, pruned_loss=7.338, over 2469820.84 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05637, over 16992.20 utterances.], batch size: 257, lr: 2.93e-03
2022-08-20 01:29:15,458 INFO [train.py:927] (0/8) Epoch 1, batch 1600, giga_loss[loss=0.2557, simple_loss=0.5115, pruned_loss=7.376, over 12243.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03768, over 28.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.4788, pruned_loss=7.289, over 2471622.87 frames. utt_duration=600.7 frames, utt_pad_proportion=0.0597, over 16498.50 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.8366, pruned_loss=6.938, over 1333571.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.078, over 4361.81 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.4648, pruned_loss=7.34, over 2471082.15 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05803, over 17372.00 utterances.], batch size: 28, lr: 2.93e-03
2022-08-20 01:30:57,706 INFO [train.py:927] (0/8) Epoch 1, batch 1650, giga_loss[loss=0.2631, simple_loss=0.5262, pruned_loss=7.309, over 12376.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.5042, pruned_loss=7.289, over 2472891.98 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05926, over 17212.35 utterances.], libri_tot_loss[loss=0.4264, simple_loss=0.8527, pruned_loss=6.932, over 1361652.65 frames. utt_duration=1231 frames, utt_pad_proportion=0.07526, over 4428.98 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.4763, pruned_loss=7.341, over 2472565.23 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05842, over 18123.78 utterances.], batch size: 58, lr: 2.92e-03
2022-08-20 01:32:39,476 INFO [train.py:927] (0/8) Epoch 1, batch 1700, giga_loss[loss=0.2513, simple_loss=0.5027, pruned_loss=7.446, over 12359.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.5092, pruned_loss=7.305, over 2472565.49 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06219, over 18009.76 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.8427, pruned_loss=6.926, over 1383329.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.07447, over 4514.52 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.486, pruned_loss=7.356, over 2472654.79 frames. utt_duration=525 frames, utt_pad_proportion=0.06149, over 18891.41 utterances.], batch size: 91, lr: 2.92e-03
2022-08-20 01:34:20,212 INFO [train.py:927] (0/8) Epoch 1, batch 1750, giga_loss[loss=0.1995, simple_loss=0.399, pruned_loss=7.342, over 12327.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03213, over 58.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.5015, pruned_loss=7.302, over 2472554.73 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06133, over 18161.21 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.8316, pruned_loss=6.92, over 1404791.39 frames. utt_duration=1234 frames, utt_pad_proportion=0.07249, over 4558.91 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.4827, pruned_loss=7.353, over 2472780.10 frames. utt_duration=520 frames, utt_pad_proportion=0.06115, over 19077.85 utterances.], batch size: 58, lr: 2.91e-03
2022-08-20 01:36:02,693 INFO [train.py:927] (0/8) Epoch 1, batch 1800, giga_loss[loss=0.245, simple_loss=0.49, pruned_loss=7.401, over 12399.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.4925, pruned_loss=7.318, over 2473306.91 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06053, over 18258.28 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.8316, pruned_loss=6.92, over 1404791.39 frames. utt_duration=1234 frames, utt_pad_proportion=0.07249, over 4558.91 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.4778, pruned_loss=7.358, over 2473482.32 frames. utt_duration=523 frames, utt_pad_proportion=0.06043, over 18971.71 utterances.], batch size: 113, lr: 2.91e-03
2022-08-20 01:37:44,987 INFO [train.py:927] (0/8) Epoch 1, batch 1850, giga_loss[loss=0.2407, simple_loss=0.4815, pruned_loss=7.428, over 12439.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.4946, pruned_loss=7.323, over 2472463.75 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05893, over 17615.06 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.8274, pruned_loss=6.914, over 1425408.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.07061, over 4604.45 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.4792, pruned_loss=7.364, over 2473083.70 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05924, over 18372.66 utterances.], batch size: 105, lr: 2.91e-03
2022-08-20 01:39:26,537 INFO [train.py:927] (0/8) Epoch 1, batch 1900, giga_loss[loss=0.2467, simple_loss=0.4935, pruned_loss=7.434, over 12438.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03508, over 86.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.4977, pruned_loss=7.325, over 2473568.13 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05788, over 17734.62 utterances.], libri_tot_loss[loss=0.4135, simple_loss=0.827, pruned_loss=6.91, over 1441011.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.06923, over 4637.27 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.4814, pruned_loss=7.364, over 2474076.02 frames. utt_duration=537.1 frames, utt_pad_proportion=0.0584, over 18475.66 utterances.], batch size: 86, lr: 2.90e-03
2022-08-20 01:41:06,691 INFO [train.py:927] (0/8) Epoch 1, batch 1950, giga_loss[loss=0.2476, simple_loss=0.4951, pruned_loss=7.336, over 12406.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05607, over 162.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.4993, pruned_loss=7.32, over 2473636.38 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05938, over 18026.78 utterances.], libri_tot_loss[loss=0.4052, simple_loss=0.8104, pruned_loss=6.9, over 1486683.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.06548, over 4741.75 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.4821, pruned_loss=7.375, over 2473941.78 frames. utt_duration=520.8 frames, utt_pad_proportion=0.0604, over 19057.19 utterances.], batch size: 162, lr: 2.90e-03
2022-08-20 01:42:50,792 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-2000.pt
2022-08-20 01:42:56,716 INFO [train.py:927] (0/8) Epoch 1, batch 2000, giga_loss[loss=0.2314, simple_loss=0.4628, pruned_loss=7.475, over 12328.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03149, over 70.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.4925, pruned_loss=7.327, over 2473086.69 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05688, over 17409.22 utterances.], libri_tot_loss[loss=0.3979, simple_loss=0.7957, pruned_loss=6.895, over 1515661.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.06301, over 4810.57 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.4784, pruned_loss=7.385, over 2473566.35 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05836, over 18523.13 utterances.], batch size: 70, lr: 2.89e-03
2022-08-20 01:44:37,833 INFO [train.py:927] (0/8) Epoch 1, batch 2050, giga_loss[loss=0.2355, simple_loss=0.4709, pruned_loss=7.344, over 12407.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.243, simple_loss=0.4859, pruned_loss=7.335, over 2473071.56 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05989, over 17097.59 utterances.], libri_tot_loss[loss=0.3954, simple_loss=0.7908, pruned_loss=6.892, over 1525057.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.06229, over 4838.42 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.4749, pruned_loss=7.386, over 2473568.68 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06105, over 18053.41 utterances.], batch size: 161, lr: 2.89e-03
2022-08-20 01:46:20,794 INFO [train.py:927] (0/8) Epoch 1, batch 2100, giga_loss[loss=0.2077, simple_loss=0.4153, pruned_loss=7.415, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03418, over 40.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.4865, pruned_loss=7.344, over 2473474.90 frames. utt_duration=565.5 frames, utt_pad_proportion=0.0617, over 17540.68 utterances.], libri_tot_loss[loss=0.397, simple_loss=0.794, pruned_loss=6.89, over 1534207.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.0616, over 4851.01 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.4735, pruned_loss=7.389, over 2474116.69 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06268, over 18384.00 utterances.], batch size: 40, lr: 2.88e-03
2022-08-20 01:48:00,836 INFO [train.py:927] (0/8) Epoch 1, batch 2150, libri_loss[loss=0.2311, simple_loss=0.4621, pruned_loss=6.788, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007035, over 32.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.4868, pruned_loss=7.325, over 2472610.63 frames. utt_duration=595 frames, utt_pad_proportion=0.06171, over 16663.99 utterances.], libri_tot_loss[loss=0.3933, simple_loss=0.7867, pruned_loss=6.883, over 1571032.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.06031, over 4951.63 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.4701, pruned_loss=7.381, over 2473178.29 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06284, over 17687.43 utterances.], batch size: 32, lr: 2.88e-03
2022-08-20 01:49:40,555 INFO [train.py:927] (0/8) Epoch 1, batch 2200, giga_loss[loss=0.2253, simple_loss=0.4507, pruned_loss=7.416, over 12392.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02516, over 66.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.4817, pruned_loss=7.318, over 2472661.70 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06059, over 15922.94 utterances.], libri_tot_loss[loss=0.383, simple_loss=0.766, pruned_loss=6.878, over 1610937.08 frames. utt_duration=1273 frames, utt_pad_proportion=0.05834, over 5069.08 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.4682, pruned_loss=7.383, over 2473002.11 frames. utt_duration=579.9 frames, utt_pad_proportion=0.0622, over 17102.91 utterances.], batch size: 66, lr: 2.87e-03
2022-08-20 01:51:17,918 INFO [train.py:927] (0/8) Epoch 1, batch 2250, giga_loss[loss=0.2299, simple_loss=0.4598, pruned_loss=7.386, over 12292.00 frames. utt_duration=794.7 frames, utt_pad_proportion=0.03792, over 62.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.4764, pruned_loss=7.311, over 2471993.55 frames. utt_duration=645.9 frames, utt_pad_proportion=0.05905, over 15344.77 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.751, pruned_loss=6.873, over 1644431.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.06207, over 5221.39 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.4643, pruned_loss=7.383, over 2472591.05 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05941, over 16541.02 utterances.], batch size: 62, lr: 2.86e-03
2022-08-20 01:53:03,387 INFO [train.py:927] (0/8) Epoch 1, batch 2300, giga_loss[loss=0.2041, simple_loss=0.4083, pruned_loss=7.251, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02882, over 45.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.4705, pruned_loss=7.318, over 2471725.74 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06034, over 15861.81 utterances.], libri_tot_loss[loss=0.3744, simple_loss=0.7488, pruned_loss=6.872, over 1648389.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.06172, over 5228.28 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.461, pruned_loss=7.377, over 2472334.79 frames. utt_duration=589 frames, utt_pad_proportion=0.06063, over 16831.80 utterances.], batch size: 45, lr: 2.86e-03
2022-08-20 01:54:42,336 INFO [train.py:927] (0/8) Epoch 1, batch 2350, giga_loss[loss=0.2369, simple_loss=0.4738, pruned_loss=7.35, over 12403.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06311, over 183.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.4686, pruned_loss=7.304, over 2472673.65 frames. utt_duration=637.1 frames, utt_pad_proportion=0.05924, over 15561.43 utterances.], libri_tot_loss[loss=0.3732, simple_loss=0.7464, pruned_loss=6.87, over 1668709.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.05995, over 5270.17 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.4564, pruned_loss=7.362, over 2473225.82 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06, over 16525.68 utterances.], batch size: 183, lr: 2.85e-03
2022-08-20 01:56:23,842 INFO [train.py:927] (0/8) Epoch 1, batch 2400, giga_loss[loss=0.2181, simple_loss=0.4362, pruned_loss=7.294, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.4652, pruned_loss=7.302, over 2472521.78 frames. utt_duration=621.3 frames, utt_pad_proportion=0.06237, over 15956.84 utterances.], libri_tot_loss[loss=0.372, simple_loss=0.7441, pruned_loss=6.868, over 1676888.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05927, over 5286.44 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.4544, pruned_loss=7.352, over 2472808.68 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06303, over 16798.31 utterances.], batch size: 70, lr: 2.85e-03
2022-08-20 01:58:06,807 INFO [train.py:927] (0/8) Epoch 1, batch 2450, giga_loss[loss=0.1921, simple_loss=0.3843, pruned_loss=7.415, over 12467.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03338, over 43.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.4642, pruned_loss=7.296, over 2473004.52 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06711, over 16466.64 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.7392, pruned_loss=6.867, over 1696271.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05765, over 5333.86 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.4524, pruned_loss=7.346, over 2473503.65 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06795, over 17348.63 utterances.], batch size: 43, lr: 2.84e-03
2022-08-20 01:59:45,950 INFO [train.py:927] (0/8) Epoch 1, batch 2500, giga_loss[loss=0.2106, simple_loss=0.4212, pruned_loss=7.349, over 12420.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03976, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.4622, pruned_loss=7.301, over 2473496.61 frames. utt_duration=593.1 frames, utt_pad_proportion=0.0673, over 16724.10 utterances.], libri_tot_loss[loss=0.3716, simple_loss=0.7432, pruned_loss=6.865, over 1707649.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.0567, over 5363.68 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.4472, pruned_loss=7.347, over 2474089.59 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06826, over 17542.28 utterances.], batch size: 123, lr: 2.84e-03
2022-08-20 02:01:28,160 INFO [train.py:927] (0/8) Epoch 1, batch 2550, giga_loss[loss=0.2266, simple_loss=0.4531, pruned_loss=7.368, over 12325.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.03091, over 66.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.4602, pruned_loss=7.298, over 2473760.91 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06695, over 17369.74 utterances.], libri_tot_loss[loss=0.366, simple_loss=0.732, pruned_loss=6.863, over 1730005.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.05502, over 5407.12 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4476, pruned_loss=7.348, over 2474560.11 frames. utt_duration=542 frames, utt_pad_proportion=0.06828, over 18314.04 utterances.], batch size: 66, lr: 2.83e-03
2022-08-20 02:03:08,194 INFO [train.py:927] (0/8) Epoch 1, batch 2600, giga_loss[loss=0.2392, simple_loss=0.4785, pruned_loss=7.448, over 12426.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.4583, pruned_loss=7.301, over 2474628.94 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06367, over 17427.60 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.7243, pruned_loss=6.864, over 1748681.42 frames. utt_duration=1280 frames, utt_pad_proportion=0.05395, over 5469.23 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.4471, pruned_loss=7.351, over 2475035.96 frames. utt_duration=539.5 frames, utt_pad_proportion=0.0653, over 18400.83 utterances.], batch size: 133, lr: 2.83e-03
2022-08-20 02:04:47,706 INFO [train.py:927] (0/8) Epoch 1, batch 2650, giga_loss[loss=0.2604, simple_loss=0.5208, pruned_loss=7.204, over 12363.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04695, over 146.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.4721, pruned_loss=7.285, over 2474168.27 frames. utt_duration=561 frames, utt_pad_proportion=0.06387, over 17687.95 utterances.], libri_tot_loss[loss=0.3664, simple_loss=0.7329, pruned_loss=6.861, over 1773043.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05868, over 5616.94 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.4484, pruned_loss=7.342, over 2475110.77 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06393, over 18730.50 utterances.], batch size: 146, lr: 2.82e-03
2022-08-20 02:06:28,567 INFO [train.py:927] (0/8) Epoch 1, batch 2700, giga_loss[loss=0.2631, simple_loss=0.5263, pruned_loss=7.351, over 12388.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06904, over 211.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.4693, pruned_loss=7.288, over 2474604.78 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06032, over 17955.16 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.7243, pruned_loss=6.86, over 1793853.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.05804, over 5688.86 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.4489, pruned_loss=7.345, over 2475353.31 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06072, over 19053.09 utterances.], batch size: 211, lr: 2.81e-03
2022-08-20 02:08:06,203 INFO [train.py:927] (0/8) Epoch 1, batch 2750, giga_loss[loss=0.2211, simple_loss=0.4423, pruned_loss=7.377, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0461, over 31.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.4642, pruned_loss=7.295, over 2474345.86 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05982, over 17873.27 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.7154, pruned_loss=6.857, over 1810322.39 frames. utt_duration=1268 frames, utt_pad_proportion=0.05674, over 5716.35 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.448, pruned_loss=7.353, over 2475281.95 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06055, over 19006.79 utterances.], batch size: 31, lr: 2.81e-03
2022-08-20 02:09:46,452 INFO [train.py:927] (0/8) Epoch 1, batch 2800, giga_loss[loss=0.2234, simple_loss=0.4467, pruned_loss=7.501, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.4635, pruned_loss=7.308, over 2474152.30 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06085, over 17935.32 utterances.], libri_tot_loss[loss=0.3524, simple_loss=0.7048, pruned_loss=6.853, over 1833197.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.06231, over 5863.43 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.4497, pruned_loss=7.37, over 2474909.68 frames. utt_duration=520.3 frames, utt_pad_proportion=0.05984, over 19082.37 utterances.], batch size: 97, lr: 2.80e-03
2022-08-20 02:11:25,855 INFO [train.py:927] (0/8) Epoch 1, batch 2850, giga_loss[loss=0.2249, simple_loss=0.4497, pruned_loss=7.485, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.233, simple_loss=0.4659, pruned_loss=7.319, over 2473917.55 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05703, over 17585.32 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.7002, pruned_loss=6.849, over 1854840.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.06033, over 5897.70 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.4501, pruned_loss=7.387, over 2474939.29 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05695, over 18852.67 utterances.], batch size: 75, lr: 2.80e-03
2022-08-20 02:13:02,197 INFO [train.py:927] (0/8) Epoch 1, batch 2900, giga_loss[loss=0.2173, simple_loss=0.4346, pruned_loss=7.341, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03146, over 42.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.4634, pruned_loss=7.332, over 2473888.73 frames. utt_duration=564.1 frames, utt_pad_proportion=0.0593, over 17589.73 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.6951, pruned_loss=6.847, over 1870151.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.06458, over 6001.73 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.4489, pruned_loss=7.398, over 2474708.37 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05773, over 18756.51 utterances.], batch size: 42, lr: 2.79e-03
2022-08-20 02:14:42,400 INFO [train.py:927] (0/8) Epoch 1, batch 2950, giga_loss[loss=0.2463, simple_loss=0.4927, pruned_loss=7.221, over 12285.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02873, over 45.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.4556, pruned_loss=7.339, over 2473655.86 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05688, over 17160.03 utterances.], libri_tot_loss[loss=0.3444, simple_loss=0.6888, pruned_loss=6.844, over 1881794.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.06464, over 6037.17 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.4443, pruned_loss=7.402, over 2474618.59 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05567, over 18255.80 utterances.], batch size: 45, lr: 2.78e-03
2022-08-20 02:16:25,205 INFO [train.py:927] (0/8) Epoch 1, batch 3000, giga_loss[loss=7.62, simple_loss=0.429, pruned_loss=7.405, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.4478, pruned_loss=7.338, over 2473245.65 frames. utt_duration=571.8 frames, utt_pad_proportion=0.0627, over 17346.60 utterances.], libri_tot_loss[loss=0.3419, simple_loss=0.6837, pruned_loss=6.844, over 1893701.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.06337, over 6055.34 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.4379, pruned_loss=7.397, over 2473852.70 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06181, over 18404.55 utterances.], batch size: 91, lr: 2.78e-03
2022-08-20 02:16:25,211 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (0/8) Epoch 1, validation: loss=7.023, simple_loss=0.5657, pruned_loss=6.741, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 02:18:14,438 INFO [train.py:927] (0/8) Epoch 1, batch 3050, giga_loss[loss=0.3499, simple_loss=0.462, pruned_loss=1.189, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03267, over 97.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.4624, pruned_loss=6.094, over 2473323.67 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05899, over 17530.35 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.6803, pruned_loss=6.656, over 1913261.74 frames. utt_duration=1258 frames, utt_pad_proportion=0.0612, over 6091.02 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.4498, pruned_loss=6.272, over 2474188.92 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05909, over 18705.75 utterances.], batch size: 97, lr: 2.77e-03
2022-08-20 02:19:50,053 INFO [train.py:927] (0/8) Epoch 1, batch 3100, giga_loss[loss=0.3372, simple_loss=0.5063, pruned_loss=0.8402, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.4649, pruned_loss=4.959, over 2473983.63 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05729, over 17604.64 utterances.], libri_tot_loss[loss=0.3547, simple_loss=0.6805, pruned_loss=6.518, over 1924362.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06469, over 6193.81 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.4512, pruned_loss=5.177, over 2474691.59 frames. utt_duration=532.3 frames, utt_pad_proportion=0.05652, over 18647.46 utterances.], batch size: 161, lr: 2.77e-03
2022-08-20 02:21:27,168 INFO [train.py:927] (0/8) Epoch 1, batch 3150, giga_loss[loss=0.2764, simple_loss=0.4515, pruned_loss=0.5071, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.4576, pruned_loss=3.997, over 2474246.42 frames. utt_duration=568 frames, utt_pad_proportion=0.05815, over 17469.04 utterances.], libri_tot_loss[loss=0.3548, simple_loss=0.675, pruned_loss=6.346, over 1937593.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.06405, over 6241.53 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.4456, pruned_loss=4.246, over 2475155.07 frames. utt_duration=536 frames, utt_pad_proportion=0.05765, over 18523.97 utterances.], batch size: 146, lr: 2.76e-03
2022-08-20 02:23:02,288 INFO [train.py:927] (0/8) Epoch 1, batch 3200, giga_loss[loss=0.2175, simple_loss=0.3719, pruned_loss=0.3153, over 12428.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02174, over 48.00 utterances.], tot_loss[loss=0.2891, simple_loss=0.4486, pruned_loss=3.204, over 2474782.63 frames. utt_duration=572 frames, utt_pad_proportion=0.05495, over 17351.60 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.6724, pruned_loss=6.277, over 1942879.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06348, over 6242.11 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.4391, pruned_loss=3.424, over 2475558.17 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05485, over 18280.80 utterances.], batch size: 48, lr: 2.75e-03
2022-08-20 02:24:41,239 INFO [train.py:927] (0/8) Epoch 1, batch 3250, giga_loss[loss=0.2264, simple_loss=0.3963, pruned_loss=0.2828, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.4433, pruned_loss=2.579, over 2474849.00 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05446, over 17472.39 utterances.], libri_tot_loss[loss=0.3547, simple_loss=0.6686, pruned_loss=6.146, over 1953157.90 frames. utt_duration=1238 frames, utt_pad_proportion=0.06724, over 6320.03 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.4345, pruned_loss=2.788, over 2475705.86 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05329, over 18339.28 utterances.], batch size: 91, lr: 2.75e-03
2022-08-20 02:26:20,684 INFO [train.py:927] (0/8) Epoch 1, batch 3300, giga_loss[loss=0.2476, simple_loss=0.4317, pruned_loss=0.3175, over 12283.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0287, over 45.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.4403, pruned_loss=2.086, over 2474636.96 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05726, over 17905.37 utterances.], libri_tot_loss[loss=0.3561, simple_loss=0.6669, pruned_loss=5.985, over 1965723.49 frames. utt_duration=1244 frames, utt_pad_proportion=0.06577, over 6329.82 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.4295, pruned_loss=2.282, over 2475659.03 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05661, over 18851.25 utterances.], batch size: 45, lr: 2.74e-03
2022-08-20 02:27:58,684 INFO [train.py:927] (0/8) Epoch 1, batch 3350, giga_loss[loss=0.2347, simple_loss=0.418, pruned_loss=0.2574, over 12393.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02611, over 91.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.4392, pruned_loss=1.693, over 2474735.26 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05758, over 17823.13 utterances.], libri_tot_loss[loss=0.3551, simple_loss=0.6627, pruned_loss=5.853, over 1975655.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06458, over 6350.03 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.4297, pruned_loss=1.871, over 2475697.18 frames. utt_duration=529.4 frames, utt_pad_proportion=0.05734, over 18758.00 utterances.], batch size: 91, lr: 2.73e-03
2022-08-20 02:29:36,361 INFO [train.py:927] (0/8) Epoch 1, batch 3400, giga_loss[loss=0.2453, simple_loss=0.4384, pruned_loss=0.2608, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.44, pruned_loss=1.384, over 2474181.16 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06, over 18135.85 utterances.], libri_tot_loss[loss=0.3536, simple_loss=0.6585, pruned_loss=5.755, over 1982728.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.06405, over 6341.79 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.4324, pruned_loss=1.538, over 2475261.07 frames. utt_duration=521.8 frames, utt_pad_proportion=0.05981, over 19029.53 utterances.], batch size: 97, lr: 2.73e-03
2022-08-20 02:31:15,167 INFO [train.py:927] (0/8) Epoch 1, batch 3450, giga_loss[loss=0.2587, simple_loss=0.4587, pruned_loss=0.2932, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.4396, pruned_loss=1.145, over 2473745.62 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05905, over 17346.42 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.649, pruned_loss=5.503, over 2001649.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.06192, over 6352.90 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.4328, pruned_loss=1.296, over 2474978.10 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05949, over 18459.60 utterances.], batch size: 105, lr: 2.72e-03
2022-08-20 02:33:00,381 INFO [train.py:927] (0/8) Epoch 1, batch 3500, giga_loss[loss=0.2525, simple_loss=0.4487, pruned_loss=0.2817, over 12349.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03253, over 58.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.4491, pruned_loss=0.966, over 2473662.75 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05849, over 17369.41 utterances.], libri_tot_loss[loss=0.3493, simple_loss=0.6452, pruned_loss=5.322, over 2015480.07 frames. utt_duration=1256 frames, utt_pad_proportion=0.06208, over 6424.03 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.4409, pruned_loss=1.101, over 2474798.00 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05881, over 18499.94 utterances.], batch size: 58, lr: 2.72e-03
2022-08-20 02:34:41,231 INFO [train.py:927] (0/8) Epoch 1, batch 3550, giga_loss[loss=0.2645, simple_loss=0.4719, pruned_loss=0.2854, over 12388.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.4589, pruned_loss=0.8257, over 2473913.86 frames. utt_duration=544 frames, utt_pad_proportion=0.05827, over 18239.95 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.6406, pruned_loss=5.177, over 2026395.95 frames. utt_duration=1264 frames, utt_pad_proportion=0.06113, over 6419.58 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.4514, pruned_loss=0.943, over 2475192.78 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05881, over 19400.13 utterances.], batch size: 62, lr: 2.71e-03
2022-08-20 02:36:29,215 INFO [train.py:927] (0/8) Epoch 1, batch 3600, giga_loss[loss=0.3155, simple_loss=0.5518, pruned_loss=0.3963, over 12396.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.272, simple_loss=0.4696, pruned_loss=0.7164, over 2474567.16 frames. utt_duration=530 frames, utt_pad_proportion=0.05891, over 18726.95 utterances.], libri_tot_loss[loss=0.3502, simple_loss=0.6446, pruned_loss=5.152, over 2028749.97 frames. utt_duration=1265 frames, utt_pad_proportion=0.06082, over 6423.48 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.4602, pruned_loss=0.8064, over 2475467.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.05937, over 19682.94 utterances.], batch size: 260, lr: 2.70e-03
2022-08-20 02:38:11,734 INFO [train.py:927] (0/8) Epoch 1, batch 3650, giga_loss[loss=0.2699, simple_loss=0.4805, pruned_loss=0.2963, over 12459.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.277, simple_loss=0.4805, pruned_loss=0.6351, over 2474757.26 frames. utt_duration=487 frames, utt_pad_proportion=0.06921, over 20388.72 utterances.], libri_tot_loss[loss=0.3524, simple_loss=0.6474, pruned_loss=5.101, over 2033001.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.06044, over 6435.26 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.4694, pruned_loss=0.7033, over 2475640.02 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06928, over 21249.77 utterances.], batch size: 98, lr: 2.70e-03
2022-08-20 02:39:58,931 INFO [train.py:927] (0/8) Epoch 1, batch 3700, giga_loss[loss=0.2777, simple_loss=0.4904, pruned_loss=0.3252, over 12432.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.4855, pruned_loss=0.5726, over 2474850.56 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07639, over 21322.03 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.6447, pruned_loss=5.022, over 2039704.68 frames. utt_duration=1268 frames, utt_pad_proportion=0.05957, over 6441.69 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.4766, pruned_loss=0.625, over 2475444.10 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07649, over 22197.78 utterances.], batch size: 86, lr: 2.69e-03
2022-08-20 02:41:45,130 INFO [train.py:927] (0/8) Epoch 1, batch 3750, giga_loss[loss=0.2681, simple_loss=0.4749, pruned_loss=0.3061, over 12358.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.4903, pruned_loss=0.5215, over 2475508.65 frames. utt_duration=445 frames, utt_pad_proportion=0.08188, over 22327.10 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.6408, pruned_loss=4.884, over 2050525.66 frames. utt_duration=1246 frames, utt_pad_proportion=0.06486, over 6590.37 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.4826, pruned_loss=0.5659, over 2475932.79 frames. utt_duration=427.6 frames, utt_pad_proportion=0.08059, over 23240.31 utterances.], batch size: 97, lr: 2.68e-03
2022-08-20 02:43:27,306 INFO [train.py:927] (0/8) Epoch 1, batch 3800, giga_loss[loss=0.2777, simple_loss=0.4963, pruned_loss=0.2951, over 12420.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.499, pruned_loss=0.4841, over 2475359.58 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08354, over 23083.75 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.643, pruned_loss=4.753, over 2061011.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.06346, over 6585.70 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.4883, pruned_loss=0.5202, over 2475743.39 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08291, over 24156.60 utterances.], batch size: 133, lr: 2.68e-03
2022-08-20 02:45:07,240 INFO [train.py:927] (0/8) Epoch 1, batch 3850, giga_loss[loss=0.2738, simple_loss=0.4932, pruned_loss=0.2722, over 12386.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03288, over 104.00 utterances.], tot_loss[loss=0.282, simple_loss=0.4943, pruned_loss=0.4473, over 2474139.15 frames. utt_duration=435.3 frames, utt_pad_proportion=0.084, over 22813.97 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.6383, pruned_loss=4.659, over 2068483.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.06234, over 6583.01 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.4867, pruned_loss=0.4713, over 2475107.21 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08387, over 23961.68 utterances.], batch size: 104, lr: 2.67e-03
2022-08-20 02:46:49,531 INFO [train.py:927] (0/8) Epoch 1, batch 3900, giga_loss[loss=0.2387, simple_loss=0.4339, pruned_loss=0.2176, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.4917, pruned_loss=0.4193, over 2474778.87 frames. utt_duration=429 frames, utt_pad_proportion=0.08436, over 23152.74 utterances.], libri_tot_loss[loss=0.3494, simple_loss=0.6341, pruned_loss=4.566, over 2076553.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.06674, over 6672.30 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.4862, pruned_loss=0.4334, over 2475536.58 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08337, over 24266.02 utterances.], batch size: 62, lr: 2.66e-03
2022-08-20 02:48:33,062 INFO [train.py:927] (0/8) Epoch 1, batch 3950, giga_loss[loss=0.2953, simple_loss=0.5257, pruned_loss=0.3246, over 12357.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1996, over 367.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.4888, pruned_loss=0.3978, over 2474360.23 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08157, over 22324.65 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.6329, pruned_loss=4.484, over 2084242.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.06572, over 6668.83 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.4828, pruned_loss=0.3982, over 2475133.75 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08119, over 23483.43 utterances.], batch size: 367, lr: 2.66e-03
2022-08-20 02:50:15,513 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-4000.pt
2022-08-20 02:50:19,164 INFO [train.py:927] (0/8) Epoch 1, batch 4000, giga_loss[loss=0.2667, simple_loss=0.476, pruned_loss=0.2873, over 12383.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04194, over 37.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.4862, pruned_loss=0.3735, over 2473478.63 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0812, over 21858.01 utterances.], libri_tot_loss[loss=0.3487, simple_loss=0.6287, pruned_loss=4.296, over 2098982.70 frames. utt_duration=1258 frames, utt_pad_proportion=0.06445, over 6682.38 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.4796, pruned_loss=0.373, over 2474622.79 frames. utt_duration=426 frames, utt_pad_proportion=0.08135, over 23316.64 utterances.], batch size: 37, lr: 2.65e-03
2022-08-20 02:52:00,551 INFO [train.py:927] (0/8) Epoch 1, batch 4050, giga_loss[loss=0.2731, simple_loss=0.4887, pruned_loss=0.2877, over 12230.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02939, over 39.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.4821, pruned_loss=0.3514, over 2474197.68 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07624, over 20935.11 utterances.], libri_tot_loss[loss=0.3479, simple_loss=0.6269, pruned_loss=4.227, over 2104605.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.06355, over 6692.10 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.4764, pruned_loss=0.3509, over 2475071.19 frames. utt_duration=446 frames, utt_pad_proportion=0.07696, over 22273.10 utterances.], batch size: 39, lr: 2.64e-03
2022-08-20 02:53:54,578 INFO [train.py:927] (0/8) Epoch 1, batch 4100, libri_loss[loss=0.255, simple_loss=0.4499, pruned_loss=0.3003, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00606, over 32.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.4795, pruned_loss=0.3348, over 2474169.32 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07459, over 20715.81 utterances.], libri_tot_loss[loss=0.3466, simple_loss=0.6238, pruned_loss=4.073, over 2117401.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.06155, over 6703.60 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.4726, pruned_loss=0.332, over 2474825.55 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07597, over 22243.22 utterances.], batch size: 32, lr: 2.64e-03
2022-08-20 02:55:36,713 INFO [train.py:927] (0/8) Epoch 1, batch 4150, giga_loss[loss=0.2579, simple_loss=0.464, pruned_loss=0.2592, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03846, over 40.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.4848, pruned_loss=0.3222, over 2474452.62 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07362, over 20434.14 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.6251, pruned_loss=3.946, over 2127968.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.05996, over 6718.34 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.4744, pruned_loss=0.3191, over 2474993.49 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07531, over 22012.97 utterances.], batch size: 40, lr: 2.63e-03
2022-08-20 02:57:22,133 INFO [train.py:927] (0/8) Epoch 1, batch 4200, giga_loss[loss=0.2325, simple_loss=0.4242, pruned_loss=0.2042, over 12410.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02514, over 70.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.482, pruned_loss=0.3122, over 2474651.10 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06838, over 20191.58 utterances.], libri_tot_loss[loss=0.3459, simple_loss=0.6221, pruned_loss=3.844, over 2136309.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05871, over 6738.25 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.4729, pruned_loss=0.3077, over 2475274.06 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07052, over 21728.94 utterances.], batch size: 70, lr: 2.63e-03
2022-08-20 02:59:04,596 INFO [train.py:927] (0/8) Epoch 1, batch 4250, giga_loss[loss=0.2427, simple_loss=0.4408, pruned_loss=0.223, over 12418.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.267, simple_loss=0.4763, pruned_loss=0.3022, over 2474081.07 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06961, over 20862.12 utterances.], libri_tot_loss[loss=0.3449, simple_loss=0.6197, pruned_loss=3.805, over 2139622.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05823, over 6732.87 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.4697, pruned_loss=0.2974, over 2474608.85 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07134, over 22191.14 utterances.], batch size: 146, lr: 2.62e-03
2022-08-20 03:00:51,192 INFO [train.py:927] (0/8) Epoch 1, batch 4300, libri_loss[loss=0.4806, simple_loss=0.8648, pruned_loss=0.4817, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0136, over 40.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.4738, pruned_loss=0.2925, over 2473920.89 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07176, over 20794.81 utterances.], libri_tot_loss[loss=0.3456, simple_loss=0.6205, pruned_loss=3.73, over 2146273.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05756, over 6753.04 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.4652, pruned_loss=0.2852, over 2474302.01 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07329, over 22084.30 utterances.], batch size: 40, lr: 2.61e-03
2022-08-20 03:02:36,032 INFO [train.py:927] (0/8) Epoch 1, batch 4350, giga_loss[loss=0.2258, simple_loss=0.4121, pruned_loss=0.1978, over 12407.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03436, over 80.00 utterances.], tot_loss[loss=0.262, simple_loss=0.469, pruned_loss=0.2832, over 2474335.56 frames. utt_duration=491.1 frames, utt_pad_proportion=0.0715, over 20211.72 utterances.], libri_tot_loss[loss=0.3433, simple_loss=0.616, pruned_loss=3.633, over 2154212.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.05679, over 6764.30 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.4624, pruned_loss=0.2769, over 2474781.62 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07307, over 21525.26 utterances.], batch size: 80, lr: 2.61e-03
2022-08-20 03:04:18,525 INFO [train.py:927] (0/8) Epoch 1, batch 4400, giga_loss[loss=0.2501, simple_loss=0.4532, pruned_loss=0.2346, over 12400.00 frames. utt_duration=404.4 frames, utt_pad_proportion=0.03715, over 123.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.4641, pruned_loss=0.2751, over 2474310.38 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07363, over 20430.21 utterances.], libri_tot_loss[loss=0.3404, simple_loss=0.6105, pruned_loss=3.52, over 2163615.94 frames. utt_duration=1279 frames, utt_pad_proportion=0.05525, over 6774.25 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.4591, pruned_loss=0.2694, over 2474729.11 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07533, over 21830.41 utterances.], batch size: 123, lr: 2.60e-03
2022-08-20 03:06:01,789 INFO [train.py:927] (0/8) Epoch 1, batch 4450, giga_loss[loss=0.2276, simple_loss=0.4126, pruned_loss=0.2127, over 12328.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03156, over 48.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.4614, pruned_loss=0.2752, over 2474447.46 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07307, over 20281.09 utterances.], libri_tot_loss[loss=0.3401, simple_loss=0.6086, pruned_loss=3.456, over 2169682.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.05534, over 6801.76 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.4564, pruned_loss=0.2632, over 2474865.90 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07457, over 21610.36 utterances.], batch size: 48, lr: 2.59e-03
2022-08-20 03:07:43,472 INFO [train.py:927] (0/8) Epoch 1, batch 4500, giga_loss[loss=0.2699, simple_loss=0.4857, pruned_loss=0.2706, over 12431.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.0364, over 105.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.4599, pruned_loss=0.2695, over 2474525.67 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06848, over 19570.40 utterances.], libri_tot_loss[loss=0.3391, simple_loss=0.6066, pruned_loss=3.335, over 2180028.49 frames. utt_duration=1265 frames, utt_pad_proportion=0.05918, over 6901.08 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.4531, pruned_loss=0.2577, over 2475023.42 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06921, over 20961.02 utterances.], batch size: 105, lr: 2.59e-03
2022-08-20 03:09:26,995 INFO [train.py:927] (0/8) Epoch 1, batch 4550, giga_loss[loss=0.2436, simple_loss=0.4424, pruned_loss=0.224, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03256, over 85.00 utterances.], tot_loss[loss=0.255, simple_loss=0.4575, pruned_loss=0.2653, over 2474514.50 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06774, over 19613.50 utterances.], libri_tot_loss[loss=0.3349, simple_loss=0.599, pruned_loss=3.199, over 2191376.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.0626, over 6991.22 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.4527, pruned_loss=0.2556, over 2475120.68 frames. utt_duration=470 frames, utt_pad_proportion=0.06739, over 21127.69 utterances.], batch size: 85, lr: 2.58e-03
2022-08-20 03:11:10,997 INFO [train.py:927] (0/8) Epoch 1, batch 4600, giga_loss[loss=0.2883, simple_loss=0.5136, pruned_loss=0.3149, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06666, over 184.00 utterances.], tot_loss[loss=0.253, simple_loss=0.4549, pruned_loss=0.2577, over 2475433.10 frames. utt_duration=498 frames, utt_pad_proportion=0.07012, over 19940.88 utterances.], libri_tot_loss[loss=0.3345, simple_loss=0.5982, pruned_loss=3.183, over 2192863.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.06233, over 6996.26 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.4512, pruned_loss=0.2501, over 2475850.91 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06978, over 21171.41 utterances.], batch size: 184, lr: 2.57e-03
2022-08-20 03:12:54,722 INFO [train.py:927] (0/8) Epoch 1, batch 4650, giga_loss[loss=0.2574, simple_loss=0.4614, pruned_loss=0.2668, over 12294.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02783, over 45.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.4633, pruned_loss=0.2596, over 2475425.72 frames. utt_duration=497.3 frames, utt_pad_proportion=0.0705, over 19970.12 utterances.], libri_tot_loss[loss=0.3365, simple_loss=0.602, pruned_loss=3.075, over 2202346.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.06067, over 6990.29 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.4524, pruned_loss=0.2491, over 2476008.54 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07083, over 21382.71 utterances.], batch size: 45, lr: 2.57e-03
2022-08-20 03:14:39,419 INFO [train.py:927] (0/8) Epoch 1, batch 4700, giga_loss[loss=0.3145, simple_loss=0.5576, pruned_loss=0.3571, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.465, pruned_loss=0.2615, over 2475258.79 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07303, over 20310.54 utterances.], libri_tot_loss[loss=0.3335, simple_loss=0.5966, pruned_loss=2.953, over 2212531.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05883, over 6977.84 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.4558, pruned_loss=0.2522, over 2476230.62 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07386, over 21940.82 utterances.], batch size: 258, lr: 2.56e-03
2022-08-20 03:16:18,288 INFO [train.py:927] (0/8) Epoch 1, batch 4750, giga_loss[loss=0.2733, simple_loss=0.4882, pruned_loss=0.2927, over 12430.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.4642, pruned_loss=0.2617, over 2474749.04 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0752, over 20669.93 utterances.], libri_tot_loss[loss=0.3291, simple_loss=0.5886, pruned_loss=2.82, over 2224125.02 frames. utt_duration=1270 frames, utt_pad_proportion=0.05743, over 7011.82 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.4578, pruned_loss=0.2544, over 2475521.93 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07633, over 22506.73 utterances.], batch size: 80, lr: 2.55e-03
2022-08-20 03:18:02,036 INFO [train.py:927] (0/8) Epoch 1, batch 4800, giga_loss[loss=0.231, simple_loss=0.4185, pruned_loss=0.2179, over 12326.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03534, over 62.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.4606, pruned_loss=0.2586, over 2474248.52 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07022, over 20211.42 utterances.], libri_tot_loss[loss=0.3278, simple_loss=0.5864, pruned_loss=2.778, over 2227773.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05676, over 7024.57 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.4557, pruned_loss=0.2526, over 2474932.15 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07176, over 21824.44 utterances.], batch size: 62, lr: 2.55e-03
2022-08-20 03:19:42,756 INFO [train.py:927] (0/8) Epoch 1, batch 4850, giga_loss[loss=0.2388, simple_loss=0.4337, pruned_loss=0.2201, over 12413.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.02776, over 97.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.4565, pruned_loss=0.2527, over 2474310.75 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0703, over 20434.04 utterances.], libri_tot_loss[loss=0.3266, simple_loss=0.5841, pruned_loss=2.737, over 2231675.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05622, over 7043.18 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.4528, pruned_loss=0.247, over 2474637.39 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07172, over 21884.67 utterances.], batch size: 97, lr: 2.54e-03
2022-08-20 03:21:32,090 INFO [train.py:927] (0/8) Epoch 1, batch 4900, giga_loss[loss=0.2436, simple_loss=0.4407, pruned_loss=0.2322, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03777, over 133.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.4517, pruned_loss=0.2457, over 2473931.27 frames. utt_duration=486 frames, utt_pad_proportion=0.07382, over 20422.17 utterances.], libri_tot_loss[loss=0.3263, simple_loss=0.5836, pruned_loss=2.684, over 2236483.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05606, over 7075.07 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.447, pruned_loss=0.2402, over 2474185.87 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07493, over 21780.24 utterances.], batch size: 133, lr: 2.54e-03
2022-08-20 03:23:18,343 INFO [train.py:927] (0/8) Epoch 1, batch 4950, giga_loss[loss=0.2568, simple_loss=0.4647, pruned_loss=0.2443, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02895, over 66.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.4519, pruned_loss=0.2457, over 2474573.09 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07645, over 21137.70 utterances.], libri_tot_loss[loss=0.3258, simple_loss=0.5826, pruned_loss=2.658, over 2238927.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05599, over 7099.24 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.4478, pruned_loss=0.2406, over 2474706.03 frames. utt_duration=445 frames, utt_pad_proportion=0.07727, over 22316.15 utterances.], batch size: 66, lr: 2.53e-03
2022-08-20 03:25:06,808 INFO [train.py:927] (0/8) Epoch 1, batch 5000, giga_loss[loss=0.2851, simple_loss=0.5125, pruned_loss=0.2883, over 12373.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1923, over 364.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.4556, pruned_loss=0.2455, over 2474571.36 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07839, over 21479.01 utterances.], libri_tot_loss[loss=0.3234, simple_loss=0.5783, pruned_loss=2.592, over 2244601.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05499, over 7088.84 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.4529, pruned_loss=0.2413, over 2474819.14 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07932, over 22721.89 utterances.], batch size: 364, lr: 2.52e-03
2022-08-20 03:26:50,971 INFO [train.py:927] (0/8) Epoch 1, batch 5050, giga_loss[loss=0.2689, simple_loss=0.4821, pruned_loss=0.2792, over 12387.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.03991, over 105.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.4587, pruned_loss=0.2501, over 2474431.92 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07446, over 21016.23 utterances.], libri_tot_loss[loss=0.3226, simple_loss=0.576, pruned_loss=2.535, over 2249850.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05757, over 7142.74 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4557, pruned_loss=0.2421, over 2475023.08 frames. utt_duration=446 frames, utt_pad_proportion=0.07493, over 22268.37 utterances.], batch size: 105, lr: 2.52e-03
2022-08-20 03:28:35,568 INFO [train.py:927] (0/8) Epoch 1, batch 5100, giga_loss[loss=0.2034, simple_loss=0.3755, pruned_loss=0.1568, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.0492, over 26.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.4606, pruned_loss=0.2505, over 2474612.21 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07463, over 21253.68 utterances.], libri_tot_loss[loss=0.3223, simple_loss=0.5756, pruned_loss=2.498, over 2253055.15 frames. utt_duration=1265 frames, utt_pad_proportion=0.05689, over 7132.65 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.457, pruned_loss=0.2435, over 2475216.31 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07522, over 22432.82 utterances.], batch size: 26, lr: 2.51e-03
2022-08-20 03:30:18,230 INFO [train.py:927] (0/8) Epoch 1, batch 5150, giga_loss[loss=0.283, simple_loss=0.5047, pruned_loss=0.307, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.4558, pruned_loss=0.2462, over 2474490.48 frames. utt_duration=486.6 frames, utt_pad_proportion=0.0733, over 20400.95 utterances.], libri_tot_loss[loss=0.3205, simple_loss=0.5724, pruned_loss=2.427, over 2259281.29 frames. utt_duration=1255 frames, utt_pad_proportion=0.06023, over 7207.79 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.4525, pruned_loss=0.2397, over 2475272.15 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07296, over 21633.89 utterances.], batch size: 258, lr: 2.50e-03
2022-08-20 03:31:59,248 INFO [train.py:927] (0/8) Epoch 1, batch 5200, giga_loss[loss=0.2556, simple_loss=0.4634, pruned_loss=0.2392, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05588, over 162.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.4525, pruned_loss=0.2422, over 2474494.76 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07894, over 21246.47 utterances.], libri_tot_loss[loss=0.3201, simple_loss=0.5717, pruned_loss=2.415, over 2260295.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.05996, over 7207.75 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.45, pruned_loss=0.2371, over 2475160.48 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07854, over 22274.34 utterances.], batch size: 162, lr: 2.50e-03
2022-08-20 03:33:40,771 INFO [train.py:927] (0/8) Epoch 1, batch 5250, giga_loss[loss=0.2088, simple_loss=0.38, pruned_loss=0.1883, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03921, over 33.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.4513, pruned_loss=0.2412, over 2474096.34 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08107, over 21586.32 utterances.], libri_tot_loss[loss=0.3174, simple_loss=0.567, pruned_loss=2.345, over 2266014.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.05861, over 7177.95 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.45, pruned_loss=0.2374, over 2475227.44 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08122, over 22830.86 utterances.], batch size: 33, lr: 2.49e-03
2022-08-20 03:35:23,935 INFO [train.py:927] (0/8) Epoch 1, batch 5300, giga_loss[loss=0.2528, simple_loss=0.4584, pruned_loss=0.2356, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.0439, over 146.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.4542, pruned_loss=0.2428, over 2475106.93 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07687, over 21997.90 utterances.], libri_tot_loss[loss=0.3182, simple_loss=0.5685, pruned_loss=2.302, over 2270438.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.0576, over 7180.37 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.4499, pruned_loss=0.2376, over 2475751.78 frames. utt_duration=427.6 frames, utt_pad_proportion=0.0776, over 23240.64 utterances.], batch size: 146, lr: 2.49e-03
2022-08-20 03:37:08,396 INFO [train.py:927] (0/8) Epoch 1, batch 5350, giga_loss[loss=0.247, simple_loss=0.4489, pruned_loss=0.2251, over 12274.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.4532, pruned_loss=0.248, over 2474677.18 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0751, over 21470.39 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.563, pruned_loss=2.224, over 2278210.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05575, over 7169.34 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.4503, pruned_loss=0.2357, over 2475444.99 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07651, over 23023.46 utterances.], batch size: 54, lr: 2.48e-03
2022-08-20 03:38:57,124 INFO [train.py:927] (0/8) Epoch 1, batch 5400, giga_loss[loss=0.2559, simple_loss=0.4694, pruned_loss=0.212, over 12311.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02813, over 79.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.4514, pruned_loss=0.245, over 2474826.63 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07616, over 21694.09 utterances.], libri_tot_loss[loss=0.3145, simple_loss=0.5602, pruned_loss=2.192, over 2280859.62 frames. utt_duration=1276 frames, utt_pad_proportion=0.0551, over 7155.91 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.4499, pruned_loss=0.2353, over 2475682.52 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07746, over 23124.47 utterances.], batch size: 79, lr: 2.47e-03
2022-08-20 03:40:41,539 INFO [train.py:927] (0/8) Epoch 1, batch 5450, giga_loss[loss=0.2402, simple_loss=0.4398, pruned_loss=0.2031, over 12405.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04098, over 37.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.4547, pruned_loss=0.241, over 2474893.74 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07492, over 21333.67 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.5594, pruned_loss=2.13, over 2286766.49 frames. utt_duration=1280 frames, utt_pad_proportion=0.05416, over 7155.11 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.4512, pruned_loss=0.2327, over 2475427.08 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07647, over 22865.70 utterances.], batch size: 37, lr: 2.47e-03
2022-08-20 03:42:25,910 INFO [train.py:927] (0/8) Epoch 1, batch 5500, giga_loss[loss=0.236, simple_loss=0.4277, pruned_loss=0.2218, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02959, over 42.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.4656, pruned_loss=0.2541, over 2474988.31 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07097, over 21181.78 utterances.], libri_tot_loss[loss=0.318, simple_loss=0.5657, pruned_loss=2.112, over 2289422.82 frames. utt_duration=1283 frames, utt_pad_proportion=0.05353, over 7143.85 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4566, pruned_loss=0.2381, over 2475530.26 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07269, over 22583.96 utterances.], batch size: 42, lr: 2.46e-03
2022-08-20 03:44:09,809 INFO [train.py:927] (0/8) Epoch 1, batch 5550, giga_loss[loss=0.2294, simple_loss=0.4179, pruned_loss=0.2043, over 12325.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03186, over 48.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.4613, pruned_loss=0.25, over 2474711.64 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06777, over 20103.78 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.558, pruned_loss=2.023, over 2297484.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.05299, over 7156.61 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.4564, pruned_loss=0.2376, over 2475251.00 frames. utt_duration=456.1 frames, utt_pad_proportion=0.0698, over 21776.54 utterances.], batch size: 48, lr: 2.45e-03
2022-08-20 03:45:54,663 INFO [train.py:927] (0/8) Epoch 1, batch 5600, giga_loss[loss=0.2288, simple_loss=0.4254, pruned_loss=0.1607, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.4567, pruned_loss=0.2428, over 2474097.92 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06801, over 20208.48 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.5534, pruned_loss=1.975, over 2301296.99 frames. utt_duration=1292 frames, utt_pad_proportion=0.05203, over 7132.93 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.4545, pruned_loss=0.2339, over 2475065.85 frames. utt_duration=454.5 frames, utt_pad_proportion=0.06999, over 21855.84 utterances.], batch size: 70, lr: 2.45e-03
2022-08-20 03:47:37,590 INFO [train.py:927] (0/8) Epoch 1, batch 5650, giga_loss[loss=0.2791, simple_loss=0.4988, pruned_loss=0.297, over 12349.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1905, over 365.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.454, pruned_loss=0.2375, over 2473859.70 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07176, over 20368.06 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.5488, pruned_loss=1.91, over 2307398.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.05066, over 7147.94 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.4529, pruned_loss=0.2304, over 2474527.61 frames. utt_duration=450 frames, utt_pad_proportion=0.07357, over 22070.16 utterances.], batch size: 365, lr: 2.44e-03
2022-08-20 03:49:18,847 INFO [train.py:927] (0/8) Epoch 1, batch 5700, libri_loss[loss=0.4501, simple_loss=0.7132, pruned_loss=0.9347, over 12479.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007252, over 36.00 utterances.], tot_loss[loss=0.254, simple_loss=0.4594, pruned_loss=0.243, over 2473419.72 frames. utt_duration=499.6 frames, utt_pad_proportion=0.069, over 19860.97 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.5536, pruned_loss=1.883, over 2310616.00 frames. utt_duration=1295 frames, utt_pad_proportion=0.04985, over 7144.05 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4525, pruned_loss=0.2297, over 2474007.85 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07102, over 21447.50 utterances.], batch size: 36, lr: 2.44e-03
2022-08-20 03:51:00,634 INFO [train.py:927] (0/8) Epoch 1, batch 5750, giga_loss[loss=0.2376, simple_loss=0.4302, pruned_loss=0.2251, over 12199.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.0409, over 28.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.4551, pruned_loss=0.2401, over 2474067.98 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06753, over 19543.26 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.55, pruned_loss=1.832, over 2315218.21 frames. utt_duration=1296 frames, utt_pad_proportion=0.0493, over 7156.34 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.4502, pruned_loss=0.2289, over 2474773.77 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06963, over 21149.37 utterances.], batch size: 28, lr: 2.43e-03
2022-08-20 03:52:49,063 INFO [train.py:927] (0/8) Epoch 1, batch 5800, giga_loss[loss=0.2629, simple_loss=0.4764, pruned_loss=0.2473, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.448, pruned_loss=0.2331, over 2474026.42 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06574, over 19340.48 utterances.], libri_tot_loss[loss=0.3065, simple_loss=0.5454, pruned_loss=1.781, over 2320289.61 frames. utt_duration=1296 frames, utt_pad_proportion=0.04905, over 7166.91 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.4452, pruned_loss=0.2246, over 2474268.32 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06782, over 20933.10 utterances.], batch size: 133, lr: 2.42e-03
2022-08-20 03:54:30,211 INFO [train.py:927] (0/8) Epoch 1, batch 5850, giga_loss[loss=0.2538, simple_loss=0.4622, pruned_loss=0.2274, over 12375.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06533, over 183.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.4479, pruned_loss=0.234, over 2474571.47 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06477, over 19937.88 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.5439, pruned_loss=1.75, over 2323206.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04827, over 7158.66 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.445, pruned_loss=0.2257, over 2474899.13 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06678, over 21431.78 utterances.], batch size: 183, lr: 2.42e-03
2022-08-20 03:56:12,305 INFO [train.py:927] (0/8) Epoch 1, batch 5900, giga_loss[loss=0.2218, simple_loss=0.4099, pruned_loss=0.1684, over 12383.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03249, over 122.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.4439, pruned_loss=0.2265, over 2474280.88 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06549, over 19914.22 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.5441, pruned_loss=1.728, over 2325118.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.04783, over 7150.34 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.4402, pruned_loss=0.2189, over 2474842.84 frames. utt_duration=467 frames, utt_pad_proportion=0.06726, over 21266.82 utterances.], batch size: 122, lr: 2.41e-03
2022-08-20 03:57:58,854 INFO [train.py:927] (0/8) Epoch 1, batch 5950, libri_loss[loss=0.2312, simple_loss=0.4195, pruned_loss=0.214, over 12440.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02025, over 43.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.4412, pruned_loss=0.2225, over 2474336.94 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06882, over 20026.35 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.5413, pruned_loss=1.666, over 2330729.31 frames. utt_duration=1301 frames, utt_pad_proportion=0.04677, over 7174.78 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.4372, pruned_loss=0.2157, over 2475030.05 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07058, over 21555.98 utterances.], batch size: 43, lr: 2.41e-03
2022-08-20 03:59:45,289 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-6000.pt
2022-08-20 03:59:49,227 INFO [train.py:927] (0/8) Epoch 1, batch 6000, giga_loss[loss=0.3746, simple_loss=0.3886, pruned_loss=0.1803, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04703, over 34.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.4342, pruned_loss=0.2165, over 2474353.69 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07349, over 19843.43 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.538, pruned_loss=1.628, over 2333742.14 frames. utt_duration=1290 frames, utt_pad_proportion=0.05094, over 7243.81 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.4315, pruned_loss=0.2108, over 2475395.76 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07364, over 21292.54 utterances.], batch size: 34, lr: 2.40e-03
2022-08-20 03:59:49,233 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (0/8) Epoch 1, validation: loss=0.3484, simple_loss=0.3876, pruned_loss=0.1546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 04:01:43,857 INFO [train.py:927] (0/8) Epoch 1, batch 6050, giga_loss[loss=0.3866, simple_loss=0.4104, pruned_loss=0.1814, over 12321.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03457, over 62.00 utterances.], tot_loss[loss=0.2948, simple_loss=0.4403, pruned_loss=0.2257, over 2474890.84 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06667, over 19308.17 utterances.], libri_tot_loss[loss=0.3145, simple_loss=0.5395, pruned_loss=1.607, over 2336558.68 frames. utt_duration=1292 frames, utt_pad_proportion=0.05015, over 7243.97 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.4348, pruned_loss=0.2144, over 2475713.93 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06758, over 20675.01 utterances.], batch size: 62, lr: 2.39e-03
2022-08-20 04:03:25,381 INFO [train.py:927] (0/8) Epoch 1, batch 6100, giga_loss[loss=0.3801, simple_loss=0.397, pruned_loss=0.1816, over 12303.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.0366, over 51.00 utterances.], tot_loss[loss=0.3393, simple_loss=0.4439, pruned_loss=0.2349, over 2474703.38 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07945, over 20552.83 utterances.], libri_tot_loss[loss=0.3329, simple_loss=0.5368, pruned_loss=1.554, over 2342114.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05348, over 7339.12 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.438, pruned_loss=0.2168, over 2475892.22 frames. utt_duration=450 frames, utt_pad_proportion=0.07868, over 22079.87 utterances.], batch size: 51, lr: 2.39e-03
2022-08-20 04:05:09,258 INFO [train.py:927] (0/8) Epoch 1, batch 6150, giga_loss[loss=0.4205, simple_loss=0.4409, pruned_loss=0.2001, over 12352.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02855, over 70.00 utterances.], tot_loss[loss=0.3604, simple_loss=0.443, pruned_loss=0.2304, over 2474676.18 frames. utt_duration=485.3 frames, utt_pad_proportion=0.08186, over 20461.02 utterances.], libri_tot_loss[loss=0.3363, simple_loss=0.5353, pruned_loss=1.527, over 2344891.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05795, over 7427.37 utterances.], giga_tot_loss[loss=0.3374, simple_loss=0.4379, pruned_loss=0.2154, over 2475492.48 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07982, over 21818.75 utterances.], batch size: 70, lr: 2.38e-03
2022-08-20 04:06:53,923 INFO [train.py:927] (0/8) Epoch 1, batch 6200, libri_loss[loss=0.6641, simple_loss=0.5525, pruned_loss=0.3878, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005208, over 32.00 utterances.], tot_loss[loss=0.3788, simple_loss=0.4434, pruned_loss=0.2283, over 2474465.73 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07704, over 19836.25 utterances.], libri_tot_loss[loss=0.342, simple_loss=0.5326, pruned_loss=1.481, over 2349573.35 frames. utt_duration=1254 frames, utt_pad_proportion=0.06168, over 7502.78 utterances.], giga_tot_loss[loss=0.3562, simple_loss=0.4387, pruned_loss=0.215, over 2474929.37 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0747, over 21273.40 utterances.], batch size: 32, lr: 2.38e-03
2022-08-20 04:08:36,100 INFO [train.py:927] (0/8) Epoch 1, batch 6250, giga_loss[loss=0.5066, simple_loss=0.5038, pruned_loss=0.2546, over 12410.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05729, over 182.00 utterances.], tot_loss[loss=0.3988, simple_loss=0.4464, pruned_loss=0.231, over 2474396.36 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07559, over 19727.15 utterances.], libri_tot_loss[loss=0.3493, simple_loss=0.5306, pruned_loss=1.445, over 2353032.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.0602, over 7492.87 utterances.], giga_tot_loss[loss=0.3756, simple_loss=0.4419, pruned_loss=0.2173, over 2474978.23 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07442, over 21231.40 utterances.], batch size: 182, lr: 2.37e-03
2022-08-20 04:10:18,291 INFO [train.py:927] (0/8) Epoch 1, batch 6300, giga_loss[loss=0.4185, simple_loss=0.434, pruned_loss=0.2015, over 12460.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03036, over 55.00 utterances.], tot_loss[loss=0.409, simple_loss=0.4492, pruned_loss=0.2275, over 2474083.96 frames. utt_duration=488.7 frames, utt_pad_proportion=0.0744, over 20309.72 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.5299, pruned_loss=1.414, over 2355619.41 frames. utt_duration=1261 frames, utt_pad_proportion=0.05897, over 7479.72 utterances.], giga_tot_loss[loss=0.3885, simple_loss=0.4443, pruned_loss=0.2164, over 2474957.37 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07405, over 21807.98 utterances.], batch size: 55, lr: 2.37e-03
2022-08-20 04:12:01,092 INFO [train.py:927] (0/8) Epoch 1, batch 6350, giga_loss[loss=0.4209, simple_loss=0.4428, pruned_loss=0.1994, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03337, over 122.00 utterances.], tot_loss[loss=0.4159, simple_loss=0.448, pruned_loss=0.2255, over 2474526.77 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07442, over 20678.55 utterances.], libri_tot_loss[loss=0.3562, simple_loss=0.5291, pruned_loss=1.397, over 2357433.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.05823, over 7474.54 utterances.], giga_tot_loss[loss=0.3978, simple_loss=0.4438, pruned_loss=0.2154, over 2475169.28 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07444, over 22042.48 utterances.], batch size: 122, lr: 2.36e-03
2022-08-20 04:13:45,469 INFO [train.py:927] (0/8) Epoch 1, batch 6400, giga_loss[loss=0.4049, simple_loss=0.4196, pruned_loss=0.1951, over 12375.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03054, over 97.00 utterances.], tot_loss[loss=0.4208, simple_loss=0.4469, pruned_loss=0.2235, over 2474992.48 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07389, over 21330.41 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.5281, pruned_loss=1.379, over 2359068.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05794, over 7480.43 utterances.], giga_tot_loss[loss=0.4056, simple_loss=0.4434, pruned_loss=0.2151, over 2475589.25 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07407, over 22564.70 utterances.], batch size: 97, lr: 2.35e-03
2022-08-20 04:15:26,098 INFO [train.py:927] (0/8) Epoch 1, batch 6450, giga_loss[loss=0.4528, simple_loss=0.4512, pruned_loss=0.2272, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03202, over 42.00 utterances.], tot_loss[loss=0.426, simple_loss=0.4465, pruned_loss=0.2231, over 2474200.63 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07446, over 21063.30 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.5287, pruned_loss=1.364, over 2360499.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06234, over 7553.88 utterances.], giga_tot_loss[loss=0.4101, simple_loss=0.442, pruned_loss=0.2138, over 2474922.01 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07336, over 22155.24 utterances.], batch size: 42, lr: 2.35e-03
2022-08-20 04:17:09,591 INFO [train.py:927] (0/8) Epoch 1, batch 6500, giga_loss[loss=0.4103, simple_loss=0.4281, pruned_loss=0.1962, over 12439.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03, over 80.00 utterances.], tot_loss[loss=0.4304, simple_loss=0.447, pruned_loss=0.2227, over 2474904.54 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06749, over 20495.48 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.5271, pruned_loss=1.343, over 2362684.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.06144, over 7535.86 utterances.], giga_tot_loss[loss=0.416, simple_loss=0.4434, pruned_loss=0.2139, over 2475535.25 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06724, over 21604.00 utterances.], batch size: 80, lr: 2.34e-03
2022-08-20 04:18:51,732 INFO [train.py:927] (0/8) Epoch 1, batch 6550, giga_loss[loss=0.449, simple_loss=0.4556, pruned_loss=0.2213, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03169, over 85.00 utterances.], tot_loss[loss=0.4352, simple_loss=0.4492, pruned_loss=0.2229, over 2474936.07 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06459, over 20081.06 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.5276, pruned_loss=1.321, over 2364850.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.06129, over 7550.10 utterances.], giga_tot_loss[loss=0.4213, simple_loss=0.4443, pruned_loss=0.2147, over 2475499.82 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0646, over 21192.73 utterances.], batch size: 85, lr: 2.34e-03
2022-08-20 04:20:35,547 INFO [train.py:927] (0/8) Epoch 1, batch 6600, giga_loss[loss=0.3874, simple_loss=0.4182, pruned_loss=0.1782, over 12312.00 frames. utt_duration=850.5 frames, utt_pad_proportion=0.03571, over 58.00 utterances.], tot_loss[loss=0.4343, simple_loss=0.4471, pruned_loss=0.2203, over 2474295.90 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06351, over 19861.44 utterances.], libri_tot_loss[loss=0.372, simple_loss=0.5253, pruned_loss=1.297, over 2366984.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.06045, over 7553.04 utterances.], giga_tot_loss[loss=0.4238, simple_loss=0.4439, pruned_loss=0.2142, over 2474784.21 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06387, over 20972.76 utterances.], batch size: 58, lr: 2.33e-03
2022-08-20 04:22:17,075 INFO [train.py:927] (0/8) Epoch 1, batch 6650, giga_loss[loss=0.554, simple_loss=0.512, pruned_loss=0.298, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.4334, simple_loss=0.4456, pruned_loss=0.218, over 2473891.82 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06715, over 19900.80 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.5203, pruned_loss=1.252, over 2370788.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.06319, over 7598.62 utterances.], giga_tot_loss[loss=0.4265, simple_loss=0.4446, pruned_loss=0.2142, over 2474651.06 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06629, over 21209.05 utterances.], batch size: 183, lr: 2.33e-03
2022-08-20 04:23:57,499 INFO [train.py:927] (0/8) Epoch 1, batch 6700, giga_loss[loss=0.469, simple_loss=0.4706, pruned_loss=0.2337, over 12347.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04226, over 113.00 utterances.], tot_loss[loss=0.4322, simple_loss=0.4448, pruned_loss=0.2157, over 2474218.48 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06426, over 19359.92 utterances.], libri_tot_loss[loss=0.3739, simple_loss=0.5196, pruned_loss=1.242, over 2371978.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.06276, over 7608.63 utterances.], giga_tot_loss[loss=0.4264, simple_loss=0.4439, pruned_loss=0.2123, over 2474679.48 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06386, over 20482.55 utterances.], batch size: 113, lr: 2.32e-03
2022-08-20 04:25:39,405 INFO [train.py:927] (0/8) Epoch 1, batch 6750, giga_loss[loss=0.5753, simple_loss=0.5355, pruned_loss=0.3076, over 12391.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1132, over 261.00 utterances.], tot_loss[loss=0.4502, simple_loss=0.4563, pruned_loss=0.2265, over 2474202.08 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06414, over 19311.82 utterances.], libri_tot_loss[loss=0.3886, simple_loss=0.5257, pruned_loss=1.213, over 2375138.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.06122, over 7570.77 utterances.], giga_tot_loss[loss=0.4356, simple_loss=0.4487, pruned_loss=0.2176, over 2474894.30 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06432, over 20589.32 utterances.], batch size: 261, lr: 2.31e-03
2022-08-20 04:27:17,523 INFO [train.py:927] (0/8) Epoch 1, batch 6800, libri_loss[loss=0.375, simple_loss=0.386, pruned_loss=0.182, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007095, over 32.00 utterances.], tot_loss[loss=0.4443, simple_loss=0.4533, pruned_loss=0.2212, over 2474155.12 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06567, over 19746.39 utterances.], libri_tot_loss[loss=0.3898, simple_loss=0.5229, pruned_loss=1.182, over 2377852.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.06428, over 7655.06 utterances.], giga_tot_loss[loss=0.4332, simple_loss=0.4478, pruned_loss=0.2144, over 2474916.43 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06483, over 21019.19 utterances.], batch size: 32, lr: 2.31e-03
2022-08-20 04:28:58,030 INFO [train.py:927] (0/8) Epoch 1, batch 6850, giga_loss[loss=0.6138, simple_loss=0.5528, pruned_loss=0.3374, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.4367, simple_loss=0.4481, pruned_loss=0.2154, over 2473368.95 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06663, over 19994.12 utterances.], libri_tot_loss[loss=0.3896, simple_loss=0.5196, pruned_loss=1.157, over 2379962.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.06322, over 7633.80 utterances.], giga_tot_loss[loss=0.4292, simple_loss=0.445, pruned_loss=0.2107, over 2474239.14 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06631, over 21326.59 utterances.], batch size: 259, lr: 2.30e-03
2022-08-20 04:30:40,694 INFO [train.py:927] (0/8) Epoch 1, batch 6900, giga_loss[loss=0.482, simple_loss=0.4785, pruned_loss=0.2427, over 12381.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05262, over 161.00 utterances.], tot_loss[loss=0.4378, simple_loss=0.4487, pruned_loss=0.2156, over 2473219.42 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06815, over 20276.30 utterances.], libri_tot_loss[loss=0.3905, simple_loss=0.5177, pruned_loss=1.137, over 2381729.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.06223, over 7627.22 utterances.], giga_tot_loss[loss=0.4318, simple_loss=0.4467, pruned_loss=0.2117, over 2473965.20 frames. utt_duration=460.3 frames, utt_pad_proportion=0.06817, over 21566.74 utterances.], batch size: 161, lr: 2.30e-03
2022-08-20 04:32:24,762 INFO [train.py:927] (0/8) Epoch 1, batch 6950, giga_loss[loss=0.3623, simple_loss=0.4047, pruned_loss=0.16, over 12420.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03517, over 105.00 utterances.], tot_loss[loss=0.4396, simple_loss=0.449, pruned_loss=0.2167, over 2474296.17 frames. utt_duration=468 frames, utt_pad_proportion=0.07683, over 21214.41 utterances.], libri_tot_loss[loss=0.392, simple_loss=0.5153, pruned_loss=1.109, over 2384338.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.06829, over 7754.58 utterances.], giga_tot_loss[loss=0.4349, simple_loss=0.4476, pruned_loss=0.2136, over 2474987.99 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07465, over 22481.72 utterances.], batch size: 105, lr: 2.29e-03
2022-08-20 04:34:09,585 INFO [train.py:927] (0/8) Epoch 1, batch 7000, giga_loss[loss=0.4103, simple_loss=0.4453, pruned_loss=0.1876, over 12391.00 frames. utt_duration=973.6 frames, utt_pad_proportion=0.02932, over 51.00 utterances.], tot_loss[loss=0.4354, simple_loss=0.4471, pruned_loss=0.2132, over 2474786.75 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07228, over 20562.98 utterances.], libri_tot_loss[loss=0.3922, simple_loss=0.5129, pruned_loss=1.086, over 2386435.63 frames. utt_duration=1238 frames, utt_pad_proportion=0.06706, over 7719.00 utterances.], giga_tot_loss[loss=0.4325, simple_loss=0.4466, pruned_loss=0.2113, over 2475460.86 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07118, over 21890.63 utterances.], batch size: 51, lr: 2.29e-03
2022-08-20 04:35:50,835 INFO [train.py:927] (0/8) Epoch 1, batch 7050, giga_loss[loss=0.3649, simple_loss=0.3982, pruned_loss=0.1658, over 12469.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0409, over 34.00 utterances.], tot_loss[loss=0.4281, simple_loss=0.4422, pruned_loss=0.208, over 2474717.45 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07184, over 20136.10 utterances.], libri_tot_loss[loss=0.3933, simple_loss=0.5112, pruned_loss=1.068, over 2388210.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.06688, over 7742.59 utterances.], giga_tot_loss[loss=0.4255, simple_loss=0.4421, pruned_loss=0.206, over 2475234.92 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07107, over 21388.25 utterances.], batch size: 34, lr: 2.28e-03
2022-08-20 04:37:30,962 INFO [train.py:927] (0/8) Epoch 1, batch 7100, giga_loss[loss=0.5959, simple_loss=0.5352, pruned_loss=0.3283, over 12395.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09987, over 257.00 utterances.], tot_loss[loss=0.4316, simple_loss=0.4429, pruned_loss=0.211, over 2474825.33 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07279, over 20660.71 utterances.], libri_tot_loss[loss=0.3991, simple_loss=0.5112, pruned_loss=1.064, over 2389236.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.0664, over 7748.17 utterances.], giga_tot_loss[loss=0.4246, simple_loss=0.4421, pruned_loss=0.2048, over 2475087.45 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07232, over 21751.71 utterances.], batch size: 257, lr: 2.28e-03
2022-08-20 04:39:09,173 INFO [train.py:927] (0/8) Epoch 1, batch 7150, giga_loss[loss=0.544, simple_loss=0.5133, pruned_loss=0.2874, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.4367, simple_loss=0.4447, pruned_loss=0.215, over 2474123.22 frames. utt_duration=480 frames, utt_pad_proportion=0.07548, over 20682.85 utterances.], libri_tot_loss[loss=0.4024, simple_loss=0.5085, pruned_loss=1.032, over 2392117.59 frames. utt_duration=1242 frames, utt_pad_proportion=0.06435, over 7715.80 utterances.], giga_tot_loss[loss=0.4295, simple_loss=0.4441, pruned_loss=0.2085, over 2474759.81 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07565, over 22054.51 utterances.], batch size: 212, lr: 2.27e-03
2022-08-20 04:40:53,207 INFO [train.py:927] (0/8) Epoch 1, batch 7200, giga_loss[loss=0.3864, simple_loss=0.3892, pruned_loss=0.1918, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03589, over 37.00 utterances.], tot_loss[loss=0.4255, simple_loss=0.438, pruned_loss=0.2069, over 2474429.09 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07306, over 20009.99 utterances.], libri_tot_loss[loss=0.4018, simple_loss=0.5064, pruned_loss=1.014, over 2393490.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.06334, over 7705.60 utterances.], giga_tot_loss[loss=0.4208, simple_loss=0.4382, pruned_loss=0.2026, over 2475157.48 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07376, over 21338.88 utterances.], batch size: 37, lr: 2.27e-03
2022-08-20 04:42:33,890 INFO [train.py:927] (0/8) Epoch 1, batch 7250, giga_loss[loss=0.3678, simple_loss=0.4023, pruned_loss=0.1667, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02945, over 80.00 utterances.], tot_loss[loss=0.4237, simple_loss=0.4391, pruned_loss=0.2045, over 2474963.24 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07101, over 20409.72 utterances.], libri_tot_loss[loss=0.4031, simple_loss=0.5066, pruned_loss=0.9844, over 2396121.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.06179, over 7685.94 utterances.], giga_tot_loss[loss=0.4195, simple_loss=0.4368, pruned_loss=0.2017, over 2475716.45 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07227, over 21910.14 utterances.], batch size: 80, lr: 2.26e-03
2022-08-20 04:44:17,640 INFO [train.py:927] (0/8) Epoch 1, batch 7300, giga_loss[loss=0.4071, simple_loss=0.4401, pruned_loss=0.187, over 12370.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02926, over 85.00 utterances.], tot_loss[loss=0.4227, simple_loss=0.4386, pruned_loss=0.2037, over 2475072.83 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06778, over 20190.15 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.5068, pruned_loss=0.9745, over 2397238.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.06109, over 7671.76 utterances.], giga_tot_loss[loss=0.4169, simple_loss=0.4356, pruned_loss=0.1996, over 2475721.42 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06926, over 21557.71 utterances.], batch size: 85, lr: 2.26e-03
2022-08-20 04:45:53,904 INFO [train.py:927] (0/8) Epoch 1, batch 7350, giga_loss[loss=0.3522, simple_loss=0.4067, pruned_loss=0.1488, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.4125, simple_loss=0.4337, pruned_loss=0.1959, over 2475334.45 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06882, over 20753.13 utterances.], libri_tot_loss[loss=0.404, simple_loss=0.5002, pruned_loss=0.9303, over 2401062.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.05877, over 7623.16 utterances.], giga_tot_loss[loss=0.4103, simple_loss=0.4337, pruned_loss=0.1939, over 2476183.12 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07072, over 22560.06 utterances.], batch size: 85, lr: 2.25e-03
2022-08-20 04:47:35,957 INFO [train.py:927] (0/8) Epoch 1, batch 7400, giga_loss[loss=0.3599, simple_loss=0.409, pruned_loss=0.1554, over 12452.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03396, over 86.00 utterances.], tot_loss[loss=0.4041, simple_loss=0.4306, pruned_loss=0.1889, over 2475602.50 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07142, over 22347.04 utterances.], libri_tot_loss[loss=0.4028, simple_loss=0.4971, pruned_loss=0.9072, over 2402890.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05739, over 7603.83 utterances.], giga_tot_loss[loss=0.4034, simple_loss=0.4316, pruned_loss=0.1879, over 2476621.38 frames. utt_duration=411 frames, utt_pad_proportion=0.07318, over 24191.66 utterances.], batch size: 86, lr: 2.24e-03
2022-08-20 04:49:16,333 INFO [train.py:927] (0/8) Epoch 1, batch 7450, giga_loss[loss=0.3574, simple_loss=0.4193, pruned_loss=0.1477, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03401, over 105.00 utterances.], tot_loss[loss=0.4001, simple_loss=0.4304, pruned_loss=0.1851, over 2476040.87 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07053, over 22418.63 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4973, pruned_loss=0.8855, over 2405563.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.05583, over 7589.85 utterances.], giga_tot_loss[loss=0.3946, simple_loss=0.4286, pruned_loss=0.1805, over 2476728.93 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07257, over 24405.63 utterances.], batch size: 105, lr: 2.24e-03
2022-08-20 04:50:57,441 INFO [train.py:927] (0/8) Epoch 1, batch 7500, giga_loss[loss=0.4377, simple_loss=0.467, pruned_loss=0.2042, over 12400.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05893, over 182.00 utterances.], tot_loss[loss=0.4, simple_loss=0.4321, pruned_loss=0.184, over 2475597.33 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07087, over 22401.06 utterances.], libri_tot_loss[loss=0.4135, simple_loss=0.4986, pruned_loss=0.8683, over 2407261.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.05455, over 7579.17 utterances.], giga_tot_loss[loss=0.3906, simple_loss=0.4279, pruned_loss=0.1769, over 2476499.61 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07295, over 24402.93 utterances.], batch size: 182, lr: 2.23e-03
2022-08-20 04:52:40,461 INFO [train.py:927] (0/8) Epoch 1, batch 7550, giga_loss[loss=0.3507, simple_loss=0.4035, pruned_loss=0.149, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.389, simple_loss=0.4254, pruned_loss=0.1764, over 2476029.45 frames. utt_duration=433 frames, utt_pad_proportion=0.07025, over 22949.19 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4951, pruned_loss=0.8468, over 2409322.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05366, over 7567.12 utterances.], giga_tot_loss[loss=0.3826, simple_loss=0.4233, pruned_loss=0.1711, over 2476747.21 frames. utt_duration=398 frames, utt_pad_proportion=0.07226, over 24983.31 utterances.], batch size: 133, lr: 2.23e-03
2022-08-20 04:54:23,313 INFO [train.py:927] (0/8) Epoch 1, batch 7600, giga_loss[loss=0.38, simple_loss=0.4372, pruned_loss=0.1615, over 12366.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 362.00 utterances.], tot_loss[loss=0.3801, simple_loss=0.4205, pruned_loss=0.1699, over 2475716.46 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06911, over 23224.78 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4941, pruned_loss=0.8399, over 2409723.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.05333, over 7554.50 utterances.], giga_tot_loss[loss=0.3752, simple_loss=0.4191, pruned_loss=0.1658, over 2476506.27 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07089, over 24971.95 utterances.], batch size: 362, lr: 2.22e-03
2022-08-20 04:56:04,363 INFO [train.py:927] (0/8) Epoch 1, batch 7650, giga_loss[loss=0.3005, simple_loss=0.3666, pruned_loss=0.1172, over 12318.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02517, over 45.00 utterances.], tot_loss[loss=0.3705, simple_loss=0.4152, pruned_loss=0.163, over 2475954.03 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06772, over 22788.02 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.491, pruned_loss=0.8157, over 2411908.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05292, over 7561.57 utterances.], giga_tot_loss[loss=0.3671, simple_loss=0.4144, pruned_loss=0.16, over 2476693.11 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06955, over 24678.75 utterances.], batch size: 45, lr: 2.22e-03
2022-08-20 04:57:46,630 INFO [train.py:927] (0/8) Epoch 1, batch 7700, giga_loss[loss=0.4364, simple_loss=0.4559, pruned_loss=0.2084, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.3638, simple_loss=0.4117, pruned_loss=0.158, over 2476334.41 frames. utt_duration=421.7 frames, utt_pad_proportion=0.0717, over 23567.94 utterances.], libri_tot_loss[loss=0.4101, simple_loss=0.4912, pruned_loss=0.8063, over 2412917.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05231, over 7549.24 utterances.], giga_tot_loss[loss=0.3598, simple_loss=0.4097, pruned_loss=0.155, over 2476859.52 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07308, over 25276.63 utterances.], batch size: 146, lr: 2.21e-03
2022-08-20 04:59:31,696 INFO [train.py:927] (0/8) Epoch 1, batch 7750, libri_loss[loss=0.3836, simple_loss=0.4192, pruned_loss=0.174, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009032, over 38.00 utterances.], tot_loss[loss=0.3602, simple_loss=0.4084, pruned_loss=0.156, over 2475848.42 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07266, over 23575.92 utterances.], libri_tot_loss[loss=0.4088, simple_loss=0.4877, pruned_loss=0.781, over 2415310.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.05066, over 7530.46 utterances.], giga_tot_loss[loss=0.3563, simple_loss=0.407, pruned_loss=0.1529, over 2476381.09 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07439, over 25579.06 utterances.], batch size: 38, lr: 2.21e-03
2022-08-20 05:01:24,063 INFO [train.py:927] (0/8) Epoch 1, batch 7800, giga_loss[loss=0.3661, simple_loss=0.421, pruned_loss=0.1556, over 12408.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03668, over 105.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.4097, pruned_loss=0.1556, over 2475875.92 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07232, over 23974.65 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.4864, pruned_loss=0.7719, over 2416096.05 frames. utt_duration=1287 frames, utt_pad_proportion=0.05011, over 7516.60 utterances.], giga_tot_loss[loss=0.357, simple_loss=0.4086, pruned_loss=0.1528, over 2476394.35 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07393, over 25790.59 utterances.], batch size: 105, lr: 2.20e-03
2022-08-20 05:03:34,841 INFO [train.py:927] (0/8) Epoch 1, batch 7850, giga_loss[loss=0.3013, simple_loss=0.3691, pruned_loss=0.1167, over 12477.00 frames. utt_duration=704.1 frames, utt_pad_proportion=0.03148, over 71.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.4082, pruned_loss=0.1547, over 2476487.98 frames. utt_duration=411.4 frames, utt_pad_proportion=0.0723, over 24156.95 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4856, pruned_loss=0.7639, over 2416898.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.04953, over 7517.84 utterances.], giga_tot_loss[loss=0.3546, simple_loss=0.407, pruned_loss=0.1511, over 2476988.16 frames. utt_duration=385 frames, utt_pad_proportion=0.07383, over 25824.43 utterances.], batch size: 71, lr: 2.20e-03
2022-08-20 05:05:34,430 INFO [train.py:927] (0/8) Epoch 1, batch 7900, giga_loss[loss=0.2971, simple_loss=0.3702, pruned_loss=0.1119, over 12386.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02763, over 62.00 utterances.], tot_loss[loss=0.3531, simple_loss=0.4052, pruned_loss=0.1505, over 2476589.34 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07034, over 23379.81 utterances.], libri_tot_loss[loss=0.4102, simple_loss=0.4845, pruned_loss=0.7472, over 2418361.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.05637, over 7648.96 utterances.], giga_tot_loss[loss=0.3477, simple_loss=0.4031, pruned_loss=0.1462, over 2477268.62 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07021, over 25030.02 utterances.], batch size: 62, lr: 2.19e-03
2022-08-20 05:07:44,278 INFO [train.py:927] (0/8) Epoch 1, batch 7950, giga_loss[loss=0.3207, simple_loss=0.3836, pruned_loss=0.129, over 12381.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04245, over 133.00 utterances.], tot_loss[loss=0.3512, simple_loss=0.4048, pruned_loss=0.1488, over 2476428.99 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06875, over 23891.52 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.4863, pruned_loss=0.7366, over 2419122.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05568, over 7652.06 utterances.], giga_tot_loss[loss=0.3441, simple_loss=0.4003, pruned_loss=0.144, over 2477296.65 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06899, over 25474.51 utterances.], batch size: 133, lr: 2.19e-03
2022-08-20 05:09:36,863 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-8000.pt
2022-08-20 05:09:43,384 INFO [train.py:927] (0/8) Epoch 1, batch 8000, giga_loss[loss=0.3658, simple_loss=0.4154, pruned_loss=0.1581, over 12327.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.02908, over 66.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.4047, pruned_loss=0.154, over 2477388.69 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06736, over 23845.89 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4874, pruned_loss=0.7301, over 2420472.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.05552, over 7671.72 utterances.], giga_tot_loss[loss=0.3414, simple_loss=0.3979, pruned_loss=0.1425, over 2478179.67 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06776, over 25462.29 utterances.], batch size: 66, lr: 2.18e-03
2022-08-20 05:11:59,232 INFO [train.py:927] (0/8) Epoch 1, batch 8050, giga_loss[loss=0.2986, simple_loss=0.3644, pruned_loss=0.1164, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.3616, simple_loss=0.406, pruned_loss=0.1586, over 2477462.60 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06708, over 24063.16 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4882, pruned_loss=0.7218, over 2421577.75 frames. utt_duration=1267 frames, utt_pad_proportion=0.05451, over 7652.09 utterances.], giga_tot_loss[loss=0.3432, simple_loss=0.3981, pruned_loss=0.1441, over 2478357.47 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06776, over 25726.45 utterances.], batch size: 133, lr: 2.18e-03
2022-08-20 05:14:00,331 INFO [train.py:927] (0/8) Epoch 1, batch 8100, giga_loss[loss=0.3491, simple_loss=0.3851, pruned_loss=0.1565, over 12399.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05961, over 182.00 utterances.], tot_loss[loss=0.3556, simple_loss=0.3997, pruned_loss=0.1558, over 2477802.04 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06715, over 24237.21 utterances.], libri_tot_loss[loss=0.4264, simple_loss=0.4871, pruned_loss=0.7113, over 2422624.22 frames. utt_duration=1269 frames, utt_pad_proportion=0.05365, over 7648.08 utterances.], giga_tot_loss[loss=0.3399, simple_loss=0.3929, pruned_loss=0.1435, over 2478554.12 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06798, over 25853.18 utterances.], batch size: 182, lr: 2.17e-03
2022-08-20 05:16:00,095 INFO [train.py:927] (0/8) Epoch 1, batch 8150, giga_loss[loss=0.293, simple_loss=0.368, pruned_loss=0.109, over 12351.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03035, over 51.00 utterances.], tot_loss[loss=0.3517, simple_loss=0.3976, pruned_loss=0.1529, over 2477585.81 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06561, over 24511.60 utterances.], libri_tot_loss[loss=0.425, simple_loss=0.4846, pruned_loss=0.6977, over 2423772.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.05269, over 7616.22 utterances.], giga_tot_loss[loss=0.3388, simple_loss=0.3924, pruned_loss=0.1427, over 2478385.91 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06667, over 26219.15 utterances.], batch size: 51, lr: 2.17e-03
2022-08-20 05:18:06,681 INFO [train.py:927] (0/8) Epoch 1, batch 8200, giga_loss[loss=0.278, simple_loss=0.3539, pruned_loss=0.1011, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03658, over 113.00 utterances.], tot_loss[loss=0.3437, simple_loss=0.3931, pruned_loss=0.1472, over 2478065.48 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06541, over 25227.61 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4851, pruned_loss=0.6954, over 2424135.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05247, over 7614.14 utterances.], giga_tot_loss[loss=0.3327, simple_loss=0.3881, pruned_loss=0.1387, over 2478606.25 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06632, over 26648.17 utterances.], batch size: 113, lr: 2.16e-03
2022-08-20 05:20:09,789 INFO [train.py:927] (0/8) Epoch 1, batch 8250, giga_loss[loss=0.3155, simple_loss=0.3679, pruned_loss=0.1315, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02747, over 85.00 utterances.], tot_loss[loss=0.3441, simple_loss=0.3926, pruned_loss=0.1478, over 2477568.58 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06324, over 24391.00 utterances.], libri_tot_loss[loss=0.4293, simple_loss=0.4871, pruned_loss=0.6878, over 2425034.76 frames. utt_duration=1270 frames, utt_pad_proportion=0.05288, over 7646.82 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3853, pruned_loss=0.1379, over 2478142.64 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06406, over 25802.91 utterances.], batch size: 85, lr: 2.16e-03
2022-08-20 05:22:43,299 INFO [train.py:927] (0/8) Epoch 1, batch 8300, giga_loss[loss=0.2383, simple_loss=0.3188, pruned_loss=0.07889, over 12455.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03364, over 105.00 utterances.], tot_loss[loss=0.3389, simple_loss=0.3879, pruned_loss=0.145, over 2477693.00 frames. utt_duration=417 frames, utt_pad_proportion=0.06258, over 23834.84 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.485, pruned_loss=0.6746, over 2426096.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05185, over 7631.77 utterances.], giga_tot_loss[loss=0.3276, simple_loss=0.3819, pruned_loss=0.1367, over 2478361.90 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06363, over 25332.41 utterances.], batch size: 105, lr: 2.16e-03
2022-08-20 05:24:51,248 INFO [train.py:927] (0/8) Epoch 1, batch 8350, giga_loss[loss=0.2995, simple_loss=0.362, pruned_loss=0.1185, over 12451.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0355, over 98.00 utterances.], tot_loss[loss=0.3321, simple_loss=0.3815, pruned_loss=0.1414, over 2478227.69 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06368, over 24242.46 utterances.], libri_tot_loss[loss=0.4252, simple_loss=0.4817, pruned_loss=0.659, over 2427310.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.05169, over 7621.95 utterances.], giga_tot_loss[loss=0.3229, simple_loss=0.3769, pruned_loss=0.1345, over 2479065.48 frames. utt_duration=384 frames, utt_pad_proportion=0.06458, over 25900.01 utterances.], batch size: 98, lr: 2.15e-03
2022-08-20 05:26:53,146 INFO [train.py:927] (0/8) Epoch 1, batch 8400, giga_loss[loss=0.3592, simple_loss=0.4132, pruned_loss=0.1526, over 12437.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0293, over 122.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3798, pruned_loss=0.1412, over 2478193.48 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06761, over 24481.55 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4792, pruned_loss=0.6462, over 2428492.89 frames. utt_duration=1266 frames, utt_pad_proportion=0.05593, over 7680.76 utterances.], giga_tot_loss[loss=0.3233, simple_loss=0.376, pruned_loss=0.1353, over 2478936.21 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06697, over 26109.49 utterances.], batch size: 122, lr: 2.15e-03
2022-08-20 05:28:56,436 INFO [train.py:927] (0/8) Epoch 1, batch 8450, giga_loss[loss=0.2993, simple_loss=0.3543, pruned_loss=0.1222, over 12417.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03433, over 75.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3814, pruned_loss=0.1421, over 2478038.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06569, over 24341.17 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4795, pruned_loss=0.6371, over 2428841.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.0554, over 7674.14 utterances.], giga_tot_loss[loss=0.3248, simple_loss=0.3764, pruned_loss=0.1366, over 2479189.35 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06548, over 25936.88 utterances.], batch size: 75, lr: 2.14e-03
2022-08-20 05:31:02,115 INFO [train.py:927] (0/8) Epoch 1, batch 8500, giga_loss[loss=0.3005, simple_loss=0.3651, pruned_loss=0.1179, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.031, over 58.00 utterances.], tot_loss[loss=0.3361, simple_loss=0.381, pruned_loss=0.1456, over 2478246.05 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06464, over 24521.71 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4787, pruned_loss=0.6334, over 2429345.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.05494, over 7658.04 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3763, pruned_loss=0.1378, over 2479380.55 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06469, over 26035.75 utterances.], batch size: 58, lr: 2.14e-03
2022-08-20 05:33:19,375 INFO [train.py:927] (0/8) Epoch 1, batch 8550, giga_loss[loss=0.3359, simple_loss=0.3856, pruned_loss=0.1431, over 12451.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.3337, simple_loss=0.3798, pruned_loss=0.1438, over 2478042.66 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06672, over 24824.96 utterances.], libri_tot_loss[loss=0.4253, simple_loss=0.4773, pruned_loss=0.6265, over 2429712.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05435, over 7638.28 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3761, pruned_loss=0.1372, over 2479259.18 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06685, over 26266.58 utterances.], batch size: 162, lr: 2.13e-03
2022-08-20 05:35:33,830 INFO [train.py:927] (0/8) Epoch 1, batch 8600, giga_loss[loss=0.2319, simple_loss=0.3065, pruned_loss=0.07863, over 12303.00 frames. utt_duration=912.9 frames, utt_pad_proportion=0.02465, over 54.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.376, pruned_loss=0.1414, over 2477606.98 frames. utt_duration=392 frames, utt_pad_proportion=0.06917, over 25357.03 utterances.], libri_tot_loss[loss=0.4254, simple_loss=0.4771, pruned_loss=0.6202, over 2429862.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05373, over 7620.78 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3719, pruned_loss=0.1354, over 2479099.37 frames. utt_duration=371.7 frames, utt_pad_proportion=0.0694, over 26760.52 utterances.], batch size: 54, lr: 2.13e-03
2022-08-20 05:37:28,166 INFO [train.py:927] (0/8) Epoch 1, batch 8650, giga_loss[loss=0.2826, simple_loss=0.3473, pruned_loss=0.1089, over 12459.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.02688, over 75.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3766, pruned_loss=0.1396, over 2477528.99 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06743, over 24796.11 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4801, pruned_loss=0.6058, over 2430980.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.05267, over 7600.68 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3673, pruned_loss=0.1326, over 2479191.22 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0681, over 26465.50 utterances.], batch size: 75, lr: 2.12e-03
2022-08-20 05:39:26,349 INFO [train.py:927] (0/8) Epoch 1, batch 8700, giga_loss[loss=0.2706, simple_loss=0.3371, pruned_loss=0.1021, over 12376.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.3259, simple_loss=0.3751, pruned_loss=0.1383, over 2477612.86 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06814, over 24414.94 utterances.], libri_tot_loss[loss=0.4275, simple_loss=0.4795, pruned_loss=0.5953, over 2432194.57 frames. utt_duration=1284 frames, utt_pad_proportion=0.05164, over 7582.86 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.366, pruned_loss=0.1316, over 2478888.82 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06898, over 26140.03 utterances.], batch size: 146, lr: 2.12e-03
2022-08-20 05:41:31,759 INFO [train.py:927] (0/8) Epoch 1, batch 8750, giga_loss[loss=0.2481, simple_loss=0.3135, pruned_loss=0.09132, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02822, over 48.00 utterances.], tot_loss[loss=0.3193, simple_loss=0.3704, pruned_loss=0.1342, over 2477620.25 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06788, over 24701.04 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.4784, pruned_loss=0.5871, over 2432860.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05172, over 7597.88 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3623, pruned_loss=0.128, over 2478837.80 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06864, over 26349.72 utterances.], batch size: 48, lr: 2.11e-03
2022-08-20 05:43:48,955 INFO [train.py:927] (0/8) Epoch 1, batch 8800, giga_loss[loss=0.3092, simple_loss=0.3618, pruned_loss=0.1283, over 12425.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05763, over 182.00 utterances.], tot_loss[loss=0.316, simple_loss=0.3672, pruned_loss=0.1324, over 2477055.20 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06902, over 24495.55 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4743, pruned_loss=0.5697, over 2433992.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.05032, over 7570.53 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3604, pruned_loss=0.1269, over 2478598.88 frames. utt_duration=376 frames, utt_pad_proportion=0.07006, over 26447.93 utterances.], batch size: 182, lr: 2.11e-03
2022-08-20 05:45:50,730 INFO [train.py:927] (0/8) Epoch 1, batch 8850, giga_loss[loss=0.3328, simple_loss=0.3736, pruned_loss=0.146, over 12291.00 frames. utt_duration=746.2 frames, utt_pad_proportion=0.03346, over 66.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3708, pruned_loss=0.1354, over 2477408.96 frames. utt_duration=412.1 frames, utt_pad_proportion=0.0692, over 24114.50 utterances.], libri_tot_loss[loss=0.4284, simple_loss=0.4778, pruned_loss=0.5653, over 2434619.27 frames. utt_duration=1292 frames, utt_pad_proportion=0.04977, over 7543.30 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.36, pruned_loss=0.1268, over 2478848.20 frames. utt_duration=382.5 frames, utt_pad_proportion=0.07027, over 26001.44 utterances.], batch size: 66, lr: 2.10e-03
2022-08-20 05:47:50,221 INFO [train.py:927] (0/8) Epoch 1, batch 8900, giga_loss[loss=0.3559, simple_loss=0.3974, pruned_loss=0.1572, over 12428.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04954, over 162.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3773, pruned_loss=0.14, over 2477759.21 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06719, over 24807.12 utterances.], libri_tot_loss[loss=0.4342, simple_loss=0.4824, pruned_loss=0.5594, over 2435412.03 frames. utt_duration=1292 frames, utt_pad_proportion=0.04885, over 7546.66 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3621, pruned_loss=0.1288, over 2479167.38 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06852, over 26696.21 utterances.], batch size: 162, lr: 2.10e-03
2022-08-20 05:49:51,442 INFO [train.py:927] (0/8) Epoch 1, batch 8950, giga_loss[loss=0.2987, simple_loss=0.3661, pruned_loss=0.1156, over 12340.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3777, pruned_loss=0.1393, over 2477929.07 frames. utt_duration=400.3 frames, utt_pad_proportion=0.0662, over 24833.26 utterances.], libri_tot_loss[loss=0.4319, simple_loss=0.4796, pruned_loss=0.5457, over 2436495.44 frames. utt_duration=1297 frames, utt_pad_proportion=0.04762, over 7520.96 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3648, pruned_loss=0.1294, over 2479400.73 frames. utt_duration=370 frames, utt_pad_proportion=0.06777, over 26889.49 utterances.], batch size: 91, lr: 2.10e-03
2022-08-20 05:51:47,985 INFO [train.py:927] (0/8) Epoch 1, batch 9000, giga_loss[loss=0.296, simple_loss=0.3602, pruned_loss=0.1159, over 12391.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03066, over 122.00 utterances.], tot_loss[loss=0.3243, simple_loss=0.3747, pruned_loss=0.1369, over 2477527.06 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07163, over 25317.34 utterances.], libri_tot_loss[loss=0.4293, simple_loss=0.4765, pruned_loss=0.5323, over 2437453.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.05069, over 7580.31 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3638, pruned_loss=0.1283, over 2479131.15 frames. utt_duration=362 frames, utt_pad_proportion=0.07197, over 27481.34 utterances.], batch size: 122, lr: 2.09e-03
2022-08-20 05:51:48,003 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 05:52:01,407 INFO [train.py:967] (0/8) 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 05:54:06,312 INFO [train.py:927] (0/8) Epoch 1, batch 9050, giga_loss[loss=0.3562, simple_loss=0.3918, pruned_loss=0.1603, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0309, over 85.00 utterances.], tot_loss[loss=0.3184, simple_loss=0.3701, pruned_loss=0.1334, over 2476631.20 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06858, over 24470.02 utterances.], libri_tot_loss[loss=0.4281, simple_loss=0.4747, pruned_loss=0.5236, over 2437703.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05502, over 7656.86 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3607, pruned_loss=0.1254, over 2478579.56 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06798, over 26518.11 utterances.], batch size: 85, lr: 2.09e-03
2022-08-20 05:56:06,906 INFO [train.py:927] (0/8) Epoch 1, batch 9100, giga_loss[loss=0.3177, simple_loss=0.3667, pruned_loss=0.1344, over 12426.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07276, over 213.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3674, pruned_loss=0.1318, over 2476700.68 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0645, over 24035.39 utterances.], libri_tot_loss[loss=0.4265, simple_loss=0.4728, pruned_loss=0.5146, over 2438060.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.05402, over 7629.64 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3592, pruned_loss=0.1247, over 2478823.73 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06463, over 26077.18 utterances.], batch size: 213, lr: 2.08e-03
2022-08-20 05:58:13,867 INFO [train.py:927] (0/8) Epoch 1, batch 9150, giga_loss[loss=0.3727, simple_loss=0.3957, pruned_loss=0.1748, over 12411.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07033, over 213.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3673, pruned_loss=0.1313, over 2477188.90 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06271, over 23722.16 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4695, pruned_loss=0.5002, over 2439460.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.05241, over 7600.11 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3599, pruned_loss=0.1248, over 2479015.06 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06346, over 25988.30 utterances.], batch size: 213, lr: 2.08e-03
2022-08-20 06:00:15,197 INFO [train.py:927] (0/8) Epoch 1, batch 9200, giga_loss[loss=0.3641, simple_loss=0.4022, pruned_loss=0.163, over 12401.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07034, over 212.00 utterances.], tot_loss[loss=0.3203, simple_loss=0.3712, pruned_loss=0.1347, over 2477473.95 frames. utt_duration=395.5 frames, utt_pad_proportion=0.0673, over 25131.86 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4697, pruned_loss=0.4946, over 2439909.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.05252, over 7616.93 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3633, pruned_loss=0.128, over 2479201.05 frames. utt_duration=365.5 frames, utt_pad_proportion=0.0676, over 27220.71 utterances.], batch size: 212, lr: 2.07e-03
2022-08-20 06:02:20,158 INFO [train.py:927] (0/8) Epoch 1, batch 9250, libri_loss[loss=0.7339, simple_loss=0.4697, pruned_loss=0.499, over 12484.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.00711, over 39.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3768, pruned_loss=0.1397, over 2478028.78 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06868, over 25375.90 utterances.], libri_tot_loss[loss=0.4282, simple_loss=0.4716, pruned_loss=0.4915, over 2440594.63 frames. utt_duration=1285 frames, utt_pad_proportion=0.05169, over 7604.75 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.367, pruned_loss=0.1305, over 2479456.29 frames. utt_duration=363.5 frames, utt_pad_proportion=0.06912, over 27374.97 utterances.], batch size: 39, lr: 2.07e-03
2022-08-20 06:04:33,195 INFO [train.py:927] (0/8) Epoch 1, batch 9300, giga_loss[loss=0.2849, simple_loss=0.3419, pruned_loss=0.114, over 12410.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03931, over 40.00 utterances.], tot_loss[loss=0.331, simple_loss=0.3784, pruned_loss=0.1418, over 2477935.90 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0699, over 25633.72 utterances.], libri_tot_loss[loss=0.4311, simple_loss=0.4733, pruned_loss=0.4876, over 2441095.08 frames. utt_duration=1280 frames, utt_pad_proportion=0.05177, over 7637.17 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3674, pruned_loss=0.1316, over 2479298.12 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07026, over 27529.42 utterances.], batch size: 40, lr: 2.06e-03
2022-08-20 06:06:34,281 INFO [train.py:927] (0/8) Epoch 1, batch 9350, giga_loss[loss=0.3077, simple_loss=0.3592, pruned_loss=0.128, over 12421.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3766, pruned_loss=0.1395, over 2478298.18 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07013, over 25315.48 utterances.], libri_tot_loss[loss=0.4292, simple_loss=0.4716, pruned_loss=0.475, over 2441880.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05193, over 7666.54 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3657, pruned_loss=0.1302, over 2480016.82 frames. utt_duration=362 frames, utt_pad_proportion=0.07059, over 27497.51 utterances.], batch size: 183, lr: 2.06e-03
2022-08-20 06:08:41,798 INFO [train.py:927] (0/8) Epoch 1, batch 9400, giga_loss[loss=0.3161, simple_loss=0.3729, pruned_loss=0.1297, over 12429.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03197, over 122.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3734, pruned_loss=0.1373, over 2478203.40 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06991, over 25891.05 utterances.], libri_tot_loss[loss=0.4283, simple_loss=0.4712, pruned_loss=0.4715, over 2442220.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.05156, over 7654.92 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3643, pruned_loss=0.13, over 2479576.32 frames. utt_duration=358.1 frames, utt_pad_proportion=0.07043, over 27792.77 utterances.], batch size: 122, lr: 2.06e-03
2022-08-20 06:10:46,811 INFO [train.py:927] (0/8) Epoch 1, batch 9450, giga_loss[loss=0.2781, simple_loss=0.3579, pruned_loss=0.09916, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.3169, simple_loss=0.3698, pruned_loss=0.132, over 2477831.97 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07091, over 25665.27 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4704, pruned_loss=0.4646, over 2442644.84 frames. utt_duration=1283 frames, utt_pad_proportion=0.05101, over 7627.09 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3616, pruned_loss=0.1264, over 2479158.69 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07144, over 27496.08 utterances.], batch size: 66, lr: 2.05e-03
2022-08-20 06:12:39,245 INFO [train.py:927] (0/8) Epoch 1, batch 9500, giga_loss[loss=0.3246, simple_loss=0.3904, pruned_loss=0.1294, over 12443.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03719, over 133.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3763, pruned_loss=0.1318, over 2477568.44 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06905, over 24795.11 utterances.], libri_tot_loss[loss=0.4284, simple_loss=0.4738, pruned_loss=0.4551, over 2443651.59 frames. utt_duration=1289 frames, utt_pad_proportion=0.04968, over 7593.64 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3633, pruned_loss=0.1253, over 2478826.27 frames. utt_duration=370.6 frames, utt_pad_proportion=0.0701, over 26838.28 utterances.], batch size: 133, lr: 2.05e-03
2022-08-20 06:14:49,643 INFO [train.py:927] (0/8) Epoch 1, batch 9550, giga_loss[loss=0.2903, simple_loss=0.3483, pruned_loss=0.1162, over 12413.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06986, over 212.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3754, pruned_loss=0.1314, over 2477385.02 frames. utt_duration=402 frames, utt_pad_proportion=0.06717, over 24724.89 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4731, pruned_loss=0.4495, over 2444306.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.04889, over 7582.80 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.364, pruned_loss=0.1255, over 2478394.79 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06841, over 26653.62 utterances.], batch size: 212, lr: 2.04e-03
2022-08-20 06:17:06,078 INFO [train.py:927] (0/8) Epoch 1, batch 9600, giga_loss[loss=0.2905, simple_loss=0.3647, pruned_loss=0.1081, over 12421.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03825, over 105.00 utterances.], tot_loss[loss=0.317, simple_loss=0.373, pruned_loss=0.1305, over 2477658.51 frames. utt_duration=402.2 frames, utt_pad_proportion=0.0674, over 24714.14 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4702, pruned_loss=0.4399, over 2445005.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.04858, over 7574.32 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3634, pruned_loss=0.1245, over 2478876.79 frames. utt_duration=371.1 frames, utt_pad_proportion=0.0686, over 26809.30 utterances.], batch size: 105, lr: 2.04e-03
2022-08-20 06:19:22,734 INFO [train.py:927] (0/8) Epoch 1, batch 9650, giga_loss[loss=0.2969, simple_loss=0.3719, pruned_loss=0.111, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03294, over 75.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3729, pruned_loss=0.1301, over 2477706.11 frames. utt_duration=409 frames, utt_pad_proportion=0.06445, over 24302.39 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.4678, pruned_loss=0.4319, over 2445659.75 frames. utt_duration=1297 frames, utt_pad_proportion=0.04744, over 7553.33 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3646, pruned_loss=0.1241, over 2478987.89 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06607, over 26451.04 utterances.], batch size: 75, lr: 2.03e-03
2022-08-20 06:21:45,794 INFO [train.py:927] (0/8) Epoch 1, batch 9700, giga_loss[loss=0.3179, simple_loss=0.3685, pruned_loss=0.1336, over 12415.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0587, over 182.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.3719, pruned_loss=0.1296, over 2478328.23 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06572, over 24157.83 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4673, pruned_loss=0.4291, over 2445992.37 frames. utt_duration=1296 frames, utt_pad_proportion=0.04711, over 7558.80 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.365, pruned_loss=0.1248, over 2479325.88 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06707, over 25987.76 utterances.], batch size: 182, lr: 2.03e-03
2022-08-20 06:23:58,850 INFO [train.py:927] (0/8) Epoch 1, batch 9750, giga_loss[loss=0.3127, simple_loss=0.366, pruned_loss=0.1297, over 12424.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09619, over 256.00 utterances.], tot_loss[loss=0.317, simple_loss=0.3731, pruned_loss=0.1305, over 2478588.75 frames. utt_duration=423 frames, utt_pad_proportion=0.0661, over 23503.42 utterances.], libri_tot_loss[loss=0.4246, simple_loss=0.4685, pruned_loss=0.4203, over 2447067.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.05696, over 7761.33 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3635, pruned_loss=0.1239, over 2479579.95 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06498, over 25387.37 utterances.], batch size: 256, lr: 2.03e-03
2022-08-20 06:26:00,839 INFO [train.py:927] (0/8) Epoch 1, batch 9800, giga_loss[loss=0.3063, simple_loss=0.3709, pruned_loss=0.1208, over 12379.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02817, over 91.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3682, pruned_loss=0.1261, over 2478796.94 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06347, over 22994.90 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4654, pruned_loss=0.4108, over 2448421.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05554, over 7735.88 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.36, pruned_loss=0.1201, over 2479349.29 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06323, over 25043.66 utterances.], batch size: 91, lr: 2.02e-03
2022-08-20 06:27:55,583 INFO [train.py:927] (0/8) Epoch 1, batch 9850, giga_loss[loss=0.2754, simple_loss=0.3463, pruned_loss=0.1022, over 12304.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03662, over 51.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3685, pruned_loss=0.1268, over 2478322.73 frames. utt_duration=433.5 frames, utt_pad_proportion=0.06571, over 22931.34 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4632, pruned_loss=0.4044, over 2448832.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05484, over 7729.66 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3618, pruned_loss=0.1214, over 2479073.35 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06562, over 24906.70 utterances.], batch size: 51, lr: 2.02e-03
2022-08-20 06:29:45,421 INFO [train.py:927] (0/8) Epoch 1, batch 9900, giga_loss[loss=0.3085, simple_loss=0.37, pruned_loss=0.1235, over 12350.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03317, over 97.00 utterances.], tot_loss[loss=0.3084, simple_loss=0.3655, pruned_loss=0.1257, over 2478041.53 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0633, over 22596.77 utterances.], libri_tot_loss[loss=0.4178, simple_loss=0.4612, pruned_loss=0.3982, over 2449125.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05484, over 7748.18 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3598, pruned_loss=0.1207, over 2479023.89 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06347, over 24489.71 utterances.], batch size: 97, lr: 2.01e-03
2022-08-20 06:31:40,504 INFO [train.py:927] (0/8) Epoch 1, batch 9950, giga_loss[loss=0.4386, simple_loss=0.4535, pruned_loss=0.2119, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02893, over 42.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3674, pruned_loss=0.1293, over 2477848.25 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06986, over 23626.91 utterances.], libri_tot_loss[loss=0.4174, simple_loss=0.4602, pruned_loss=0.3951, over 2449514.11 frames. utt_duration=1264 frames, utt_pad_proportion=0.05514, over 7759.08 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3625, pruned_loss=0.1245, over 2478663.72 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06956, over 25321.32 utterances.], batch size: 42, lr: 2.01e-03
2022-08-20 06:33:23,055 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-10000.pt
2022-08-20 06:33:30,755 INFO [train.py:927] (0/8) Epoch 1, batch 10000, libri_loss[loss=0.325, simple_loss=0.3757, pruned_loss=0.1372, over 12125.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00618, over 32.00 utterances.], tot_loss[loss=0.333, simple_loss=0.3804, pruned_loss=0.1428, over 2475879.87 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07118, over 22816.90 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4584, pruned_loss=0.389, over 2449923.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.0544, over 7755.49 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3749, pruned_loss=0.1354, over 2477190.58 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07131, over 24754.86 utterances.], batch size: 32, lr: 2.01e-03
2022-08-20 06:35:14,250 INFO [train.py:927] (0/8) Epoch 1, batch 10050, giga_loss[loss=0.2636, simple_loss=0.3184, pruned_loss=0.1044, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0337, over 42.00 utterances.], tot_loss[loss=0.3335, simple_loss=0.3798, pruned_loss=0.1436, over 2474331.49 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07154, over 22023.99 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.456, pruned_loss=0.3798, over 2450474.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05366, over 7760.32 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.3748, pruned_loss=0.1372, over 2475801.61 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07207, over 24120.13 utterances.], batch size: 42, lr: 2.00e-03
2022-08-20 06:36:59,833 INFO [train.py:927] (0/8) Epoch 1, batch 10100, giga_loss[loss=0.2579, simple_loss=0.3225, pruned_loss=0.09664, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03634, over 105.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3712, pruned_loss=0.1389, over 2474007.17 frames. utt_duration=459.1 frames, utt_pad_proportion=0.06907, over 21618.65 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4534, pruned_loss=0.3735, over 2450302.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05296, over 7726.60 utterances.], giga_tot_loss[loss=0.318, simple_loss=0.3678, pruned_loss=0.1341, over 2475828.41 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06999, over 23617.14 utterances.], batch size: 105, lr: 2.00e-03
2022-08-20 06:38:40,307 INFO [train.py:927] (0/8) Epoch 1, batch 10150, giga_loss[loss=0.2342, simple_loss=0.3026, pruned_loss=0.08293, over 12382.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.04191, over 105.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3598, pruned_loss=0.1319, over 2473623.86 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06492, over 20223.56 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4511, pruned_loss=0.3665, over 2450595.80 frames. utt_duration=1273 frames, utt_pad_proportion=0.05227, over 7706.96 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3569, pruned_loss=0.128, over 2475430.04 frames. utt_duration=447.5 frames, utt_pad_proportion=0.06639, over 22191.79 utterances.], batch size: 105, lr: 1.99e-03
2022-08-20 06:40:23,167 INFO [train.py:927] (0/8) Epoch 1, batch 10200, giga_loss[loss=0.2473, simple_loss=0.313, pruned_loss=0.09081, over 12394.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02524, over 66.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3614, pruned_loss=0.1295, over 2473297.65 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06546, over 19367.15 utterances.], libri_tot_loss[loss=0.4125, simple_loss=0.4559, pruned_loss=0.3588, over 2450945.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05646, over 7779.17 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3511, pruned_loss=0.1249, over 2475248.41 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0653, over 21332.63 utterances.], batch size: 66, lr: 1.99e-03
2022-08-20 06:42:02,651 INFO [train.py:927] (0/8) Epoch 1, batch 10250, giga_loss[loss=0.2362, simple_loss=0.2974, pruned_loss=0.08753, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0328, over 80.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.354, pruned_loss=0.1257, over 2473779.24 frames. utt_duration=517.6 frames, utt_pad_proportion=0.0655, over 19169.35 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4547, pruned_loss=0.353, over 2451733.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.06032, over 7867.30 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3442, pruned_loss=0.1208, over 2475230.94 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06415, over 20990.53 utterances.], batch size: 80, lr: 1.99e-03
2022-08-20 06:43:45,738 INFO [train.py:927] (0/8) Epoch 1, batch 10300, giga_loss[loss=0.2654, simple_loss=0.3235, pruned_loss=0.1037, over 12417.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03766, over 123.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3451, pruned_loss=0.1209, over 2473579.37 frames. utt_duration=519 frames, utt_pad_proportion=0.06406, over 19115.94 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.454, pruned_loss=0.3512, over 2451922.79 frames. utt_duration=1249 frames, utt_pad_proportion=0.05987, over 7863.62 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3371, pruned_loss=0.1166, over 2474742.10 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06325, over 20651.97 utterances.], batch size: 123, lr: 1.98e-03
2022-08-20 06:45:27,350 INFO [train.py:927] (0/8) Epoch 1, batch 10350, libri_loss[loss=0.3558, simple_loss=0.3989, pruned_loss=0.1563, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0067, over 31.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3377, pruned_loss=0.117, over 2473937.44 frames. utt_duration=504.7 frames, utt_pad_proportion=0.0684, over 19665.16 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4522, pruned_loss=0.3465, over 2452423.18 frames. utt_duration=1254 frames, utt_pad_proportion=0.05879, over 7829.38 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3303, pruned_loss=0.1126, over 2474875.50 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06788, over 21179.62 utterances.], batch size: 31, lr: 1.98e-03
2022-08-20 06:47:10,370 INFO [train.py:927] (0/8) Epoch 1, batch 10400, giga_loss[loss=0.2475, simple_loss=0.2935, pruned_loss=0.1008, over 12398.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06919, over 212.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3333, pruned_loss=0.1146, over 2473634.75 frames. utt_duration=513 frames, utt_pad_proportion=0.06656, over 19343.76 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.453, pruned_loss=0.344, over 2452416.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05794, over 7802.96 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3245, pruned_loss=0.1091, over 2474784.10 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06662, over 20787.85 utterances.], batch size: 212, lr: 1.97e-03
2022-08-20 06:48:53,471 INFO [train.py:927] (0/8) Epoch 1, batch 10450, giga_loss[loss=0.4189, simple_loss=0.4235, pruned_loss=0.2071, over 12393.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3375, pruned_loss=0.1192, over 2474834.41 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06719, over 19907.79 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4529, pruned_loss=0.3411, over 2453062.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05744, over 7813.64 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3279, pruned_loss=0.1122, over 2475675.09 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06744, over 21324.23 utterances.], batch size: 258, lr: 1.97e-03
2022-08-20 06:50:39,003 INFO [train.py:927] (0/8) Epoch 1, batch 10500, giga_loss[loss=0.3947, simple_loss=0.4346, pruned_loss=0.1774, over 12434.00 frames. utt_duration=858.9 frames, utt_pad_proportion=0.02614, over 58.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3553, pruned_loss=0.1297, over 2474776.54 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0671, over 19667.41 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4551, pruned_loss=0.3398, over 2453229.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05702, over 7801.51 utterances.], giga_tot_loss[loss=0.2959, simple_loss=0.3448, pruned_loss=0.1235, over 2475497.36 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0675, over 20903.66 utterances.], batch size: 58, lr: 1.97e-03
2022-08-20 06:52:22,289 INFO [train.py:927] (0/8) Epoch 1, batch 10550, giga_loss[loss=0.288, simple_loss=0.3567, pruned_loss=0.1097, over 12352.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02593, over 70.00 utterances.], tot_loss[loss=0.3158, simple_loss=0.364, pruned_loss=0.1338, over 2474420.55 frames. utt_duration=506.9 frames, utt_pad_proportion=0.0687, over 19582.45 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4537, pruned_loss=0.3362, over 2453125.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.05641, over 7759.79 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3552, pruned_loss=0.1285, over 2475471.84 frames. utt_duration=477.2 frames, utt_pad_proportion=0.0692, over 20814.92 utterances.], batch size: 70, lr: 1.96e-03
2022-08-20 06:54:04,493 INFO [train.py:927] (0/8) Epoch 1, batch 10600, libri_loss[loss=0.4141, simple_loss=0.4519, pruned_loss=0.1881, over 12295.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008158, over 36.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.3767, pruned_loss=0.1443, over 2474808.11 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06658, over 19294.06 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4591, pruned_loss=0.3378, over 2453445.01 frames. utt_duration=1271 frames, utt_pad_proportion=0.0549, over 7732.56 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3626, pruned_loss=0.1329, over 2476038.03 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06771, over 20673.32 utterances.], batch size: 36, lr: 1.96e-03
2022-08-20 06:55:48,106 INFO [train.py:927] (0/8) Epoch 1, batch 10650, giga_loss[loss=0.3282, simple_loss=0.3784, pruned_loss=0.139, over 12384.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03929, over 37.00 utterances.], tot_loss[loss=0.3347, simple_loss=0.3787, pruned_loss=0.1453, over 2473904.84 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06527, over 18649.54 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4579, pruned_loss=0.3349, over 2453419.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05453, over 7732.57 utterances.], giga_tot_loss[loss=0.32, simple_loss=0.3675, pruned_loss=0.1362, over 2475192.49 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06646, over 19891.59 utterances.], batch size: 37, lr: 1.96e-03
2022-08-20 06:57:33,052 INFO [train.py:927] (0/8) Epoch 1, batch 10700, giga_loss[loss=0.3724, simple_loss=0.3934, pruned_loss=0.1757, over 12355.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.3352, simple_loss=0.3804, pruned_loss=0.145, over 2474916.58 frames. utt_duration=526 frames, utt_pad_proportion=0.06637, over 18875.06 utterances.], libri_tot_loss[loss=0.4187, simple_loss=0.4567, pruned_loss=0.332, over 2453753.07 frames. utt_duration=1272 frames, utt_pad_proportion=0.05398, over 7723.70 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3715, pruned_loss=0.1379, over 2475916.94 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06747, over 20008.15 utterances.], batch size: 372, lr: 1.95e-03
2022-08-20 06:59:16,121 INFO [train.py:927] (0/8) Epoch 1, batch 10750, giga_loss[loss=0.3357, simple_loss=0.3911, pruned_loss=0.1402, over 12406.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02925, over 62.00 utterances.], tot_loss[loss=0.3364, simple_loss=0.3826, pruned_loss=0.1451, over 2475366.65 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06959, over 19105.73 utterances.], libri_tot_loss[loss=0.4182, simple_loss=0.4562, pruned_loss=0.3296, over 2454080.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05769, over 7798.06 utterances.], giga_tot_loss[loss=0.3267, simple_loss=0.3751, pruned_loss=0.1391, over 2476153.03 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06925, over 20082.15 utterances.], batch size: 62, lr: 1.95e-03
2022-08-20 07:00:57,913 INFO [train.py:927] (0/8) Epoch 1, batch 10800, giga_loss[loss=0.3315, simple_loss=0.3909, pruned_loss=0.136, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02458, over 48.00 utterances.], tot_loss[loss=0.3366, simple_loss=0.3859, pruned_loss=0.1437, over 2474429.50 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06447, over 17699.18 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.4568, pruned_loss=0.3233, over 2454678.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05676, over 7794.88 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.3766, pruned_loss=0.138, over 2475281.47 frames. utt_duration=526 frames, utt_pad_proportion=0.06493, over 18877.29 utterances.], batch size: 48, lr: 1.94e-03
2022-08-20 07:02:41,017 INFO [train.py:927] (0/8) Epoch 1, batch 10850, giga_loss[loss=0.2763, simple_loss=0.3559, pruned_loss=0.09829, over 12449.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03208, over 31.00 utterances.], tot_loss[loss=0.3361, simple_loss=0.3872, pruned_loss=0.1425, over 2473880.89 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06588, over 17357.50 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.457, pruned_loss=0.3171, over 2455268.48 frames. utt_duration=1265 frames, utt_pad_proportion=0.05536, over 7770.76 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.3771, pruned_loss=0.137, over 2474715.60 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06679, over 18679.69 utterances.], batch size: 31, lr: 1.94e-03
2022-08-20 07:04:26,698 INFO [train.py:927] (0/8) Epoch 1, batch 10900, giga_loss[loss=0.3063, simple_loss=0.3751, pruned_loss=0.1187, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04204, over 31.00 utterances.], tot_loss[loss=0.3402, simple_loss=0.3882, pruned_loss=0.1461, over 2474009.63 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06658, over 17502.36 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4558, pruned_loss=0.3138, over 2455665.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.05445, over 7763.37 utterances.], giga_tot_loss[loss=0.3316, simple_loss=0.38, pruned_loss=0.1416, over 2474668.84 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06766, over 18732.66 utterances.], batch size: 31, lr: 1.94e-03
2022-08-20 07:06:12,239 INFO [train.py:927] (0/8) Epoch 1, batch 10950, giga_loss[loss=0.3216, simple_loss=0.3732, pruned_loss=0.135, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.3398, simple_loss=0.3868, pruned_loss=0.1464, over 2473774.73 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06104, over 16817.58 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4542, pruned_loss=0.3099, over 2455589.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.05364, over 7759.28 utterances.], giga_tot_loss[loss=0.3327, simple_loss=0.3801, pruned_loss=0.1426, over 2474756.93 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06268, over 18008.37 utterances.], batch size: 58, lr: 1.93e-03
2022-08-20 07:07:57,699 INFO [train.py:927] (0/8) Epoch 1, batch 11000, giga_loss[loss=0.3044, simple_loss=0.3664, pruned_loss=0.1212, over 12401.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.3405, simple_loss=0.386, pruned_loss=0.1475, over 2474173.11 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06786, over 17868.02 utterances.], libri_tot_loss[loss=0.4141, simple_loss=0.4539, pruned_loss=0.3072, over 2456155.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05345, over 7768.97 utterances.], giga_tot_loss[loss=0.3329, simple_loss=0.3794, pruned_loss=0.1432, over 2474855.03 frames. utt_duration=522 frames, utt_pad_proportion=0.06889, over 19018.34 utterances.], batch size: 133, lr: 1.93e-03
2022-08-20 07:09:43,622 INFO [train.py:927] (0/8) Epoch 1, batch 11050, giga_loss[loss=0.2821, simple_loss=0.3448, pruned_loss=0.1097, over 12452.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03096, over 75.00 utterances.], tot_loss[loss=0.3358, simple_loss=0.3826, pruned_loss=0.1445, over 2474886.68 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06238, over 17279.19 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4537, pruned_loss=0.3058, over 2456166.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05287, over 7748.52 utterances.], giga_tot_loss[loss=0.3286, simple_loss=0.3767, pruned_loss=0.1403, over 2475666.51 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06378, over 18337.36 utterances.], batch size: 75, lr: 1.93e-03
2022-08-20 07:11:27,011 INFO [train.py:927] (0/8) Epoch 1, batch 11100, libri_loss[loss=0.4631, simple_loss=0.5231, pruned_loss=0.2016, over 12352.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01578, over 41.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3769, pruned_loss=0.1403, over 2475137.21 frames. utt_duration=557 frames, utt_pad_proportion=0.064, over 17823.95 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4533, pruned_loss=0.3022, over 2456428.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05686, over 7833.30 utterances.], giga_tot_loss[loss=0.3208, simple_loss=0.3703, pruned_loss=0.1356, over 2476042.02 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06356, over 18871.14 utterances.], batch size: 41, lr: 1.92e-03
2022-08-20 07:13:12,188 INFO [train.py:927] (0/8) Epoch 1, batch 11150, libri_loss[loss=0.4065, simple_loss=0.4403, pruned_loss=0.1863, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006713, over 36.00 utterances.], tot_loss[loss=0.3194, simple_loss=0.3693, pruned_loss=0.1347, over 2474861.14 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06653, over 18399.51 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4528, pruned_loss=0.2987, over 2456848.71 frames. utt_duration=1256 frames, utt_pad_proportion=0.05613, over 7832.36 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3627, pruned_loss=0.1304, over 2475609.82 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06643, over 19478.23 utterances.], batch size: 36, lr: 1.92e-03
2022-08-20 07:14:56,161 INFO [train.py:927] (0/8) Epoch 1, batch 11200, giga_loss[loss=0.3618, simple_loss=0.4037, pruned_loss=0.1599, over 12406.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0684, over 211.00 utterances.], tot_loss[loss=0.3173, simple_loss=0.3678, pruned_loss=0.1334, over 2474328.35 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06333, over 17754.49 utterances.], libri_tot_loss[loss=0.4119, simple_loss=0.4516, pruned_loss=0.2952, over 2457243.04 frames. utt_duration=1259 frames, utt_pad_proportion=0.05503, over 7814.70 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3618, pruned_loss=0.1295, over 2474981.72 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06388, over 18861.10 utterances.], batch size: 211, lr: 1.92e-03
2022-08-20 07:16:38,068 INFO [train.py:927] (0/8) Epoch 1, batch 11250, giga_loss[loss=0.2761, simple_loss=0.3306, pruned_loss=0.1108, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03101, over 42.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3621, pruned_loss=0.13, over 2473341.49 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06195, over 17811.31 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.451, pruned_loss=0.2943, over 2457224.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05487, over 7803.62 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3575, pruned_loss=0.1269, over 2473950.72 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06252, over 18736.61 utterances.], batch size: 42, lr: 1.91e-03
2022-08-20 07:18:23,947 INFO [train.py:927] (0/8) Epoch 1, batch 11300, giga_loss[loss=0.2793, simple_loss=0.3287, pruned_loss=0.115, over 12290.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02678, over 42.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3583, pruned_loss=0.1287, over 2473098.94 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05796, over 16745.44 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4515, pruned_loss=0.2932, over 2457238.38 frames. utt_duration=1265 frames, utt_pad_proportion=0.05411, over 7779.74 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3525, pruned_loss=0.1242, over 2473874.06 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05897, over 17675.38 utterances.], batch size: 42, lr: 1.91e-03
2022-08-20 07:20:06,049 INFO [train.py:927] (0/8) Epoch 1, batch 11350, giga_loss[loss=0.2332, simple_loss=0.2947, pruned_loss=0.08586, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02846, over 48.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3537, pruned_loss=0.1262, over 2473243.73 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05479, over 16348.95 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4512, pruned_loss=0.2922, over 2457366.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.05355, over 7757.19 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.348, pruned_loss=0.1212, over 2473961.06 frames. utt_duration=576 frames, utt_pad_proportion=0.05599, over 17223.70 utterances.], batch size: 48, lr: 1.90e-03
2022-08-20 07:21:48,068 INFO [train.py:927] (0/8) Epoch 1, batch 11400, libri_loss[loss=0.3863, simple_loss=0.3752, pruned_loss=0.1987, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008348, over 30.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3512, pruned_loss=0.1273, over 2473293.80 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05309, over 16061.81 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4512, pruned_loss=0.2926, over 2457787.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05282, over 7747.01 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3448, pruned_loss=0.1199, over 2473758.67 frames. utt_duration=586 frames, utt_pad_proportion=0.05447, over 16929.51 utterances.], batch size: 30, lr: 1.90e-03
2022-08-20 07:23:30,153 INFO [train.py:927] (0/8) Epoch 1, batch 11450, giga_loss[loss=0.2461, simple_loss=0.3085, pruned_loss=0.09179, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04751, over 34.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3459, pruned_loss=0.1231, over 2473126.55 frames. utt_duration=651.2 frames, utt_pad_proportion=0.04943, over 15225.46 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4489, pruned_loss=0.2882, over 2457896.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05174, over 7699.17 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3402, pruned_loss=0.1167, over 2473816.55 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05122, over 16175.04 utterances.], batch size: 34, lr: 1.90e-03
2022-08-20 07:25:17,383 INFO [train.py:927] (0/8) Epoch 1, batch 11500, giga_loss[loss=0.2633, simple_loss=0.3221, pruned_loss=0.1022, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03208, over 62.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3458, pruned_loss=0.1225, over 2472965.82 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05128, over 15490.76 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4485, pruned_loss=0.2875, over 2457942.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.05155, over 7693.67 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3412, pruned_loss=0.1174, over 2473530.28 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05266, over 16270.74 utterances.], batch size: 62, lr: 1.89e-03
2022-08-20 07:27:02,888 INFO [train.py:927] (0/8) Epoch 1, batch 11550, giga_loss[loss=0.3703, simple_loss=0.4075, pruned_loss=0.1666, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.3082, simple_loss=0.357, pruned_loss=0.1297, over 2473349.12 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05883, over 16923.82 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4499, pruned_loss=0.2861, over 2458212.98 frames. utt_duration=1281 frames, utt_pad_proportion=0.05114, over 7685.75 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3511, pruned_loss=0.1255, over 2473687.47 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0597, over 17617.90 utterances.], batch size: 123, lr: 1.89e-03
2022-08-20 07:28:47,072 INFO [train.py:927] (0/8) Epoch 1, batch 11600, giga_loss[loss=0.478, simple_loss=0.4743, pruned_loss=0.2408, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.3225, simple_loss=0.3692, pruned_loss=0.1379, over 2474330.96 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05995, over 17702.10 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4507, pruned_loss=0.2832, over 2458936.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.05008, over 7663.32 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3611, pruned_loss=0.1323, over 2474432.81 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06106, over 18595.76 utterances.], batch size: 259, lr: 1.89e-03
2022-08-20 07:30:31,023 INFO [train.py:927] (0/8) Epoch 1, batch 11650, giga_loss[loss=0.3047, simple_loss=0.3596, pruned_loss=0.1249, over 12271.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02732, over 54.00 utterances.], tot_loss[loss=0.3289, simple_loss=0.3754, pruned_loss=0.1412, over 2473714.29 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05876, over 17473.13 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4496, pruned_loss=0.2802, over 2459247.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05397, over 7740.35 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.3682, pruned_loss=0.1362, over 2473862.34 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05828, over 18333.21 utterances.], batch size: 54, lr: 1.88e-03
2022-08-20 07:32:14,506 INFO [train.py:927] (0/8) Epoch 1, batch 11700, libri_loss[loss=0.3562, simple_loss=0.3791, pruned_loss=0.1667, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005406, over 31.00 utterances.], tot_loss[loss=0.327, simple_loss=0.3743, pruned_loss=0.1399, over 2474218.03 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06255, over 18163.86 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4485, pruned_loss=0.2784, over 2459489.44 frames. utt_duration=1276 frames, utt_pad_proportion=0.05338, over 7720.32 utterances.], giga_tot_loss[loss=0.3199, simple_loss=0.3686, pruned_loss=0.1357, over 2474304.63 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06228, over 18999.91 utterances.], batch size: 31, lr: 1.88e-03
2022-08-20 07:33:58,276 INFO [train.py:927] (0/8) Epoch 1, batch 11750, giga_loss[loss=0.3712, simple_loss=0.3966, pruned_loss=0.1729, over 12445.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.323, simple_loss=0.372, pruned_loss=0.137, over 2473972.96 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06387, over 18373.98 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4479, pruned_loss=0.2772, over 2459267.05 frames. utt_duration=1279 frames, utt_pad_proportion=0.05317, over 7699.17 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3674, pruned_loss=0.1335, over 2474355.38 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06373, over 19139.93 utterances.], batch size: 123, lr: 1.88e-03
2022-08-20 07:35:41,628 INFO [train.py:927] (0/8) Epoch 1, batch 11800, giga_loss[loss=0.3103, simple_loss=0.3638, pruned_loss=0.1284, over 12346.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.38, pruned_loss=0.1427, over 2473838.15 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06463, over 18001.07 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4508, pruned_loss=0.2764, over 2459503.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.05702, over 7805.03 utterances.], giga_tot_loss[loss=0.3229, simple_loss=0.372, pruned_loss=0.1369, over 2474335.91 frames. utt_duration=528 frames, utt_pad_proportion=0.06334, over 18798.12 utterances.], batch size: 91, lr: 1.87e-03
2022-08-20 07:37:26,361 INFO [train.py:927] (0/8) Epoch 1, batch 11850, giga_loss[loss=0.3337, simple_loss=0.3782, pruned_loss=0.1446, over 12193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03242, over 39.00 utterances.], tot_loss[loss=0.3437, simple_loss=0.3867, pruned_loss=0.1504, over 2473686.77 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06535, over 17818.24 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4545, pruned_loss=0.2804, over 2459597.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.0565, over 7789.21 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.3759, pruned_loss=0.1403, over 2474241.06 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06452, over 18639.19 utterances.], batch size: 39, lr: 1.87e-03
2022-08-20 07:39:11,938 INFO [train.py:927] (0/8) Epoch 1, batch 11900, giga_loss[loss=0.315, simple_loss=0.369, pruned_loss=0.1306, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03121, over 28.00 utterances.], tot_loss[loss=0.3425, simple_loss=0.3861, pruned_loss=0.1495, over 2474515.65 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06401, over 17889.05 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4538, pruned_loss=0.2788, over 2459789.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05591, over 7782.35 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3774, pruned_loss=0.1412, over 2474984.71 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06367, over 18677.65 utterances.], batch size: 28, lr: 1.87e-03
2022-08-20 07:40:55,786 INFO [train.py:927] (0/8) Epoch 1, batch 11950, giga_loss[loss=0.2803, simple_loss=0.3546, pruned_loss=0.103, over 12422.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03358, over 75.00 utterances.], tot_loss[loss=0.3387, simple_loss=0.3841, pruned_loss=0.1467, over 2474449.38 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06526, over 17720.10 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4525, pruned_loss=0.2763, over 2459848.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.05942, over 7838.93 utterances.], giga_tot_loss[loss=0.3286, simple_loss=0.3771, pruned_loss=0.14, over 2475019.49 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06357, over 18466.29 utterances.], batch size: 75, lr: 1.86e-03
2022-08-20 07:42:42,358 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-12000.pt
2022-08-20 07:42:46,657 INFO [train.py:927] (0/8) Epoch 1, batch 12000, giga_loss[loss=0.2995, simple_loss=0.3699, pruned_loss=0.1145, over 12263.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02764, over 54.00 utterances.], tot_loss[loss=0.3338, simple_loss=0.3821, pruned_loss=0.1428, over 2473509.44 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06673, over 17552.88 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.452, pruned_loss=0.2757, over 2459780.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05923, over 7828.74 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3767, pruned_loss=0.1375, over 2474079.97 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06542, over 18190.04 utterances.], batch size: 54, lr: 1.86e-03
2022-08-20 07:42:46,666 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (0/8) 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 07:44:39,007 INFO [train.py:927] (0/8) Epoch 1, batch 12050, giga_loss[loss=0.2646, simple_loss=0.3389, pruned_loss=0.09515, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03212, over 62.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3784, pruned_loss=0.1396, over 2473352.29 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06713, over 16813.17 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4511, pruned_loss=0.2736, over 2460234.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.06335, over 7890.91 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3736, pruned_loss=0.1349, over 2473642.16 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06449, over 17430.72 utterances.], batch size: 62, lr: 1.86e-03
2022-08-20 07:46:20,039 INFO [train.py:927] (0/8) Epoch 1, batch 12100, giga_loss[loss=0.2886, simple_loss=0.3531, pruned_loss=0.1121, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03889, over 37.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3778, pruned_loss=0.1388, over 2472944.21 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06482, over 16588.61 utterances.], libri_tot_loss[loss=0.4182, simple_loss=0.4511, pruned_loss=0.2721, over 2460362.53 frames. utt_duration=1251 frames, utt_pad_proportion=0.06263, over 7873.61 utterances.], giga_tot_loss[loss=0.3212, simple_loss=0.373, pruned_loss=0.1347, over 2473245.09 frames. utt_duration=576.1 frames, utt_pad_proportion=0.0631, over 17218.54 utterances.], batch size: 37, lr: 1.85e-03
2022-08-20 07:47:59,617 INFO [train.py:927] (0/8) Epoch 1, batch 12150, giga_loss[loss=0.3651, simple_loss=0.4136, pruned_loss=0.1584, over 12381.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3844, pruned_loss=0.139, over 2471799.04 frames. utt_duration=611 frames, utt_pad_proportion=0.06179, over 16222.51 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4569, pruned_loss=0.2711, over 2460574.66 frames. utt_duration=1241 frames, utt_pad_proportion=0.06611, over 7938.20 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.3743, pruned_loss=0.1348, over 2472019.88 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05919, over 16779.33 utterances.], batch size: 161, lr: 1.85e-03
2022-08-20 07:49:42,433 INFO [train.py:927] (0/8) Epoch 1, batch 12200, giga_loss[loss=0.3076, simple_loss=0.3668, pruned_loss=0.1242, over 12356.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03511, over 104.00 utterances.], tot_loss[loss=0.3289, simple_loss=0.3833, pruned_loss=0.1372, over 2472466.33 frames. utt_duration=627.9 frames, utt_pad_proportion=0.05868, over 15789.13 utterances.], libri_tot_loss[loss=0.4216, simple_loss=0.4579, pruned_loss=0.2697, over 2460896.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.0653, over 7931.15 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3735, pruned_loss=0.1334, over 2472520.93 frames. utt_duration=606.7 frames, utt_pad_proportion=0.05698, over 16342.43 utterances.], batch size: 104, lr: 1.85e-03
2022-08-20 07:51:21,892 INFO [train.py:927] (0/8) Epoch 1, batch 12250, giga_loss[loss=0.2894, simple_loss=0.3544, pruned_loss=0.1122, over 12395.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02619, over 66.00 utterances.], tot_loss[loss=0.3266, simple_loss=0.3798, pruned_loss=0.1367, over 2472785.61 frames. utt_duration=640.6 frames, utt_pad_proportion=0.0591, over 15476.67 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4568, pruned_loss=0.2675, over 2461206.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.0647, over 7926.12 utterances.], giga_tot_loss[loss=0.3176, simple_loss=0.3709, pruned_loss=0.1321, over 2472857.89 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05793, over 16128.00 utterances.], batch size: 66, lr: 1.84e-03
2022-08-20 07:53:09,684 INFO [train.py:927] (0/8) Epoch 1, batch 12300, giga_loss[loss=0.3876, simple_loss=0.4179, pruned_loss=0.1786, over 12349.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03613, over 132.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3771, pruned_loss=0.1387, over 2472193.97 frames. utt_duration=628.7 frames, utt_pad_proportion=0.06016, over 15766.34 utterances.], libri_tot_loss[loss=0.4243, simple_loss=0.4566, pruned_loss=0.2696, over 2461340.09 frames. utt_duration=1247 frames, utt_pad_proportion=0.06401, over 7903.32 utterances.], giga_tot_loss[loss=0.3159, simple_loss=0.3692, pruned_loss=0.1313, over 2472277.68 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05947, over 16400.10 utterances.], batch size: 132, lr: 1.84e-03
2022-08-20 07:54:49,102 INFO [train.py:927] (0/8) Epoch 1, batch 12350, giga_loss[loss=0.2615, simple_loss=0.3286, pruned_loss=0.09715, over 12365.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03163, over 58.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3787, pruned_loss=0.1402, over 2472668.40 frames. utt_duration=654.5 frames, utt_pad_proportion=0.05591, over 15146.06 utterances.], libri_tot_loss[loss=0.4253, simple_loss=0.4576, pruned_loss=0.2672, over 2461591.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.06313, over 7899.02 utterances.], giga_tot_loss[loss=0.3161, simple_loss=0.3687, pruned_loss=0.1318, over 2472899.04 frames. utt_duration=622 frames, utt_pad_proportion=0.05582, over 15940.61 utterances.], batch size: 58, lr: 1.84e-03
2022-08-20 07:56:31,108 INFO [train.py:927] (0/8) Epoch 1, batch 12400, giga_loss[loss=0.301, simple_loss=0.3488, pruned_loss=0.1266, over 12441.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02998, over 80.00 utterances.], tot_loss[loss=0.3225, simple_loss=0.3723, pruned_loss=0.1364, over 2472264.37 frames. utt_duration=662.1 frames, utt_pad_proportion=0.05245, over 14969.80 utterances.], libri_tot_loss[loss=0.425, simple_loss=0.4573, pruned_loss=0.2664, over 2461384.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.06263, over 7892.04 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3641, pruned_loss=0.1295, over 2472704.69 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05271, over 15659.51 utterances.], batch size: 80, lr: 1.83e-03
2022-08-20 07:58:11,398 INFO [train.py:927] (0/8) Epoch 1, batch 12450, giga_loss[loss=0.3031, simple_loss=0.3622, pruned_loss=0.122, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05476, over 162.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.368, pruned_loss=0.1342, over 2472544.86 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05652, over 15476.77 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4565, pruned_loss=0.2649, over 2461530.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.0627, over 7913.68 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.361, pruned_loss=0.1282, over 2472919.64 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05648, over 16107.73 utterances.], batch size: 162, lr: 1.83e-03
2022-08-20 07:59:55,565 INFO [train.py:927] (0/8) Epoch 1, batch 12500, giga_loss[loss=0.279, simple_loss=0.3486, pruned_loss=0.1047, over 12365.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.368, pruned_loss=0.1338, over 2472706.05 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05995, over 16363.79 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4559, pruned_loss=0.2633, over 2461818.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.06197, over 7898.06 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3617, pruned_loss=0.1287, over 2472908.44 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06006, over 16979.77 utterances.], batch size: 97, lr: 1.83e-03
2022-08-20 08:01:35,565 INFO [train.py:927] (0/8) Epoch 1, batch 12550, giga_loss[loss=0.3173, simple_loss=0.3715, pruned_loss=0.1315, over 12446.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3697, pruned_loss=0.1327, over 2472973.05 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06115, over 16868.83 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4574, pruned_loss=0.2628, over 2461947.34 frames. utt_duration=1250 frames, utt_pad_proportion=0.06175, over 7890.57 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.363, pruned_loss=0.1286, over 2473063.42 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06128, over 17398.15 utterances.], batch size: 133, lr: 1.83e-03
2022-08-20 08:03:13,918 INFO [train.py:927] (0/8) Epoch 1, batch 12600, giga_loss[loss=0.3033, simple_loss=0.3611, pruned_loss=0.1227, over 12438.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03214, over 75.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3718, pruned_loss=0.1332, over 2473466.69 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05838, over 17625.60 utterances.], libri_tot_loss[loss=0.4254, simple_loss=0.4591, pruned_loss=0.2624, over 2461925.34 frames. utt_duration=1251 frames, utt_pad_proportion=0.06105, over 7879.32 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3639, pruned_loss=0.1287, over 2473700.49 frames. utt_duration=546 frames, utt_pad_proportion=0.05881, over 18170.87 utterances.], batch size: 75, lr: 1.82e-03
2022-08-20 08:04:52,037 INFO [train.py:927] (0/8) Epoch 1, batch 12650, libri_loss[loss=0.3873, simple_loss=0.4255, pruned_loss=0.1745, over 12394.00 frames. utt_duration=973.6 frames, utt_pad_proportion=0.05932, over 51.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3766, pruned_loss=0.138, over 2473855.06 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05865, over 17598.61 utterances.], libri_tot_loss[loss=0.4308, simple_loss=0.4629, pruned_loss=0.264, over 2462406.92 frames. utt_duration=1251 frames, utt_pad_proportion=0.06079, over 7884.22 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3649, pruned_loss=0.1298, over 2473917.11 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05907, over 18300.14 utterances.], batch size: 51, lr: 1.82e-03
2022-08-20 08:06:31,549 INFO [train.py:927] (0/8) Epoch 1, batch 12700, giga_loss[loss=0.3825, simple_loss=0.4132, pruned_loss=0.1759, over 12381.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06497, over 183.00 utterances.], tot_loss[loss=0.3246, simple_loss=0.3753, pruned_loss=0.1369, over 2473891.36 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05538, over 17424.38 utterances.], libri_tot_loss[loss=0.4271, simple_loss=0.4596, pruned_loss=0.2597, over 2462567.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05986, over 7845.16 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3662, pruned_loss=0.1302, over 2474165.23 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05615, over 18325.44 utterances.], batch size: 183, lr: 1.82e-03
2022-08-20 08:08:11,235 INFO [train.py:927] (0/8) Epoch 1, batch 12750, giga_loss[loss=0.3711, simple_loss=0.4081, pruned_loss=0.1671, over 12401.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.0687, over 211.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.376, pruned_loss=0.1377, over 2473483.39 frames. utt_duration=564 frames, utt_pad_proportion=0.05763, over 17591.09 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4569, pruned_loss=0.2555, over 2462717.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05921, over 7857.96 utterances.], giga_tot_loss[loss=0.3156, simple_loss=0.368, pruned_loss=0.1317, over 2473980.14 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05829, over 18649.37 utterances.], batch size: 211, lr: 1.81e-03
2022-08-20 08:09:49,921 INFO [train.py:927] (0/8) Epoch 1, batch 12800, giga_loss[loss=0.3104, simple_loss=0.3717, pruned_loss=0.1246, over 12362.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06601, over 183.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3769, pruned_loss=0.1383, over 2473365.26 frames. utt_duration=561 frames, utt_pad_proportion=0.0584, over 17681.80 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4557, pruned_loss=0.2524, over 2462712.97 frames. utt_duration=1254 frames, utt_pad_proportion=0.05824, over 7866.84 utterances.], giga_tot_loss[loss=0.3164, simple_loss=0.3687, pruned_loss=0.1321, over 2474127.69 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05923, over 18874.38 utterances.], batch size: 183, lr: 1.81e-03
2022-08-20 08:11:28,464 INFO [train.py:927] (0/8) Epoch 1, batch 12850, libri_loss[loss=0.3922, simple_loss=0.4253, pruned_loss=0.1796, over 12229.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005322, over 34.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3761, pruned_loss=0.1375, over 2473742.70 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05864, over 18050.77 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.4529, pruned_loss=0.2486, over 2462786.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05697, over 7811.35 utterances.], giga_tot_loss[loss=0.317, simple_loss=0.3695, pruned_loss=0.1322, over 2474640.53 frames. utt_duration=512.6 frames, utt_pad_proportion=0.05974, over 19369.22 utterances.], batch size: 34, lr: 1.81e-03
2022-08-20 08:13:13,257 INFO [train.py:927] (0/8) Epoch 1, batch 12900, giga_loss[loss=0.287, simple_loss=0.3475, pruned_loss=0.1132, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03163, over 85.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3729, pruned_loss=0.1355, over 2473384.81 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05793, over 18349.61 utterances.], libri_tot_loss[loss=0.4178, simple_loss=0.4514, pruned_loss=0.2466, over 2462918.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05617, over 7785.31 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3676, pruned_loss=0.1311, over 2474168.39 frames. utt_duration=506.2 frames, utt_pad_proportion=0.05914, over 19611.17 utterances.], batch size: 85, lr: 1.80e-03
2022-08-20 08:14:52,032 INFO [train.py:927] (0/8) Epoch 1, batch 12950, giga_loss[loss=0.2932, simple_loss=0.3669, pruned_loss=0.1097, over 12378.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02779, over 70.00 utterances.], tot_loss[loss=0.3177, simple_loss=0.3698, pruned_loss=0.1328, over 2473826.30 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05813, over 18523.31 utterances.], libri_tot_loss[loss=0.4174, simple_loss=0.4509, pruned_loss=0.2457, over 2462969.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05558, over 7776.56 utterances.], giga_tot_loss[loss=0.3112, simple_loss=0.365, pruned_loss=0.1287, over 2474535.78 frames. utt_duration=504.9 frames, utt_pad_proportion=0.05927, over 19663.34 utterances.], batch size: 70, lr: 1.80e-03
2022-08-20 08:16:30,282 INFO [train.py:927] (0/8) Epoch 1, batch 13000, giga_loss[loss=0.3191, simple_loss=0.375, pruned_loss=0.1315, over 12468.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.0277, over 55.00 utterances.], tot_loss[loss=0.3186, simple_loss=0.3711, pruned_loss=0.1331, over 2474055.37 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05591, over 18202.40 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4493, pruned_loss=0.2432, over 2463046.81 frames. utt_duration=1263 frames, utt_pad_proportion=0.05572, over 7810.19 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3661, pruned_loss=0.1285, over 2474889.72 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05692, over 19415.04 utterances.], batch size: 55, lr: 1.80e-03
2022-08-20 08:18:09,708 INFO [train.py:927] (0/8) Epoch 1, batch 13050, giga_loss[loss=0.336, simple_loss=0.3629, pruned_loss=0.1546, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03513, over 42.00 utterances.], tot_loss[loss=0.3182, simple_loss=0.3702, pruned_loss=0.1331, over 2473885.97 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05451, over 17643.37 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4497, pruned_loss=0.2421, over 2462813.51 frames. utt_duration=1253 frames, utt_pad_proportion=0.05904, over 7873.94 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3641, pruned_loss=0.1281, over 2475015.17 frames. utt_duration=528.5 frames, utt_pad_proportion=0.0543, over 18785.13 utterances.], batch size: 42, lr: 1.79e-03
2022-08-20 08:19:49,017 INFO [train.py:927] (0/8) Epoch 1, batch 13100, giga_loss[loss=0.2589, simple_loss=0.3214, pruned_loss=0.09818, over 12393.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03025, over 62.00 utterances.], tot_loss[loss=0.3194, simple_loss=0.3687, pruned_loss=0.135, over 2473172.95 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05154, over 17072.96 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4487, pruned_loss=0.2408, over 2462783.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05815, over 7873.62 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3618, pruned_loss=0.1282, over 2474515.33 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0518, over 18339.34 utterances.], batch size: 62, lr: 1.79e-03
2022-08-20 08:21:28,201 INFO [train.py:927] (0/8) Epoch 1, batch 13150, giga_loss[loss=0.2836, simple_loss=0.3324, pruned_loss=0.1174, over 12316.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.05023, over 31.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3684, pruned_loss=0.1365, over 2472921.88 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05649, over 17657.87 utterances.], libri_tot_loss[loss=0.4167, simple_loss=0.4481, pruned_loss=0.2398, over 2462628.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.06096, over 7925.29 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3613, pruned_loss=0.1292, over 2474421.63 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05537, over 18882.25 utterances.], batch size: 31, lr: 1.79e-03
2022-08-20 08:23:06,209 INFO [train.py:927] (0/8) Epoch 1, batch 13200, giga_loss[loss=0.2518, simple_loss=0.3188, pruned_loss=0.09234, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04781, over 26.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3615, pruned_loss=0.1318, over 2472747.93 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05272, over 16822.34 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.4483, pruned_loss=0.2397, over 2462793.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.0607, over 7922.67 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3555, pruned_loss=0.1258, over 2473825.32 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05207, over 17822.14 utterances.], batch size: 26, lr: 1.79e-03
2022-08-20 08:24:41,524 INFO [train.py:927] (0/8) Epoch 1, batch 13250, giga_loss[loss=0.2967, simple_loss=0.3547, pruned_loss=0.1194, over 12361.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02633, over 70.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3646, pruned_loss=0.1341, over 2472012.87 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05351, over 17020.85 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4508, pruned_loss=0.2402, over 2462722.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.05893, over 7904.25 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3542, pruned_loss=0.1248, over 2473299.25 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05356, over 18190.41 utterances.], batch size: 70, lr: 1.78e-03
2022-08-20 08:26:19,987 INFO [train.py:927] (0/8) Epoch 1, batch 13300, giga_loss[loss=0.2916, simple_loss=0.3515, pruned_loss=0.1158, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03114, over 80.00 utterances.], tot_loss[loss=0.3185, simple_loss=0.3666, pruned_loss=0.1352, over 2472653.71 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05465, over 16912.39 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4498, pruned_loss=0.238, over 2462831.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.0623, over 7973.37 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3561, pruned_loss=0.1259, over 2473927.58 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05315, over 18111.50 utterances.], batch size: 80, lr: 1.78e-03
2022-08-20 08:27:57,747 INFO [train.py:927] (0/8) Epoch 1, batch 13350, giga_loss[loss=0.3165, simple_loss=0.3755, pruned_loss=0.1288, over 12336.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03078, over 51.00 utterances.], tot_loss[loss=0.3201, simple_loss=0.3689, pruned_loss=0.1357, over 2472800.87 frames. utt_duration=565.5 frames, utt_pad_proportion=0.0557, over 17537.24 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4485, pruned_loss=0.2365, over 2462788.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.06137, over 7955.02 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3602, pruned_loss=0.1279, over 2474031.72 frames. utt_duration=531.7 frames, utt_pad_proportion=0.05478, over 18664.87 utterances.], batch size: 51, lr: 1.78e-03
2022-08-20 08:29:37,069 INFO [train.py:927] (0/8) Epoch 1, batch 13400, giga_loss[loss=0.3946, simple_loss=0.4205, pruned_loss=0.1844, over 12425.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03919, over 123.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3713, pruned_loss=0.1371, over 2472851.85 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05935, over 18063.36 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4471, pruned_loss=0.2342, over 2463373.43 frames. utt_duration=1239 frames, utt_pad_proportion=0.05997, over 7961.34 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3632, pruned_loss=0.1298, over 2473604.87 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0589, over 19272.39 utterances.], batch size: 123, lr: 1.77e-03
2022-08-20 08:31:21,717 INFO [train.py:927] (0/8) Epoch 1, batch 13450, giga_loss[loss=0.3466, simple_loss=0.3861, pruned_loss=0.1536, over 12367.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.3336, simple_loss=0.3784, pruned_loss=0.1444, over 2473003.39 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06109, over 18319.73 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4462, pruned_loss=0.234, over 2463185.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.05913, over 7927.78 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.371, pruned_loss=0.1365, over 2473980.19 frames. utt_duration=508 frames, utt_pad_proportion=0.06093, over 19539.36 utterances.], batch size: 62, lr: 1.77e-03
2022-08-20 08:33:04,044 INFO [train.py:927] (0/8) Epoch 1, batch 13500, libri_loss[loss=0.7934, simple_loss=0.5125, pruned_loss=0.5371, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01444, over 40.00 utterances.], tot_loss[loss=0.3476, simple_loss=0.3875, pruned_loss=0.1539, over 2473216.31 frames. utt_duration=506 frames, utt_pad_proportion=0.06783, over 19606.91 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4466, pruned_loss=0.2356, over 2463315.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.05891, over 7928.14 utterances.], giga_tot_loss[loss=0.3363, simple_loss=0.3811, pruned_loss=0.1457, over 2473900.07 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06751, over 20619.26 utterances.], batch size: 40, lr: 1.77e-03
2022-08-20 08:34:45,888 INFO [train.py:927] (0/8) Epoch 1, batch 13550, giga_loss[loss=0.3922, simple_loss=0.4205, pruned_loss=0.182, over 12368.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.3633, simple_loss=0.3982, pruned_loss=0.1642, over 2473684.01 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07023, over 20385.61 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4469, pruned_loss=0.2362, over 2463345.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06253, over 7997.24 utterances.], giga_tot_loss[loss=0.3524, simple_loss=0.3922, pruned_loss=0.1563, over 2474323.97 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06872, over 21280.41 utterances.], batch size: 70, lr: 1.77e-03
2022-08-20 08:36:33,374 INFO [train.py:927] (0/8) Epoch 1, batch 13600, giga_loss[loss=0.3414, simple_loss=0.3866, pruned_loss=0.1481, over 12260.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.03678, over 51.00 utterances.], tot_loss[loss=0.3678, simple_loss=0.4012, pruned_loss=0.1672, over 2473355.97 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07383, over 20644.09 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4466, pruned_loss=0.2352, over 2463194.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.06186, over 7975.39 utterances.], giga_tot_loss[loss=0.3589, simple_loss=0.3961, pruned_loss=0.1609, over 2474115.06 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07277, over 21524.32 utterances.], batch size: 51, lr: 1.76e-03
2022-08-20 08:38:19,960 INFO [train.py:927] (0/8) Epoch 1, batch 13650, giga_loss[loss=0.4052, simple_loss=0.4479, pruned_loss=0.1813, over 12282.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03814, over 51.00 utterances.], tot_loss[loss=0.3776, simple_loss=0.4092, pruned_loss=0.173, over 2473156.88 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07195, over 20423.11 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4477, pruned_loss=0.2333, over 2462896.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06012, over 7940.87 utterances.], giga_tot_loss[loss=0.3686, simple_loss=0.4026, pruned_loss=0.1673, over 2474433.14 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07194, over 21640.75 utterances.], batch size: 51, lr: 1.76e-03
2022-08-20 08:40:10,309 INFO [train.py:927] (0/8) Epoch 1, batch 13700, giga_loss[loss=0.4868, simple_loss=0.46, pruned_loss=0.2568, over 12330.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2137, over 373.00 utterances.], tot_loss[loss=0.3846, simple_loss=0.4135, pruned_loss=0.1778, over 2473328.43 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07899, over 21175.94 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4468, pruned_loss=0.2315, over 2462903.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.05864, over 7893.52 utterances.], giga_tot_loss[loss=0.3771, simple_loss=0.408, pruned_loss=0.1731, over 2474681.90 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07921, over 22618.29 utterances.], batch size: 373, lr: 1.76e-03
2022-08-20 08:41:55,192 INFO [train.py:927] (0/8) Epoch 1, batch 13750, giga_loss[loss=0.3406, simple_loss=0.3907, pruned_loss=0.1453, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0301, over 42.00 utterances.], tot_loss[loss=0.3838, simple_loss=0.4122, pruned_loss=0.1777, over 2474258.49 frames. utt_duration=478.6 frames, utt_pad_proportion=0.0762, over 20741.39 utterances.], libri_tot_loss[loss=0.419, simple_loss=0.446, pruned_loss=0.231, over 2463140.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06215, over 7957.88 utterances.], giga_tot_loss[loss=0.3774, simple_loss=0.4079, pruned_loss=0.1734, over 2475331.19 frames. utt_duration=450 frames, utt_pad_proportion=0.07551, over 22075.22 utterances.], batch size: 42, lr: 1.75e-03
2022-08-20 08:43:39,166 INFO [train.py:927] (0/8) Epoch 1, batch 13800, libri_loss[loss=0.4069, simple_loss=0.42, pruned_loss=0.1969, over 12353.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01594, over 41.00 utterances.], tot_loss[loss=0.3819, simple_loss=0.4114, pruned_loss=0.1761, over 2473763.41 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0784, over 20610.59 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4446, pruned_loss=0.2292, over 2463205.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06163, over 7981.39 utterances.], giga_tot_loss[loss=0.3767, simple_loss=0.4082, pruned_loss=0.1726, over 2474927.22 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07815, over 22083.12 utterances.], batch size: 41, lr: 1.75e-03
2022-08-20 08:45:24,005 INFO [train.py:927] (0/8) Epoch 1, batch 13850, giga_loss[loss=0.3623, simple_loss=0.404, pruned_loss=0.1603, over 12392.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03932, over 113.00 utterances.], tot_loss[loss=0.3803, simple_loss=0.4105, pruned_loss=0.1751, over 2474136.90 frames. utt_duration=460 frames, utt_pad_proportion=0.08106, over 21585.03 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4438, pruned_loss=0.2282, over 2463342.83 frames. utt_duration=1228 frames, utt_pad_proportion=0.06449, over 8033.41 utterances.], giga_tot_loss[loss=0.3759, simple_loss=0.408, pruned_loss=0.172, over 2475194.67 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08005, over 23003.49 utterances.], batch size: 113, lr: 1.75e-03
2022-08-20 08:47:11,414 INFO [train.py:927] (0/8) Epoch 1, batch 13900, giga_loss[loss=0.3329, simple_loss=0.3744, pruned_loss=0.1457, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03618, over 105.00 utterances.], tot_loss[loss=0.3776, simple_loss=0.4093, pruned_loss=0.173, over 2474290.05 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08041, over 22200.82 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4423, pruned_loss=0.2261, over 2463287.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.06302, over 7991.08 utterances.], giga_tot_loss[loss=0.3741, simple_loss=0.4074, pruned_loss=0.1704, over 2475599.01 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08028, over 23908.93 utterances.], batch size: 105, lr: 1.75e-03
2022-08-20 08:48:57,776 INFO [train.py:927] (0/8) Epoch 1, batch 13950, giga_loss[loss=0.406, simple_loss=0.4166, pruned_loss=0.1977, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07521, over 212.00 utterances.], tot_loss[loss=0.3726, simple_loss=0.4053, pruned_loss=0.17, over 2474078.99 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07882, over 22246.38 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4399, pruned_loss=0.2237, over 2462988.92 frames. utt_duration=1241 frames, utt_pad_proportion=0.06172, over 7948.94 utterances.], giga_tot_loss[loss=0.3711, simple_loss=0.4049, pruned_loss=0.1686, over 2475681.51 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07931, over 24028.09 utterances.], batch size: 212, lr: 1.74e-03
2022-08-20 08:50:41,124 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-14000.pt
2022-08-20 08:50:48,671 INFO [train.py:927] (0/8) Epoch 1, batch 14000, giga_loss[loss=0.3049, simple_loss=0.3638, pruned_loss=0.123, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03446, over 40.00 utterances.], tot_loss[loss=0.3707, simple_loss=0.4039, pruned_loss=0.1687, over 2474262.06 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07651, over 22099.22 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.439, pruned_loss=0.2227, over 2463118.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.06038, over 7917.77 utterances.], giga_tot_loss[loss=0.3689, simple_loss=0.4036, pruned_loss=0.1671, over 2475758.41 frames. utt_duration=415 frames, utt_pad_proportion=0.07763, over 23949.10 utterances.], batch size: 40, lr: 1.74e-03
2022-08-20 08:52:43,205 INFO [train.py:927] (0/8) Epoch 1, batch 14050, giga_loss[loss=0.2857, simple_loss=0.3563, pruned_loss=0.1075, over 12360.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03198, over 58.00 utterances.], tot_loss[loss=0.3664, simple_loss=0.4023, pruned_loss=0.1652, over 2473985.98 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07618, over 21504.24 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4399, pruned_loss=0.2229, over 2463021.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.05992, over 7904.62 utterances.], giga_tot_loss[loss=0.3637, simple_loss=0.4009, pruned_loss=0.1632, over 2475344.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07729, over 23096.04 utterances.], batch size: 58, lr: 1.74e-03
2022-08-20 08:54:29,057 INFO [train.py:927] (0/8) Epoch 1, batch 14100, giga_loss[loss=0.4054, simple_loss=0.4146, pruned_loss=0.1981, over 12365.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.21, over 372.00 utterances.], tot_loss[loss=0.3695, simple_loss=0.4059, pruned_loss=0.1666, over 2474294.59 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07667, over 21896.86 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4406, pruned_loss=0.2235, over 2463210.39 frames. utt_duration=1249 frames, utt_pad_proportion=0.05962, over 7899.73 utterances.], giga_tot_loss[loss=0.3649, simple_loss=0.4034, pruned_loss=0.1632, over 2475490.74 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07771, over 23478.11 utterances.], batch size: 372, lr: 1.73e-03
2022-08-20 08:56:13,066 INFO [train.py:927] (0/8) Epoch 1, batch 14150, giga_loss[loss=0.3583, simple_loss=0.4017, pruned_loss=0.1575, over 12420.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03948, over 105.00 utterances.], tot_loss[loss=0.3682, simple_loss=0.4047, pruned_loss=0.1658, over 2474457.29 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07373, over 21373.95 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4397, pruned_loss=0.2224, over 2463458.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05869, over 7879.89 utterances.], giga_tot_loss[loss=0.3647, simple_loss=0.4029, pruned_loss=0.1632, over 2475385.37 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07511, over 22876.54 utterances.], batch size: 105, lr: 1.73e-03
2022-08-20 08:57:57,509 INFO [train.py:927] (0/8) Epoch 1, batch 14200, giga_loss[loss=0.3275, simple_loss=0.3737, pruned_loss=0.1406, over 12332.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03505, over 62.00 utterances.], tot_loss[loss=0.3665, simple_loss=0.4025, pruned_loss=0.1652, over 2474246.38 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07316, over 21578.69 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4387, pruned_loss=0.2209, over 2463506.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05807, over 7879.08 utterances.], giga_tot_loss[loss=0.3634, simple_loss=0.401, pruned_loss=0.1629, over 2475259.97 frames. utt_duration=429 frames, utt_pad_proportion=0.07462, over 23157.26 utterances.], batch size: 62, lr: 1.73e-03
2022-08-20 08:59:41,451 INFO [train.py:927] (0/8) Epoch 1, batch 14250, giga_loss[loss=0.4038, simple_loss=0.4124, pruned_loss=0.1976, over 12384.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.3643, simple_loss=0.4004, pruned_loss=0.1642, over 2473964.81 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07711, over 21918.65 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4374, pruned_loss=0.2196, over 2463319.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.06092, over 7925.07 utterances.], giga_tot_loss[loss=0.3614, simple_loss=0.3992, pruned_loss=0.1618, over 2475316.95 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07743, over 23594.65 utterances.], batch size: 258, lr: 1.73e-03
2022-08-20 09:01:27,262 INFO [train.py:927] (0/8) Epoch 1, batch 14300, giga_loss[loss=0.4207, simple_loss=0.4271, pruned_loss=0.2071, over 12345.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.3582, simple_loss=0.3966, pruned_loss=0.1599, over 2473517.24 frames. utt_duration=460.7 frames, utt_pad_proportion=0.0836, over 21544.06 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4367, pruned_loss=0.219, over 2463486.96 frames. utt_duration=1234 frames, utt_pad_proportion=0.06432, over 7992.79 utterances.], giga_tot_loss[loss=0.3554, simple_loss=0.3957, pruned_loss=0.1575, over 2474627.64 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08259, over 23056.83 utterances.], batch size: 368, lr: 1.72e-03
2022-08-20 09:03:13,633 INFO [train.py:927] (0/8) Epoch 1, batch 14350, giga_loss[loss=0.2954, simple_loss=0.3505, pruned_loss=0.1201, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02697, over 48.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.3959, pruned_loss=0.1584, over 2474327.45 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08146, over 21669.11 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4377, pruned_loss=0.2189, over 2463667.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06794, over 8059.90 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3939, pruned_loss=0.1561, over 2475134.38 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07977, over 22913.49 utterances.], batch size: 48, lr: 1.72e-03
2022-08-20 09:05:00,456 INFO [train.py:927] (0/8) Epoch 1, batch 14400, giga_loss[loss=0.481, simple_loss=0.464, pruned_loss=0.249, over 12356.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.3599, simple_loss=0.3985, pruned_loss=0.1606, over 2474483.76 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07947, over 21085.10 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.441, pruned_loss=0.2202, over 2463918.99 frames. utt_duration=1229 frames, utt_pad_proportion=0.06695, over 8027.94 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3932, pruned_loss=0.1564, over 2475091.45 frames. utt_duration=444.5 frames, utt_pad_proportion=0.0786, over 22346.10 utterances.], batch size: 257, lr: 1.72e-03
2022-08-20 09:06:47,799 INFO [train.py:927] (0/8) Epoch 1, batch 14450, giga_loss[loss=0.3476, simple_loss=0.4061, pruned_loss=0.1446, over 12356.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03245, over 51.00 utterances.], tot_loss[loss=0.3583, simple_loss=0.3964, pruned_loss=0.1601, over 2473981.20 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07509, over 20901.99 utterances.], libri_tot_loss[loss=0.4159, simple_loss=0.441, pruned_loss=0.2202, over 2463780.71 frames. utt_duration=1231 frames, utt_pad_proportion=0.06615, over 8014.60 utterances.], giga_tot_loss[loss=0.3519, simple_loss=0.3917, pruned_loss=0.1561, over 2474734.27 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07491, over 22087.18 utterances.], batch size: 51, lr: 1.72e-03
2022-08-20 09:08:33,469 INFO [train.py:927] (0/8) Epoch 1, batch 14500, giga_loss[loss=0.2985, simple_loss=0.3632, pruned_loss=0.1169, over 12235.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03868, over 28.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.3947, pruned_loss=0.1585, over 2473531.17 frames. utt_duration=482.5 frames, utt_pad_proportion=0.072, over 20567.67 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4398, pruned_loss=0.2187, over 2463973.84 frames. utt_duration=1234 frames, utt_pad_proportion=0.06499, over 7997.28 utterances.], giga_tot_loss[loss=0.3503, simple_loss=0.3907, pruned_loss=0.155, over 2474213.07 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07248, over 21880.30 utterances.], batch size: 28, lr: 1.71e-03
2022-08-20 09:10:17,496 INFO [train.py:927] (0/8) Epoch 1, batch 14550, libri_loss[loss=0.3074, simple_loss=0.3501, pruned_loss=0.1324, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005406, over 34.00 utterances.], tot_loss[loss=0.3541, simple_loss=0.3938, pruned_loss=0.1572, over 2474737.71 frames. utt_duration=488 frames, utt_pad_proportion=0.06966, over 20344.72 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.439, pruned_loss=0.218, over 2464439.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06369, over 7985.40 utterances.], giga_tot_loss[loss=0.3489, simple_loss=0.3904, pruned_loss=0.1537, over 2475103.77 frames. utt_duration=458 frames, utt_pad_proportion=0.07065, over 21685.51 utterances.], batch size: 34, lr: 1.71e-03
2022-08-20 09:12:00,008 INFO [train.py:927] (0/8) Epoch 1, batch 14600, giga_loss[loss=0.3714, simple_loss=0.4061, pruned_loss=0.1683, over 12354.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04191, over 40.00 utterances.], tot_loss[loss=0.3541, simple_loss=0.3932, pruned_loss=0.1575, over 2474103.60 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07076, over 19662.82 utterances.], libri_tot_loss[loss=0.4109, simple_loss=0.4361, pruned_loss=0.2148, over 2464419.22 frames. utt_duration=1240 frames, utt_pad_proportion=0.06139, over 7960.28 utterances.], giga_tot_loss[loss=0.349, simple_loss=0.3904, pruned_loss=0.1538, over 2475013.56 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07252, over 21536.64 utterances.], batch size: 40, lr: 1.71e-03
2022-08-20 09:13:47,506 INFO [train.py:927] (0/8) Epoch 1, batch 14650, giga_loss[loss=0.3388, simple_loss=0.3738, pruned_loss=0.1519, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04308, over 33.00 utterances.], tot_loss[loss=0.3566, simple_loss=0.3946, pruned_loss=0.1593, over 2474153.39 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07306, over 19820.90 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4344, pruned_loss=0.2131, over 2464497.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.06005, over 7923.82 utterances.], giga_tot_loss[loss=0.3529, simple_loss=0.3928, pruned_loss=0.1565, over 2475085.33 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07482, over 21672.62 utterances.], batch size: 33, lr: 1.70e-03
2022-08-20 09:15:30,970 INFO [train.py:927] (0/8) Epoch 1, batch 14700, giga_loss[loss=0.4403, simple_loss=0.4458, pruned_loss=0.2174, over 12418.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06805, over 211.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.3965, pruned_loss=0.162, over 2474091.92 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07276, over 19981.47 utterances.], libri_tot_loss[loss=0.4081, simple_loss=0.4338, pruned_loss=0.2117, over 2464398.42 frames. utt_duration=1253 frames, utt_pad_proportion=0.05826, over 7879.76 utterances.], giga_tot_loss[loss=0.3563, simple_loss=0.3942, pruned_loss=0.1592, over 2475258.05 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07495, over 21965.05 utterances.], batch size: 211, lr: 1.70e-03
2022-08-20 09:17:15,793 INFO [train.py:927] (0/8) Epoch 1, batch 14750, giga_loss[loss=0.3244, simple_loss=0.3801, pruned_loss=0.1344, over 12278.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02441, over 54.00 utterances.], tot_loss[loss=0.3614, simple_loss=0.3972, pruned_loss=0.1628, over 2474397.77 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07461, over 20421.20 utterances.], libri_tot_loss[loss=0.4084, simple_loss=0.434, pruned_loss=0.2115, over 2464729.92 frames. utt_duration=1237 frames, utt_pad_proportion=0.06266, over 7977.84 utterances.], giga_tot_loss[loss=0.3571, simple_loss=0.3946, pruned_loss=0.1598, over 2475209.16 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07488, over 22135.77 utterances.], batch size: 54, lr: 1.70e-03
2022-08-20 09:19:01,941 INFO [train.py:927] (0/8) Epoch 1, batch 14800, giga_loss[loss=0.3062, simple_loss=0.3575, pruned_loss=0.1275, over 12404.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.039, over 133.00 utterances.], tot_loss[loss=0.3621, simple_loss=0.396, pruned_loss=0.1641, over 2473792.49 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07879, over 21010.87 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4332, pruned_loss=0.2141, over 2464746.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06187, over 7957.31 utterances.], giga_tot_loss[loss=0.3556, simple_loss=0.394, pruned_loss=0.1586, over 2474577.86 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07899, over 22597.84 utterances.], batch size: 133, lr: 1.70e-03
2022-08-20 09:20:49,157 INFO [train.py:927] (0/8) Epoch 1, batch 14850, giga_loss[loss=0.3561, simple_loss=0.3919, pruned_loss=0.1601, over 12331.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03126, over 91.00 utterances.], tot_loss[loss=0.3649, simple_loss=0.3964, pruned_loss=0.1667, over 2474050.25 frames. utt_duration=477 frames, utt_pad_proportion=0.07892, over 20809.64 utterances.], libri_tot_loss[loss=0.4182, simple_loss=0.4357, pruned_loss=0.2195, over 2464708.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06073, over 7930.60 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3917, pruned_loss=0.1567, over 2474926.73 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07954, over 22389.05 utterances.], batch size: 91, lr: 1.69e-03
2022-08-20 09:22:31,845 INFO [train.py:927] (0/8) Epoch 1, batch 14900, giga_loss[loss=0.3123, simple_loss=0.3645, pruned_loss=0.1301, over 12159.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04143, over 33.00 utterances.], tot_loss[loss=0.3606, simple_loss=0.394, pruned_loss=0.1636, over 2473949.32 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07341, over 19994.93 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4347, pruned_loss=0.2175, over 2464665.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.05891, over 7889.30 utterances.], giga_tot_loss[loss=0.3501, simple_loss=0.3896, pruned_loss=0.1553, over 2475044.94 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07509, over 21766.11 utterances.], batch size: 33, lr: 1.69e-03
2022-08-20 09:24:21,362 INFO [train.py:927] (0/8) Epoch 1, batch 14950, giga_loss[loss=0.3248, simple_loss=0.3917, pruned_loss=0.1289, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03711, over 40.00 utterances.], tot_loss[loss=0.3576, simple_loss=0.396, pruned_loss=0.1596, over 2474599.68 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06775, over 19233.86 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4345, pruned_loss=0.2168, over 2464811.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.0585, over 7874.45 utterances.], giga_tot_loss[loss=0.3495, simple_loss=0.3923, pruned_loss=0.1533, over 2475412.75 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0697, over 20747.10 utterances.], batch size: 40, lr: 1.69e-03
2022-08-20 09:26:05,114 INFO [train.py:927] (0/8) Epoch 1, batch 15000, giga_loss[loss=0.3484, simple_loss=0.3918, pruned_loss=0.1525, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04417, over 34.00 utterances.], tot_loss[loss=0.3579, simple_loss=0.3983, pruned_loss=0.1588, over 2474847.24 frames. utt_duration=502.5 frames, utt_pad_proportion=0.0689, over 19758.92 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.435, pruned_loss=0.2158, over 2464783.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.05786, over 7855.39 utterances.], giga_tot_loss[loss=0.3511, simple_loss=0.3944, pruned_loss=0.1539, over 2475668.68 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07063, over 21139.61 utterances.], batch size: 34, lr: 1.69e-03
2022-08-20 09:26:05,160 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (0/8) 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] (0/8) Epoch 1, batch 15050, giga_loss[loss=0.3323, simple_loss=0.382, pruned_loss=0.1413, over 12414.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0275, over 58.00 utterances.], tot_loss[loss=0.3629, simple_loss=0.4043, pruned_loss=0.1607, over 2474827.70 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0662, over 19684.15 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4388, pruned_loss=0.2153, over 2465094.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05676, over 7847.96 utterances.], giga_tot_loss[loss=0.3546, simple_loss=0.3973, pruned_loss=0.156, over 2475440.37 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06818, over 21057.12 utterances.], batch size: 58, lr: 1.68e-03
2022-08-20 09:29:45,723 INFO [train.py:927] (0/8) Epoch 1, batch 15100, libri_loss[loss=0.3848, simple_loss=0.4194, pruned_loss=0.1751, over 12263.00 frames. utt_duration=963.3 frames, utt_pad_proportion=0.06924, over 51.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.4013, pruned_loss=0.16, over 2474341.08 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06949, over 19687.62 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4368, pruned_loss=0.213, over 2465147.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05566, over 7842.38 utterances.], giga_tot_loss[loss=0.3545, simple_loss=0.3962, pruned_loss=0.1564, over 2475145.12 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07147, over 21257.79 utterances.], batch size: 51, lr: 1.68e-03
2022-08-20 09:31:28,133 INFO [train.py:927] (0/8) Epoch 1, batch 15150, giga_loss[loss=0.3445, simple_loss=0.3824, pruned_loss=0.1533, over 12386.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02678, over 91.00 utterances.], tot_loss[loss=0.3582, simple_loss=0.398, pruned_loss=0.1592, over 2473852.01 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0703, over 19738.60 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4359, pruned_loss=0.2121, over 2464977.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05551, over 7857.82 utterances.], giga_tot_loss[loss=0.3529, simple_loss=0.3939, pruned_loss=0.1559, over 2474869.27 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07201, over 21243.36 utterances.], batch size: 91, lr: 1.68e-03
2022-08-20 09:33:13,702 INFO [train.py:927] (0/8) Epoch 1, batch 15200, giga_loss[loss=0.3638, simple_loss=0.4, pruned_loss=0.1638, over 12402.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05648, over 162.00 utterances.], tot_loss[loss=0.3578, simple_loss=0.3974, pruned_loss=0.1591, over 2473986.34 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06625, over 19509.41 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4354, pruned_loss=0.2114, over 2465148.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05463, over 7845.79 utterances.], giga_tot_loss[loss=0.3532, simple_loss=0.3939, pruned_loss=0.1562, over 2474795.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06827, over 20924.33 utterances.], batch size: 162, lr: 1.68e-03
2022-08-20 09:34:55,220 INFO [train.py:927] (0/8) Epoch 1, batch 15250, giga_loss[loss=0.4131, simple_loss=0.4272, pruned_loss=0.1995, over 12395.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07334, over 212.00 utterances.], tot_loss[loss=0.3593, simple_loss=0.3975, pruned_loss=0.1605, over 2473198.49 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06748, over 19485.36 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.437, pruned_loss=0.2121, over 2465299.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05369, over 7818.90 utterances.], giga_tot_loss[loss=0.3525, simple_loss=0.3923, pruned_loss=0.1563, over 2473904.03 frames. utt_duration=475 frames, utt_pad_proportion=0.06945, over 20898.87 utterances.], batch size: 212, lr: 1.67e-03
2022-08-20 09:36:38,558 INFO [train.py:927] (0/8) Epoch 1, batch 15300, giga_loss[loss=0.3153, simple_loss=0.3692, pruned_loss=0.1307, over 12403.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02536, over 48.00 utterances.], tot_loss[loss=0.3586, simple_loss=0.3977, pruned_loss=0.1597, over 2473385.04 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06503, over 19607.60 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4361, pruned_loss=0.211, over 2465238.43 frames. utt_duration=1267 frames, utt_pad_proportion=0.05265, over 7790.69 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3932, pruned_loss=0.156, over 2474218.42 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06719, over 21066.77 utterances.], batch size: 48, lr: 1.67e-03
2022-08-20 09:38:21,977 INFO [train.py:927] (0/8) Epoch 1, batch 15350, giga_loss[loss=0.3538, simple_loss=0.3993, pruned_loss=0.1541, over 12220.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04058, over 28.00 utterances.], tot_loss[loss=0.3575, simple_loss=0.3974, pruned_loss=0.1588, over 2473762.52 frames. utt_duration=518 frames, utt_pad_proportion=0.06447, over 19157.06 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4367, pruned_loss=0.2106, over 2465315.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05649, over 7860.78 utterances.], giga_tot_loss[loss=0.3516, simple_loss=0.3927, pruned_loss=0.1552, over 2474500.86 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06517, over 20464.05 utterances.], batch size: 28, lr: 1.67e-03
2022-08-20 09:40:06,093 INFO [train.py:927] (0/8) Epoch 1, batch 15400, giga_loss[loss=0.3655, simple_loss=0.4089, pruned_loss=0.161, over 12398.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03316, over 122.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.3964, pruned_loss=0.1544, over 2474472.63 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06575, over 19265.97 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4367, pruned_loss=0.2106, over 2465315.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05649, over 7860.78 utterances.], giga_tot_loss[loss=0.3479, simple_loss=0.3927, pruned_loss=0.1516, over 2475047.28 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06624, over 20283.21 utterances.], batch size: 122, lr: 1.67e-03
2022-08-20 09:41:48,236 INFO [train.py:927] (0/8) Epoch 1, batch 15450, giga_loss[loss=0.3544, simple_loss=0.4037, pruned_loss=0.1526, over 12455.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02757, over 80.00 utterances.], tot_loss[loss=0.3547, simple_loss=0.3981, pruned_loss=0.1556, over 2475281.05 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06572, over 19429.83 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4357, pruned_loss=0.2095, over 2465447.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.05544, over 7841.47 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.3952, pruned_loss=0.1532, over 2475830.68 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06651, over 20509.66 utterances.], batch size: 80, lr: 1.66e-03
2022-08-20 09:43:31,768 INFO [train.py:927] (0/8) Epoch 1, batch 15500, giga_loss[loss=0.3306, simple_loss=0.376, pruned_loss=0.1426, over 12345.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03372, over 62.00 utterances.], tot_loss[loss=0.3577, simple_loss=0.3996, pruned_loss=0.1579, over 2475666.72 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06776, over 19701.99 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4358, pruned_loss=0.2095, over 2465593.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.05974, over 7934.14 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.3967, pruned_loss=0.1553, over 2476103.05 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06701, over 20626.16 utterances.], batch size: 62, lr: 1.66e-03
2022-08-20 09:45:14,630 INFO [train.py:927] (0/8) Epoch 1, batch 15550, giga_loss[loss=0.3393, simple_loss=0.3984, pruned_loss=0.1401, over 12214.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03342, over 45.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.4013, pruned_loss=0.1582, over 2475092.59 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0684, over 19908.40 utterances.], libri_tot_loss[loss=0.4141, simple_loss=0.4374, pruned_loss=0.2095, over 2465194.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.05892, over 7899.72 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.3969, pruned_loss=0.1553, over 2475967.26 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06815, over 20883.18 utterances.], batch size: 45, lr: 1.66e-03
2022-08-20 09:46:57,840 INFO [train.py:927] (0/8) Epoch 1, batch 15600, giga_loss[loss=0.3244, simple_loss=0.3862, pruned_loss=0.1313, over 12280.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02667, over 54.00 utterances.], tot_loss[loss=0.3646, simple_loss=0.4059, pruned_loss=0.1617, over 2474015.16 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06806, over 18708.68 utterances.], libri_tot_loss[loss=0.4218, simple_loss=0.442, pruned_loss=0.2143, over 2464859.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.0619, over 7927.41 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3974, pruned_loss=0.1535, over 2475368.23 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06687, over 19877.24 utterances.], batch size: 54, lr: 1.66e-03
2022-08-20 09:48:39,473 INFO [train.py:927] (0/8) Epoch 1, batch 15650, giga_loss[loss=0.3737, simple_loss=0.4028, pruned_loss=0.1723, over 12443.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.051, over 162.00 utterances.], tot_loss[loss=0.364, simple_loss=0.4048, pruned_loss=0.1615, over 2473791.01 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06665, over 19595.55 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.4418, pruned_loss=0.2141, over 2465020.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.06165, over 7923.77 utterances.], giga_tot_loss[loss=0.3543, simple_loss=0.3983, pruned_loss=0.1551, over 2474755.01 frames. utt_duration=483 frames, utt_pad_proportion=0.0659, over 20558.72 utterances.], batch size: 162, lr: 1.65e-03
2022-08-20 09:50:21,551 INFO [train.py:927] (0/8) Epoch 1, batch 15700, giga_loss[loss=0.3377, simple_loss=0.383, pruned_loss=0.1462, over 12323.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03094, over 85.00 utterances.], tot_loss[loss=0.3608, simple_loss=0.4014, pruned_loss=0.1601, over 2473744.86 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06666, over 19727.19 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4411, pruned_loss=0.2135, over 2465226.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.06099, over 7913.02 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.3963, pruned_loss=0.1549, over 2474435.21 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06631, over 20655.08 utterances.], batch size: 85, lr: 1.65e-03
2022-08-20 09:52:05,660 INFO [train.py:927] (0/8) Epoch 1, batch 15750, giga_loss[loss=0.3616, simple_loss=0.398, pruned_loss=0.1626, over 12422.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.3589, simple_loss=0.3987, pruned_loss=0.1596, over 2474749.34 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07165, over 20944.46 utterances.], libri_tot_loss[loss=0.4204, simple_loss=0.4406, pruned_loss=0.2131, over 2465364.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06427, over 7982.00 utterances.], giga_tot_loss[loss=0.3519, simple_loss=0.3943, pruned_loss=0.1547, over 2475336.89 frames. utt_duration=454.7 frames, utt_pad_proportion=0.0702, over 21848.10 utterances.], batch size: 62, lr: 1.65e-03
2022-08-20 09:53:47,338 INFO [train.py:927] (0/8) Epoch 1, batch 15800, giga_loss[loss=0.359, simple_loss=0.4023, pruned_loss=0.1578, over 12446.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3974, pruned_loss=0.1601, over 2475488.97 frames. utt_duration=459 frames, utt_pad_proportion=0.07011, over 21640.65 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4395, pruned_loss=0.212, over 2465244.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06281, over 7956.87 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3938, pruned_loss=0.1557, over 2476318.36 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06954, over 22724.26 utterances.], batch size: 146, lr: 1.65e-03
2022-08-20 09:55:27,021 INFO [train.py:927] (0/8) Epoch 1, batch 15850, giga_loss[loss=0.2794, simple_loss=0.3365, pruned_loss=0.1112, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03496, over 43.00 utterances.], tot_loss[loss=0.3533, simple_loss=0.3951, pruned_loss=0.1557, over 2475703.44 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06932, over 21239.95 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.441, pruned_loss=0.2115, over 2465581.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.06522, over 8009.51 utterances.], giga_tot_loss[loss=0.3461, simple_loss=0.3896, pruned_loss=0.1513, over 2476339.89 frames. utt_duration=443 frames, utt_pad_proportion=0.06815, over 22435.29 utterances.], batch size: 43, lr: 1.65e-03
2022-08-20 09:57:13,405 INFO [train.py:927] (0/8) Epoch 1, batch 15900, giga_loss[loss=0.2832, simple_loss=0.3355, pruned_loss=0.1155, over 12325.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02836, over 74.00 utterances.], tot_loss[loss=0.3471, simple_loss=0.3907, pruned_loss=0.1518, over 2475275.77 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06623, over 20835.96 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.4398, pruned_loss=0.21, over 2465347.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.0643, over 7977.52 utterances.], giga_tot_loss[loss=0.3418, simple_loss=0.3866, pruned_loss=0.1485, over 2476134.80 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06577, over 22039.19 utterances.], batch size: 74, lr: 1.64e-03
2022-08-20 09:58:57,932 INFO [train.py:927] (0/8) Epoch 1, batch 15950, giga_loss[loss=0.3118, simple_loss=0.3749, pruned_loss=0.1244, over 12349.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03024, over 70.00 utterances.], tot_loss[loss=0.3439, simple_loss=0.3872, pruned_loss=0.1502, over 2475259.56 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0693, over 21035.02 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4378, pruned_loss=0.2079, over 2465689.23 frames. utt_duration=1242 frames, utt_pad_proportion=0.06245, over 7947.81 utterances.], giga_tot_loss[loss=0.3394, simple_loss=0.3839, pruned_loss=0.1474, over 2476001.72 frames. utt_duration=441.6 frames, utt_pad_proportion=0.06942, over 22502.11 utterances.], batch size: 70, lr: 1.64e-03
2022-08-20 10:00:37,403 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-16000.pt
2022-08-20 10:00:41,306 INFO [train.py:927] (0/8) Epoch 1, batch 16000, giga_loss[loss=0.3446, simple_loss=0.3953, pruned_loss=0.147, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05301, over 162.00 utterances.], tot_loss[loss=0.3447, simple_loss=0.3876, pruned_loss=0.151, over 2475716.59 frames. utt_duration=465.3 frames, utt_pad_proportion=0.0715, over 21349.04 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4363, pruned_loss=0.2069, over 2465945.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06511, over 7999.34 utterances.], giga_tot_loss[loss=0.3397, simple_loss=0.3844, pruned_loss=0.1475, over 2476449.72 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07073, over 22976.76 utterances.], batch size: 162, lr: 1.64e-03
2022-08-20 10:02:20,823 INFO [train.py:927] (0/8) Epoch 1, batch 16050, giga_loss[loss=0.3151, simple_loss=0.3709, pruned_loss=0.1296, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03807, over 123.00 utterances.], tot_loss[loss=0.345, simple_loss=0.387, pruned_loss=0.1515, over 2475927.36 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07944, over 22296.46 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4353, pruned_loss=0.2062, over 2465995.82 frames. utt_duration=1238 frames, utt_pad_proportion=0.06384, over 7977.63 utterances.], giga_tot_loss[loss=0.3403, simple_loss=0.3842, pruned_loss=0.1482, over 2476660.62 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07882, over 23919.93 utterances.], batch size: 123, lr: 1.64e-03
2022-08-20 10:04:04,379 INFO [train.py:927] (0/8) Epoch 1, batch 16100, giga_loss[loss=0.3587, simple_loss=0.3981, pruned_loss=0.1596, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03711, over 40.00 utterances.], tot_loss[loss=0.3459, simple_loss=0.3874, pruned_loss=0.1522, over 2475841.06 frames. utt_duration=452.2 frames, utt_pad_proportion=0.0789, over 21970.34 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.434, pruned_loss=0.2052, over 2465837.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.06265, over 7946.55 utterances.], giga_tot_loss[loss=0.3418, simple_loss=0.3852, pruned_loss=0.1492, over 2476748.87 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07887, over 23583.98 utterances.], batch size: 40, lr: 1.63e-03
2022-08-20 10:05:47,732 INFO [train.py:927] (0/8) Epoch 1, batch 16150, giga_loss[loss=0.3601, simple_loss=0.3968, pruned_loss=0.1617, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03548, over 40.00 utterances.], tot_loss[loss=0.35, simple_loss=0.3915, pruned_loss=0.1542, over 2475294.50 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07774, over 21467.62 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.4346, pruned_loss=0.2039, over 2466488.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.06086, over 7924.38 utterances.], giga_tot_loss[loss=0.3445, simple_loss=0.3874, pruned_loss=0.1508, over 2475825.36 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07851, over 23345.20 utterances.], batch size: 40, lr: 1.63e-03
2022-08-20 10:07:36,248 INFO [train.py:927] (0/8) Epoch 1, batch 16200, giga_loss[loss=0.3428, simple_loss=0.4022, pruned_loss=0.1417, over 12360.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04174, over 113.00 utterances.], tot_loss[loss=0.3524, simple_loss=0.3924, pruned_loss=0.1562, over 2475080.29 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08211, over 22380.58 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4337, pruned_loss=0.2038, over 2466244.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.0602, over 7902.62 utterances.], giga_tot_loss[loss=0.3476, simple_loss=0.3894, pruned_loss=0.1529, over 2475830.64 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08266, over 24066.99 utterances.], batch size: 113, lr: 1.63e-03
2022-08-20 10:09:22,533 INFO [train.py:927] (0/8) Epoch 1, batch 16250, giga_loss[loss=0.3102, simple_loss=0.3537, pruned_loss=0.1333, over 12366.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1888, over 362.00 utterances.], tot_loss[loss=0.3537, simple_loss=0.3928, pruned_loss=0.1573, over 2474148.46 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08327, over 22221.65 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4325, pruned_loss=0.2047, over 2466116.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.06327, over 7925.97 utterances.], giga_tot_loss[loss=0.3473, simple_loss=0.3901, pruned_loss=0.1523, over 2475168.48 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08293, over 24097.61 utterances.], batch size: 362, lr: 1.63e-03
2022-08-20 10:11:11,168 INFO [train.py:927] (0/8) Epoch 1, batch 16300, giga_loss[loss=0.4428, simple_loss=0.4469, pruned_loss=0.2193, over 12386.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.3536, simple_loss=0.3919, pruned_loss=0.1576, over 2474140.83 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08724, over 23242.74 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4315, pruned_loss=0.2038, over 2466109.60 frames. utt_duration=1250 frames, utt_pad_proportion=0.06257, over 7903.63 utterances.], giga_tot_loss[loss=0.3485, simple_loss=0.3899, pruned_loss=0.1535, over 2475093.08 frames. utt_duration=397.3 frames, utt_pad_proportion=0.087, over 25012.98 utterances.], batch size: 259, lr: 1.62e-03
2022-08-20 10:12:54,868 INFO [train.py:927] (0/8) Epoch 1, batch 16350, giga_loss[loss=0.3699, simple_loss=0.4061, pruned_loss=0.1668, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.3514, simple_loss=0.3901, pruned_loss=0.1564, over 2474307.59 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08151, over 22436.77 utterances.], libri_tot_loss[loss=0.4077, simple_loss=0.4296, pruned_loss=0.2019, over 2466239.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.06157, over 7884.56 utterances.], giga_tot_loss[loss=0.3478, simple_loss=0.3889, pruned_loss=0.1534, over 2475182.98 frames. utt_duration=408.4 frames, utt_pad_proportion=0.08221, over 24331.16 utterances.], batch size: 146, lr: 1.62e-03
2022-08-20 10:14:39,660 INFO [train.py:927] (0/8) Epoch 1, batch 16400, libri_loss[loss=0.402, simple_loss=0.4326, pruned_loss=0.1857, over 12419.00 frames. utt_duration=956.7 frames, utt_pad_proportion=0.0748, over 52.00 utterances.], tot_loss[loss=0.3512, simple_loss=0.3905, pruned_loss=0.1559, over 2474804.87 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07751, over 22171.61 utterances.], libri_tot_loss[loss=0.4067, simple_loss=0.4294, pruned_loss=0.2008, over 2466501.87 frames. utt_duration=1253 frames, utt_pad_proportion=0.06074, over 7882.62 utterances.], giga_tot_loss[loss=0.3478, simple_loss=0.3888, pruned_loss=0.1534, over 2475443.09 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07871, over 24006.99 utterances.], batch size: 52, lr: 1.62e-03
2022-08-20 10:16:25,546 INFO [train.py:927] (0/8) Epoch 1, batch 16450, giga_loss[loss=0.3497, simple_loss=0.4019, pruned_loss=0.1488, over 12338.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02718, over 74.00 utterances.], tot_loss[loss=0.3505, simple_loss=0.3899, pruned_loss=0.1556, over 2474750.35 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07769, over 21902.31 utterances.], libri_tot_loss[loss=0.4059, simple_loss=0.4285, pruned_loss=0.2002, over 2466545.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05961, over 7850.91 utterances.], giga_tot_loss[loss=0.3473, simple_loss=0.3885, pruned_loss=0.1531, over 2475384.15 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07908, over 23703.01 utterances.], batch size: 74, lr: 1.62e-03
2022-08-20 10:18:10,687 INFO [train.py:927] (0/8) Epoch 1, batch 16500, giga_loss[loss=0.3435, simple_loss=0.3887, pruned_loss=0.1491, over 12454.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0337, over 86.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3903, pruned_loss=0.1569, over 2474967.09 frames. utt_duration=469.9 frames, utt_pad_proportion=0.0746, over 21135.19 utterances.], libri_tot_loss[loss=0.4037, simple_loss=0.4264, pruned_loss=0.1988, over 2466704.92 frames. utt_duration=1265 frames, utt_pad_proportion=0.05832, over 7811.90 utterances.], giga_tot_loss[loss=0.3501, simple_loss=0.3901, pruned_loss=0.155, over 2475551.40 frames. utt_duration=432 frames, utt_pad_proportion=0.0765, over 22999.23 utterances.], batch size: 86, lr: 1.62e-03
2022-08-20 10:19:55,044 INFO [train.py:927] (0/8) Epoch 1, batch 16550, giga_loss[loss=0.3762, simple_loss=0.4235, pruned_loss=0.1644, over 12345.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.3518, simple_loss=0.3903, pruned_loss=0.1566, over 2475074.35 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07378, over 21291.89 utterances.], libri_tot_loss[loss=0.4026, simple_loss=0.4256, pruned_loss=0.1979, over 2466939.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.0575, over 7806.63 utterances.], giga_tot_loss[loss=0.3503, simple_loss=0.3902, pruned_loss=0.1552, over 2475497.15 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07568, over 23013.91 utterances.], batch size: 66, lr: 1.61e-03
2022-08-20 10:21:41,426 INFO [train.py:927] (0/8) Epoch 1, batch 16600, giga_loss[loss=0.3574, simple_loss=0.4051, pruned_loss=0.1548, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04372, over 146.00 utterances.], tot_loss[loss=0.356, simple_loss=0.396, pruned_loss=0.158, over 2474845.93 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07737, over 22054.30 utterances.], libri_tot_loss[loss=0.4062, simple_loss=0.4307, pruned_loss=0.1988, over 2466948.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.06168, over 7911.32 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3904, pruned_loss=0.1553, over 2475306.96 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07759, over 23575.72 utterances.], batch size: 146, lr: 1.61e-03
2022-08-20 10:23:25,463 INFO [train.py:927] (0/8) Epoch 1, batch 16650, giga_loss[loss=0.3528, simple_loss=0.3916, pruned_loss=0.157, over 12443.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.3578, simple_loss=0.3974, pruned_loss=0.1591, over 2474929.93 frames. utt_duration=457 frames, utt_pad_proportion=0.08086, over 21730.88 utterances.], libri_tot_loss[loss=0.4068, simple_loss=0.4312, pruned_loss=0.1989, over 2467530.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.06963, over 8065.53 utterances.], giga_tot_loss[loss=0.351, simple_loss=0.3912, pruned_loss=0.1555, over 2475062.36 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07869, over 23335.83 utterances.], batch size: 75, lr: 1.61e-03
2022-08-20 10:25:09,972 INFO [train.py:927] (0/8) Epoch 1, batch 16700, giga_loss[loss=0.309, simple_loss=0.3777, pruned_loss=0.1202, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02767, over 66.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.3961, pruned_loss=0.1578, over 2474610.53 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07849, over 21077.34 utterances.], libri_tot_loss[loss=0.4049, simple_loss=0.4296, pruned_loss=0.1975, over 2467634.97 frames. utt_duration=1215 frames, utt_pad_proportion=0.07308, over 8135.68 utterances.], giga_tot_loss[loss=0.3506, simple_loss=0.3915, pruned_loss=0.1549, over 2474858.79 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07587, over 22712.19 utterances.], batch size: 66, lr: 1.61e-03
2022-08-20 10:26:52,421 INFO [train.py:927] (0/8) Epoch 1, batch 16750, giga_loss[loss=0.308, simple_loss=0.371, pruned_loss=0.1226, over 12421.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03356, over 75.00 utterances.], tot_loss[loss=0.3545, simple_loss=0.3958, pruned_loss=0.1566, over 2473943.29 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07746, over 21228.09 utterances.], libri_tot_loss[loss=0.4034, simple_loss=0.4283, pruned_loss=0.1964, over 2467175.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.07137, over 8106.99 utterances.], giga_tot_loss[loss=0.3503, simple_loss=0.3923, pruned_loss=0.1541, over 2474733.42 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07603, over 22905.39 utterances.], batch size: 75, lr: 1.60e-03
2022-08-20 10:28:35,112 INFO [train.py:927] (0/8) Epoch 1, batch 16800, giga_loss[loss=0.3165, simple_loss=0.3725, pruned_loss=0.1302, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02937, over 45.00 utterances.], tot_loss[loss=0.351, simple_loss=0.3926, pruned_loss=0.1547, over 2473935.28 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07665, over 21038.49 utterances.], libri_tot_loss[loss=0.4028, simple_loss=0.4276, pruned_loss=0.196, over 2467093.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.07085, over 8097.44 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.39, pruned_loss=0.1525, over 2474740.30 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07574, over 22548.79 utterances.], batch size: 45, lr: 1.60e-03
2022-08-20 10:30:16,922 INFO [train.py:927] (0/8) Epoch 1, batch 16850, giga_loss[loss=0.3427, simple_loss=0.3887, pruned_loss=0.1484, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.3545, simple_loss=0.3966, pruned_loss=0.1562, over 2474081.90 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0746, over 20448.96 utterances.], libri_tot_loss[loss=0.4038, simple_loss=0.4296, pruned_loss=0.1957, over 2466972.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.0687, over 8043.30 utterances.], giga_tot_loss[loss=0.3486, simple_loss=0.3913, pruned_loss=0.153, over 2475151.66 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07479, over 22261.57 utterances.], batch size: 37, lr: 1.60e-03
2022-08-20 10:32:04,094 INFO [train.py:927] (0/8) Epoch 1, batch 16900, giga_loss[loss=0.3824, simple_loss=0.4099, pruned_loss=0.1774, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.3555, simple_loss=0.3962, pruned_loss=0.1574, over 2474710.29 frames. utt_duration=473 frames, utt_pad_proportion=0.07389, over 20994.24 utterances.], libri_tot_loss[loss=0.402, simple_loss=0.4282, pruned_loss=0.1946, over 2466965.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06745, over 8008.60 utterances.], giga_tot_loss[loss=0.3513, simple_loss=0.3925, pruned_loss=0.155, over 2475758.71 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07454, over 22753.43 utterances.], batch size: 133, lr: 1.60e-03
2022-08-20 10:33:48,761 INFO [train.py:927] (0/8) Epoch 1, batch 16950, giga_loss[loss=0.4047, simple_loss=0.4291, pruned_loss=0.1901, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06358, over 183.00 utterances.], tot_loss[loss=0.355, simple_loss=0.3951, pruned_loss=0.1574, over 2475306.28 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07941, over 21964.40 utterances.], libri_tot_loss[loss=0.401, simple_loss=0.4272, pruned_loss=0.1939, over 2466790.79 frames. utt_duration=1237 frames, utt_pad_proportion=0.06672, over 7985.60 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3926, pruned_loss=0.1557, over 2476406.13 frames. utt_duration=422 frames, utt_pad_proportion=0.07981, over 23552.43 utterances.], batch size: 183, lr: 1.60e-03
2022-08-20 10:35:30,810 INFO [train.py:927] (0/8) Epoch 1, batch 17000, giga_loss[loss=0.31, simple_loss=0.3651, pruned_loss=0.1275, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.3558, simple_loss=0.3955, pruned_loss=0.158, over 2474230.16 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07951, over 21401.66 utterances.], libri_tot_loss[loss=0.3999, simple_loss=0.4261, pruned_loss=0.193, over 2466400.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.07325, over 8136.86 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3928, pruned_loss=0.1557, over 2475862.40 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07806, over 23228.88 utterances.], batch size: 42, lr: 1.59e-03
2022-08-20 10:37:10,972 INFO [train.py:927] (0/8) Epoch 1, batch 17050, giga_loss[loss=0.3142, simple_loss=0.3681, pruned_loss=0.1302, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04005, over 123.00 utterances.], tot_loss[loss=0.3503, simple_loss=0.3919, pruned_loss=0.1543, over 2474059.00 frames. utt_duration=482 frames, utt_pad_proportion=0.07683, over 20593.24 utterances.], libri_tot_loss[loss=0.3967, simple_loss=0.4235, pruned_loss=0.1909, over 2466199.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.07169, over 8091.79 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3911, pruned_loss=0.1531, over 2475795.42 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07633, over 22492.27 utterances.], batch size: 123, lr: 1.59e-03
2022-08-20 10:38:54,083 INFO [train.py:927] (0/8) Epoch 1, batch 17100, libri_loss[loss=0.4701, simple_loss=0.4999, pruned_loss=0.2201, over 12362.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04139, over 46.00 utterances.], tot_loss[loss=0.3501, simple_loss=0.3935, pruned_loss=0.1534, over 2473643.55 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07351, over 20442.08 utterances.], libri_tot_loss[loss=0.3965, simple_loss=0.4248, pruned_loss=0.1898, over 2465968.75 frames. utt_duration=1225 frames, utt_pad_proportion=0.0702, over 8064.08 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.3906, pruned_loss=0.1521, over 2475509.07 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07386, over 22382.50 utterances.], batch size: 46, lr: 1.59e-03
2022-08-20 10:40:36,783 INFO [train.py:927] (0/8) Epoch 1, batch 17150, giga_loss[loss=0.2857, simple_loss=0.3458, pruned_loss=0.1128, over 12319.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.347, simple_loss=0.3904, pruned_loss=0.1518, over 2474144.41 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06895, over 19482.60 utterances.], libri_tot_loss[loss=0.3956, simple_loss=0.4237, pruned_loss=0.1893, over 2466429.80 frames. utt_duration=1218 frames, utt_pad_proportion=0.07279, over 8110.90 utterances.], giga_tot_loss[loss=0.3441, simple_loss=0.388, pruned_loss=0.1501, over 2475483.63 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06862, over 21368.69 utterances.], batch size: 62, lr: 1.59e-03
2022-08-20 10:42:20,856 INFO [train.py:927] (0/8) Epoch 1, batch 17200, giga_loss[loss=0.3119, simple_loss=0.3669, pruned_loss=0.1285, over 12331.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04753, over 26.00 utterances.], tot_loss[loss=0.3449, simple_loss=0.3871, pruned_loss=0.1513, over 2474398.05 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07455, over 20012.42 utterances.], libri_tot_loss[loss=0.3939, simple_loss=0.422, pruned_loss=0.1882, over 2466612.92 frames. utt_duration=1218 frames, utt_pad_proportion=0.071, over 8107.39 utterances.], giga_tot_loss[loss=0.3421, simple_loss=0.3854, pruned_loss=0.1494, over 2475645.09 frames. utt_duration=451 frames, utt_pad_proportion=0.07442, over 22031.37 utterances.], batch size: 26, lr: 1.59e-03
2022-08-20 10:44:07,393 INFO [train.py:927] (0/8) Epoch 1, batch 17250, libri_loss[loss=0.3881, simple_loss=0.4181, pruned_loss=0.179, over 12477.00 frames. utt_duration=943.2 frames, utt_pad_proportion=0.08786, over 53.00 utterances.], tot_loss[loss=0.3439, simple_loss=0.3851, pruned_loss=0.1514, over 2474083.17 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07377, over 19554.86 utterances.], libri_tot_loss[loss=0.3934, simple_loss=0.4214, pruned_loss=0.1878, over 2466895.32 frames. utt_duration=1222 frames, utt_pad_proportion=0.06996, over 8087.74 utterances.], giga_tot_loss[loss=0.3407, simple_loss=0.3832, pruned_loss=0.1491, over 2475014.75 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07411, over 21516.12 utterances.], batch size: 53, lr: 1.58e-03
2022-08-20 10:45:51,778 INFO [train.py:927] (0/8) Epoch 1, batch 17300, giga_loss[loss=0.2943, simple_loss=0.3557, pruned_loss=0.1164, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03538, over 37.00 utterances.], tot_loss[loss=0.3408, simple_loss=0.3836, pruned_loss=0.149, over 2473442.90 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07338, over 20243.21 utterances.], libri_tot_loss[loss=0.3917, simple_loss=0.4199, pruned_loss=0.1867, over 2466469.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06911, over 8078.30 utterances.], giga_tot_loss[loss=0.3382, simple_loss=0.3823, pruned_loss=0.147, over 2474798.07 frames. utt_duration=447.3 frames, utt_pad_proportion=0.074, over 22202.07 utterances.], batch size: 37, lr: 1.58e-03
2022-08-20 10:47:33,066 INFO [train.py:927] (0/8) Epoch 1, batch 17350, giga_loss[loss=0.3153, simple_loss=0.3598, pruned_loss=0.1355, over 12391.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09682, over 256.00 utterances.], tot_loss[loss=0.3334, simple_loss=0.3795, pruned_loss=0.1436, over 2474180.17 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07187, over 21381.74 utterances.], libri_tot_loss[loss=0.3915, simple_loss=0.4192, pruned_loss=0.1868, over 2466291.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06902, over 8088.02 utterances.], giga_tot_loss[loss=0.3308, simple_loss=0.3786, pruned_loss=0.1415, over 2475500.34 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0725, over 23094.09 utterances.], batch size: 256, lr: 1.58e-03
2022-08-20 10:49:17,676 INFO [train.py:927] (0/8) Epoch 1, batch 17400, libri_loss[loss=0.3855, simple_loss=0.4167, pruned_loss=0.1771, over 12230.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006029, over 31.00 utterances.], tot_loss[loss=0.328, simple_loss=0.3761, pruned_loss=0.1399, over 2474416.70 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07153, over 22342.41 utterances.], libri_tot_loss[loss=0.3942, simple_loss=0.4203, pruned_loss=0.1888, over 2466175.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.06824, over 8067.79 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.3737, pruned_loss=0.1356, over 2475685.03 frames. utt_duration=415.4 frames, utt_pad_proportion=0.0723, over 23920.62 utterances.], batch size: 31, lr: 1.58e-03
2022-08-20 10:50:59,691 INFO [train.py:927] (0/8) Epoch 1, batch 17450, giga_loss[loss=0.254, simple_loss=0.3337, pruned_loss=0.08714, over 12440.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03448, over 43.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3722, pruned_loss=0.1341, over 2474891.83 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07237, over 22905.17 utterances.], libri_tot_loss[loss=0.393, simple_loss=0.4195, pruned_loss=0.188, over 2466281.80 frames. utt_duration=1228 frames, utt_pad_proportion=0.06752, over 8042.86 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.3704, pruned_loss=0.1308, over 2475912.26 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07314, over 24383.77 utterances.], batch size: 43, lr: 1.57e-03
2022-08-20 10:52:42,247 INFO [train.py:927] (0/8) Epoch 1, batch 17500, giga_loss[loss=0.3183, simple_loss=0.3639, pruned_loss=0.1363, over 12420.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06822, over 212.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3685, pruned_loss=0.13, over 2474998.79 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07463, over 23808.58 utterances.], libri_tot_loss[loss=0.393, simple_loss=0.4198, pruned_loss=0.1878, over 2466478.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.0667, over 8038.23 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3661, pruned_loss=0.1267, over 2475749.38 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07538, over 25201.95 utterances.], batch size: 212, lr: 1.57e-03
2022-08-20 10:54:24,440 INFO [train.py:927] (0/8) Epoch 1, batch 17550, giga_loss[loss=0.3324, simple_loss=0.3815, pruned_loss=0.1416, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3661, pruned_loss=0.1282, over 2475875.33 frames. utt_duration=416.2 frames, utt_pad_proportion=0.0732, over 23876.20 utterances.], libri_tot_loss[loss=0.3919, simple_loss=0.4187, pruned_loss=0.1871, over 2466627.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.06541, over 8014.28 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3637, pruned_loss=0.1246, over 2476596.22 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07432, over 25467.07 utterances.], batch size: 91, lr: 1.57e-03
2022-08-20 10:56:09,787 INFO [train.py:927] (0/8) Epoch 1, batch 17600, giga_loss[loss=0.261, simple_loss=0.3371, pruned_loss=0.09245, over 12325.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.0341, over 62.00 utterances.], tot_loss[loss=0.3055, simple_loss=0.3628, pruned_loss=0.1241, over 2476011.58 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07315, over 24290.25 utterances.], libri_tot_loss[loss=0.3921, simple_loss=0.419, pruned_loss=0.187, over 2466804.61 frames. utt_duration=1231 frames, utt_pad_proportion=0.06499, over 8027.03 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3599, pruned_loss=0.1205, over 2476538.33 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07418, over 25748.42 utterances.], batch size: 62, lr: 1.57e-03
2022-08-20 10:57:49,699 INFO [train.py:927] (0/8) Epoch 1, batch 17650, giga_loss[loss=0.2607, simple_loss=0.3343, pruned_loss=0.09357, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3617, pruned_loss=0.1201, over 2475761.78 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07703, over 24409.05 utterances.], libri_tot_loss[loss=0.3932, simple_loss=0.4225, pruned_loss=0.1862, over 2467155.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.06423, over 8030.55 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3548, pruned_loss=0.1162, over 2476106.66 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07797, over 26003.35 utterances.], batch size: 75, lr: 1.57e-03
2022-08-20 10:59:36,761 INFO [train.py:927] (0/8) Epoch 1, batch 17700, giga_loss[loss=0.314, simple_loss=0.3665, pruned_loss=0.1307, over 12383.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07499, over 212.00 utterances.], tot_loss[loss=0.2963, simple_loss=0.3575, pruned_loss=0.1175, over 2476259.82 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07794, over 25176.10 utterances.], libri_tot_loss[loss=0.3933, simple_loss=0.423, pruned_loss=0.1861, over 2467316.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.06393, over 8036.19 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.351, pruned_loss=0.1139, over 2476459.53 frames. utt_duration=374 frames, utt_pad_proportion=0.07875, over 26587.62 utterances.], batch size: 212, lr: 1.56e-03
2022-08-20 11:01:28,409 INFO [train.py:927] (0/8) Epoch 1, batch 17750, giga_loss[loss=0.2609, simple_loss=0.3497, pruned_loss=0.08604, over 12370.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3567, pruned_loss=0.1172, over 2476327.27 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07894, over 25288.84 utterances.], libri_tot_loss[loss=0.3903, simple_loss=0.4205, pruned_loss=0.1841, over 2467737.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.0623, over 8032.05 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3507, pruned_loss=0.113, over 2476533.41 frames. utt_duration=365 frames, utt_pad_proportion=0.08019, over 27245.71 utterances.], batch size: 66, lr: 1.56e-03
2022-08-20 11:03:29,466 INFO [train.py:927] (0/8) Epoch 1, batch 17800, giga_loss[loss=0.3131, simple_loss=0.3587, pruned_loss=0.1337, over 12402.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09744, over 256.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3567, pruned_loss=0.117, over 2475983.09 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07619, over 24980.21 utterances.], libri_tot_loss[loss=0.3891, simple_loss=0.4193, pruned_loss=0.1834, over 2467379.43 frames. utt_duration=1236 frames, utt_pad_proportion=0.06119, over 7995.71 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3515, pruned_loss=0.1127, over 2476679.12 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07777, over 26977.91 utterances.], batch size: 256, lr: 1.56e-03
2022-08-20 11:05:26,965 INFO [train.py:927] (0/8) Epoch 1, batch 17850, giga_loss[loss=0.2441, simple_loss=0.328, pruned_loss=0.08006, over 12310.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03316, over 70.00 utterances.], tot_loss[loss=0.2917, simple_loss=0.3541, pruned_loss=0.1147, over 2475694.73 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07525, over 24979.27 utterances.], libri_tot_loss[loss=0.3874, simple_loss=0.4183, pruned_loss=0.1821, over 2467033.37 frames. utt_duration=1242 frames, utt_pad_proportion=0.06011, over 7955.23 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3494, pruned_loss=0.1109, over 2476745.67 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07693, over 26990.04 utterances.], batch size: 70, lr: 1.56e-03
2022-08-20 11:07:40,714 INFO [train.py:927] (0/8) Epoch 1, batch 17900, giga_loss[loss=0.2713, simple_loss=0.333, pruned_loss=0.1048, over 12465.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.02931, over 98.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3495, pruned_loss=0.1111, over 2476047.30 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07228, over 24604.18 utterances.], libri_tot_loss[loss=0.3875, simple_loss=0.4183, pruned_loss=0.1821, over 2467017.64 frames. utt_duration=1239 frames, utt_pad_proportion=0.06057, over 7972.73 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3452, pruned_loss=0.1075, over 2476962.68 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07372, over 26328.40 utterances.], batch size: 98, lr: 1.56e-03
2022-08-20 11:09:35,454 INFO [train.py:927] (0/8) Epoch 1, batch 17950, giga_loss[loss=0.3135, simple_loss=0.3551, pruned_loss=0.136, over 12377.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.0915, over 254.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3479, pruned_loss=0.1103, over 2477106.15 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07098, over 25020.08 utterances.], libri_tot_loss[loss=0.3877, simple_loss=0.4188, pruned_loss=0.1821, over 2467247.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.05992, over 7950.28 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3432, pruned_loss=0.1065, over 2477752.72 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0724, over 26624.72 utterances.], batch size: 254, lr: 1.55e-03
2022-08-20 11:11:39,293 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-18000.pt
2022-08-20 11:11:44,513 INFO [train.py:927] (0/8) Epoch 1, batch 18000, giga_loss[loss=0.2596, simple_loss=0.3343, pruned_loss=0.09242, over 12359.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3512, pruned_loss=0.111, over 2477892.85 frames. utt_duration=401.2 frames, utt_pad_proportion=0.0699, over 24785.49 utterances.], libri_tot_loss[loss=0.3884, simple_loss=0.4198, pruned_loss=0.1822, over 2467557.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.0593, over 7931.07 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3455, pruned_loss=0.107, over 2478260.07 frames. utt_duration=378 frames, utt_pad_proportion=0.07131, over 26311.95 utterances.], batch size: 91, lr: 1.55e-03
2022-08-20 11:11:44,524 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (0/8) 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] (0/8) Epoch 1, batch 18050, giga_loss[loss=0.2594, simple_loss=0.3303, pruned_loss=0.09423, over 12331.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03197, over 58.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3485, pruned_loss=0.1098, over 2477636.77 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06651, over 24283.34 utterances.], libri_tot_loss[loss=0.3887, simple_loss=0.4198, pruned_loss=0.1825, over 2467561.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05847, over 7923.55 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3428, pruned_loss=0.1051, over 2478106.68 frames. utt_duration=385.5 frames, utt_pad_proportion=0.0681, over 25796.98 utterances.], batch size: 58, lr: 1.55e-03
2022-08-20 11:16:05,559 INFO [train.py:927] (0/8) Epoch 1, batch 18100, giga_loss[loss=0.2825, simple_loss=0.3601, pruned_loss=0.1024, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02157, over 45.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3503, pruned_loss=0.1105, over 2477672.89 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06454, over 23812.04 utterances.], libri_tot_loss[loss=0.3872, simple_loss=0.4185, pruned_loss=0.1815, over 2467838.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.05725, over 7912.98 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3448, pruned_loss=0.1053, over 2478120.78 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06638, over 25549.66 utterances.], batch size: 45, lr: 1.55e-03
2022-08-20 11:18:02,633 INFO [train.py:927] (0/8) Epoch 1, batch 18150, giga_loss[loss=0.2417, simple_loss=0.3263, pruned_loss=0.07853, over 12406.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3505, pruned_loss=0.1089, over 2477982.78 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06836, over 24985.62 utterances.], libri_tot_loss[loss=0.3859, simple_loss=0.4176, pruned_loss=0.1805, over 2467941.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05598, over 7904.81 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.345, pruned_loss=0.1036, over 2478515.08 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06998, over 26857.52 utterances.], batch size: 182, lr: 1.55e-03
2022-08-20 11:20:08,308 INFO [train.py:927] (0/8) Epoch 1, batch 18200, libri_loss[loss=0.3746, simple_loss=0.4204, pruned_loss=0.1644, over 12328.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005459, over 36.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3501, pruned_loss=0.108, over 2477441.95 frames. utt_duration=403 frames, utt_pad_proportion=0.06839, over 24664.20 utterances.], libri_tot_loss[loss=0.3848, simple_loss=0.4166, pruned_loss=0.1798, over 2467543.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.05519, over 7870.64 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3449, pruned_loss=0.1028, over 2478424.84 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06998, over 26570.27 utterances.], batch size: 36, lr: 1.54e-03
2022-08-20 11:22:31,994 INFO [train.py:927] (0/8) Epoch 1, batch 18250, giga_loss[loss=0.2844, simple_loss=0.3504, pruned_loss=0.1092, over 12354.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3502, pruned_loss=0.1088, over 2477414.17 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06637, over 24476.43 utterances.], libri_tot_loss[loss=0.3843, simple_loss=0.4162, pruned_loss=0.1794, over 2467423.01 frames. utt_duration=1257 frames, utt_pad_proportion=0.05452, over 7858.64 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3456, pruned_loss=0.1041, over 2478438.96 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06799, over 26222.43 utterances.], batch size: 51, lr: 1.54e-03
2022-08-20 11:24:33,909 INFO [train.py:927] (0/8) Epoch 1, batch 18300, libri_loss[loss=0.3677, simple_loss=0.4161, pruned_loss=0.1597, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005375, over 34.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3476, pruned_loss=0.108, over 2477713.51 frames. utt_duration=393 frames, utt_pad_proportion=0.07387, over 25294.72 utterances.], libri_tot_loss[loss=0.3831, simple_loss=0.4155, pruned_loss=0.1785, over 2467564.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.05897, over 7942.00 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3427, pruned_loss=0.1031, over 2478697.71 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07371, over 27099.06 utterances.], batch size: 34, lr: 1.54e-03
2022-08-20 11:26:42,376 INFO [train.py:927] (0/8) Epoch 1, batch 18350, giga_loss[loss=0.2623, simple_loss=0.3346, pruned_loss=0.09506, over 12405.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05857, over 182.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.345, pruned_loss=0.1063, over 2477395.02 frames. utt_duration=407.2 frames, utt_pad_proportion=0.0694, over 24407.89 utterances.], libri_tot_loss[loss=0.3822, simple_loss=0.4148, pruned_loss=0.1779, over 2467507.47 frames. utt_duration=1246 frames, utt_pad_proportion=0.05822, over 7929.24 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3406, pruned_loss=0.1017, over 2478383.36 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06982, over 26150.55 utterances.], batch size: 182, lr: 1.54e-03
2022-08-20 11:28:46,704 INFO [train.py:927] (0/8) Epoch 1, batch 18400, giga_loss[loss=0.2318, simple_loss=0.3003, pruned_loss=0.08167, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03128, over 85.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3485, pruned_loss=0.1088, over 2477781.88 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06666, over 23705.15 utterances.], libri_tot_loss[loss=0.381, simple_loss=0.4138, pruned_loss=0.1771, over 2467664.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.05654, over 7909.44 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3434, pruned_loss=0.1033, over 2478789.61 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06776, over 25702.08 utterances.], batch size: 85, lr: 1.54e-03
2022-08-20 11:30:40,484 INFO [train.py:927] (0/8) Epoch 1, batch 18450, giga_loss[loss=0.3156, simple_loss=0.368, pruned_loss=0.1316, over 12420.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07328, over 213.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3478, pruned_loss=0.1108, over 2477868.65 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0662, over 24021.03 utterances.], libri_tot_loss[loss=0.3821, simple_loss=0.4135, pruned_loss=0.1783, over 2467432.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.05594, over 7889.90 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3431, pruned_loss=0.1044, over 2479049.19 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06729, over 25850.84 utterances.], batch size: 213, lr: 1.53e-03
2022-08-20 11:32:54,938 INFO [train.py:927] (0/8) Epoch 1, batch 18500, giga_loss[loss=0.2402, simple_loss=0.3287, pruned_loss=0.07578, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3481, pruned_loss=0.1096, over 2478515.78 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06701, over 24418.06 utterances.], libri_tot_loss[loss=0.3817, simple_loss=0.4133, pruned_loss=0.178, over 2467542.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.05552, over 7887.00 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.344, pruned_loss=0.1042, over 2479433.36 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06796, over 26005.12 utterances.], batch size: 31, lr: 1.53e-03
2022-08-20 11:35:11,298 INFO [train.py:927] (0/8) Epoch 1, batch 18550, giga_loss[loss=0.254, simple_loss=0.3161, pruned_loss=0.0959, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3479, pruned_loss=0.1096, over 2478741.88 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06831, over 24940.99 utterances.], libri_tot_loss[loss=0.3814, simple_loss=0.4133, pruned_loss=0.1777, over 2467811.98 frames. utt_duration=1252 frames, utt_pad_proportion=0.05488, over 7893.25 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3435, pruned_loss=0.1044, over 2479424.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06922, over 26475.68 utterances.], batch size: 133, lr: 1.53e-03
2022-08-20 11:37:18,222 INFO [train.py:927] (0/8) Epoch 1, batch 18600, giga_loss[loss=0.271, simple_loss=0.3388, pruned_loss=0.1016, over 12354.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3439, pruned_loss=0.1078, over 2478539.80 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06905, over 25077.57 utterances.], libri_tot_loss[loss=0.3816, simple_loss=0.414, pruned_loss=0.1774, over 2467701.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.054, over 7879.46 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3387, pruned_loss=0.1027, over 2479383.62 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07, over 26611.21 utterances.], batch size: 91, lr: 1.53e-03
2022-08-20 11:39:09,261 INFO [train.py:927] (0/8) Epoch 1, batch 18650, giga_loss[loss=0.2584, simple_loss=0.3353, pruned_loss=0.09072, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03416, over 75.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3437, pruned_loss=0.1085, over 2478468.95 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06995, over 24403.83 utterances.], libri_tot_loss[loss=0.3809, simple_loss=0.4133, pruned_loss=0.177, over 2467977.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.05394, over 7884.71 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3386, pruned_loss=0.1032, over 2479144.86 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07078, over 25996.62 utterances.], batch size: 75, lr: 1.53e-03
2022-08-20 11:41:10,462 INFO [train.py:927] (0/8) Epoch 1, batch 18700, giga_loss[loss=0.2682, simple_loss=0.3323, pruned_loss=0.102, over 12382.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06106, over 182.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3417, pruned_loss=0.1063, over 2478759.11 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06742, over 24452.57 utterances.], libri_tot_loss[loss=0.38, simple_loss=0.4125, pruned_loss=0.1764, over 2468258.96 frames. utt_duration=1253 frames, utt_pad_proportion=0.05388, over 7891.85 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3367, pruned_loss=0.1011, over 2479279.02 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06831, over 26091.73 utterances.], batch size: 182, lr: 1.52e-03
2022-08-20 11:43:19,993 INFO [train.py:927] (0/8) Epoch 1, batch 18750, giga_loss[loss=0.2584, simple_loss=0.328, pruned_loss=0.09444, over 12428.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04448, over 161.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3392, pruned_loss=0.1048, over 2478217.39 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07167, over 24571.21 utterances.], libri_tot_loss[loss=0.3795, simple_loss=0.412, pruned_loss=0.1761, over 2468214.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06148, over 8026.55 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3341, pruned_loss=0.09936, over 2478892.46 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07019, over 26111.86 utterances.], batch size: 161, lr: 1.52e-03
2022-08-20 11:45:26,918 INFO [train.py:927] (0/8) Epoch 1, batch 18800, giga_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.07342, over 12455.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03154, over 75.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3403, pruned_loss=0.1057, over 2478316.65 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06851, over 24302.76 utterances.], libri_tot_loss[loss=0.3799, simple_loss=0.4121, pruned_loss=0.1765, over 2468189.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06152, over 8012.16 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3346, pruned_loss=0.09954, over 2479098.98 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06754, over 25897.13 utterances.], batch size: 75, lr: 1.52e-03
2022-08-20 11:47:20,582 INFO [train.py:927] (0/8) Epoch 1, batch 18850, giga_loss[loss=0.2461, simple_loss=0.3172, pruned_loss=0.0875, over 12419.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07374, over 213.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3379, pruned_loss=0.1037, over 2478258.02 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06979, over 24903.93 utterances.], libri_tot_loss[loss=0.3798, simple_loss=0.4119, pruned_loss=0.1763, over 2468119.13 frames. utt_duration=1234 frames, utt_pad_proportion=0.06127, over 8009.10 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3333, pruned_loss=0.09872, over 2478964.31 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06904, over 26217.20 utterances.], batch size: 213, lr: 1.52e-03
2022-08-20 11:49:15,455 INFO [train.py:927] (0/8) Epoch 1, batch 18900, giga_loss[loss=0.3045, simple_loss=0.3468, pruned_loss=0.1311, over 12376.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3457, pruned_loss=0.1063, over 2478093.66 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06983, over 25358.44 utterances.], libri_tot_loss[loss=0.3831, simple_loss=0.4161, pruned_loss=0.1775, over 2468044.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.06046, over 7986.96 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3366, pruned_loss=0.0997, over 2478965.65 frames. utt_duration=371.1 frames, utt_pad_proportion=0.0695, over 26806.67 utterances.], batch size: 365, lr: 1.52e-03
2022-08-20 11:51:10,924 INFO [train.py:927] (0/8) Epoch 1, batch 18950, giga_loss[loss=0.263, simple_loss=0.3185, pruned_loss=0.1038, over 12365.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1756, over 356.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.346, pruned_loss=0.1066, over 2477952.92 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07122, over 25655.59 utterances.], libri_tot_loss[loss=0.3826, simple_loss=0.4156, pruned_loss=0.1772, over 2468050.66 frames. utt_duration=1233 frames, utt_pad_proportion=0.0601, over 8016.15 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3373, pruned_loss=0.09963, over 2478923.63 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07105, over 27270.26 utterances.], batch size: 356, lr: 1.52e-03
2022-08-20 11:53:10,074 INFO [train.py:927] (0/8) Epoch 1, batch 19000, giga_loss[loss=0.2361, simple_loss=0.3224, pruned_loss=0.07495, over 12260.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02511, over 54.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3423, pruned_loss=0.1044, over 2477427.81 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07156, over 25081.63 utterances.], libri_tot_loss[loss=0.3814, simple_loss=0.4146, pruned_loss=0.1765, over 2467683.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.05923, over 8002.97 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.335, pruned_loss=0.09819, over 2478675.87 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07169, over 26680.42 utterances.], batch size: 54, lr: 1.51e-03
2022-08-20 11:55:09,652 INFO [train.py:927] (0/8) Epoch 1, batch 19050, giga_loss[loss=0.2987, simple_loss=0.3469, pruned_loss=0.1253, over 12407.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09661, over 256.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3392, pruned_loss=0.103, over 2477858.44 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07077, over 25037.76 utterances.], libri_tot_loss[loss=0.38, simple_loss=0.4134, pruned_loss=0.1756, over 2467601.87 frames. utt_duration=1239 frames, utt_pad_proportion=0.05811, over 7975.16 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3329, pruned_loss=0.09732, over 2479131.85 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0713, over 26718.46 utterances.], batch size: 256, lr: 1.51e-03
2022-08-20 11:57:18,161 INFO [train.py:927] (0/8) Epoch 1, batch 19100, giga_loss[loss=0.2791, simple_loss=0.3458, pruned_loss=0.1062, over 12372.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3415, pruned_loss=0.1044, over 2477144.30 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07233, over 25772.64 utterances.], libri_tot_loss[loss=0.379, simple_loss=0.4126, pruned_loss=0.175, over 2467054.35 frames. utt_duration=1245 frames, utt_pad_proportion=0.05708, over 7936.13 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3355, pruned_loss=0.09876, over 2478894.78 frames. utt_duration=361.1 frames, utt_pad_proportion=0.07299, over 27546.97 utterances.], batch size: 91, lr: 1.51e-03
2022-08-20 11:59:10,718 INFO [train.py:927] (0/8) Epoch 1, batch 19150, giga_loss[loss=0.3164, simple_loss=0.3744, pruned_loss=0.1292, over 12382.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3432, pruned_loss=0.1057, over 2476954.57 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07013, over 25234.90 utterances.], libri_tot_loss[loss=0.3787, simple_loss=0.4126, pruned_loss=0.1746, over 2467099.02 frames. utt_duration=1244 frames, utt_pad_proportion=0.05619, over 7939.99 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3363, pruned_loss=0.09959, over 2478598.15 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07113, over 27136.88 utterances.], batch size: 146, lr: 1.51e-03
2022-08-20 12:01:09,875 INFO [train.py:927] (0/8) Epoch 1, batch 19200, giga_loss[loss=0.2856, simple_loss=0.3516, pruned_loss=0.1098, over 12422.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3459, pruned_loss=0.1065, over 2476989.43 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07192, over 25454.75 utterances.], libri_tot_loss[loss=0.3783, simple_loss=0.4125, pruned_loss=0.1741, over 2466782.31 frames. utt_duration=1249 frames, utt_pad_proportion=0.0554, over 7911.36 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3394, pruned_loss=0.1008, over 2478739.52 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07287, over 27297.48 utterances.], batch size: 183, lr: 1.51e-03
2022-08-20 12:03:22,518 INFO [train.py:927] (0/8) Epoch 1, batch 19250, giga_loss[loss=0.228, simple_loss=0.3061, pruned_loss=0.07499, over 12441.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03264, over 75.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3447, pruned_loss=0.1063, over 2476525.91 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06956, over 24526.46 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4102, pruned_loss=0.1725, over 2466548.52 frames. utt_duration=1254 frames, utt_pad_proportion=0.05423, over 7878.02 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3385, pruned_loss=0.1002, over 2478574.37 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07105, over 26821.53 utterances.], batch size: 75, lr: 1.50e-03
2022-08-20 12:05:20,028 INFO [train.py:927] (0/8) Epoch 1, batch 19300, giga_loss[loss=0.2456, simple_loss=0.3282, pruned_loss=0.08144, over 12454.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3441, pruned_loss=0.1065, over 2477084.81 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06827, over 24485.06 utterances.], libri_tot_loss[loss=0.3743, simple_loss=0.4091, pruned_loss=0.1717, over 2466390.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05411, over 7887.19 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3383, pruned_loss=0.1006, over 2479189.50 frames. utt_duration=371.6 frames, utt_pad_proportion=0.0697, over 26773.33 utterances.], batch size: 75, lr: 1.50e-03
2022-08-20 12:07:26,159 INFO [train.py:927] (0/8) Epoch 1, batch 19350, giga_loss[loss=0.3176, simple_loss=0.36, pruned_loss=0.1376, over 12380.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3425, pruned_loss=0.1064, over 2477254.83 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06443, over 24157.57 utterances.], libri_tot_loss[loss=0.3737, simple_loss=0.4086, pruned_loss=0.1713, over 2466088.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.05365, over 7881.41 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3373, pruned_loss=0.1008, over 2479415.15 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06605, over 26285.08 utterances.], batch size: 257, lr: 1.50e-03
2022-08-20 12:09:22,900 INFO [train.py:927] (0/8) Epoch 1, batch 19400, giga_loss[loss=0.2536, simple_loss=0.3346, pruned_loss=0.08625, over 12351.00 frames. utt_duration=707 frames, utt_pad_proportion=0.02623, over 70.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3419, pruned_loss=0.1051, over 2477531.11 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06227, over 23399.09 utterances.], libri_tot_loss[loss=0.3722, simple_loss=0.4075, pruned_loss=0.1703, over 2466469.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05214, over 7854.53 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3363, pruned_loss=0.09918, over 2479334.00 frames. utt_duration=387 frames, utt_pad_proportion=0.06433, over 25702.61 utterances.], batch size: 70, lr: 1.50e-03
2022-08-20 12:11:22,344 INFO [train.py:927] (0/8) Epoch 1, batch 19450, giga_loss[loss=0.245, simple_loss=0.3256, pruned_loss=0.08222, over 12464.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02741, over 80.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3411, pruned_loss=0.103, over 2477016.19 frames. utt_duration=441.1 frames, utt_pad_proportion=0.06181, over 22523.18 utterances.], libri_tot_loss[loss=0.3711, simple_loss=0.4063, pruned_loss=0.1697, over 2466637.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05099, over 7831.17 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.336, pruned_loss=0.09705, over 2478608.30 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06398, over 24808.98 utterances.], batch size: 80, lr: 1.50e-03
2022-08-20 12:13:27,814 INFO [train.py:927] (0/8) Epoch 1, batch 19500, giga_loss[loss=0.2578, simple_loss=0.3235, pruned_loss=0.09606, over 12432.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06844, over 212.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3428, pruned_loss=0.1033, over 2477092.94 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06071, over 22755.37 utterances.], libri_tot_loss[loss=0.3709, simple_loss=0.4063, pruned_loss=0.1694, over 2466799.93 frames. utt_duration=1262 frames, utt_pad_proportion=0.05018, over 7826.43 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3369, pruned_loss=0.09696, over 2478487.93 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06285, over 24987.72 utterances.], batch size: 212, lr: 1.50e-03
2022-08-20 12:15:31,725 INFO [train.py:927] (0/8) Epoch 1, batch 19550, giga_loss[loss=0.2721, simple_loss=0.3418, pruned_loss=0.1012, over 12379.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04631, over 146.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3432, pruned_loss=0.1035, over 2476891.58 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06387, over 23824.17 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.406, pruned_loss=0.1688, over 2466233.15 frames. utt_duration=1268 frames, utt_pad_proportion=0.04911, over 7788.12 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3372, pruned_loss=0.09731, over 2478744.46 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06558, over 26018.47 utterances.], batch size: 146, lr: 1.49e-03
2022-08-20 12:17:47,822 INFO [train.py:927] (0/8) Epoch 1, batch 19600, giga_loss[loss=0.2656, simple_loss=0.3388, pruned_loss=0.09616, over 12397.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05916, over 182.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.343, pruned_loss=0.1025, over 2477564.02 frames. utt_duration=404 frames, utt_pad_proportion=0.06481, over 24601.81 utterances.], libri_tot_loss[loss=0.3698, simple_loss=0.4057, pruned_loss=0.1686, over 2466322.16 frames. utt_duration=1270 frames, utt_pad_proportion=0.04873, over 7779.25 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.338, pruned_loss=0.09733, over 2479035.73 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06618, over 26461.53 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:20:09,183 INFO [train.py:927] (0/8) Epoch 1, batch 19650, giga_loss[loss=0.3048, simple_loss=0.3748, pruned_loss=0.1174, over 12406.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04045, over 133.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3471, pruned_loss=0.1045, over 2477985.31 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06233, over 24336.34 utterances.], libri_tot_loss[loss=0.372, simple_loss=0.4074, pruned_loss=0.17, over 2466640.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.04823, over 7756.68 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3408, pruned_loss=0.09826, over 2479022.11 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06377, over 26043.62 utterances.], batch size: 133, lr: 1.49e-03
2022-08-20 12:22:30,868 INFO [train.py:927] (0/8) Epoch 1, batch 19700, giga_loss[loss=0.2985, simple_loss=0.3587, pruned_loss=0.1191, over 12390.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03757, over 113.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3479, pruned_loss=0.108, over 2477827.03 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06164, over 24101.63 utterances.], libri_tot_loss[loss=0.3721, simple_loss=0.4066, pruned_loss=0.1704, over 2466404.38 frames. utt_duration=1279 frames, utt_pad_proportion=0.04762, over 7721.09 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3422, pruned_loss=0.1012, over 2479121.92 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06307, over 25876.51 utterances.], batch size: 113, lr: 1.49e-03
2022-08-20 12:24:31,559 INFO [train.py:927] (0/8) Epoch 1, batch 19750, giga_loss[loss=0.2331, simple_loss=0.3156, pruned_loss=0.0753, over 12361.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02816, over 66.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3477, pruned_loss=0.1084, over 2477685.41 frames. utt_duration=414.3 frames, utt_pad_proportion=0.05862, over 23986.69 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.4057, pruned_loss=0.1701, over 2466151.71 frames. utt_duration=1282 frames, utt_pad_proportion=0.04687, over 7704.83 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3424, pruned_loss=0.1016, over 2479278.23 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06026, over 25876.90 utterances.], batch size: 66, lr: 1.49e-03
2022-08-20 12:26:32,302 INFO [train.py:927] (0/8) Epoch 1, batch 19800, giga_loss[loss=0.3263, simple_loss=0.3853, pruned_loss=0.1336, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04478, over 146.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3482, pruned_loss=0.1088, over 2478211.36 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06578, over 25019.58 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4047, pruned_loss=0.1693, over 2466225.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04618, over 7687.88 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3439, pruned_loss=0.1029, over 2479622.25 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06683, over 26845.00 utterances.], batch size: 146, lr: 1.48e-03
2022-08-20 12:28:23,034 INFO [train.py:927] (0/8) Epoch 1, batch 19850, giga_loss[loss=0.2555, simple_loss=0.331, pruned_loss=0.09001, over 12363.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04181, over 113.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.346, pruned_loss=0.1066, over 2477763.56 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06439, over 24471.18 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.4047, pruned_loss=0.1688, over 2465973.71 frames. utt_duration=1285 frames, utt_pad_proportion=0.04608, over 7685.48 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3417, pruned_loss=0.1016, over 2479293.09 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06542, over 26151.97 utterances.], batch size: 113, lr: 1.48e-03
2022-08-20 12:30:18,719 INFO [train.py:927] (0/8) Epoch 1, batch 19900, giga_loss[loss=0.3239, simple_loss=0.3882, pruned_loss=0.1298, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02921, over 48.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3479, pruned_loss=0.1082, over 2476932.26 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06548, over 24143.02 utterances.], libri_tot_loss[loss=0.3698, simple_loss=0.4049, pruned_loss=0.1688, over 2465871.57 frames. utt_duration=1287 frames, utt_pad_proportion=0.04559, over 7670.27 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3436, pruned_loss=0.1034, over 2478387.19 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06644, over 25708.86 utterances.], batch size: 48, lr: 1.48e-03
2022-08-20 12:32:00,360 INFO [train.py:927] (0/8) Epoch 1, batch 19950, giga_loss[loss=0.3148, simple_loss=0.3826, pruned_loss=0.1235, over 12366.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2922, simple_loss=0.3566, pruned_loss=0.1139, over 2476832.47 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06334, over 22517.78 utterances.], libri_tot_loss[loss=0.3686, simple_loss=0.4039, pruned_loss=0.1681, over 2466216.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.04478, over 7642.86 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3529, pruned_loss=0.1095, over 2477929.45 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06463, over 24150.36 utterances.], batch size: 70, lr: 1.48e-03
2022-08-20 12:33:43,269 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-20000.pt
2022-08-20 12:33:49,753 INFO [train.py:927] (0/8) Epoch 1, batch 20000, giga_loss[loss=0.286, simple_loss=0.3374, pruned_loss=0.1173, over 12105.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04362, over 33.00 utterances.], tot_loss[loss=0.2927, simple_loss=0.3557, pruned_loss=0.1148, over 2475999.59 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06348, over 21459.82 utterances.], libri_tot_loss[loss=0.3685, simple_loss=0.4037, pruned_loss=0.168, over 2466400.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.04862, over 7706.88 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3522, pruned_loss=0.1104, over 2476895.09 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06366, over 22965.34 utterances.], batch size: 33, lr: 1.48e-03
2022-08-20 12:35:30,231 INFO [train.py:927] (0/8) Epoch 1, batch 20050, giga_loss[loss=0.2603, simple_loss=0.3247, pruned_loss=0.0979, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03609, over 122.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3493, pruned_loss=0.1122, over 2475260.02 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06196, over 20406.24 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4043, pruned_loss=0.1681, over 2466350.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.04865, over 7703.89 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3448, pruned_loss=0.1074, over 2476232.39 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06232, over 21904.30 utterances.], batch size: 122, lr: 1.48e-03
2022-08-20 12:37:13,088 INFO [train.py:927] (0/8) Epoch 1, batch 20100, giga_loss[loss=0.2351, simple_loss=0.2978, pruned_loss=0.08616, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04118, over 133.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3403, pruned_loss=0.1086, over 2475301.46 frames. utt_duration=487 frames, utt_pad_proportion=0.06436, over 20390.06 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4043, pruned_loss=0.1681, over 2466754.35 frames. utt_duration=1263 frames, utt_pad_proportion=0.05328, over 7822.72 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3355, pruned_loss=0.1035, over 2475912.61 frames. utt_duration=456.4 frames, utt_pad_proportion=0.06327, over 21762.76 utterances.], batch size: 133, lr: 1.47e-03
2022-08-20 12:38:55,499 INFO [train.py:927] (0/8) Epoch 1, batch 20150, giga_loss[loss=0.2404, simple_loss=0.3062, pruned_loss=0.08733, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0363, over 28.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.333, pruned_loss=0.1051, over 2474982.68 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06484, over 19525.94 utterances.], libri_tot_loss[loss=0.3669, simple_loss=0.4024, pruned_loss=0.167, over 2466684.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05234, over 7789.36 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3286, pruned_loss=0.09995, over 2475843.42 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06434, over 21055.52 utterances.], batch size: 28, lr: 1.47e-03
2022-08-20 12:40:36,423 INFO [train.py:927] (0/8) Epoch 1, batch 20200, giga_loss[loss=0.2701, simple_loss=0.326, pruned_loss=0.1071, over 12400.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06248, over 183.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3265, pruned_loss=0.1023, over 2474904.47 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07011, over 19931.24 utterances.], libri_tot_loss[loss=0.3661, simple_loss=0.4015, pruned_loss=0.1666, over 2466986.26 frames. utt_duration=1273 frames, utt_pad_proportion=0.05137, over 7758.93 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3222, pruned_loss=0.0972, over 2475490.83 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0698, over 21441.76 utterances.], batch size: 183, lr: 1.47e-03
2022-08-20 12:42:17,378 INFO [train.py:927] (0/8) Epoch 1, batch 20250, giga_loss[loss=0.2754, simple_loss=0.314, pruned_loss=0.1184, over 12377.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3219, pruned_loss=0.1007, over 2474595.03 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06992, over 19896.76 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4016, pruned_loss=0.1672, over 2467265.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.05577, over 7850.25 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.317, pruned_loss=0.09496, over 2474952.46 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06834, over 21225.81 utterances.], batch size: 260, lr: 1.47e-03
2022-08-20 12:44:01,015 INFO [train.py:927] (0/8) Epoch 1, batch 20300, giga_loss[loss=0.2018, simple_loss=0.2803, pruned_loss=0.06163, over 12312.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02909, over 74.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3175, pruned_loss=0.09899, over 2474335.79 frames. utt_duration=519 frames, utt_pad_proportion=0.06471, over 19123.63 utterances.], libri_tot_loss[loss=0.3692, simple_loss=0.4025, pruned_loss=0.1692, over 2467511.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05543, over 7857.48 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3118, pruned_loss=0.09184, over 2474501.08 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06388, over 20320.85 utterances.], batch size: 74, lr: 1.47e-03
2022-08-20 12:45:44,336 INFO [train.py:927] (0/8) Epoch 1, batch 20350, giga_loss[loss=0.2181, simple_loss=0.2805, pruned_loss=0.07781, over 12244.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03766, over 28.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3113, pruned_loss=0.09365, over 2474085.24 frames. utt_duration=538 frames, utt_pad_proportion=0.06257, over 18444.92 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.404, pruned_loss=0.1688, over 2467268.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05483, over 7835.73 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3042, pruned_loss=0.08737, over 2474530.60 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06225, over 19562.64 utterances.], batch size: 28, lr: 1.47e-03
2022-08-20 12:47:28,117 INFO [train.py:927] (0/8) Epoch 1, batch 20400, giga_loss[loss=0.3743, simple_loss=0.4022, pruned_loss=0.1732, over 12370.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.112, over 260.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3189, pruned_loss=0.09932, over 2473961.94 frames. utt_duration=532 frames, utt_pad_proportion=0.06509, over 18651.43 utterances.], libri_tot_loss[loss=0.37, simple_loss=0.4043, pruned_loss=0.169, over 2467440.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05406, over 7845.70 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3109, pruned_loss=0.09245, over 2474324.13 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06513, over 19795.06 utterances.], batch size: 260, lr: 1.46e-03
2022-08-20 12:49:10,482 INFO [train.py:927] (0/8) Epoch 1, batch 20450, libri_loss[loss=0.425, simple_loss=0.4328, pruned_loss=0.2086, over 12455.00 frames. utt_duration=413.3 frames, utt_pad_proportion=0.3511, over 121.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3337, pruned_loss=0.1096, over 2473531.05 frames. utt_duration=525 frames, utt_pad_proportion=0.06707, over 18897.66 utterances.], libri_tot_loss[loss=0.3686, simple_loss=0.403, pruned_loss=0.1683, over 2467307.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.05689, over 7873.83 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3247, pruned_loss=0.1016, over 2474243.60 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06601, over 20294.51 utterances.], batch size: 121, lr: 1.46e-03
2022-08-20 12:50:54,611 INFO [train.py:927] (0/8) Epoch 1, batch 20500, giga_loss[loss=0.2733, simple_loss=0.3477, pruned_loss=0.0995, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3417, pruned_loss=0.1127, over 2473757.58 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06486, over 18599.15 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.4026, pruned_loss=0.1681, over 2467537.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05602, over 7856.49 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3338, pruned_loss=0.1055, over 2474244.62 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06449, over 19914.71 utterances.], batch size: 97, lr: 1.46e-03
2022-08-20 12:52:37,636 INFO [train.py:927] (0/8) Epoch 1, batch 20550, giga_loss[loss=0.3454, simple_loss=0.396, pruned_loss=0.1474, over 12403.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06311, over 183.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3462, pruned_loss=0.114, over 2473648.21 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06619, over 18659.20 utterances.], libri_tot_loss[loss=0.369, simple_loss=0.4033, pruned_loss=0.1685, over 2467535.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05618, over 7874.56 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3387, pruned_loss=0.1074, over 2474114.69 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06581, over 19819.51 utterances.], batch size: 183, lr: 1.46e-03
2022-08-20 12:54:21,224 INFO [train.py:927] (0/8) Epoch 1, batch 20600, giga_loss[loss=0.251, simple_loss=0.3171, pruned_loss=0.09251, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03203, over 40.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3483, pruned_loss=0.1154, over 2473649.52 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06777, over 18451.49 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.4011, pruned_loss=0.1667, over 2467378.73 frames. utt_duration=1259 frames, utt_pad_proportion=0.0557, over 7846.83 utterances.], giga_tot_loss[loss=0.2812, simple_loss=0.3425, pruned_loss=0.1099, over 2474348.66 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06766, over 19751.69 utterances.], batch size: 40, lr: 1.46e-03
2022-08-20 12:56:03,988 INFO [train.py:927] (0/8) Epoch 1, batch 20650, giga_loss[loss=0.314, simple_loss=0.3716, pruned_loss=0.1282, over 12397.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02885, over 58.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.3541, pruned_loss=0.1184, over 2473453.67 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06886, over 18258.84 utterances.], libri_tot_loss[loss=0.3671, simple_loss=0.4017, pruned_loss=0.1672, over 2467516.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05497, over 7831.00 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3479, pruned_loss=0.1127, over 2473982.69 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06908, over 19506.21 utterances.], batch size: 58, lr: 1.46e-03
2022-08-20 12:57:45,953 INFO [train.py:927] (0/8) Epoch 1, batch 20700, giga_loss[loss=0.2717, simple_loss=0.3452, pruned_loss=0.09908, over 12421.00 frames. utt_duration=803.1 frames, utt_pad_proportion=0.02767, over 62.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3574, pruned_loss=0.1202, over 2473648.34 frames. utt_duration=538.8 frames, utt_pad_proportion=0.07027, over 18414.06 utterances.], libri_tot_loss[loss=0.366, simple_loss=0.4005, pruned_loss=0.1667, over 2467680.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05365, over 7796.55 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.352, pruned_loss=0.1145, over 2474109.90 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07097, over 19780.67 utterances.], batch size: 62, lr: 1.45e-03
2022-08-20 12:59:28,885 INFO [train.py:927] (0/8) Epoch 1, batch 20750, giga_loss[loss=0.2918, simple_loss=0.3662, pruned_loss=0.1087, over 12385.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3577, pruned_loss=0.1188, over 2473202.92 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06728, over 17605.87 utterances.], libri_tot_loss[loss=0.3641, simple_loss=0.3989, pruned_loss=0.1656, over 2467499.58 frames. utt_duration=1274 frames, utt_pad_proportion=0.0525, over 7757.16 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3538, pruned_loss=0.114, over 2473857.65 frames. utt_duration=522 frames, utt_pad_proportion=0.06861, over 19011.86 utterances.], batch size: 66, lr: 1.45e-03
2022-08-20 13:01:10,811 INFO [train.py:927] (0/8) Epoch 1, batch 20800, giga_loss[loss=0.2623, simple_loss=0.3444, pruned_loss=0.09009, over 12350.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.36, pruned_loss=0.1191, over 2473281.26 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0646, over 16716.65 utterances.], libri_tot_loss[loss=0.3647, simple_loss=0.3997, pruned_loss=0.1657, over 2467687.97 frames. utt_duration=1264 frames, utt_pad_proportion=0.05505, over 7819.55 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3545, pruned_loss=0.1134, over 2473843.90 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06515, over 18137.93 utterances.], batch size: 58, lr: 1.45e-03
2022-08-20 13:02:54,231 INFO [train.py:927] (0/8) Epoch 1, batch 20850, libri_loss[loss=0.3514, simple_loss=0.3805, pruned_loss=0.1612, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01348, over 40.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.3643, pruned_loss=0.1232, over 2473895.18 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06021, over 16389.28 utterances.], libri_tot_loss[loss=0.3664, simple_loss=0.4013, pruned_loss=0.1666, over 2467660.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.05417, over 7808.18 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3577, pruned_loss=0.1168, over 2474502.11 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06139, over 17744.43 utterances.], batch size: 40, lr: 1.45e-03
2022-08-20 13:04:38,859 INFO [train.py:927] (0/8) Epoch 1, batch 20900, giga_loss[loss=0.2479, simple_loss=0.3155, pruned_loss=0.09013, over 12116.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03787, over 30.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3633, pruned_loss=0.1232, over 2473718.82 frames. utt_duration=616 frames, utt_pad_proportion=0.05673, over 16102.79 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.4011, pruned_loss=0.1665, over 2467839.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05435, over 7830.93 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3578, pruned_loss=0.1177, over 2474134.67 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05786, over 17267.90 utterances.], batch size: 30, lr: 1.45e-03
2022-08-20 13:06:22,086 INFO [train.py:927] (0/8) Epoch 1, batch 20950, giga_loss[loss=0.2767, simple_loss=0.3383, pruned_loss=0.1075, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3615, pruned_loss=0.1228, over 2474059.21 frames. utt_duration=609.1 frames, utt_pad_proportion=0.05767, over 16286.96 utterances.], libri_tot_loss[loss=0.3651, simple_loss=0.4003, pruned_loss=0.1658, over 2468057.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.05779, over 7909.11 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3565, pruned_loss=0.1176, over 2474333.03 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05704, over 17420.97 utterances.], batch size: 45, lr: 1.45e-03
2022-08-20 13:08:08,412 INFO [train.py:927] (0/8) Epoch 1, batch 21000, giga_loss[loss=0.3495, simple_loss=0.3865, pruned_loss=0.1562, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3592, pruned_loss=0.1205, over 2473619.50 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05616, over 16397.46 utterances.], libri_tot_loss[loss=0.3643, simple_loss=0.3997, pruned_loss=0.1653, over 2467852.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.05737, over 7894.06 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3554, pruned_loss=0.1164, over 2474059.23 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0559, over 17373.74 utterances.], batch size: 258, lr: 1.44e-03
2022-08-20 13:08:08,419 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 13:08:21,335 INFO [train.py:967] (0/8) 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] (0/8) Epoch 1, batch 21050, giga_loss[loss=0.3003, simple_loss=0.3633, pruned_loss=0.1187, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03234, over 40.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.356, pruned_loss=0.1196, over 2473432.50 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06613, over 17322.92 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4002, pruned_loss=0.1658, over 2468140.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06546, over 8032.21 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3512, pruned_loss=0.1145, over 2473691.10 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06236, over 18282.28 utterances.], batch size: 40, lr: 1.44e-03
2022-08-20 13:11:48,637 INFO [train.py:927] (0/8) Epoch 1, batch 21100, giga_loss[loss=0.2777, simple_loss=0.3423, pruned_loss=0.1066, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02793, over 45.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3484, pruned_loss=0.1153, over 2473375.30 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07195, over 18532.63 utterances.], libri_tot_loss[loss=0.3642, simple_loss=0.3993, pruned_loss=0.1654, over 2468159.91 frames. utt_duration=1231 frames, utt_pad_proportion=0.06524, over 8031.00 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3443, pruned_loss=0.1105, over 2473708.56 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06899, over 19521.53 utterances.], batch size: 45, lr: 1.44e-03
2022-08-20 13:13:30,614 INFO [train.py:927] (0/8) Epoch 1, batch 21150, giga_loss[loss=0.272, simple_loss=0.3454, pruned_loss=0.09931, over 12385.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3472, pruned_loss=0.1148, over 2473422.71 frames. utt_duration=527.5 frames, utt_pad_proportion=0.07487, over 18811.05 utterances.], libri_tot_loss[loss=0.3628, simple_loss=0.3979, pruned_loss=0.1646, over 2468238.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06303, over 7974.66 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.343, pruned_loss=0.1095, over 2473863.30 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07335, over 20104.05 utterances.], batch size: 62, lr: 1.44e-03
2022-08-20 13:15:18,880 INFO [train.py:927] (0/8) Epoch 1, batch 21200, libri_loss[loss=0.3234, simple_loss=0.3626, pruned_loss=0.1421, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00549, over 34.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3443, pruned_loss=0.1127, over 2472577.58 frames. utt_duration=551.4 frames, utt_pad_proportion=0.07276, over 17984.99 utterances.], libri_tot_loss[loss=0.3614, simple_loss=0.397, pruned_loss=0.1636, over 2468363.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.06148, over 7932.23 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3401, pruned_loss=0.1078, over 2472952.12 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07236, over 19410.62 utterances.], batch size: 34, lr: 1.44e-03
2022-08-20 13:16:57,280 INFO [train.py:927] (0/8) Epoch 1, batch 21250, giga_loss[loss=0.2424, simple_loss=0.3146, pruned_loss=0.08511, over 12380.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3393, pruned_loss=0.1096, over 2472605.15 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06898, over 17510.83 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3972, pruned_loss=0.1638, over 2468301.57 frames. utt_duration=1241 frames, utt_pad_proportion=0.06201, over 7968.01 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3351, pruned_loss=0.1049, over 2473005.58 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06875, over 18731.22 utterances.], batch size: 97, lr: 1.44e-03
2022-08-20 13:18:36,522 INFO [train.py:927] (0/8) Epoch 1, batch 21300, giga_loss[loss=0.2071, simple_loss=0.2878, pruned_loss=0.06326, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03331, over 30.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3358, pruned_loss=0.1084, over 2471895.01 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0679, over 17201.50 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3965, pruned_loss=0.1636, over 2467918.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06235, over 7979.28 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3312, pruned_loss=0.103, over 2472702.29 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0677, over 18463.02 utterances.], batch size: 30, lr: 1.43e-03
2022-08-20 13:20:14,462 INFO [train.py:927] (0/8) Epoch 1, batch 21350, giga_loss[loss=0.228, simple_loss=0.2967, pruned_loss=0.07969, over 12233.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03226, over 45.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3318, pruned_loss=0.1045, over 2471750.99 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06299, over 16375.92 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3983, pruned_loss=0.1636, over 2468092.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.06192, over 7961.53 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3259, pruned_loss=0.09973, over 2472265.81 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0633, over 17462.20 utterances.], batch size: 45, lr: 1.43e-03
2022-08-20 13:21:56,031 INFO [train.py:927] (0/8) Epoch 1, batch 21400, giga_loss[loss=0.2437, simple_loss=0.3058, pruned_loss=0.09081, over 12394.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3312, pruned_loss=0.1057, over 2472005.08 frames. utt_duration=614.9 frames, utt_pad_proportion=0.06515, over 16120.17 utterances.], libri_tot_loss[loss=0.3619, simple_loss=0.3975, pruned_loss=0.1638, over 2468182.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06792, over 8060.64 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3239, pruned_loss=0.09887, over 2472517.82 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06277, over 17319.25 utterances.], batch size: 66, lr: 1.43e-03
2022-08-20 13:23:33,538 INFO [train.py:927] (0/8) Epoch 1, batch 21450, giga_loss[loss=0.279, simple_loss=0.3377, pruned_loss=0.1102, over 12362.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3296, pruned_loss=0.1047, over 2471436.12 frames. utt_duration=599.5 frames, utt_pad_proportion=0.06681, over 16529.72 utterances.], libri_tot_loss[loss=0.3622, simple_loss=0.3978, pruned_loss=0.164, over 2468391.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.07069, over 8131.71 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3224, pruned_loss=0.098, over 2471725.58 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06376, over 17566.27 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:25:16,656 INFO [train.py:927] (0/8) Epoch 1, batch 21500, giga_loss[loss=0.2563, simple_loss=0.3238, pruned_loss=0.09437, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02725, over 48.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3327, pruned_loss=0.1072, over 2471817.43 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06262, over 16609.11 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3966, pruned_loss=0.1634, over 2468081.43 frames. utt_duration=1221 frames, utt_pad_proportion=0.06972, over 8093.84 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3264, pruned_loss=0.1011, over 2472398.11 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06076, over 17656.63 utterances.], batch size: 48, lr: 1.43e-03
2022-08-20 13:26:57,924 INFO [train.py:927] (0/8) Epoch 1, batch 21550, giga_loss[loss=0.3069, simple_loss=0.3717, pruned_loss=0.1211, over 12401.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3402, pruned_loss=0.1131, over 2472091.15 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06769, over 16877.34 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3956, pruned_loss=0.1629, over 2468353.82 frames. utt_duration=1214 frames, utt_pad_proportion=0.07284, over 8144.30 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3342, pruned_loss=0.107, over 2472442.68 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06452, over 17926.29 utterances.], batch size: 70, lr: 1.43e-03
2022-08-20 13:28:37,733 INFO [train.py:927] (0/8) Epoch 1, batch 21600, giga_loss[loss=0.3395, simple_loss=0.4046, pruned_loss=0.1372, over 12432.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04497, over 134.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3468, pruned_loss=0.1161, over 2472237.85 frames. utt_duration=569.7 frames, utt_pad_proportion=0.07242, over 17403.62 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3964, pruned_loss=0.1635, over 2468427.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.07704, over 8224.87 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3409, pruned_loss=0.1104, over 2472483.22 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06803, over 18233.15 utterances.], batch size: 134, lr: 1.42e-03
2022-08-20 13:30:16,855 INFO [train.py:927] (0/8) Epoch 1, batch 21650, giga_loss[loss=0.3306, simple_loss=0.3908, pruned_loss=0.1352, over 12311.00 frames. utt_duration=747.4 frames, utt_pad_proportion=0.02804, over 66.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3586, pruned_loss=0.1218, over 2473121.47 frames. utt_duration=528 frames, utt_pad_proportion=0.07676, over 18787.07 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.4, pruned_loss=0.1643, over 2468402.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.07696, over 8236.59 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.3502, pruned_loss=0.1159, over 2473375.14 frames. utt_duration=507 frames, utt_pad_proportion=0.0734, over 19570.45 utterances.], batch size: 66, lr: 1.42e-03
2022-08-20 13:31:57,466 INFO [train.py:927] (0/8) Epoch 1, batch 21700, giga_loss[loss=0.2798, simple_loss=0.3436, pruned_loss=0.108, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3572, pruned_loss=0.1204, over 2473822.94 frames. utt_duration=520.8 frames, utt_pad_proportion=0.07874, over 19056.03 utterances.], libri_tot_loss[loss=0.3649, simple_loss=0.401, pruned_loss=0.1649, over 2469021.40 frames. utt_duration=1192 frames, utt_pad_proportion=0.0791, over 8297.65 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3481, pruned_loss=0.1137, over 2473610.11 frames. utt_duration=497 frames, utt_pad_proportion=0.07505, over 19968.90 utterances.], batch size: 66, lr: 1.42e-03
2022-08-20 13:33:38,422 INFO [train.py:927] (0/8) Epoch 1, batch 21750, giga_loss[loss=0.2647, simple_loss=0.3362, pruned_loss=0.09661, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02597, over 91.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3563, pruned_loss=0.12, over 2473390.98 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07591, over 19375.38 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4007, pruned_loss=0.1652, over 2468845.19 frames. utt_duration=1194 frames, utt_pad_proportion=0.07822, over 8280.95 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3485, pruned_loss=0.1135, over 2473463.39 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07349, over 20327.92 utterances.], batch size: 91, lr: 1.42e-03
2022-08-20 13:35:20,955 INFO [train.py:927] (0/8) Epoch 1, batch 21800, giga_loss[loss=0.2668, simple_loss=0.3352, pruned_loss=0.0992, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03942, over 28.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3585, pruned_loss=0.1216, over 2472863.14 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07782, over 18621.64 utterances.], libri_tot_loss[loss=0.3652, simple_loss=0.4005, pruned_loss=0.1655, over 2469180.92 frames. utt_duration=1173 frames, utt_pad_proportion=0.08456, over 8432.73 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.351, pruned_loss=0.1147, over 2472749.86 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07317, over 19592.06 utterances.], batch size: 28, lr: 1.42e-03
2022-08-20 13:37:01,752 INFO [train.py:927] (0/8) Epoch 1, batch 21850, giga_loss[loss=0.3325, simple_loss=0.3928, pruned_loss=0.1361, over 12439.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03612, over 105.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.3599, pruned_loss=0.1225, over 2472435.02 frames. utt_duration=536 frames, utt_pad_proportion=0.07589, over 18504.11 utterances.], libri_tot_loss[loss=0.3651, simple_loss=0.4004, pruned_loss=0.1654, over 2469224.61 frames. utt_duration=1166 frames, utt_pad_proportion=0.08684, over 8484.26 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3533, pruned_loss=0.1163, over 2472360.01 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07126, over 19390.83 utterances.], batch size: 105, lr: 1.42e-03
2022-08-20 13:38:43,593 INFO [train.py:927] (0/8) Epoch 1, batch 21900, giga_loss[loss=0.2465, simple_loss=0.3266, pruned_loss=0.08313, over 12311.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05128, over 26.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3616, pruned_loss=0.1225, over 2473055.84 frames. utt_duration=548.3 frames, utt_pad_proportion=0.07162, over 18089.74 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.4028, pruned_loss=0.1663, over 2469472.68 frames. utt_duration=1167 frames, utt_pad_proportion=0.08615, over 8475.45 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3539, pruned_loss=0.1164, over 2472802.41 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06829, over 18885.25 utterances.], batch size: 26, lr: 1.42e-03
2022-08-20 13:40:23,922 INFO [train.py:927] (0/8) Epoch 1, batch 21950, giga_loss[loss=0.2895, simple_loss=0.3574, pruned_loss=0.1108, over 12255.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02939, over 42.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3629, pruned_loss=0.1238, over 2472427.10 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0743, over 18155.24 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.4023, pruned_loss=0.1669, over 2469269.36 frames. utt_duration=1173 frames, utt_pad_proportion=0.08458, over 8431.05 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3563, pruned_loss=0.1176, over 2472472.87 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07207, over 19040.53 utterances.], batch size: 42, lr: 1.41e-03
2022-08-20 13:42:05,411 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-22000.pt
2022-08-20 13:42:12,115 INFO [train.py:927] (0/8) Epoch 1, batch 22000, giga_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.08878, over 12409.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02521, over 91.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3616, pruned_loss=0.121, over 2472359.76 frames. utt_duration=573.3 frames, utt_pad_proportion=0.07021, over 17293.68 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.4023, pruned_loss=0.1667, over 2469207.96 frames. utt_duration=1173 frames, utt_pad_proportion=0.08386, over 8427.56 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3559, pruned_loss=0.1157, over 2472507.26 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06877, over 18118.85 utterances.], batch size: 91, lr: 1.41e-03
2022-08-20 13:43:52,118 INFO [train.py:927] (0/8) Epoch 1, batch 22050, giga_loss[loss=0.2821, simple_loss=0.3476, pruned_loss=0.1084, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03001, over 48.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3606, pruned_loss=0.1193, over 2472117.53 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06636, over 16511.62 utterances.], libri_tot_loss[loss=0.3674, simple_loss=0.4031, pruned_loss=0.1664, over 2469224.22 frames. utt_duration=1179 frames, utt_pad_proportion=0.08201, over 8386.24 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3542, pruned_loss=0.114, over 2472283.94 frames. utt_duration=568.1 frames, utt_pad_proportion=0.066, over 17454.38 utterances.], batch size: 48, lr: 1.41e-03
2022-08-20 13:45:33,960 INFO [train.py:927] (0/8) Epoch 1, batch 22100, giga_loss[loss=0.2902, simple_loss=0.348, pruned_loss=0.1161, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03232, over 80.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3589, pruned_loss=0.1195, over 2472097.72 frames. utt_duration=612.9 frames, utt_pad_proportion=0.06575, over 16173.85 utterances.], libri_tot_loss[loss=0.367, simple_loss=0.4024, pruned_loss=0.1663, over 2469305.90 frames. utt_duration=1182 frames, utt_pad_proportion=0.08107, over 8365.70 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3537, pruned_loss=0.1144, over 2472220.24 frames. utt_duration=580 frames, utt_pad_proportion=0.0658, over 17093.31 utterances.], batch size: 80, lr: 1.41e-03
2022-08-20 13:47:13,945 INFO [train.py:927] (0/8) Epoch 1, batch 22150, giga_loss[loss=0.2882, simple_loss=0.354, pruned_loss=0.1112, over 12414.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03559, over 113.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3587, pruned_loss=0.119, over 2471570.16 frames. utt_duration=638.3 frames, utt_pad_proportion=0.06268, over 15524.73 utterances.], libri_tot_loss[loss=0.3666, simple_loss=0.402, pruned_loss=0.1661, over 2469344.77 frames. utt_duration=1176 frames, utt_pad_proportion=0.08332, over 8409.34 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3536, pruned_loss=0.1138, over 2471685.77 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06144, over 16419.96 utterances.], batch size: 113, lr: 1.41e-03
2022-08-20 13:48:55,316 INFO [train.py:927] (0/8) Epoch 1, batch 22200, giga_loss[loss=0.2904, simple_loss=0.3555, pruned_loss=0.1126, over 12358.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3584, pruned_loss=0.1191, over 2472470.25 frames. utt_duration=629 frames, utt_pad_proportion=0.06251, over 15760.69 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.4024, pruned_loss=0.1668, over 2469404.80 frames. utt_duration=1180 frames, utt_pad_proportion=0.08245, over 8378.35 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.3534, pruned_loss=0.1138, over 2472537.18 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06183, over 16591.02 utterances.], batch size: 97, lr: 1.41e-03
2022-08-20 13:50:35,448 INFO [train.py:927] (0/8) Epoch 1, batch 22250, libri_loss[loss=0.3979, simple_loss=0.4232, pruned_loss=0.1863, over 12283.00 frames. utt_duration=769.2 frames, utt_pad_proportion=0.1259, over 64.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3561, pruned_loss=0.1179, over 2472290.86 frames. utt_duration=644.4 frames, utt_pad_proportion=0.06207, over 15381.14 utterances.], libri_tot_loss[loss=0.3666, simple_loss=0.4017, pruned_loss=0.1662, over 2469090.55 frames. utt_duration=1178 frames, utt_pad_proportion=0.08213, over 8394.95 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3517, pruned_loss=0.1131, over 2472699.82 frames. utt_duration=612.6 frames, utt_pad_proportion=0.0614, over 16184.57 utterances.], batch size: 64, lr: 1.40e-03
2022-08-20 13:52:16,440 INFO [train.py:927] (0/8) Epoch 1, batch 22300, libri_loss[loss=0.3657, simple_loss=0.3953, pruned_loss=0.168, over 12440.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01462, over 40.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3535, pruned_loss=0.1167, over 2471885.10 frames. utt_duration=651.2 frames, utt_pad_proportion=0.06549, over 15218.13 utterances.], libri_tot_loss[loss=0.3655, simple_loss=0.4007, pruned_loss=0.1655, over 2469130.22 frames. utt_duration=1173 frames, utt_pad_proportion=0.08343, over 8429.56 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3488, pruned_loss=0.1113, over 2472300.51 frames. utt_duration=614.6 frames, utt_pad_proportion=0.06368, over 16129.50 utterances.], batch size: 40, lr: 1.40e-03
2022-08-20 13:53:56,874 INFO [train.py:927] (0/8) Epoch 1, batch 22350, giga_loss[loss=0.2626, simple_loss=0.3308, pruned_loss=0.09721, over 12337.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03306, over 62.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3514, pruned_loss=0.1164, over 2471946.62 frames. utt_duration=661.2 frames, utt_pad_proportion=0.06628, over 14987.75 utterances.], libri_tot_loss[loss=0.3619, simple_loss=0.3978, pruned_loss=0.1633, over 2469024.56 frames. utt_duration=1189 frames, utt_pad_proportion=0.07931, over 8313.49 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3472, pruned_loss=0.1108, over 2472561.35 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06623, over 16272.68 utterances.], batch size: 62, lr: 1.40e-03
2022-08-20 13:55:39,227 INFO [train.py:927] (0/8) Epoch 1, batch 22400, giga_loss[loss=0.2567, simple_loss=0.3123, pruned_loss=0.1005, over 12380.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.0386, over 37.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3487, pruned_loss=0.1152, over 2471912.30 frames. utt_duration=662.4 frames, utt_pad_proportion=0.06277, over 14961.70 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3966, pruned_loss=0.1623, over 2468829.69 frames. utt_duration=1187 frames, utt_pad_proportion=0.0811, over 8329.53 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3447, pruned_loss=0.11, over 2472685.96 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06192, over 16224.07 utterances.], batch size: 37, lr: 1.40e-03
2022-08-20 13:57:21,036 INFO [train.py:927] (0/8) Epoch 1, batch 22450, giga_loss[loss=0.2741, simple_loss=0.3372, pruned_loss=0.1055, over 12373.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3451, pruned_loss=0.1134, over 2472027.12 frames. utt_duration=618.8 frames, utt_pad_proportion=0.06618, over 16018.52 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3966, pruned_loss=0.1624, over 2468924.54 frames. utt_duration=1186 frames, utt_pad_proportion=0.08085, over 8333.88 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3418, pruned_loss=0.1091, over 2472569.80 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06541, over 17028.75 utterances.], batch size: 62, lr: 1.40e-03
2022-08-20 13:59:02,354 INFO [train.py:927] (0/8) Epoch 1, batch 22500, giga_loss[loss=0.2762, simple_loss=0.3459, pruned_loss=0.1033, over 12336.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02826, over 66.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3449, pruned_loss=0.1124, over 2472352.85 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06349, over 16542.54 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3971, pruned_loss=0.1629, over 2469005.92 frames. utt_duration=1185 frames, utt_pad_proportion=0.08081, over 8344.21 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3416, pruned_loss=0.1083, over 2472714.59 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06299, over 17362.66 utterances.], batch size: 66, lr: 1.40e-03
2022-08-20 14:00:43,766 INFO [train.py:927] (0/8) Epoch 1, batch 22550, giga_loss[loss=0.255, simple_loss=0.3391, pruned_loss=0.08546, over 12455.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0309, over 75.00 utterances.], tot_loss[loss=0.293, simple_loss=0.3529, pruned_loss=0.1166, over 2472674.08 frames. utt_duration=569.5 frames, utt_pad_proportion=0.0625, over 17413.29 utterances.], libri_tot_loss[loss=0.3639, simple_loss=0.4002, pruned_loss=0.1641, over 2468807.79 frames. utt_duration=1193 frames, utt_pad_proportion=0.07934, over 8289.66 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3464, pruned_loss=0.111, over 2473205.47 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06259, over 18332.96 utterances.], batch size: 75, lr: 1.40e-03
2022-08-20 14:02:25,429 INFO [train.py:927] (0/8) Epoch 1, batch 22600, giga_loss[loss=0.247, simple_loss=0.319, pruned_loss=0.08745, over 12449.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0293, over 80.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3505, pruned_loss=0.1139, over 2473096.82 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06133, over 17826.77 utterances.], libri_tot_loss[loss=0.3625, simple_loss=0.3992, pruned_loss=0.1632, over 2468777.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.0785, over 8239.24 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3454, pruned_loss=0.1094, over 2473616.36 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06171, over 18773.66 utterances.], batch size: 80, lr: 1.39e-03
2022-08-20 14:04:05,658 INFO [train.py:927] (0/8) Epoch 1, batch 22650, libri_loss[loss=0.3584, simple_loss=0.3961, pruned_loss=0.1604, over 12410.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.1349, over 66.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.349, pruned_loss=0.1133, over 2473514.02 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06035, over 17225.90 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.398, pruned_loss=0.1624, over 2468946.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.07732, over 8219.50 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3444, pruned_loss=0.1088, over 2473920.90 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06093, over 18301.13 utterances.], batch size: 66, lr: 1.39e-03
2022-08-20 14:05:47,549 INFO [train.py:927] (0/8) Epoch 1, batch 22700, libri_loss[loss=0.3503, simple_loss=0.3791, pruned_loss=0.1607, over 12373.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01509, over 41.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3492, pruned_loss=0.1139, over 2473796.53 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05774, over 16770.54 utterances.], libri_tot_loss[loss=0.3591, simple_loss=0.3964, pruned_loss=0.1613, over 2469198.75 frames. utt_duration=1194 frames, utt_pad_proportion=0.07947, over 8283.35 utterances.], giga_tot_loss[loss=0.2812, simple_loss=0.3445, pruned_loss=0.1089, over 2474121.00 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05716, over 18025.97 utterances.], batch size: 41, lr: 1.39e-03
2022-08-20 14:07:29,482 INFO [train.py:927] (0/8) Epoch 1, batch 22750, giga_loss[loss=0.2746, simple_loss=0.3444, pruned_loss=0.1024, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3508, pruned_loss=0.1141, over 2473858.33 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05891, over 16778.90 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3959, pruned_loss=0.1607, over 2468896.73 frames. utt_duration=1201 frames, utt_pad_proportion=0.07861, over 8233.06 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3468, pruned_loss=0.1098, over 2474468.81 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05862, over 17971.93 utterances.], batch size: 133, lr: 1.39e-03
2022-08-20 14:09:10,143 INFO [train.py:927] (0/8) Epoch 1, batch 22800, giga_loss[loss=0.2764, simple_loss=0.3368, pruned_loss=0.108, over 12372.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04916, over 31.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3519, pruned_loss=0.1144, over 2472994.17 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05881, over 16277.10 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3963, pruned_loss=0.1604, over 2468890.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.07715, over 8199.52 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3472, pruned_loss=0.1102, over 2473570.01 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05905, over 17449.57 utterances.], batch size: 31, lr: 1.39e-03
2022-08-20 14:10:51,902 INFO [train.py:927] (0/8) Epoch 1, batch 22850, giga_loss[loss=0.2998, simple_loss=0.3602, pruned_loss=0.1197, over 12431.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03763, over 133.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.352, pruned_loss=0.1147, over 2473408.06 frames. utt_duration=601.2 frames, utt_pad_proportion=0.06226, over 16499.00 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.396, pruned_loss=0.1606, over 2469058.66 frames. utt_duration=1195 frames, utt_pad_proportion=0.08021, over 8272.12 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3478, pruned_loss=0.1103, over 2473790.01 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06072, over 17515.62 utterances.], batch size: 133, lr: 1.39e-03
2022-08-20 14:12:30,924 INFO [train.py:927] (0/8) Epoch 1, batch 22900, giga_loss[loss=0.2463, simple_loss=0.3231, pruned_loss=0.0847, over 12460.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03074, over 75.00 utterances.], tot_loss[loss=0.2899, simple_loss=0.3511, pruned_loss=0.1143, over 2473071.54 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05984, over 16883.82 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3955, pruned_loss=0.1606, over 2468468.65 frames. utt_duration=1203 frames, utt_pad_proportion=0.07854, over 8220.48 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3471, pruned_loss=0.1096, over 2474034.32 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05928, over 17971.61 utterances.], batch size: 75, lr: 1.39e-03
2022-08-20 14:14:09,499 INFO [train.py:927] (0/8) Epoch 1, batch 22950, giga_loss[loss=0.263, simple_loss=0.3331, pruned_loss=0.09646, over 12462.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03411, over 98.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3505, pruned_loss=0.1125, over 2473274.33 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05904, over 16522.50 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3973, pruned_loss=0.1603, over 2468373.52 frames. utt_duration=1210 frames, utt_pad_proportion=0.0763, over 8170.79 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3437, pruned_loss=0.1072, over 2474324.49 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05936, over 17757.19 utterances.], batch size: 98, lr: 1.38e-03
2022-08-20 14:15:50,292 INFO [train.py:927] (0/8) Epoch 1, batch 23000, giga_loss[loss=0.3283, simple_loss=0.3785, pruned_loss=0.139, over 12398.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3501, pruned_loss=0.1115, over 2473813.46 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06278, over 17071.31 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3969, pruned_loss=0.16, over 2468544.14 frames. utt_duration=1214 frames, utt_pad_proportion=0.07489, over 8146.73 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.344, pruned_loss=0.1065, over 2474593.97 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0632, over 18259.36 utterances.], batch size: 258, lr: 1.38e-03
2022-08-20 14:17:30,830 INFO [train.py:927] (0/8) Epoch 1, batch 23050, giga_loss[loss=0.2319, simple_loss=0.3045, pruned_loss=0.07965, over 12314.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04775, over 26.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3497, pruned_loss=0.1125, over 2473321.43 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05891, over 16594.32 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3957, pruned_loss=0.1594, over 2468324.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.074, over 8117.45 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3445, pruned_loss=0.1075, over 2474309.83 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05967, over 17847.33 utterances.], batch size: 26, lr: 1.38e-03
2022-08-20 14:19:09,625 INFO [train.py:927] (0/8) Epoch 1, batch 23100, giga_loss[loss=0.2415, simple_loss=0.3131, pruned_loss=0.08501, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02893, over 66.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3479, pruned_loss=0.1129, over 2473677.46 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06152, over 17110.18 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3955, pruned_loss=0.1594, over 2468275.58 frames. utt_duration=1210 frames, utt_pad_proportion=0.07718, over 8171.41 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3434, pruned_loss=0.1084, over 2474577.24 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06068, over 18164.07 utterances.], batch size: 66, lr: 1.38e-03
2022-08-20 14:20:47,819 INFO [train.py:927] (0/8) Epoch 1, batch 23150, giga_loss[loss=0.276, simple_loss=0.3309, pruned_loss=0.1106, over 12171.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03577, over 39.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3473, pruned_loss=0.1139, over 2473543.94 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05977, over 17231.41 utterances.], libri_tot_loss[loss=0.3566, simple_loss=0.3952, pruned_loss=0.1592, over 2468434.24 frames. utt_duration=1209 frames, utt_pad_proportion=0.07489, over 8175.18 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3416, pruned_loss=0.1083, over 2474395.39 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05977, over 18496.24 utterances.], batch size: 39, lr: 1.38e-03
2022-08-20 14:22:31,011 INFO [train.py:927] (0/8) Epoch 1, batch 23200, giga_loss[loss=0.241, simple_loss=0.3086, pruned_loss=0.08666, over 12270.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3435, pruned_loss=0.1118, over 2473890.26 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06198, over 17680.27 utterances.], libri_tot_loss[loss=0.3565, simple_loss=0.3951, pruned_loss=0.1592, over 2468392.16 frames. utt_duration=1200 frames, utt_pad_proportion=0.07822, over 8241.48 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3387, pruned_loss=0.1069, over 2474647.18 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06045, over 18702.01 utterances.], batch size: 54, lr: 1.38e-03
2022-08-20 14:24:11,719 INFO [train.py:927] (0/8) Epoch 1, batch 23250, giga_loss[loss=0.2446, simple_loss=0.3243, pruned_loss=0.08243, over 12409.00 frames. utt_duration=710.5 frames, utt_pad_proportion=0.02544, over 70.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3426, pruned_loss=0.1124, over 2473480.31 frames. utt_duration=578 frames, utt_pad_proportion=0.0617, over 17163.03 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3981, pruned_loss=0.1623, over 2468173.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.08018, over 8280.24 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3349, pruned_loss=0.1048, over 2474412.04 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05951, over 18154.64 utterances.], batch size: 70, lr: 1.38e-03
2022-08-20 14:25:54,611 INFO [train.py:927] (0/8) Epoch 1, batch 23300, giga_loss[loss=0.2826, simple_loss=0.3419, pruned_loss=0.1116, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02485, over 45.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3435, pruned_loss=0.1129, over 2474043.31 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06414, over 17603.22 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3972, pruned_loss=0.1617, over 2468041.00 frames. utt_duration=1197 frames, utt_pad_proportion=0.07845, over 8259.05 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3367, pruned_loss=0.106, over 2475081.23 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06285, over 18680.28 utterances.], batch size: 45, lr: 1.37e-03
2022-08-20 14:27:33,729 INFO [train.py:927] (0/8) Epoch 1, batch 23350, giga_loss[loss=0.2585, simple_loss=0.3317, pruned_loss=0.09268, over 12251.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02912, over 54.00 utterances.], tot_loss[loss=0.288, simple_loss=0.3471, pruned_loss=0.1145, over 2473682.10 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06139, over 17638.72 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.3967, pruned_loss=0.1613, over 2468013.39 frames. utt_duration=1189 frames, utt_pad_proportion=0.08071, over 8312.66 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3409, pruned_loss=0.1082, over 2474672.07 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0593, over 18675.12 utterances.], batch size: 54, lr: 1.37e-03
2022-08-20 14:29:14,388 INFO [train.py:927] (0/8) Epoch 1, batch 23400, libri_loss[loss=0.3128, simple_loss=0.3574, pruned_loss=0.1341, over 12341.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005554, over 33.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3485, pruned_loss=0.1146, over 2474116.50 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06007, over 17342.03 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3948, pruned_loss=0.1598, over 2467905.40 frames. utt_duration=1198 frames, utt_pad_proportion=0.07837, over 8247.27 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3435, pruned_loss=0.1092, over 2475257.59 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05913, over 18577.83 utterances.], batch size: 33, lr: 1.37e-03
2022-08-20 14:31:00,286 INFO [train.py:927] (0/8) Epoch 1, batch 23450, libri_loss[loss=0.3314, simple_loss=0.4018, pruned_loss=0.1305, over 12391.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009107, over 30.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.3546, pruned_loss=0.1191, over 2473522.28 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06784, over 18222.21 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.3952, pruned_loss=0.1594, over 2468113.47 frames. utt_duration=1202 frames, utt_pad_proportion=0.07749, over 8226.64 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3496, pruned_loss=0.1146, over 2474317.87 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06695, over 19347.11 utterances.], batch size: 30, lr: 1.37e-03
2022-08-20 14:32:44,316 INFO [train.py:927] (0/8) Epoch 1, batch 23500, giga_loss[loss=0.3137, simple_loss=0.3731, pruned_loss=0.1272, over 12331.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04835, over 26.00 utterances.], tot_loss[loss=0.308, simple_loss=0.3641, pruned_loss=0.126, over 2473746.73 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06677, over 18668.85 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.3956, pruned_loss=0.1592, over 2467963.50 frames. utt_duration=1204 frames, utt_pad_proportion=0.07643, over 8206.29 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3592, pruned_loss=0.1219, over 2474613.07 frames. utt_duration=502.4 frames, utt_pad_proportion=0.0665, over 19760.23 utterances.], batch size: 26, lr: 1.37e-03
2022-08-20 14:34:30,170 INFO [train.py:927] (0/8) Epoch 1, batch 23550, giga_loss[loss=0.3714, simple_loss=0.4048, pruned_loss=0.169, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3741, pruned_loss=0.1364, over 2473923.09 frames. utt_duration=520.1 frames, utt_pad_proportion=0.07004, over 19082.16 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3958, pruned_loss=0.1604, over 2467793.47 frames. utt_duration=1191 frames, utt_pad_proportion=0.08058, over 8298.18 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3696, pruned_loss=0.1318, over 2474823.86 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06812, over 20000.77 utterances.], batch size: 133, lr: 1.37e-03
2022-08-20 14:36:15,335 INFO [train.py:927] (0/8) Epoch 1, batch 23600, giga_loss[loss=0.3482, simple_loss=0.4026, pruned_loss=0.1468, over 12326.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03511, over 62.00 utterances.], tot_loss[loss=0.3377, simple_loss=0.3841, pruned_loss=0.1456, over 2473574.40 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07738, over 20193.53 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3985, pruned_loss=0.1627, over 2468065.54 frames. utt_duration=1195 frames, utt_pad_proportion=0.07895, over 8269.57 utterances.], giga_tot_loss[loss=0.3281, simple_loss=0.3775, pruned_loss=0.1393, over 2474253.45 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0761, over 21385.47 utterances.], batch size: 62, lr: 1.37e-03
2022-08-20 14:38:02,673 INFO [train.py:927] (0/8) Epoch 1, batch 23650, giga_loss[loss=0.3285, simple_loss=0.3835, pruned_loss=0.1368, over 12403.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02545, over 91.00 utterances.], tot_loss[loss=0.3462, simple_loss=0.3906, pruned_loss=0.1509, over 2473251.58 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07691, over 20809.98 utterances.], libri_tot_loss[loss=0.3616, simple_loss=0.3991, pruned_loss=0.1622, over 2467744.94 frames. utt_duration=1197 frames, utt_pad_proportion=0.07822, over 8260.20 utterances.], giga_tot_loss[loss=0.3383, simple_loss=0.3847, pruned_loss=0.146, over 2474210.00 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0762, over 22056.85 utterances.], batch size: 91, lr: 1.36e-03
2022-08-20 14:39:52,311 INFO [train.py:927] (0/8) Epoch 1, batch 23700, giga_loss[loss=0.3663, simple_loss=0.4132, pruned_loss=0.1597, over 12341.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.0309, over 70.00 utterances.], tot_loss[loss=0.3504, simple_loss=0.3935, pruned_loss=0.1536, over 2473527.25 frames. utt_duration=466.4 frames, utt_pad_proportion=0.08045, over 21282.75 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3984, pruned_loss=0.1613, over 2467594.65 frames. utt_duration=1201 frames, utt_pad_proportion=0.0763, over 8226.78 utterances.], giga_tot_loss[loss=0.3448, simple_loss=0.3891, pruned_loss=0.1502, over 2474612.44 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08022, over 22708.01 utterances.], batch size: 70, lr: 1.36e-03
2022-08-20 14:41:39,748 INFO [train.py:927] (0/8) Epoch 1, batch 23750, giga_loss[loss=0.3456, simple_loss=0.3942, pruned_loss=0.1485, over 12422.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.02422, over 70.00 utterances.], tot_loss[loss=0.3509, simple_loss=0.3928, pruned_loss=0.1545, over 2473903.06 frames. utt_duration=460.7 frames, utt_pad_proportion=0.0845, over 21547.15 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3983, pruned_loss=0.1612, over 2467550.25 frames. utt_duration=1180 frames, utt_pad_proportion=0.08267, over 8373.26 utterances.], giga_tot_loss[loss=0.3464, simple_loss=0.3894, pruned_loss=0.1518, over 2474941.47 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08224, over 22859.55 utterances.], batch size: 70, lr: 1.36e-03
2022-08-20 14:43:24,763 INFO [train.py:927] (0/8) Epoch 1, batch 23800, giga_loss[loss=0.4016, simple_loss=0.4297, pruned_loss=0.1868, over 12400.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07756, over 213.00 utterances.], tot_loss[loss=0.3491, simple_loss=0.3926, pruned_loss=0.1528, over 2474042.33 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0803, over 21473.37 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3983, pruned_loss=0.1611, over 2467855.44 frames. utt_duration=1169 frames, utt_pad_proportion=0.08529, over 8452.67 utterances.], giga_tot_loss[loss=0.3454, simple_loss=0.3897, pruned_loss=0.1505, over 2474705.41 frames. utt_duration=438 frames, utt_pad_proportion=0.07774, over 22678.01 utterances.], batch size: 213, lr: 1.36e-03
2022-08-20 14:45:10,590 INFO [train.py:927] (0/8) Epoch 1, batch 23850, giga_loss[loss=0.2777, simple_loss=0.3468, pruned_loss=0.1043, over 12350.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03006, over 70.00 utterances.], tot_loss[loss=0.35, simple_loss=0.3939, pruned_loss=0.1531, over 2473822.06 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08229, over 21898.90 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3989, pruned_loss=0.1613, over 2467825.76 frames. utt_duration=1160 frames, utt_pad_proportion=0.08771, over 8523.60 utterances.], giga_tot_loss[loss=0.3464, simple_loss=0.3909, pruned_loss=0.1509, over 2474531.36 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07931, over 23115.16 utterances.], batch size: 70, lr: 1.36e-03
2022-08-20 14:47:01,135 INFO [train.py:927] (0/8) Epoch 1, batch 23900, giga_loss[loss=0.3267, simple_loss=0.3934, pruned_loss=0.13, over 12391.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03252, over 80.00 utterances.], tot_loss[loss=0.3468, simple_loss=0.3924, pruned_loss=0.1506, over 2473312.91 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07898, over 22478.20 utterances.], libri_tot_loss[loss=0.3599, simple_loss=0.3989, pruned_loss=0.1606, over 2467632.16 frames. utt_duration=1165 frames, utt_pad_proportion=0.08616, over 8480.94 utterances.], giga_tot_loss[loss=0.3442, simple_loss=0.3899, pruned_loss=0.1493, over 2474161.46 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07726, over 23776.17 utterances.], batch size: 80, lr: 1.36e-03
2022-08-20 14:48:45,032 INFO [train.py:927] (0/8) Epoch 1, batch 23950, giga_loss[loss=0.3098, simple_loss=0.3703, pruned_loss=0.1247, over 12440.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03058, over 80.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3899, pruned_loss=0.1466, over 2473742.79 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07493, over 22023.98 utterances.], libri_tot_loss[loss=0.3608, simple_loss=0.4006, pruned_loss=0.1606, over 2467792.11 frames. utt_duration=1165 frames, utt_pad_proportion=0.08518, over 8480.74 utterances.], giga_tot_loss[loss=0.3385, simple_loss=0.3863, pruned_loss=0.1453, over 2474345.27 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07401, over 23231.24 utterances.], batch size: 80, lr: 1.36e-03
2022-08-20 14:50:29,191 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-24000.pt
2022-08-20 14:50:33,253 INFO [train.py:927] (0/8) Epoch 1, batch 24000, libri_loss[loss=0.3533, simple_loss=0.4111, pruned_loss=0.1478, over 12461.00 frames. utt_duration=756.8 frames, utt_pad_proportion=0.14, over 66.00 utterances.], tot_loss[loss=0.3409, simple_loss=0.3892, pruned_loss=0.1464, over 2473946.26 frames. utt_duration=445 frames, utt_pad_proportion=0.07799, over 22308.45 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.4014, pruned_loss=0.1607, over 2467834.73 frames. utt_duration=1157 frames, utt_pad_proportion=0.08795, over 8545.64 utterances.], giga_tot_loss[loss=0.3376, simple_loss=0.3853, pruned_loss=0.145, over 2474548.02 frames. utt_duration=420.7 frames, utt_pad_proportion=0.0761, over 23608.77 utterances.], batch size: 66, lr: 1.35e-03
2022-08-20 14:50:33,258 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 14:50:43,959 INFO [train.py:967] (0/8) 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 14:52:38,944 INFO [train.py:927] (0/8) Epoch 1, batch 24050, giga_loss[loss=0.3027, simple_loss=0.3606, pruned_loss=0.1224, over 12441.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0392, over 40.00 utterances.], tot_loss[loss=0.3359, simple_loss=0.3853, pruned_loss=0.1433, over 2473564.48 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0822, over 22210.79 utterances.], libri_tot_loss[loss=0.3606, simple_loss=0.4012, pruned_loss=0.1602, over 2467876.78 frames. utt_duration=1160 frames, utt_pad_proportion=0.0871, over 8521.63 utterances.], giga_tot_loss[loss=0.3335, simple_loss=0.3822, pruned_loss=0.1424, over 2474076.96 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08072, over 23431.73 utterances.], batch size: 40, lr: 1.35e-03
2022-08-20 14:54:23,586 INFO [train.py:927] (0/8) Epoch 1, batch 24100, giga_loss[loss=0.3471, simple_loss=0.4001, pruned_loss=0.1471, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3835, pruned_loss=0.14, over 2473424.75 frames. utt_duration=466 frames, utt_pad_proportion=0.07689, over 21295.53 utterances.], libri_tot_loss[loss=0.3598, simple_loss=0.4005, pruned_loss=0.1597, over 2467606.90 frames. utt_duration=1164 frames, utt_pad_proportion=0.08537, over 8491.45 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3812, pruned_loss=0.1391, over 2474281.92 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07647, over 22736.39 utterances.], batch size: 133, lr: 1.35e-03
2022-08-20 14:56:07,841 INFO [train.py:927] (0/8) Epoch 1, batch 24150, libri_loss[loss=0.3461, simple_loss=0.3832, pruned_loss=0.1545, over 12408.00 frames. utt_duration=956.1 frames, utt_pad_proportion=0.07357, over 52.00 utterances.], tot_loss[loss=0.3323, simple_loss=0.3835, pruned_loss=0.1406, over 2473877.13 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07873, over 21443.96 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3995, pruned_loss=0.1592, over 2467837.02 frames. utt_duration=1168 frames, utt_pad_proportion=0.08423, over 8465.62 utterances.], giga_tot_loss[loss=0.331, simple_loss=0.3821, pruned_loss=0.1399, over 2474467.59 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0786, over 22904.08 utterances.], batch size: 52, lr: 1.35e-03
2022-08-20 14:57:50,292 INFO [train.py:927] (0/8) Epoch 1, batch 24200, libri_loss[loss=0.4203, simple_loss=0.468, pruned_loss=0.1863, over 12305.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007473, over 36.00 utterances.], tot_loss[loss=0.3383, simple_loss=0.3844, pruned_loss=0.1461, over 2474193.79 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08166, over 21360.71 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.4005, pruned_loss=0.1633, over 2468202.27 frames. utt_duration=1172 frames, utt_pad_proportion=0.08229, over 8433.01 utterances.], giga_tot_loss[loss=0.3321, simple_loss=0.3819, pruned_loss=0.1412, over 2474504.66 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08209, over 22929.29 utterances.], batch size: 36, lr: 1.35e-03
2022-08-20 14:59:32,047 INFO [train.py:927] (0/8) Epoch 1, batch 24250, giga_loss[loss=0.2899, simple_loss=0.3503, pruned_loss=0.1148, over 12352.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.03821, over 113.00 utterances.], tot_loss[loss=0.3354, simple_loss=0.3823, pruned_loss=0.1443, over 2474619.39 frames. utt_duration=474.9 frames, utt_pad_proportion=0.08079, over 20907.18 utterances.], libri_tot_loss[loss=0.3626, simple_loss=0.3998, pruned_loss=0.1628, over 2468328.59 frames. utt_duration=1176 frames, utt_pad_proportion=0.08048, over 8406.21 utterances.], giga_tot_loss[loss=0.3303, simple_loss=0.3803, pruned_loss=0.1402, over 2474934.43 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08185, over 22606.98 utterances.], batch size: 113, lr: 1.35e-03
2022-08-20 15:01:16,940 INFO [train.py:927] (0/8) Epoch 1, batch 24300, giga_loss[loss=0.2936, simple_loss=0.3659, pruned_loss=0.1107, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.3304, simple_loss=0.3799, pruned_loss=0.1404, over 2474461.29 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07812, over 20254.52 utterances.], libri_tot_loss[loss=0.3615, simple_loss=0.3989, pruned_loss=0.1622, over 2468333.57 frames. utt_duration=1179 frames, utt_pad_proportion=0.07924, over 8387.92 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.3786, pruned_loss=0.137, over 2474916.16 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07961, over 22024.91 utterances.], batch size: 75, lr: 1.35e-03
2022-08-20 15:03:03,583 INFO [train.py:927] (0/8) Epoch 1, batch 24350, giga_loss[loss=0.3124, simple_loss=0.3756, pruned_loss=0.1246, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3786, pruned_loss=0.1393, over 2474540.89 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08282, over 21162.91 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.3988, pruned_loss=0.1617, over 2468214.53 frames. utt_duration=1178 frames, utt_pad_proportion=0.07899, over 8389.10 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.3773, pruned_loss=0.1367, over 2475087.79 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08376, over 22735.39 utterances.], batch size: 182, lr: 1.35e-03
2022-08-20 15:04:45,163 INFO [train.py:927] (0/8) Epoch 1, batch 24400, giga_loss[loss=0.3633, simple_loss=0.4023, pruned_loss=0.1622, over 12440.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04447, over 134.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3767, pruned_loss=0.1371, over 2474355.21 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07604, over 20363.19 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3994, pruned_loss=0.1611, over 2468143.24 frames. utt_duration=1184 frames, utt_pad_proportion=0.07792, over 8347.57 utterances.], giga_tot_loss[loss=0.3226, simple_loss=0.3748, pruned_loss=0.1352, over 2474977.80 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0776, over 21871.74 utterances.], batch size: 134, lr: 1.34e-03
2022-08-20 15:06:28,312 INFO [train.py:927] (0/8) Epoch 1, batch 24450, giga_loss[loss=0.293, simple_loss=0.3464, pruned_loss=0.1197, over 12090.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04027, over 30.00 utterances.], tot_loss[loss=0.3239, simple_loss=0.3746, pruned_loss=0.1366, over 2474100.92 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0745, over 20152.27 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3979, pruned_loss=0.1598, over 2467982.71 frames. utt_duration=1190 frames, utt_pad_proportion=0.07597, over 8304.89 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3738, pruned_loss=0.1355, over 2474931.55 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07657, over 21794.46 utterances.], batch size: 30, lr: 1.34e-03
2022-08-20 15:08:12,532 INFO [train.py:927] (0/8) Epoch 1, batch 24500, giga_loss[loss=0.3251, simple_loss=0.3798, pruned_loss=0.1352, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0327, over 42.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3732, pruned_loss=0.1368, over 2473889.44 frames. utt_duration=484 frames, utt_pad_proportion=0.07506, over 20507.32 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3977, pruned_loss=0.1599, over 2468004.99 frames. utt_duration=1193 frames, utt_pad_proportion=0.07511, over 8287.42 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3724, pruned_loss=0.1355, over 2474608.36 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07695, over 21993.05 utterances.], batch size: 42, lr: 1.34e-03
2022-08-20 15:09:53,353 INFO [train.py:927] (0/8) Epoch 1, batch 24550, giga_loss[loss=0.2977, simple_loss=0.3657, pruned_loss=0.1149, over 12403.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02442, over 66.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3728, pruned_loss=0.1354, over 2474495.93 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07065, over 19478.25 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.3975, pruned_loss=0.1599, over 2468325.62 frames. utt_duration=1179 frames, utt_pad_proportion=0.07851, over 8384.44 utterances.], giga_tot_loss[loss=0.3199, simple_loss=0.3719, pruned_loss=0.1339, over 2474888.21 frames. utt_duration=478 frames, utt_pad_proportion=0.07107, over 20772.16 utterances.], batch size: 66, lr: 1.34e-03
2022-08-20 15:11:37,528 INFO [train.py:927] (0/8) Epoch 1, batch 24600, giga_loss[loss=0.3297, simple_loss=0.3802, pruned_loss=0.1396, over 12359.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04185, over 113.00 utterances.], tot_loss[loss=0.3204, simple_loss=0.3724, pruned_loss=0.1342, over 2474688.08 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07087, over 19693.89 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.3967, pruned_loss=0.1592, over 2468699.32 frames. utt_duration=1187 frames, utt_pad_proportion=0.07686, over 8330.73 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3716, pruned_loss=0.1329, over 2474818.83 frames. utt_duration=471 frames, utt_pad_proportion=0.07174, over 21082.68 utterances.], batch size: 113, lr: 1.34e-03
2022-08-20 15:13:23,860 INFO [train.py:927] (0/8) Epoch 1, batch 24650, giga_loss[loss=0.2916, simple_loss=0.3596, pruned_loss=0.1118, over 12339.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03339, over 97.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3742, pruned_loss=0.1365, over 2474579.16 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07074, over 20280.42 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.3968, pruned_loss=0.1595, over 2468840.92 frames. utt_duration=1185 frames, utt_pad_proportion=0.07643, over 8344.03 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3731, pruned_loss=0.1348, over 2474669.38 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07154, over 21581.77 utterances.], batch size: 97, lr: 1.34e-03
2022-08-20 15:15:04,396 INFO [train.py:927] (0/8) Epoch 1, batch 24700, giga_loss[loss=0.3221, simple_loss=0.3677, pruned_loss=0.1383, over 12347.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3758, pruned_loss=0.1395, over 2474562.40 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07365, over 21026.60 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3961, pruned_loss=0.1591, over 2468872.87 frames. utt_duration=1190 frames, utt_pad_proportion=0.07506, over 8311.85 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.375, pruned_loss=0.1381, over 2474699.99 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07458, over 22376.18 utterances.], batch size: 97, lr: 1.34e-03
2022-08-20 15:16:48,191 INFO [train.py:927] (0/8) Epoch 1, batch 24750, giga_loss[loss=0.4897, simple_loss=0.4721, pruned_loss=0.2536, over 12351.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1099, over 259.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.3783, pruned_loss=0.1405, over 2475123.40 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07224, over 21052.48 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3982, pruned_loss=0.1592, over 2468914.23 frames. utt_duration=1178 frames, utt_pad_proportion=0.07847, over 8391.66 utterances.], giga_tot_loss[loss=0.3267, simple_loss=0.3755, pruned_loss=0.139, over 2475305.41 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07197, over 22278.25 utterances.], batch size: 259, lr: 1.33e-03
2022-08-20 15:18:27,867 INFO [train.py:927] (0/8) Epoch 1, batch 24800, giga_loss[loss=0.2835, simple_loss=0.346, pruned_loss=0.1104, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03458, over 105.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.3754, pruned_loss=0.1374, over 2474848.43 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07131, over 20827.98 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.398, pruned_loss=0.1592, over 2469038.81 frames. utt_duration=1178 frames, utt_pad_proportion=0.07813, over 8392.75 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3729, pruned_loss=0.1358, over 2474989.67 frames. utt_duration=451 frames, utt_pad_proportion=0.07124, over 22024.02 utterances.], batch size: 105, lr: 1.33e-03
2022-08-20 15:20:11,412 INFO [train.py:927] (0/8) Epoch 1, batch 24850, giga_loss[loss=0.3262, simple_loss=0.374, pruned_loss=0.1392, over 12398.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02605, over 91.00 utterances.], tot_loss[loss=0.3256, simple_loss=0.3746, pruned_loss=0.1383, over 2474922.82 frames. utt_duration=487 frames, utt_pad_proportion=0.0687, over 20390.81 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3976, pruned_loss=0.1594, over 2468986.67 frames. utt_duration=1181 frames, utt_pad_proportion=0.07646, over 8370.15 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3723, pruned_loss=0.1361, over 2475268.90 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06926, over 21751.79 utterances.], batch size: 91, lr: 1.33e-03
2022-08-20 15:21:52,829 INFO [train.py:927] (0/8) Epoch 1, batch 24900, giga_loss[loss=0.3623, simple_loss=0.4113, pruned_loss=0.1566, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.3224, simple_loss=0.3715, pruned_loss=0.1366, over 2475095.28 frames. utt_duration=504.2 frames, utt_pad_proportion=0.0697, over 19694.87 utterances.], libri_tot_loss[loss=0.3567, simple_loss=0.3962, pruned_loss=0.1587, over 2468908.74 frames. utt_duration=1171 frames, utt_pad_proportion=0.07989, over 8444.34 utterances.], giga_tot_loss[loss=0.3197, simple_loss=0.3699, pruned_loss=0.1347, over 2475670.84 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06856, over 21154.17 utterances.], batch size: 75, lr: 1.33e-03
2022-08-20 15:23:38,590 INFO [train.py:927] (0/8) Epoch 1, batch 24950, giga_loss[loss=0.2849, simple_loss=0.369, pruned_loss=0.1003, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.0333, over 75.00 utterances.], tot_loss[loss=0.3242, simple_loss=0.374, pruned_loss=0.1371, over 2475615.25 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07231, over 20066.52 utterances.], libri_tot_loss[loss=0.3557, simple_loss=0.3954, pruned_loss=0.1581, over 2468989.48 frames. utt_duration=1175 frames, utt_pad_proportion=0.07904, over 8416.80 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.3732, pruned_loss=0.1359, over 2476088.67 frames. utt_duration=464.7 frames, utt_pad_proportion=0.0715, over 21380.80 utterances.], batch size: 75, lr: 1.33e-03
2022-08-20 15:25:18,629 INFO [train.py:927] (0/8) Epoch 1, batch 25000, giga_loss[loss=0.3793, simple_loss=0.4044, pruned_loss=0.1771, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3767, pruned_loss=0.137, over 2475228.10 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07124, over 20248.71 utterances.], libri_tot_loss[loss=0.3548, simple_loss=0.3949, pruned_loss=0.1575, over 2468921.73 frames. utt_duration=1183 frames, utt_pad_proportion=0.07741, over 8357.02 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.376, pruned_loss=0.136, over 2475838.03 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07118, over 21682.96 utterances.], batch size: 212, lr: 1.33e-03
2022-08-20 15:26:59,829 INFO [train.py:927] (0/8) Epoch 1, batch 25050, giga_loss[loss=0.3951, simple_loss=0.4101, pruned_loss=0.1901, over 12363.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2078, over 371.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3797, pruned_loss=0.1393, over 2475096.81 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07446, over 20535.28 utterances.], libri_tot_loss[loss=0.3551, simple_loss=0.3955, pruned_loss=0.1574, over 2468956.20 frames. utt_duration=1180 frames, utt_pad_proportion=0.07698, over 8382.37 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3781, pruned_loss=0.138, over 2475722.51 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07422, over 21983.51 utterances.], batch size: 371, lr: 1.33e-03
2022-08-20 15:28:44,491 INFO [train.py:927] (0/8) Epoch 1, batch 25100, giga_loss[loss=0.3466, simple_loss=0.3923, pruned_loss=0.1504, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04959, over 161.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.3784, pruned_loss=0.1393, over 2474215.63 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07152, over 19910.66 utterances.], libri_tot_loss[loss=0.3537, simple_loss=0.3943, pruned_loss=0.1567, over 2468559.97 frames. utt_duration=1178 frames, utt_pad_proportion=0.07795, over 8394.01 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.3776, pruned_loss=0.1381, over 2475334.20 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07111, over 21572.20 utterances.], batch size: 161, lr: 1.33e-03
2022-08-20 15:30:27,262 INFO [train.py:927] (0/8) Epoch 1, batch 25150, giga_loss[loss=0.2975, simple_loss=0.3534, pruned_loss=0.1207, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3739, pruned_loss=0.1364, over 2473499.65 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06861, over 19369.01 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.3934, pruned_loss=0.1561, over 2468618.61 frames. utt_duration=1181 frames, utt_pad_proportion=0.07652, over 8370.37 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3736, pruned_loss=0.1356, over 2474471.89 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06892, over 20968.31 utterances.], batch size: 42, lr: 1.32e-03
2022-08-20 15:32:13,691 INFO [train.py:927] (0/8) Epoch 1, batch 25200, giga_loss[loss=0.3389, simple_loss=0.378, pruned_loss=0.1499, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03119, over 80.00 utterances.], tot_loss[loss=0.3223, simple_loss=0.3731, pruned_loss=0.1358, over 2474081.10 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0655, over 19559.67 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.3926, pruned_loss=0.1555, over 2468750.97 frames. utt_duration=1188 frames, utt_pad_proportion=0.0752, over 8323.50 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3732, pruned_loss=0.1353, over 2474851.93 frames. utt_duration=470 frames, utt_pad_proportion=0.06636, over 21128.60 utterances.], batch size: 80, lr: 1.32e-03
2022-08-20 15:33:56,009 INFO [train.py:927] (0/8) Epoch 1, batch 25250, giga_loss[loss=0.317, simple_loss=0.3638, pruned_loss=0.1351, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02498, over 48.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3719, pruned_loss=0.136, over 2474547.55 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06191, over 19151.93 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3908, pruned_loss=0.1543, over 2468523.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07328, over 8252.68 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3729, pruned_loss=0.136, over 2475556.47 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06345, over 20871.76 utterances.], batch size: 48, lr: 1.32e-03
2022-08-20 15:35:41,107 INFO [train.py:927] (0/8) Epoch 1, batch 25300, giga_loss[loss=0.3007, simple_loss=0.3699, pruned_loss=0.1158, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3747, pruned_loss=0.1376, over 2474583.22 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06818, over 19722.25 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.3931, pruned_loss=0.1558, over 2468741.94 frames. utt_duration=1184 frames, utt_pad_proportion=0.0775, over 8352.43 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3728, pruned_loss=0.1357, over 2475375.04 frames. utt_duration=466.4 frames, utt_pad_proportion=0.06729, over 21298.38 utterances.], batch size: 97, lr: 1.32e-03
2022-08-20 15:37:25,192 INFO [train.py:927] (0/8) Epoch 1, batch 25350, giga_loss[loss=0.3363, simple_loss=0.3845, pruned_loss=0.144, over 12442.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04117, over 146.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3764, pruned_loss=0.139, over 2474938.01 frames. utt_duration=491.4 frames, utt_pad_proportion=0.071, over 20206.44 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.3927, pruned_loss=0.1556, over 2468580.75 frames. utt_duration=1186 frames, utt_pad_proportion=0.07635, over 8339.52 utterances.], giga_tot_loss[loss=0.3249, simple_loss=0.3749, pruned_loss=0.1375, over 2475803.81 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07048, over 21680.66 utterances.], batch size: 146, lr: 1.32e-03
2022-08-20 15:39:09,387 INFO [train.py:927] (0/8) Epoch 1, batch 25400, giga_loss[loss=0.2931, simple_loss=0.3678, pruned_loss=0.1093, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3748, pruned_loss=0.1359, over 2474936.93 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07006, over 19656.25 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3909, pruned_loss=0.1542, over 2468183.48 frames. utt_duration=1190 frames, utt_pad_proportion=0.07523, over 8304.10 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3748, pruned_loss=0.1354, over 2476177.09 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07002, over 21248.00 utterances.], batch size: 86, lr: 1.32e-03
2022-08-20 15:40:53,786 INFO [train.py:927] (0/8) Epoch 1, batch 25450, giga_loss[loss=0.3082, simple_loss=0.3801, pruned_loss=0.1181, over 12356.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.3227, simple_loss=0.376, pruned_loss=0.1347, over 2474994.98 frames. utt_duration=500.6 frames, utt_pad_proportion=0.0685, over 19833.11 utterances.], libri_tot_loss[loss=0.3495, simple_loss=0.3908, pruned_loss=0.1542, over 2468195.56 frames. utt_duration=1190 frames, utt_pad_proportion=0.07493, over 8303.58 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3761, pruned_loss=0.1342, over 2475984.23 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06867, over 21131.38 utterances.], batch size: 62, lr: 1.32e-03
2022-08-20 15:42:38,698 INFO [train.py:927] (0/8) Epoch 1, batch 25500, giga_loss[loss=0.3143, simple_loss=0.372, pruned_loss=0.1283, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02919, over 48.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3819, pruned_loss=0.1401, over 2475077.33 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06947, over 20354.53 utterances.], libri_tot_loss[loss=0.351, simple_loss=0.3925, pruned_loss=0.1548, over 2468278.04 frames. utt_duration=1192 frames, utt_pad_proportion=0.07435, over 8290.58 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3801, pruned_loss=0.139, over 2475847.02 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06973, over 21497.41 utterances.], batch size: 48, lr: 1.32e-03
2022-08-20 15:44:23,219 INFO [train.py:927] (0/8) Epoch 1, batch 25550, libri_loss[loss=0.4132, simple_loss=0.4445, pruned_loss=0.1909, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006478, over 36.00 utterances.], tot_loss[loss=0.332, simple_loss=0.3827, pruned_loss=0.1407, over 2474871.56 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06928, over 20090.83 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.3935, pruned_loss=0.1554, over 2468493.36 frames. utt_duration=1196 frames, utt_pad_proportion=0.07322, over 8266.98 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3801, pruned_loss=0.1389, over 2475378.10 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06988, over 21242.44 utterances.], batch size: 36, lr: 1.31e-03
2022-08-20 15:46:08,056 INFO [train.py:927] (0/8) Epoch 1, batch 25600, libri_loss[loss=0.3088, simple_loss=0.3634, pruned_loss=0.1272, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0148, over 40.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3811, pruned_loss=0.1381, over 2473299.38 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06958, over 19709.73 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.3924, pruned_loss=0.1545, over 2468562.98 frames. utt_duration=1200 frames, utt_pad_proportion=0.07162, over 8240.32 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.3798, pruned_loss=0.1371, over 2473797.72 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07061, over 20965.05 utterances.], batch size: 40, lr: 1.31e-03
2022-08-20 15:47:53,083 INFO [train.py:927] (0/8) Epoch 1, batch 25650, giga_loss[loss=0.2967, simple_loss=0.3577, pruned_loss=0.1179, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.3283, simple_loss=0.3807, pruned_loss=0.1379, over 2473840.50 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06869, over 20232.81 utterances.], libri_tot_loss[loss=0.3499, simple_loss=0.3918, pruned_loss=0.1541, over 2468328.12 frames. utt_duration=1204 frames, utt_pad_proportion=0.07092, over 8208.90 utterances.], giga_tot_loss[loss=0.3273, simple_loss=0.3801, pruned_loss=0.1373, over 2474512.09 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06973, over 21405.99 utterances.], batch size: 45, lr: 1.31e-03
2022-08-20 15:49:41,507 INFO [train.py:927] (0/8) Epoch 1, batch 25700, giga_loss[loss=0.3051, simple_loss=0.3628, pruned_loss=0.1237, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03405, over 104.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3795, pruned_loss=0.138, over 2474235.55 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07757, over 21749.87 utterances.], libri_tot_loss[loss=0.3499, simple_loss=0.3918, pruned_loss=0.1541, over 2468328.12 frames. utt_duration=1204 frames, utt_pad_proportion=0.07092, over 8208.90 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.379, pruned_loss=0.1375, over 2474758.25 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07798, over 22662.97 utterances.], batch size: 104, lr: 1.31e-03
2022-08-20 15:51:30,959 INFO [train.py:927] (0/8) Epoch 1, batch 25750, giga_loss[loss=0.2521, simple_loss=0.3268, pruned_loss=0.08869, over 12226.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03126, over 39.00 utterances.], tot_loss[loss=0.3243, simple_loss=0.3765, pruned_loss=0.136, over 2474431.02 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07799, over 21568.97 utterances.], libri_tot_loss[loss=0.3502, simple_loss=0.3921, pruned_loss=0.1542, over 2468234.34 frames. utt_duration=1205 frames, utt_pad_proportion=0.07042, over 8203.85 utterances.], giga_tot_loss[loss=0.3233, simple_loss=0.3757, pruned_loss=0.1354, over 2474972.73 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07848, over 22407.63 utterances.], batch size: 39, lr: 1.31e-03
2022-08-20 15:53:13,413 INFO [train.py:927] (0/8) Epoch 1, batch 25800, giga_loss[loss=0.3039, simple_loss=0.3573, pruned_loss=0.1252, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.326, simple_loss=0.3775, pruned_loss=0.1372, over 2473853.94 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08082, over 21586.65 utterances.], libri_tot_loss[loss=0.3511, simple_loss=0.3934, pruned_loss=0.1544, over 2468152.05 frames. utt_duration=1206 frames, utt_pad_proportion=0.06938, over 8198.00 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3752, pruned_loss=0.1361, over 2474497.23 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08154, over 22577.18 utterances.], batch size: 62, lr: 1.31e-03
2022-08-20 15:54:54,088 INFO [train.py:927] (0/8) Epoch 1, batch 25850, giga_loss[loss=0.2847, simple_loss=0.3507, pruned_loss=0.1094, over 12409.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3738, pruned_loss=0.1337, over 2474149.27 frames. utt_duration=440 frames, utt_pad_proportion=0.08041, over 22568.33 utterances.], libri_tot_loss[loss=0.3513, simple_loss=0.3937, pruned_loss=0.1546, over 2468301.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.06895, over 8197.99 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3717, pruned_loss=0.1326, over 2474573.02 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08113, over 23466.20 utterances.], batch size: 133, lr: 1.31e-03
2022-08-20 15:56:45,460 INFO [train.py:927] (0/8) Epoch 1, batch 25900, giga_loss[loss=0.2996, simple_loss=0.3504, pruned_loss=0.1244, over 12436.00 frames. utt_duration=409 frames, utt_pad_proportion=0.03084, over 122.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.3697, pruned_loss=0.1309, over 2474659.09 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0807, over 22742.24 utterances.], libri_tot_loss[loss=0.3513, simple_loss=0.3937, pruned_loss=0.1546, over 2468301.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.06895, over 8197.99 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3681, pruned_loss=0.1299, over 2474988.90 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08125, over 23441.06 utterances.], batch size: 122, lr: 1.31e-03
2022-08-20 15:58:28,387 INFO [train.py:927] (0/8) Epoch 1, batch 25950, giga_loss[loss=0.3486, simple_loss=0.3973, pruned_loss=0.15, over 12419.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04963, over 161.00 utterances.], tot_loss[loss=0.3137, simple_loss=0.3678, pruned_loss=0.1298, over 2474424.41 frames. utt_duration=448 frames, utt_pad_proportion=0.07603, over 22167.28 utterances.], libri_tot_loss[loss=0.3507, simple_loss=0.3937, pruned_loss=0.1539, over 2468203.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.06772, over 8173.62 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3657, pruned_loss=0.1289, over 2475000.53 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07712, over 23229.79 utterances.], batch size: 161, lr: 1.30e-03
2022-08-20 16:00:09,857 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-26000.pt
2022-08-20 16:00:17,650 INFO [train.py:927] (0/8) Epoch 1, batch 26000, giga_loss[loss=0.3086, simple_loss=0.3653, pruned_loss=0.126, over 12446.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3676, pruned_loss=0.1292, over 2474172.44 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07073, over 21103.53 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3926, pruned_loss=0.1534, over 2467715.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.0663, over 8121.06 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3662, pruned_loss=0.1283, over 2475280.52 frames. utt_duration=444 frames, utt_pad_proportion=0.07239, over 22374.56 utterances.], batch size: 134, lr: 1.30e-03
2022-08-20 16:01:58,838 INFO [train.py:927] (0/8) Epoch 1, batch 26050, giga_loss[loss=0.2878, simple_loss=0.3484, pruned_loss=0.1136, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02844, over 66.00 utterances.], tot_loss[loss=0.316, simple_loss=0.3688, pruned_loss=0.1316, over 2474949.02 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07602, over 22275.24 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.3924, pruned_loss=0.1537, over 2467928.93 frames. utt_duration=1217 frames, utt_pad_proportion=0.06543, over 8118.97 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3673, pruned_loss=0.1301, over 2475790.78 frames. utt_duration=421 frames, utt_pad_proportion=0.0774, over 23606.64 utterances.], batch size: 66, lr: 1.30e-03
2022-08-20 16:03:41,422 INFO [train.py:927] (0/8) Epoch 1, batch 26100, giga_loss[loss=0.3626, simple_loss=0.4006, pruned_loss=0.1623, over 12480.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03522, over 43.00 utterances.], tot_loss[loss=0.3163, simple_loss=0.3689, pruned_loss=0.1318, over 2475255.06 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07332, over 21342.70 utterances.], libri_tot_loss[loss=0.348, simple_loss=0.3906, pruned_loss=0.1527, over 2468211.25 frames. utt_duration=1216 frames, utt_pad_proportion=0.06751, over 8128.08 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3684, pruned_loss=0.1307, over 2475944.98 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07406, over 22894.17 utterances.], batch size: 43, lr: 1.30e-03
2022-08-20 16:05:25,927 INFO [train.py:927] (0/8) Epoch 1, batch 26150, giga_loss[loss=0.2765, simple_loss=0.3537, pruned_loss=0.09963, over 12289.00 frames. utt_duration=849 frames, utt_pad_proportion=0.03525, over 58.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3723, pruned_loss=0.1344, over 2474904.86 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07203, over 21152.32 utterances.], libri_tot_loss[loss=0.3483, simple_loss=0.3906, pruned_loss=0.153, over 2468362.93 frames. utt_duration=1217 frames, utt_pad_proportion=0.06694, over 8121.62 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3716, pruned_loss=0.1329, over 2475435.57 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0729, over 22612.27 utterances.], batch size: 58, lr: 1.30e-03
2022-08-20 16:07:17,468 INFO [train.py:927] (0/8) Epoch 1, batch 26200, giga_loss[loss=0.3214, simple_loss=0.381, pruned_loss=0.1308, over 12390.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02386, over 66.00 utterances.], tot_loss[loss=0.3212, simple_loss=0.3736, pruned_loss=0.1344, over 2474769.23 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0677, over 20483.57 utterances.], libri_tot_loss[loss=0.3488, simple_loss=0.3913, pruned_loss=0.1532, over 2468409.11 frames. utt_duration=1214 frames, utt_pad_proportion=0.06744, over 8146.01 utterances.], giga_tot_loss[loss=0.3191, simple_loss=0.3724, pruned_loss=0.1329, over 2475172.82 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0685, over 21659.53 utterances.], batch size: 66, lr: 1.30e-03
2022-08-20 16:09:05,313 INFO [train.py:927] (0/8) Epoch 1, batch 26250, giga_loss[loss=0.3484, simple_loss=0.3894, pruned_loss=0.1536, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.3221, simple_loss=0.3751, pruned_loss=0.1346, over 2474621.93 frames. utt_duration=460 frames, utt_pad_proportion=0.07656, over 21584.14 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.3927, pruned_loss=0.1535, over 2468514.95 frames. utt_duration=1203 frames, utt_pad_proportion=0.07081, over 8220.41 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.3727, pruned_loss=0.1329, over 2474936.93 frames. utt_duration=439 frames, utt_pad_proportion=0.07572, over 22623.18 utterances.], batch size: 146, lr: 1.30e-03
2022-08-20 16:10:51,521 INFO [train.py:927] (0/8) Epoch 1, batch 26300, giga_loss[loss=0.2937, simple_loss=0.3595, pruned_loss=0.1139, over 12433.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03742, over 133.00 utterances.], tot_loss[loss=0.3222, simple_loss=0.374, pruned_loss=0.1352, over 2474245.43 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07769, over 22057.09 utterances.], libri_tot_loss[loss=0.3503, simple_loss=0.3928, pruned_loss=0.1539, over 2468267.77 frames. utt_duration=1203 frames, utt_pad_proportion=0.07027, over 8214.14 utterances.], giga_tot_loss[loss=0.3191, simple_loss=0.3717, pruned_loss=0.1333, over 2474802.01 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07719, over 23068.90 utterances.], batch size: 133, lr: 1.30e-03
2022-08-20 16:12:37,955 INFO [train.py:927] (0/8) Epoch 1, batch 26350, giga_loss[loss=0.2822, simple_loss=0.3479, pruned_loss=0.1083, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0336, over 43.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3716, pruned_loss=0.1334, over 2474399.23 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07422, over 21340.54 utterances.], libri_tot_loss[loss=0.3494, simple_loss=0.3922, pruned_loss=0.1534, over 2468121.41 frames. utt_duration=1208 frames, utt_pad_proportion=0.06925, over 8185.08 utterances.], giga_tot_loss[loss=0.317, simple_loss=0.37, pruned_loss=0.132, over 2475063.93 frames. utt_duration=443.4 frames, utt_pad_proportion=0.0743, over 22401.62 utterances.], batch size: 43, lr: 1.30e-03
2022-08-20 16:14:19,041 INFO [train.py:927] (0/8) Epoch 1, batch 26400, giga_loss[loss=0.3611, simple_loss=0.3927, pruned_loss=0.1647, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.3698, pruned_loss=0.1329, over 2474545.67 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06904, over 20282.22 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.3905, pruned_loss=0.1523, over 2467763.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06726, over 8124.26 utterances.], giga_tot_loss[loss=0.3164, simple_loss=0.3692, pruned_loss=0.1319, over 2475627.75 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07011, over 21694.34 utterances.], batch size: 123, lr: 1.29e-03
2022-08-20 16:16:01,405 INFO [train.py:927] (0/8) Epoch 1, batch 26450, giga_loss[loss=0.323, simple_loss=0.3752, pruned_loss=0.1354, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03016, over 70.00 utterances.], tot_loss[loss=0.3203, simple_loss=0.3715, pruned_loss=0.1345, over 2473847.43 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07139, over 20349.28 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.3909, pruned_loss=0.1523, over 2467641.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.06623, over 8099.95 utterances.], giga_tot_loss[loss=0.3186, simple_loss=0.3703, pruned_loss=0.1335, over 2474940.98 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07249, over 21713.20 utterances.], batch size: 70, lr: 1.29e-03
2022-08-20 16:17:45,359 INFO [train.py:927] (0/8) Epoch 1, batch 26500, giga_loss[loss=0.3334, simple_loss=0.374, pruned_loss=0.1464, over 12441.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03805, over 123.00 utterances.], tot_loss[loss=0.3246, simple_loss=0.3738, pruned_loss=0.1377, over 2474796.36 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07273, over 21005.02 utterances.], libri_tot_loss[loss=0.3478, simple_loss=0.3908, pruned_loss=0.1525, over 2467696.07 frames. utt_duration=1216 frames, utt_pad_proportion=0.06676, over 8124.45 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.3728, pruned_loss=0.1366, over 2475633.52 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07335, over 22101.28 utterances.], batch size: 123, lr: 1.29e-03
2022-08-20 16:19:28,136 INFO [train.py:927] (0/8) Epoch 1, batch 26550, giga_loss[loss=0.27, simple_loss=0.3449, pruned_loss=0.0976, over 12347.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03087, over 51.00 utterances.], tot_loss[loss=0.3329, simple_loss=0.3789, pruned_loss=0.1434, over 2475049.10 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0728, over 21293.70 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.3928, pruned_loss=0.1555, over 2468012.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.06883, over 8222.23 utterances.], giga_tot_loss[loss=0.3275, simple_loss=0.3759, pruned_loss=0.1396, over 2475558.90 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07261, over 22309.88 utterances.], batch size: 51, lr: 1.29e-03
2022-08-20 16:21:11,723 INFO [train.py:927] (0/8) Epoch 1, batch 26600, giga_loss[loss=0.3304, simple_loss=0.3873, pruned_loss=0.1367, over 12427.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03282, over 75.00 utterances.], tot_loss[loss=0.3352, simple_loss=0.3837, pruned_loss=0.1434, over 2475790.55 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07531, over 21067.94 utterances.], libri_tot_loss[loss=0.3576, simple_loss=0.3991, pruned_loss=0.1581, over 2468104.91 frames. utt_duration=1177 frames, utt_pad_proportion=0.07667, over 8398.29 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.3752, pruned_loss=0.1376, over 2476210.38 frames. utt_duration=454 frames, utt_pad_proportion=0.0722, over 21885.86 utterances.], batch size: 75, lr: 1.29e-03
2022-08-20 16:21:41,517 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-20 16:21:43,204 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-1.pt
2022-08-20 16:24:05,113 INFO [train.py:927] (0/8) Epoch 2, batch 50, giga_loss[loss=0.2633, simple_loss=0.3447, pruned_loss=0.09096, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3668, pruned_loss=0.1132, over 547811.37 frames. utt_duration=588.8 frames, utt_pad_proportion=0.0501, over 3731.18 utterances.], libri_tot_loss[loss=0.3233, simple_loss=0.3937, pruned_loss=0.1264, over 48917.34 frames. utt_duration=1291 frames, utt_pad_proportion=0.01972, over 151.79 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3648, pruned_loss=0.1122, over 509002.51 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05132, over 3637.87 utterances.], batch size: 58, lr: 1.28e-03
2022-08-20 16:25:48,755 INFO [train.py:927] (0/8) Epoch 2, batch 100, giga_loss[loss=0.2507, simple_loss=0.3185, pruned_loss=0.09144, over 12374.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3464, pruned_loss=0.1044, over 975366.92 frames. utt_duration=574.9 frames, utt_pad_proportion=0.04761, over 6803.78 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3606, pruned_loss=0.1106, over 132681.91 frames. utt_duration=1349 frames, utt_pad_proportion=0.01745, over 393.91 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3454, pruned_loss=0.104, over 890420.14 frames. utt_duration=536 frames, utt_pad_proportion=0.04918, over 6664.08 utterances.], batch size: 133, lr: 1.28e-03
2022-08-20 16:27:33,854 INFO [train.py:927] (0/8) Epoch 2, batch 150, giga_loss[loss=0.2358, simple_loss=0.3015, pruned_loss=0.08507, over 12408.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3257, pruned_loss=0.09437, over 1307434.52 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05704, over 9302.72 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.3527, pruned_loss=0.1078, over 167439.35 frames. utt_duration=1370 frames, utt_pad_proportion=0.01546, over 489.57 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3241, pruned_loss=0.09351, over 1222827.75 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05859, over 9222.00 utterances.], batch size: 183, lr: 1.28e-03
2022-08-20 16:29:13,600 INFO [train.py:927] (0/8) Epoch 2, batch 200, giga_loss[loss=0.2146, simple_loss=0.2843, pruned_loss=0.07248, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05037, over 162.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3132, pruned_loss=0.08839, over 1565329.44 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06502, over 11727.50 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3491, pruned_loss=0.107, over 235399.84 frames. utt_duration=1393 frames, utt_pad_proportion=0.01329, over 676.52 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3104, pruned_loss=0.08684, over 1470053.07 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06686, over 11763.32 utterances.], batch size: 162, lr: 1.28e-03
2022-08-20 16:30:51,968 INFO [train.py:927] (0/8) Epoch 2, batch 250, giga_loss[loss=0.2306, simple_loss=0.292, pruned_loss=0.08465, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04748, over 34.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3068, pruned_loss=0.08506, over 1765819.37 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06169, over 12513.88 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3505, pruned_loss=0.107, over 301243.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.05141, over 935.31 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3027, pruned_loss=0.08296, over 1668271.15 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06168, over 12624.93 utterances.], batch size: 34, lr: 1.28e-03
2022-08-20 16:32:29,876 INFO [train.py:927] (0/8) Epoch 2, batch 300, giga_loss[loss=0.1921, simple_loss=0.2605, pruned_loss=0.06188, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03373, over 31.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3063, pruned_loss=0.08514, over 1922750.05 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06405, over 13990.03 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3676, pruned_loss=0.1156, over 354849.41 frames. utt_duration=1316 frames, utt_pad_proportion=0.04493, over 1079.49 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.2989, pruned_loss=0.08126, over 1831081.13 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06459, over 14238.02 utterances.], batch size: 31, lr: 1.28e-03
2022-08-20 16:34:10,009 INFO [train.py:927] (0/8) Epoch 2, batch 350, giga_loss[loss=0.1993, simple_loss=0.2742, pruned_loss=0.06219, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02693, over 42.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3033, pruned_loss=0.08381, over 2044332.53 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06262, over 14833.47 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3649, pruned_loss=0.1151, over 427740.66 frames. utt_duration=1333 frames, utt_pad_proportion=0.03802, over 1285.44 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.2957, pruned_loss=0.07971, over 1955276.50 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06383, over 15267.51 utterances.], batch size: 42, lr: 1.28e-03
2022-08-20 16:35:53,124 INFO [train.py:927] (0/8) Epoch 2, batch 400, giga_loss[loss=0.2092, simple_loss=0.2781, pruned_loss=0.07015, over 12383.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.298, pruned_loss=0.08055, over 2139621.54 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06327, over 15908.20 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3616, pruned_loss=0.1131, over 488157.25 frames. utt_duration=1339 frames, utt_pad_proportion=0.03572, over 1459.54 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.2906, pruned_loss=0.07671, over 2058152.78 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06462, over 16477.88 utterances.], batch size: 113, lr: 1.28e-03
2022-08-20 16:37:34,054 INFO [train.py:927] (0/8) Epoch 2, batch 450, libri_loss[loss=0.3265, simple_loss=0.4057, pruned_loss=0.1236, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04406, over 27.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.2964, pruned_loss=0.07806, over 2214126.48 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06435, over 16062.43 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3754, pruned_loss=0.1138, over 547139.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.054, over 1709.27 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2852, pruned_loss=0.07375, over 2140740.59 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06405, over 16692.07 utterances.], batch size: 27, lr: 1.28e-03
2022-08-20 16:39:13,183 INFO [train.py:927] (0/8) Epoch 2, batch 500, libri_loss[loss=0.2926, simple_loss=0.3647, pruned_loss=0.1102, over 12294.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.06614, over 51.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3011, pruned_loss=0.08092, over 2271739.83 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06032, over 15726.00 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.377, pruned_loss=0.1139, over 603686.62 frames. utt_duration=1275 frames, utt_pad_proportion=0.05058, over 1895.88 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2898, pruned_loss=0.07657, over 2207180.95 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06068, over 16442.84 utterances.], batch size: 51, lr: 1.27e-03
2022-08-20 16:40:51,764 INFO [train.py:927] (0/8) Epoch 2, batch 550, giga_loss[loss=0.3095, simple_loss=0.3797, pruned_loss=0.1197, over 12386.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3165, pruned_loss=0.09042, over 2315914.41 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06179, over 16150.53 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3725, pruned_loss=0.1123, over 676768.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.04883, over 2127.69 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3065, pruned_loss=0.08653, over 2257537.32 frames. utt_duration=532 frames, utt_pad_proportion=0.06243, over 17022.40 utterances.], batch size: 113, lr: 1.27e-03
2022-08-20 16:42:33,295 INFO [train.py:927] (0/8) Epoch 2, batch 600, giga_loss[loss=0.2399, simple_loss=0.3207, pruned_loss=0.07958, over 12376.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3253, pruned_loss=0.09471, over 2350302.98 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06344, over 16841.37 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3707, pruned_loss=0.1118, over 694373.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.04814, over 2178.24 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3178, pruned_loss=0.09173, over 2303435.19 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06398, over 17603.03 utterances.], batch size: 70, lr: 1.27e-03
2022-08-20 16:44:15,563 INFO [train.py:927] (0/8) Epoch 2, batch 650, giga_loss[loss=0.2587, simple_loss=0.3332, pruned_loss=0.09205, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02798, over 54.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3292, pruned_loss=0.09623, over 2376896.46 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0707, over 17931.21 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3704, pruned_loss=0.1116, over 703053.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.04746, over 2202.35 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3233, pruned_loss=0.09396, over 2339944.73 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07098, over 18575.45 utterances.], batch size: 54, lr: 1.27e-03
2022-08-20 16:45:56,785 INFO [train.py:927] (0/8) Epoch 2, batch 700, giga_loss[loss=0.2805, simple_loss=0.3459, pruned_loss=0.1075, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3352, pruned_loss=0.09972, over 2397646.84 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06761, over 17633.61 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.371, pruned_loss=0.1114, over 797167.87 frames. utt_duration=1296 frames, utt_pad_proportion=0.04254, over 2463.75 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3283, pruned_loss=0.09732, over 2363818.48 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06904, over 18730.23 utterances.], batch size: 105, lr: 1.27e-03
2022-08-20 16:47:36,571 INFO [train.py:927] (0/8) Epoch 2, batch 750, giga_loss[loss=0.291, simple_loss=0.3636, pruned_loss=0.1092, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.037, over 40.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3391, pruned_loss=0.102, over 2414173.14 frames. utt_duration=545.1 frames, utt_pad_proportion=0.07172, over 17762.65 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.368, pruned_loss=0.1099, over 854733.86 frames. utt_duration=1306 frames, utt_pad_proportion=0.03983, over 2619.95 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3336, pruned_loss=0.1003, over 2385024.67 frames. utt_duration=503.7 frames, utt_pad_proportion=0.0733, over 18995.12 utterances.], batch size: 40, lr: 1.27e-03
2022-08-20 16:49:18,130 INFO [train.py:927] (0/8) Epoch 2, batch 800, giga_loss[loss=0.265, simple_loss=0.3448, pruned_loss=0.09263, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02778, over 48.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3431, pruned_loss=0.1041, over 2427409.98 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07457, over 18531.67 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3673, pruned_loss=0.1102, over 894457.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04091, over 2773.11 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3384, pruned_loss=0.1025, over 2403263.43 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07575, over 19703.28 utterances.], batch size: 48, lr: 1.27e-03
2022-08-20 16:50:58,016 INFO [train.py:927] (0/8) Epoch 2, batch 850, giga_loss[loss=0.2242, simple_loss=0.3195, pruned_loss=0.06443, over 12434.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03029, over 55.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.343, pruned_loss=0.1021, over 2437890.66 frames. utt_duration=553.1 frames, utt_pad_proportion=0.07374, over 17677.06 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.367, pruned_loss=0.1105, over 933605.89 frames. utt_duration=1296 frames, utt_pad_proportion=0.03902, over 2883.80 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3388, pruned_loss=0.1005, over 2417659.24 frames. utt_duration=514.5 frames, utt_pad_proportion=0.0753, over 18852.38 utterances.], batch size: 55, lr: 1.27e-03
2022-08-20 16:52:38,812 INFO [train.py:927] (0/8) Epoch 2, batch 900, giga_loss[loss=0.2971, simple_loss=0.3583, pruned_loss=0.1179, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3441, pruned_loss=0.101, over 2445538.17 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06811, over 17051.95 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3694, pruned_loss=0.1104, over 964236.67 frames. utt_duration=1307 frames, utt_pad_proportion=0.03761, over 2954.61 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3394, pruned_loss=0.0996, over 2428859.96 frames. utt_duration=536 frames, utt_pad_proportion=0.07012, over 18177.88 utterances.], batch size: 80, lr: 1.27e-03
2022-08-20 16:54:19,554 INFO [train.py:927] (0/8) Epoch 2, batch 950, giga_loss[loss=0.3094, simple_loss=0.3587, pruned_loss=0.1301, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3473, pruned_loss=0.1056, over 2451119.54 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06725, over 17011.70 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3699, pruned_loss=0.1115, over 994192.23 frames. utt_duration=1315 frames, utt_pad_proportion=0.03629, over 3027.00 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3429, pruned_loss=0.104, over 2437418.09 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06929, over 18100.27 utterances.], batch size: 91, lr: 1.26e-03
2022-08-20 16:56:01,958 INFO [train.py:927] (0/8) Epoch 2, batch 1000, giga_loss[loss=0.2464, simple_loss=0.3149, pruned_loss=0.08897, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.282, simple_loss=0.348, pruned_loss=0.108, over 2456305.00 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06766, over 17398.34 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3687, pruned_loss=0.1109, over 1031030.72 frames. utt_duration=1321 frames, utt_pad_proportion=0.0347, over 3124.41 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3445, pruned_loss=0.1068, over 2444728.77 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06972, over 18485.54 utterances.], batch size: 55, lr: 1.26e-03
2022-08-20 16:57:42,810 INFO [train.py:927] (0/8) Epoch 2, batch 1050, giga_loss[loss=0.3127, simple_loss=0.3675, pruned_loss=0.129, over 12351.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03511, over 104.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3463, pruned_loss=0.1076, over 2459979.17 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06592, over 16831.42 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3658, pruned_loss=0.1101, over 1073715.19 frames. utt_duration=1332 frames, utt_pad_proportion=0.03308, over 3228.30 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3441, pruned_loss=0.1069, over 2450333.68 frames. utt_duration=547 frames, utt_pad_proportion=0.06827, over 17967.53 utterances.], batch size: 104, lr: 1.26e-03
2022-08-20 16:59:24,488 INFO [train.py:927] (0/8) Epoch 2, batch 1100, giga_loss[loss=0.2674, simple_loss=0.3419, pruned_loss=0.09641, over 12347.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03284, over 62.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3435, pruned_loss=0.105, over 2463344.92 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06694, over 16982.10 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.364, pruned_loss=0.1089, over 1115159.69 frames. utt_duration=1339 frames, utt_pad_proportion=0.03201, over 3333.92 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3419, pruned_loss=0.1048, over 2455332.97 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06921, over 18150.66 utterances.], batch size: 62, lr: 1.26e-03
2022-08-20 17:01:06,485 INFO [train.py:927] (0/8) Epoch 2, batch 1150, giga_loss[loss=0.2189, simple_loss=0.2906, pruned_loss=0.07359, over 12345.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.02942, over 58.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3381, pruned_loss=0.1019, over 2466050.62 frames. utt_duration=546.9 frames, utt_pad_proportion=0.07306, over 18086.07 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3642, pruned_loss=0.1085, over 1135704.97 frames. utt_duration=1346 frames, utt_pad_proportion=0.03129, over 3379.69 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3365, pruned_loss=0.1018, over 2459368.19 frames. utt_duration=515 frames, utt_pad_proportion=0.07473, over 19157.73 utterances.], batch size: 58, lr: 1.26e-03
2022-08-20 17:02:50,735 INFO [train.py:927] (0/8) Epoch 2, batch 1200, giga_loss[loss=0.2612, simple_loss=0.3298, pruned_loss=0.09634, over 12402.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3358, pruned_loss=0.1029, over 2467999.13 frames. utt_duration=531.6 frames, utt_pad_proportion=0.07166, over 18622.33 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.369, pruned_loss=0.1148, over 1155635.10 frames. utt_duration=1348 frames, utt_pad_proportion=0.03058, over 3432.73 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3321, pruned_loss=0.1001, over 2462660.25 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07333, over 19622.24 utterances.], batch size: 80, lr: 1.26e-03
2022-08-20 17:04:31,908 INFO [train.py:927] (0/8) Epoch 2, batch 1250, giga_loss[loss=0.2177, simple_loss=0.2941, pruned_loss=0.07064, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03824, over 37.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3387, pruned_loss=0.1065, over 2469150.14 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07176, over 18765.76 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3762, pruned_loss=0.125, over 1168996.27 frames. utt_duration=1352 frames, utt_pad_proportion=0.03015, over 3463.34 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3323, pruned_loss=0.09982, over 2464709.83 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07328, over 19667.41 utterances.], batch size: 37, lr: 1.26e-03
2022-08-20 17:06:12,664 INFO [train.py:927] (0/8) Epoch 2, batch 1300, giga_loss[loss=0.2156, simple_loss=0.2834, pruned_loss=0.07388, over 12223.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03296, over 42.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.335, pruned_loss=0.1037, over 2469950.38 frames. utt_duration=537.5 frames, utt_pad_proportion=0.0665, over 18433.07 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3753, pruned_loss=0.1243, over 1201101.28 frames. utt_duration=1351 frames, utt_pad_proportion=0.02975, over 3560.71 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3295, pruned_loss=0.09824, over 2466508.20 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06835, over 19395.63 utterances.], batch size: 42, lr: 1.26e-03
2022-08-20 17:07:52,949 INFO [train.py:927] (0/8) Epoch 2, batch 1350, giga_loss[loss=0.2394, simple_loss=0.3032, pruned_loss=0.08786, over 12408.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02813, over 58.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3283, pruned_loss=0.09935, over 2469525.92 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06132, over 17061.27 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3728, pruned_loss=0.1227, over 1238731.31 frames. utt_duration=1356 frames, utt_pad_proportion=0.02852, over 3658.59 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3239, pruned_loss=0.0951, over 2466719.20 frames. utt_duration=546 frames, utt_pad_proportion=0.06374, over 18121.62 utterances.], batch size: 58, lr: 1.26e-03
2022-08-20 17:09:07,114 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-28000.pt
2022-08-20 17:09:36,046 INFO [train.py:927] (0/8) Epoch 2, batch 1400, libri_loss[loss=0.253, simple_loss=0.3205, pruned_loss=0.09273, over 12228.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006151, over 31.00 utterances.], tot_loss[loss=0.259, simple_loss=0.324, pruned_loss=0.09699, over 2470088.12 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05798, over 16765.56 utterances.], libri_tot_loss[loss=0.3068, simple_loss=0.3707, pruned_loss=0.1215, over 1268935.47 frames. utt_duration=1362 frames, utt_pad_proportion=0.02758, over 3730.43 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3204, pruned_loss=0.0936, over 2468099.39 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06056, over 17860.00 utterances.], batch size: 31, lr: 1.25e-03
2022-08-20 17:11:16,179 INFO [train.py:927] (0/8) Epoch 2, batch 1450, giga_loss[loss=0.2002, simple_loss=0.2687, pruned_loss=0.0658, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03559, over 37.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3201, pruned_loss=0.09473, over 2470646.83 frames. utt_duration=607.3 frames, utt_pad_proportion=0.0563, over 16313.04 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3694, pruned_loss=0.1209, over 1304506.79 frames. utt_duration=1364 frames, utt_pad_proportion=0.02676, over 3830.47 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3165, pruned_loss=0.09156, over 2469037.79 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05904, over 17450.30 utterances.], batch size: 37, lr: 1.25e-03
2022-08-20 17:12:56,633 INFO [train.py:927] (0/8) Epoch 2, batch 1500, giga_loss[loss=0.2529, simple_loss=0.3183, pruned_loss=0.09373, over 12418.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02758, over 58.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3164, pruned_loss=0.09209, over 2471161.80 frames. utt_duration=632.8 frames, utt_pad_proportion=0.0516, over 15658.76 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3686, pruned_loss=0.1203, over 1333515.20 frames. utt_duration=1359 frames, utt_pad_proportion=0.02627, over 3929.70 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3127, pruned_loss=0.08928, over 2469740.57 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05455, over 16742.43 utterances.], batch size: 58, lr: 1.25e-03
2022-08-20 17:14:36,421 INFO [train.py:927] (0/8) Epoch 2, batch 1550, giga_loss[loss=0.2331, simple_loss=0.2961, pruned_loss=0.08509, over 12235.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3162, pruned_loss=0.09204, over 2470863.11 frames. utt_duration=634.2 frames, utt_pad_proportion=0.0496, over 15621.62 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.3681, pruned_loss=0.1194, over 1355898.39 frames. utt_duration=1361 frames, utt_pad_proportion=0.02568, over 3990.75 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3125, pruned_loss=0.08972, over 2469898.10 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05237, over 16632.73 utterances.], batch size: 28, lr: 1.25e-03
2022-08-20 17:16:15,563 INFO [train.py:927] (0/8) Epoch 2, batch 1600, libri_loss[loss=0.2283, simple_loss=0.2911, pruned_loss=0.08274, over 12463.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008427, over 29.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3217, pruned_loss=0.09611, over 2471589.81 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05479, over 15993.04 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3647, pruned_loss=0.1179, over 1421012.20 frames. utt_duration=1342 frames, utt_pad_proportion=0.03299, over 4240.58 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.318, pruned_loss=0.09367, over 2470780.40 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05597, over 17267.98 utterances.], batch size: 29, lr: 1.25e-03
2022-08-20 17:17:58,984 INFO [train.py:927] (0/8) Epoch 2, batch 1650, giga_loss[loss=0.2794, simple_loss=0.3466, pruned_loss=0.1061, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3283, pruned_loss=0.1001, over 2472776.48 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05549, over 16782.36 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3642, pruned_loss=0.1176, over 1426083.14 frames. utt_duration=1344 frames, utt_pad_proportion=0.03282, over 4249.37 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3255, pruned_loss=0.09827, over 2472317.22 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05642, over 17829.68 utterances.], batch size: 97, lr: 1.25e-03
2022-08-20 17:19:41,970 INFO [train.py:927] (0/8) Epoch 2, batch 1700, giga_loss[loss=0.342, simple_loss=0.3887, pruned_loss=0.1477, over 12349.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2059, over 370.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.335, pruned_loss=0.1029, over 2472607.43 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06133, over 17465.38 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3634, pruned_loss=0.1168, over 1461894.49 frames. utt_duration=1349 frames, utt_pad_proportion=0.03141, over 4340.27 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3322, pruned_loss=0.1014, over 2472514.04 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06232, over 18635.31 utterances.], batch size: 370, lr: 1.25e-03
2022-08-20 17:21:20,371 INFO [train.py:927] (0/8) Epoch 2, batch 1750, giga_loss[loss=0.2833, simple_loss=0.3391, pruned_loss=0.1137, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03467, over 43.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3405, pruned_loss=0.1064, over 2472997.36 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05853, over 17911.54 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3621, pruned_loss=0.1163, over 1481973.07 frames. utt_duration=1354 frames, utt_pad_proportion=0.03069, over 4383.11 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3385, pruned_loss=0.1053, over 2472930.62 frames. utt_duration=520.7 frames, utt_pad_proportion=0.05978, over 19051.28 utterances.], batch size: 43, lr: 1.25e-03
2022-08-20 17:23:03,794 INFO [train.py:927] (0/8) Epoch 2, batch 1800, giga_loss[loss=0.2934, simple_loss=0.3526, pruned_loss=0.1171, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3383, pruned_loss=0.1032, over 2473280.01 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06072, over 18230.95 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.362, pruned_loss=0.1161, over 1491529.75 frames. utt_duration=1358 frames, utt_pad_proportion=0.03057, over 4398.23 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3365, pruned_loss=0.1023, over 2473504.07 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06168, over 19232.38 utterances.], batch size: 86, lr: 1.25e-03
2022-08-20 17:24:46,564 INFO [train.py:927] (0/8) Epoch 2, batch 1850, giga_loss[loss=0.285, simple_loss=0.3532, pruned_loss=0.1084, over 12358.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03322, over 104.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3407, pruned_loss=0.1032, over 2472688.43 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05901, over 17585.66 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3651, pruned_loss=0.1163, over 1510751.68 frames. utt_duration=1359 frames, utt_pad_proportion=0.02983, over 4451.85 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3373, pruned_loss=0.1022, over 2473087.33 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06024, over 18574.95 utterances.], batch size: 104, lr: 1.24e-03
2022-08-20 17:26:29,832 INFO [train.py:927] (0/8) Epoch 2, batch 1900, giga_loss[loss=0.3139, simple_loss=0.3708, pruned_loss=0.1285, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02894, over 74.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3438, pruned_loss=0.1053, over 2473409.32 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05621, over 17448.79 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3645, pruned_loss=0.1162, over 1529977.53 frames. utt_duration=1353 frames, utt_pad_proportion=0.03005, over 4528.07 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3411, pruned_loss=0.1044, over 2473621.85 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05751, over 18396.79 utterances.], batch size: 74, lr: 1.24e-03
2022-08-20 17:28:11,561 INFO [train.py:927] (0/8) Epoch 2, batch 1950, giga_loss[loss=0.2854, simple_loss=0.3458, pruned_loss=0.1125, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04023, over 113.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3453, pruned_loss=0.1068, over 2473745.39 frames. utt_duration=562 frames, utt_pad_proportion=0.05858, over 17654.39 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3633, pruned_loss=0.1158, over 1553305.63 frames. utt_duration=1357 frames, utt_pad_proportion=0.02954, over 4582.24 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3433, pruned_loss=0.106, over 2473955.79 frames. utt_duration=532.1 frames, utt_pad_proportion=0.0598, over 18651.07 utterances.], batch size: 113, lr: 1.24e-03
2022-08-20 17:29:52,862 INFO [train.py:927] (0/8) Epoch 2, batch 2000, giga_loss[loss=0.2746, simple_loss=0.3415, pruned_loss=0.1038, over 12319.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.346, pruned_loss=0.1078, over 2473353.67 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05776, over 17872.34 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3631, pruned_loss=0.1159, over 1562320.04 frames. utt_duration=1357 frames, utt_pad_proportion=0.02919, over 4610.34 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3445, pruned_loss=0.1071, over 2473667.76 frames. utt_duration=529.2 frames, utt_pad_proportion=0.05894, over 18750.34 utterances.], batch size: 45, lr: 1.24e-03
2022-08-20 17:31:35,196 INFO [train.py:927] (0/8) Epoch 2, batch 2050, giga_loss[loss=0.2549, simple_loss=0.3256, pruned_loss=0.09214, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03425, over 40.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3454, pruned_loss=0.1056, over 2472590.19 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05416, over 16534.50 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3625, pruned_loss=0.1154, over 1584368.50 frames. utt_duration=1361 frames, utt_pad_proportion=0.02835, over 4660.58 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3441, pruned_loss=0.1052, over 2473304.73 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05577, over 17476.47 utterances.], batch size: 40, lr: 1.24e-03
2022-08-20 17:33:18,187 INFO [train.py:927] (0/8) Epoch 2, batch 2100, giga_loss[loss=0.2628, simple_loss=0.3348, pruned_loss=0.09537, over 12417.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02443, over 91.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3453, pruned_loss=0.1062, over 2473011.86 frames. utt_duration=565 frames, utt_pad_proportion=0.06274, over 17554.30 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3612, pruned_loss=0.1145, over 1610246.22 frames. utt_duration=1366 frames, utt_pad_proportion=0.02799, over 4719.10 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3446, pruned_loss=0.1061, over 2473963.32 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06389, over 18570.17 utterances.], batch size: 91, lr: 1.24e-03
2022-08-20 17:35:00,309 INFO [train.py:927] (0/8) Epoch 2, batch 2150, giga_loss[loss=0.2689, simple_loss=0.3415, pruned_loss=0.09819, over 12287.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02604, over 54.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3439, pruned_loss=0.1054, over 2472632.48 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05949, over 16778.94 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3619, pruned_loss=0.1154, over 1627318.10 frames. utt_duration=1361 frames, utt_pad_proportion=0.02817, over 4786.23 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3426, pruned_loss=0.1046, over 2473432.47 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06083, over 17748.70 utterances.], batch size: 54, lr: 1.24e-03
2022-08-20 17:36:42,407 INFO [train.py:927] (0/8) Epoch 2, batch 2200, giga_loss[loss=0.2671, simple_loss=0.3327, pruned_loss=0.1008, over 12153.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03353, over 30.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3461, pruned_loss=0.1061, over 2472444.31 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06202, over 16256.03 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.364, pruned_loss=0.1158, over 1644289.16 frames. utt_duration=1355 frames, utt_pad_proportion=0.02907, over 4859.14 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3435, pruned_loss=0.1051, over 2472901.06 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06304, over 17169.98 utterances.], batch size: 30, lr: 1.24e-03
2022-08-20 17:38:24,177 INFO [train.py:927] (0/8) Epoch 2, batch 2250, giga_loss[loss=0.2595, simple_loss=0.3287, pruned_loss=0.09517, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03719, over 37.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3455, pruned_loss=0.1052, over 2471806.65 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05903, over 15586.56 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3631, pruned_loss=0.1155, over 1676780.98 frames. utt_duration=1345 frames, utt_pad_proportion=0.02997, over 4993.88 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3433, pruned_loss=0.1042, over 2472215.78 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06035, over 16598.81 utterances.], batch size: 37, lr: 1.24e-03
2022-08-20 17:40:06,718 INFO [train.py:927] (0/8) Epoch 2, batch 2300, giga_loss[loss=0.2368, simple_loss=0.3191, pruned_loss=0.07721, over 12103.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03774, over 30.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3462, pruned_loss=0.1059, over 2471885.30 frames. utt_duration=648.5 frames, utt_pad_proportion=0.05572, over 15280.97 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3631, pruned_loss=0.1155, over 1700567.20 frames. utt_duration=1328 frames, utt_pad_proportion=0.03181, over 5129.46 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3439, pruned_loss=0.1047, over 2472011.56 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05687, over 16243.59 utterances.], batch size: 30, lr: 1.24e-03
2022-08-20 17:41:50,559 INFO [train.py:927] (0/8) Epoch 2, batch 2350, giga_loss[loss=0.2395, simple_loss=0.3071, pruned_loss=0.08597, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3438, pruned_loss=0.1048, over 2472710.52 frames. utt_duration=637.4 frames, utt_pad_proportion=0.06247, over 15554.80 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3625, pruned_loss=0.1156, over 1727281.98 frames. utt_duration=1309 frames, utt_pad_proportion=0.03874, over 5283.19 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3417, pruned_loss=0.1035, over 2472732.11 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06145, over 16520.45 utterances.], batch size: 70, lr: 1.23e-03
2022-08-20 17:43:34,355 INFO [train.py:927] (0/8) Epoch 2, batch 2400, giga_loss[loss=0.2374, simple_loss=0.3114, pruned_loss=0.08172, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04518, over 31.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3417, pruned_loss=0.1034, over 2473018.98 frames. utt_duration=612.5 frames, utt_pad_proportion=0.0656, over 16189.28 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3625, pruned_loss=0.1156, over 1730998.57 frames. utt_duration=1308 frames, utt_pad_proportion=0.03862, over 5299.77 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.34, pruned_loss=0.1023, over 2473046.01 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06477, over 16979.59 utterances.], batch size: 31, lr: 1.23e-03
2022-08-20 17:45:15,612 INFO [train.py:927] (0/8) Epoch 2, batch 2450, giga_loss[loss=0.2409, simple_loss=0.3105, pruned_loss=0.0857, over 12123.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03748, over 30.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3406, pruned_loss=0.1041, over 2472941.48 frames. utt_duration=588 frames, utt_pad_proportion=0.07036, over 16865.25 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3621, pruned_loss=0.1152, over 1752941.81 frames. utt_duration=1305 frames, utt_pad_proportion=0.03921, over 5380.33 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3389, pruned_loss=0.1032, over 2472999.53 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06965, over 17714.12 utterances.], batch size: 30, lr: 1.23e-03
2022-08-20 17:46:56,719 INFO [train.py:927] (0/8) Epoch 2, batch 2500, giga_loss[loss=0.2381, simple_loss=0.309, pruned_loss=0.0836, over 12347.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04024, over 113.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3364, pruned_loss=0.1026, over 2473430.36 frames. utt_duration=610.6 frames, utt_pad_proportion=0.0675, over 16242.69 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3616, pruned_loss=0.1153, over 1773816.72 frames. utt_duration=1310 frames, utt_pad_proportion=0.03807, over 5423.34 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3348, pruned_loss=0.1015, over 2473936.13 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06772, over 17193.07 utterances.], batch size: 113, lr: 1.23e-03
2022-08-20 17:48:39,206 INFO [train.py:927] (0/8) Epoch 2, batch 2550, giga_loss[loss=0.3614, simple_loss=0.3965, pruned_loss=0.1632, over 12378.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3353, pruned_loss=0.1024, over 2474259.36 frames. utt_duration=573.9 frames, utt_pad_proportion=0.07033, over 17289.17 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3614, pruned_loss=0.1151, over 1794518.92 frames. utt_duration=1278 frames, utt_pad_proportion=0.04969, over 5622.19 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3334, pruned_loss=0.1013, over 2474689.22 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06764, over 18173.43 utterances.], batch size: 258, lr: 1.23e-03
2022-08-20 17:50:23,290 INFO [train.py:927] (0/8) Epoch 2, batch 2600, giga_loss[loss=0.2498, simple_loss=0.323, pruned_loss=0.08831, over 12347.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.338, pruned_loss=0.1035, over 2474539.85 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06881, over 17603.93 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3618, pruned_loss=0.1149, over 1807917.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.04872, over 5639.55 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3358, pruned_loss=0.1026, over 2474971.86 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06716, over 18495.05 utterances.], batch size: 51, lr: 1.23e-03
2022-08-20 17:52:04,320 INFO [train.py:927] (0/8) Epoch 2, batch 2650, giga_loss[loss=0.2511, simple_loss=0.3276, pruned_loss=0.08727, over 12389.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02967, over 58.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3485, pruned_loss=0.1044, over 2474441.03 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06645, over 17557.82 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3747, pruned_loss=0.116, over 1827448.24 frames. utt_duration=1285 frames, utt_pad_proportion=0.04844, over 5696.86 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3375, pruned_loss=0.1025, over 2474999.82 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06548, over 18552.94 utterances.], batch size: 58, lr: 1.23e-03
2022-08-20 17:53:45,029 INFO [train.py:927] (0/8) Epoch 2, batch 2700, giga_loss[loss=0.2548, simple_loss=0.3329, pruned_loss=0.08832, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3461, pruned_loss=0.1033, over 2474516.27 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06145, over 17812.47 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.3743, pruned_loss=0.1164, over 1836638.03 frames. utt_duration=1288 frames, utt_pad_proportion=0.04771, over 5709.34 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3373, pruned_loss=0.1014, over 2475402.15 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06118, over 18754.38 utterances.], batch size: 146, lr: 1.23e-03
2022-08-20 17:55:25,634 INFO [train.py:927] (0/8) Epoch 2, batch 2750, giga_loss[loss=0.2721, simple_loss=0.3301, pruned_loss=0.107, over 12219.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03181, over 39.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3446, pruned_loss=0.1032, over 2474558.32 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06071, over 18100.91 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.3731, pruned_loss=0.1159, over 1855445.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.04637, over 5751.51 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3377, pruned_loss=0.1017, over 2475359.09 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06103, over 19144.64 utterances.], batch size: 39, lr: 1.23e-03
2022-08-20 17:57:08,166 INFO [train.py:927] (0/8) Epoch 2, batch 2800, giga_loss[loss=0.2442, simple_loss=0.3231, pruned_loss=0.08266, over 12443.00 frames. utt_duration=442 frames, utt_pad_proportion=0.03282, over 113.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3443, pruned_loss=0.1033, over 2474197.87 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06056, over 18030.08 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3725, pruned_loss=0.1157, over 1864558.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04571, over 5769.12 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3388, pruned_loss=0.1021, over 2474948.79 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06105, over 19003.29 utterances.], batch size: 113, lr: 1.23e-03
2022-08-20 17:58:47,907 INFO [train.py:927] (0/8) Epoch 2, batch 2850, giga_loss[loss=0.2966, simple_loss=0.3574, pruned_loss=0.1179, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0334, over 39.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3443, pruned_loss=0.1028, over 2474467.42 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05665, over 17787.74 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3719, pruned_loss=0.1156, over 1879683.86 frames. utt_duration=1296 frames, utt_pad_proportion=0.04462, over 5809.38 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3397, pruned_loss=0.1016, over 2475046.80 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05765, over 18811.98 utterances.], batch size: 39, lr: 1.22e-03
2022-08-20 18:00:30,394 INFO [train.py:927] (0/8) Epoch 2, batch 2900, giga_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08545, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0362, over 37.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3437, pruned_loss=0.1025, over 2474470.48 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05531, over 17537.74 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3731, pruned_loss=0.1163, over 1885648.34 frames. utt_duration=1277 frames, utt_pad_proportion=0.05025, over 5914.21 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3391, pruned_loss=0.1009, over 2474894.38 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05464, over 18353.04 utterances.], batch size: 37, lr: 1.22e-03
2022-08-20 18:02:11,152 INFO [train.py:927] (0/8) Epoch 2, batch 2950, giga_loss[loss=0.2649, simple_loss=0.3332, pruned_loss=0.09826, over 12403.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03505, over 80.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3433, pruned_loss=0.1023, over 2474222.90 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05631, over 17609.56 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3744, pruned_loss=0.1162, over 1894246.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.04953, over 5923.47 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3384, pruned_loss=0.101, over 2474707.26 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05599, over 18398.66 utterances.], batch size: 80, lr: 1.22e-03
2022-08-20 18:03:51,415 INFO [train.py:927] (0/8) Epoch 2, batch 3000, giga_loss[loss=0.3281, simple_loss=0.3626, pruned_loss=0.1468, over 12355.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3394, pruned_loss=0.1013, over 2473307.11 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06432, over 17539.47 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3736, pruned_loss=0.1163, over 1908239.15 frames. utt_duration=1267 frames, utt_pad_proportion=0.05468, over 6029.74 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3353, pruned_loss=0.0998, over 2474011.32 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06231, over 18330.94 utterances.], batch size: 367, lr: 1.22e-03
2022-08-20 18:03:51,423 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 18:04:08,264 INFO [train.py:967] (0/8) 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 18:05:44,493 INFO [train.py:927] (0/8) Epoch 2, batch 3050, giga_loss[loss=0.2333, simple_loss=0.3034, pruned_loss=0.08166, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0296, over 45.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3405, pruned_loss=0.1013, over 2473868.74 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06044, over 17738.80 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3734, pruned_loss=0.1167, over 1922441.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05372, over 6078.43 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3366, pruned_loss=0.09958, over 2474233.26 frames. utt_duration=534 frames, utt_pad_proportion=0.05937, over 18584.55 utterances.], batch size: 45, lr: 1.22e-03
2022-08-20 18:07:23,259 INFO [train.py:927] (0/8) Epoch 2, batch 3100, giga_loss[loss=0.2908, simple_loss=0.3406, pruned_loss=0.1205, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03049, over 45.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3404, pruned_loss=0.1016, over 2473693.55 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05715, over 17682.80 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3722, pruned_loss=0.1161, over 1935601.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05266, over 6082.40 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3375, pruned_loss=0.1003, over 2474413.44 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05678, over 18612.33 utterances.], batch size: 45, lr: 1.22e-03
2022-08-20 18:09:03,763 INFO [train.py:927] (0/8) Epoch 2, batch 3150, giga_loss[loss=0.2402, simple_loss=0.3075, pruned_loss=0.08647, over 12443.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03155, over 55.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3384, pruned_loss=0.102, over 2474452.72 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05787, over 17620.46 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3715, pruned_loss=0.1158, over 1948776.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05153, over 6115.84 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3358, pruned_loss=0.1008, over 2475217.75 frames. utt_duration=533.8 frames, utt_pad_proportion=0.05796, over 18601.91 utterances.], batch size: 55, lr: 1.22e-03
2022-08-20 18:10:43,189 INFO [train.py:927] (0/8) Epoch 2, batch 3200, giga_loss[loss=0.2544, simple_loss=0.3254, pruned_loss=0.09169, over 12359.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.031, over 58.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3364, pruned_loss=0.1018, over 2474434.40 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05486, over 17402.12 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3712, pruned_loss=0.1157, over 1966420.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05001, over 6156.37 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3335, pruned_loss=0.1006, over 2475487.38 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05559, over 18509.49 utterances.], batch size: 58, lr: 1.22e-03
2022-08-20 18:12:20,837 INFO [train.py:927] (0/8) Epoch 2, batch 3250, giga_loss[loss=0.2261, simple_loss=0.3049, pruned_loss=0.07363, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03383, over 85.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.334, pruned_loss=0.1011, over 2474512.95 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05328, over 17237.25 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3697, pruned_loss=0.1151, over 1983794.78 frames. utt_duration=1282 frames, utt_pad_proportion=0.04896, over 6197.95 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3317, pruned_loss=0.1001, over 2475474.02 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05435, over 18440.10 utterances.], batch size: 85, lr: 1.22e-03
2022-08-20 18:13:59,942 INFO [train.py:927] (0/8) Epoch 2, batch 3300, giga_loss[loss=0.2908, simple_loss=0.3491, pruned_loss=0.1163, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06456, over 183.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3295, pruned_loss=0.09892, over 2475368.93 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05627, over 17834.19 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3694, pruned_loss=0.1149, over 1988868.18 frames. utt_duration=1284 frames, utt_pad_proportion=0.04848, over 6204.97 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3276, pruned_loss=0.09815, over 2475977.26 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05706, over 18865.34 utterances.], batch size: 183, lr: 1.22e-03
2022-08-20 18:15:39,607 INFO [train.py:927] (0/8) Epoch 2, batch 3350, giga_loss[loss=0.2998, simple_loss=0.3618, pruned_loss=0.1189, over 12381.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03947, over 145.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3304, pruned_loss=0.09909, over 2474712.49 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05695, over 17666.04 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3694, pruned_loss=0.1149, over 2005431.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.04754, over 6265.61 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3276, pruned_loss=0.09793, over 2475386.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05791, over 18800.42 utterances.], batch size: 145, lr: 1.21e-03
2022-08-20 18:16:50,881 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-30000.pt
2022-08-20 18:17:23,065 INFO [train.py:927] (0/8) Epoch 2, batch 3400, giga_loss[loss=0.2598, simple_loss=0.3326, pruned_loss=0.09348, over 12368.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04228, over 133.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3333, pruned_loss=0.1012, over 2474617.62 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05697, over 17688.01 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3689, pruned_loss=0.1158, over 2017036.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.04668, over 6279.95 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3306, pruned_loss=0.09928, over 2475159.46 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05805, over 18827.17 utterances.], batch size: 133, lr: 1.21e-03
2022-08-20 18:19:00,028 INFO [train.py:927] (0/8) Epoch 2, batch 3450, giga_loss[loss=0.2434, simple_loss=0.3247, pruned_loss=0.08109, over 12429.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3392, pruned_loss=0.102, over 2474892.02 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05602, over 17235.16 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3733, pruned_loss=0.1161, over 2030385.45 frames. utt_duration=1290 frames, utt_pad_proportion=0.04561, over 6302.20 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3328, pruned_loss=0.09983, over 2475519.30 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05743, over 18444.53 utterances.], batch size: 75, lr: 1.21e-03
2022-08-20 18:20:45,482 INFO [train.py:927] (0/8) Epoch 2, batch 3500, giga_loss[loss=0.3816, simple_loss=0.4161, pruned_loss=0.1735, over 12385.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05904, over 182.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3448, pruned_loss=0.1065, over 2474513.62 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05818, over 17397.46 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.374, pruned_loss=0.116, over 2041499.40 frames. utt_duration=1294 frames, utt_pad_proportion=0.04459, over 6320.34 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3385, pruned_loss=0.1046, over 2474924.02 frames. utt_duration=533.9 frames, utt_pad_proportion=0.05961, over 18596.02 utterances.], batch size: 182, lr: 1.21e-03
2022-08-20 18:22:23,750 INFO [train.py:927] (0/8) Epoch 2, batch 3550, giga_loss[loss=0.2798, simple_loss=0.3517, pruned_loss=0.1039, over 12359.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3522, pruned_loss=0.1126, over 2474899.46 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05837, over 18422.07 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.373, pruned_loss=0.1155, over 2047933.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.04406, over 6315.54 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3476, pruned_loss=0.1115, over 2475256.70 frames. utt_duration=508.1 frames, utt_pad_proportion=0.05967, over 19544.32 utterances.], batch size: 62, lr: 1.21e-03
2022-08-20 18:24:07,041 INFO [train.py:927] (0/8) Epoch 2, batch 3600, giga_loss[loss=0.325, simple_loss=0.3759, pruned_loss=0.137, over 12487.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0414, over 34.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3584, pruned_loss=0.1179, over 2475092.23 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05533, over 18388.52 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3724, pruned_loss=0.1152, over 2058161.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04335, over 6333.68 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3548, pruned_loss=0.1171, over 2475657.98 frames. utt_duration=508.6 frames, utt_pad_proportion=0.05683, over 19525.95 utterances.], batch size: 34, lr: 1.21e-03
2022-08-20 18:25:50,009 INFO [train.py:927] (0/8) Epoch 2, batch 3650, giga_loss[loss=0.4186, simple_loss=0.4262, pruned_loss=0.2055, over 12392.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.3654, pruned_loss=0.1247, over 2475137.31 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06533, over 19718.15 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3716, pruned_loss=0.1148, over 2064412.94 frames. utt_duration=1299 frames, utt_pad_proportion=0.04395, over 6364.34 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3631, pruned_loss=0.1245, over 2475553.10 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06593, over 20762.68 utterances.], batch size: 259, lr: 1.21e-03
2022-08-20 18:27:33,660 INFO [train.py:927] (0/8) Epoch 2, batch 3700, giga_loss[loss=0.3124, simple_loss=0.3695, pruned_loss=0.1277, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04762, over 26.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.3712, pruned_loss=0.1321, over 2474973.42 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07567, over 21379.31 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3711, pruned_loss=0.1151, over 2070271.35 frames. utt_duration=1302 frames, utt_pad_proportion=0.0434, over 6365.89 utterances.], giga_tot_loss[loss=0.3168, simple_loss=0.3697, pruned_loss=0.1319, over 2475538.55 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0759, over 22382.64 utterances.], batch size: 26, lr: 1.21e-03
2022-08-20 18:29:20,264 INFO [train.py:927] (0/8) Epoch 2, batch 3750, giga_loss[loss=0.3358, simple_loss=0.3711, pruned_loss=0.1502, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02974, over 42.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3776, pruned_loss=0.1377, over 2475520.22 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07955, over 22087.88 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3717, pruned_loss=0.1149, over 2084456.56 frames. utt_duration=1307 frames, utt_pad_proportion=0.04212, over 6385.65 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3761, pruned_loss=0.1384, over 2475785.47 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08017, over 23365.74 utterances.], batch size: 42, lr: 1.21e-03
2022-08-20 18:31:11,410 INFO [train.py:927] (0/8) Epoch 2, batch 3800, giga_loss[loss=0.381, simple_loss=0.4094, pruned_loss=0.1763, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.329, simple_loss=0.378, pruned_loss=0.14, over 2475292.24 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08119, over 22334.05 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3706, pruned_loss=0.1144, over 2091919.89 frames. utt_duration=1309 frames, utt_pad_proportion=0.04184, over 6399.99 utterances.], giga_tot_loss[loss=0.3303, simple_loss=0.3778, pruned_loss=0.1414, over 2475789.21 frames. utt_duration=420.3 frames, utt_pad_proportion=0.0819, over 23643.70 utterances.], batch size: 146, lr: 1.21e-03
2022-08-20 18:32:51,771 INFO [train.py:927] (0/8) Epoch 2, batch 3850, giga_loss[loss=0.3201, simple_loss=0.3786, pruned_loss=0.1309, over 12374.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03195, over 51.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.38, pruned_loss=0.1413, over 2474867.99 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08502, over 22604.39 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3705, pruned_loss=0.1144, over 2103161.37 frames. utt_duration=1290 frames, utt_pad_proportion=0.04718, over 6528.60 utterances.], giga_tot_loss[loss=0.3333, simple_loss=0.3802, pruned_loss=0.1432, over 2475389.77 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08466, over 23982.51 utterances.], batch size: 51, lr: 1.20e-03
2022-08-20 18:34:33,853 INFO [train.py:927] (0/8) Epoch 2, batch 3900, giga_loss[loss=0.2343, simple_loss=0.3053, pruned_loss=0.08169, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02795, over 39.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3797, pruned_loss=0.1397, over 2474953.50 frames. utt_duration=445 frames, utt_pad_proportion=0.08182, over 22320.94 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3701, pruned_loss=0.1143, over 2110521.45 frames. utt_duration=1290 frames, utt_pad_proportion=0.04674, over 6552.76 utterances.], giga_tot_loss[loss=0.3318, simple_loss=0.3803, pruned_loss=0.1417, over 2475387.01 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08202, over 23677.64 utterances.], batch size: 39, lr: 1.20e-03
2022-08-20 18:36:19,275 INFO [train.py:927] (0/8) Epoch 2, batch 3950, giga_loss[loss=0.2959, simple_loss=0.3626, pruned_loss=0.1146, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.033, over 62.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3788, pruned_loss=0.1379, over 2474653.70 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07878, over 21976.69 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3696, pruned_loss=0.1144, over 2117732.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04607, over 6564.49 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3799, pruned_loss=0.1399, over 2475014.53 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07947, over 23338.30 utterances.], batch size: 62, lr: 1.20e-03
2022-08-20 18:38:02,503 INFO [train.py:927] (0/8) Epoch 2, batch 4000, libri_loss[loss=0.258, simple_loss=0.3428, pruned_loss=0.08654, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006943, over 31.00 utterances.], tot_loss[loss=0.3229, simple_loss=0.3762, pruned_loss=0.1348, over 2474293.50 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08061, over 21910.56 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3697, pruned_loss=0.1143, over 2129761.91 frames. utt_duration=1295 frames, utt_pad_proportion=0.0448, over 6587.37 utterances.], giga_tot_loss[loss=0.3258, simple_loss=0.3772, pruned_loss=0.1372, over 2474839.25 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08171, over 23464.31 utterances.], batch size: 31, lr: 1.20e-03
2022-08-20 18:39:45,488 INFO [train.py:927] (0/8) Epoch 2, batch 4050, libri_loss[loss=0.2706, simple_loss=0.3432, pruned_loss=0.09904, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005907, over 37.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3734, pruned_loss=0.132, over 2474639.17 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07769, over 21129.57 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3701, pruned_loss=0.1145, over 2138313.80 frames. utt_duration=1293 frames, utt_pad_proportion=0.04426, over 6621.17 utterances.], giga_tot_loss[loss=0.3213, simple_loss=0.3741, pruned_loss=0.1342, over 2475048.29 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0792, over 22681.83 utterances.], batch size: 37, lr: 1.20e-03
2022-08-20 18:41:30,671 INFO [train.py:927] (0/8) Epoch 2, batch 4100, giga_loss[loss=0.2882, simple_loss=0.3475, pruned_loss=0.1144, over 12363.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02942, over 85.00 utterances.], tot_loss[loss=0.3161, simple_loss=0.3714, pruned_loss=0.1304, over 2474481.82 frames. utt_duration=488.9 frames, utt_pad_proportion=0.0754, over 20304.27 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3691, pruned_loss=0.1141, over 2154648.94 frames. utt_duration=1300 frames, utt_pad_proportion=0.04238, over 6635.56 utterances.], giga_tot_loss[loss=0.3198, simple_loss=0.373, pruned_loss=0.1333, over 2474885.39 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07781, over 22210.22 utterances.], batch size: 85, lr: 1.20e-03
2022-08-20 18:43:18,811 INFO [train.py:927] (0/8) Epoch 2, batch 4150, libri_loss[loss=0.2604, simple_loss=0.331, pruned_loss=0.09495, over 12404.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005466, over 31.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3698, pruned_loss=0.1275, over 2474282.45 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07255, over 20193.62 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3683, pruned_loss=0.1138, over 2160815.46 frames. utt_duration=1303 frames, utt_pad_proportion=0.04169, over 6638.81 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3717, pruned_loss=0.1303, over 2474753.34 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07505, over 21960.78 utterances.], batch size: 31, lr: 1.20e-03
2022-08-20 18:45:01,616 INFO [train.py:927] (0/8) Epoch 2, batch 4200, giga_loss[loss=0.4009, simple_loss=0.4176, pruned_loss=0.1922, over 12411.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.3707, pruned_loss=0.128, over 2474005.73 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07208, over 20028.96 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3674, pruned_loss=0.1137, over 2169494.64 frames. utt_duration=1293 frames, utt_pad_proportion=0.0461, over 6721.84 utterances.], giga_tot_loss[loss=0.3171, simple_loss=0.3729, pruned_loss=0.1307, over 2474933.81 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07316, over 21742.10 utterances.], batch size: 259, lr: 1.20e-03
2022-08-20 18:46:45,095 INFO [train.py:927] (0/8) Epoch 2, batch 4250, libri_loss[loss=0.3242, simple_loss=0.456, pruned_loss=0.09618, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006687, over 34.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3702, pruned_loss=0.1275, over 2474015.75 frames. utt_duration=493 frames, utt_pad_proportion=0.0701, over 20133.40 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3682, pruned_loss=0.1135, over 2173908.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.04551, over 6722.99 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3713, pruned_loss=0.13, over 2474866.39 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07136, over 21674.24 utterances.], batch size: 34, lr: 1.20e-03
2022-08-20 18:48:27,538 INFO [train.py:927] (0/8) Epoch 2, batch 4300, giga_loss[loss=0.2687, simple_loss=0.3445, pruned_loss=0.09647, over 12396.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02907, over 97.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3689, pruned_loss=0.1275, over 2473789.01 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07235, over 20799.50 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3685, pruned_loss=0.1134, over 2175438.95 frames. utt_duration=1296 frames, utt_pad_proportion=0.04533, over 6720.38 utterances.], giga_tot_loss[loss=0.3144, simple_loss=0.3696, pruned_loss=0.1296, over 2474431.00 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07326, over 22059.27 utterances.], batch size: 97, lr: 1.20e-03
2022-08-20 18:50:15,107 INFO [train.py:927] (0/8) Epoch 2, batch 4350, giga_loss[loss=0.2802, simple_loss=0.3479, pruned_loss=0.1062, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02883, over 66.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3763, pruned_loss=0.1289, over 2473934.01 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07389, over 21181.92 utterances.], libri_tot_loss[loss=0.3051, simple_loss=0.3779, pruned_loss=0.1161, over 2179521.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.04476, over 6718.60 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3695, pruned_loss=0.1285, over 2474769.87 frames. utt_duration=444 frames, utt_pad_proportion=0.07479, over 22367.31 utterances.], batch size: 66, lr: 1.19e-03
2022-08-20 18:52:00,841 INFO [train.py:927] (0/8) Epoch 2, batch 4400, giga_loss[loss=0.2405, simple_loss=0.3217, pruned_loss=0.07965, over 12465.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03, over 75.00 utterances.], tot_loss[loss=0.3136, simple_loss=0.3732, pruned_loss=0.127, over 2473908.08 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07365, over 20598.12 utterances.], libri_tot_loss[loss=0.3055, simple_loss=0.3782, pruned_loss=0.1164, over 2186379.02 frames. utt_duration=1302 frames, utt_pad_proportion=0.04382, over 6724.54 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3676, pruned_loss=0.1267, over 2474958.32 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07487, over 21852.44 utterances.], batch size: 75, lr: 1.19e-03
2022-08-20 18:53:44,419 INFO [train.py:927] (0/8) Epoch 2, batch 4450, giga_loss[loss=0.2547, simple_loss=0.3245, pruned_loss=0.09242, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3706, pruned_loss=0.1265, over 2474171.37 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07663, over 20630.89 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.378, pruned_loss=0.1164, over 2195042.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.04833, over 6825.43 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.366, pruned_loss=0.1266, over 2474879.07 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07651, over 21918.71 utterances.], batch size: 58, lr: 1.19e-03
2022-08-20 18:55:27,357 INFO [train.py:927] (0/8) Epoch 2, batch 4500, giga_loss[loss=0.2945, simple_loss=0.353, pruned_loss=0.118, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02803, over 91.00 utterances.], tot_loss[loss=0.308, simple_loss=0.3667, pruned_loss=0.1246, over 2474643.15 frames. utt_duration=499 frames, utt_pad_proportion=0.06979, over 19895.88 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3778, pruned_loss=0.1165, over 2199175.09 frames. utt_duration=1289 frames, utt_pad_proportion=0.04786, over 6834.09 utterances.], giga_tot_loss[loss=0.3063, simple_loss=0.3632, pruned_loss=0.1247, over 2475230.54 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07031, over 21077.64 utterances.], batch size: 91, lr: 1.19e-03
2022-08-20 18:57:10,599 INFO [train.py:927] (0/8) Epoch 2, batch 4550, giga_loss[loss=0.3382, simple_loss=0.388, pruned_loss=0.1442, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.365, pruned_loss=0.1245, over 2474887.66 frames. utt_duration=498 frames, utt_pad_proportion=0.06665, over 19937.15 utterances.], libri_tot_loss[loss=0.3052, simple_loss=0.3776, pruned_loss=0.1164, over 2202091.03 frames. utt_duration=1290 frames, utt_pad_proportion=0.04742, over 6835.74 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3622, pruned_loss=0.1247, over 2475201.10 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06739, over 20982.92 utterances.], batch size: 146, lr: 1.19e-03
2022-08-20 18:58:51,021 INFO [train.py:927] (0/8) Epoch 2, batch 4600, giga_loss[loss=0.3014, simple_loss=0.3708, pruned_loss=0.116, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03669, over 40.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.3632, pruned_loss=0.1225, over 2475120.43 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06702, over 19825.57 utterances.], libri_tot_loss[loss=0.3045, simple_loss=0.3767, pruned_loss=0.1161, over 2208735.21 frames. utt_duration=1289 frames, utt_pad_proportion=0.04735, over 6863.48 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3613, pruned_loss=0.123, over 2475473.38 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06782, over 20940.13 utterances.], batch size: 40, lr: 1.19e-03
2022-08-20 19:00:34,025 INFO [train.py:927] (0/8) Epoch 2, batch 4650, giga_loss[loss=0.3057, simple_loss=0.363, pruned_loss=0.1242, over 12385.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3631, pruned_loss=0.1228, over 2475085.32 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07028, over 19827.36 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3748, pruned_loss=0.1157, over 2221463.69 frames. utt_duration=1296 frames, utt_pad_proportion=0.04547, over 6863.44 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3626, pruned_loss=0.1239, over 2475680.42 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07161, over 21321.91 utterances.], batch size: 58, lr: 1.19e-03
2022-08-20 19:02:21,328 INFO [train.py:927] (0/8) Epoch 2, batch 4700, giga_loss[loss=0.3112, simple_loss=0.3685, pruned_loss=0.1269, over 12427.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03134, over 80.00 utterances.], tot_loss[loss=0.3092, simple_loss=0.3676, pruned_loss=0.1254, over 2475132.82 frames. utt_duration=488 frames, utt_pad_proportion=0.07388, over 20348.05 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3775, pruned_loss=0.1159, over 2227311.56 frames. utt_duration=1300 frames, utt_pad_proportion=0.04451, over 6862.93 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3646, pruned_loss=0.1263, over 2475982.72 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07516, over 21840.24 utterances.], batch size: 80, lr: 1.19e-03
2022-08-20 19:04:04,843 INFO [train.py:927] (0/8) Epoch 2, batch 4750, giga_loss[loss=0.3213, simple_loss=0.3797, pruned_loss=0.1314, over 12278.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02677, over 54.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3682, pruned_loss=0.1275, over 2475055.31 frames. utt_duration=483 frames, utt_pad_proportion=0.07341, over 20560.81 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.3763, pruned_loss=0.1151, over 2235995.73 frames. utt_duration=1306 frames, utt_pad_proportion=0.0433, over 6854.02 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3665, pruned_loss=0.1291, over 2475619.79 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07505, over 22186.34 utterances.], batch size: 54, lr: 1.19e-03
2022-08-20 19:05:49,017 INFO [train.py:927] (0/8) Epoch 2, batch 4800, giga_loss[loss=0.257, simple_loss=0.3261, pruned_loss=0.09393, over 12160.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04151, over 33.00 utterances.], tot_loss[loss=0.3114, simple_loss=0.3673, pruned_loss=0.1277, over 2474977.14 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07221, over 20609.75 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3755, pruned_loss=0.1145, over 2243320.79 frames. utt_duration=1296 frames, utt_pad_proportion=0.04669, over 6931.94 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3664, pruned_loss=0.1299, over 2475212.64 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07309, over 22211.53 utterances.], batch size: 33, lr: 1.19e-03
2022-08-20 19:07:29,117 INFO [train.py:927] (0/8) Epoch 2, batch 4850, giga_loss[loss=0.296, simple_loss=0.3707, pruned_loss=0.1107, over 12423.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03792, over 133.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3647, pruned_loss=0.1257, over 2474476.55 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06743, over 19831.68 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.374, pruned_loss=0.1139, over 2252071.44 frames. utt_duration=1300 frames, utt_pad_proportion=0.04519, over 6934.90 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.3648, pruned_loss=0.1284, over 2474989.15 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06921, over 21608.83 utterances.], batch size: 133, lr: 1.19e-03
2022-08-20 19:09:13,162 INFO [train.py:927] (0/8) Epoch 2, batch 4900, giga_loss[loss=0.2778, simple_loss=0.3412, pruned_loss=0.1073, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03887, over 30.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3614, pruned_loss=0.1233, over 2473482.75 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07703, over 20432.40 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3732, pruned_loss=0.114, over 2258712.07 frames. utt_duration=1293 frames, utt_pad_proportion=0.04626, over 6998.28 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3618, pruned_loss=0.1256, over 2473842.30 frames. utt_duration=448 frames, utt_pad_proportion=0.07774, over 22160.30 utterances.], batch size: 30, lr: 1.18e-03
2022-08-20 19:11:01,364 INFO [train.py:927] (0/8) Epoch 2, batch 4950, giga_loss[loss=0.2863, simple_loss=0.3518, pruned_loss=0.1104, over 12375.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03081, over 51.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.36, pruned_loss=0.1234, over 2474444.55 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07628, over 20622.87 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3723, pruned_loss=0.1136, over 2263126.95 frames. utt_duration=1295 frames, utt_pad_proportion=0.04571, over 6996.30 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3608, pruned_loss=0.1257, over 2474600.12 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07718, over 22220.91 utterances.], batch size: 51, lr: 1.18e-03
2022-08-20 19:12:46,544 INFO [train.py:927] (0/8) Epoch 2, batch 5000, giga_loss[loss=0.2922, simple_loss=0.3751, pruned_loss=0.1046, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03059, over 58.00 utterances.], tot_loss[loss=0.3092, simple_loss=0.3669, pruned_loss=0.1257, over 2474375.77 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0758, over 20737.76 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3754, pruned_loss=0.1138, over 2266890.44 frames. utt_duration=1301 frames, utt_pad_proportion=0.04518, over 6977.56 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3646, pruned_loss=0.1275, over 2474908.12 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07686, over 22282.66 utterances.], batch size: 58, lr: 1.18e-03
2022-08-20 19:14:34,059 INFO [train.py:927] (0/8) Epoch 2, batch 5050, giga_loss[loss=0.2969, simple_loss=0.3722, pruned_loss=0.1108, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3696, pruned_loss=0.1254, over 2474391.23 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07542, over 20854.83 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3756, pruned_loss=0.1136, over 2268738.80 frames. utt_duration=1304 frames, utt_pad_proportion=0.04499, over 6966.80 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3676, pruned_loss=0.1271, over 2475007.99 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0764, over 22201.37 utterances.], batch size: 122, lr: 1.18e-03
2022-08-20 19:16:18,160 INFO [train.py:927] (0/8) Epoch 2, batch 5100, giga_loss[loss=0.2997, simple_loss=0.3696, pruned_loss=0.1149, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02532, over 58.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3705, pruned_loss=0.127, over 2474606.44 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07294, over 20911.88 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3751, pruned_loss=0.1136, over 2271591.38 frames. utt_duration=1307 frames, utt_pad_proportion=0.04446, over 6959.32 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3693, pruned_loss=0.1285, over 2475270.85 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07409, over 22155.97 utterances.], batch size: 58, lr: 1.18e-03
2022-08-20 19:18:04,972 INFO [train.py:927] (0/8) Epoch 2, batch 5150, giga_loss[loss=0.2849, simple_loss=0.3356, pruned_loss=0.117, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.3104, simple_loss=0.3679, pruned_loss=0.1264, over 2474124.78 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07336, over 20692.75 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3736, pruned_loss=0.1131, over 2276273.46 frames. utt_duration=1313 frames, utt_pad_proportion=0.04387, over 6940.58 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.368, pruned_loss=0.1283, over 2474949.08 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07463, over 22009.56 utterances.], batch size: 51, lr: 1.18e-03
2022-08-20 19:19:50,630 INFO [train.py:927] (0/8) Epoch 2, batch 5200, libri_loss[loss=0.3623, simple_loss=0.4411, pruned_loss=0.1418, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01503, over 40.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3696, pruned_loss=0.1282, over 2474068.58 frames. utt_duration=474 frames, utt_pad_proportion=0.07782, over 20942.61 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3759, pruned_loss=0.1141, over 2282648.75 frames. utt_duration=1316 frames, utt_pad_proportion=0.04283, over 6943.54 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3675, pruned_loss=0.1293, over 2475153.14 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07917, over 22442.98 utterances.], batch size: 40, lr: 1.18e-03
2022-08-20 19:21:37,099 INFO [train.py:927] (0/8) Epoch 2, batch 5250, giga_loss[loss=0.2919, simple_loss=0.3523, pruned_loss=0.1158, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03938, over 113.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3689, pruned_loss=0.128, over 2474265.52 frames. utt_duration=468.1 frames, utt_pad_proportion=0.0802, over 21207.03 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3762, pruned_loss=0.1141, over 2286303.68 frames. utt_duration=1319 frames, utt_pad_proportion=0.04212, over 6943.69 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3668, pruned_loss=0.1291, over 2475266.28 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08148, over 22649.58 utterances.], batch size: 113, lr: 1.18e-03
2022-08-20 19:23:23,934 INFO [train.py:927] (0/8) Epoch 2, batch 5300, giga_loss[loss=0.2836, simple_loss=0.3462, pruned_loss=0.1105, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03632, over 28.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3676, pruned_loss=0.1286, over 2474396.84 frames. utt_duration=457.3 frames, utt_pad_proportion=0.079, over 21712.13 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3756, pruned_loss=0.1139, over 2290126.55 frames. utt_duration=1321 frames, utt_pad_proportion=0.04147, over 6941.88 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3663, pruned_loss=0.1299, over 2475102.30 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08046, over 23127.82 utterances.], batch size: 28, lr: 1.18e-03
2022-08-20 19:25:07,686 INFO [train.py:927] (0/8) Epoch 2, batch 5350, giga_loss[loss=0.2968, simple_loss=0.3651, pruned_loss=0.1142, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03205, over 98.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3675, pruned_loss=0.128, over 2474469.09 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0765, over 21650.86 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3749, pruned_loss=0.1136, over 2295122.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.04729, over 7054.66 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3669, pruned_loss=0.1298, over 2475441.73 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0767, over 23087.68 utterances.], batch size: 98, lr: 1.18e-03
2022-08-20 19:26:26,125 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-32000.pt
2022-08-20 19:27:02,220 INFO [train.py:927] (0/8) Epoch 2, batch 5400, libri_loss[loss=0.2163, simple_loss=0.2933, pruned_loss=0.06965, over 12224.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03684, over 27.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3671, pruned_loss=0.1281, over 2474663.83 frames. utt_duration=464 frames, utt_pad_proportion=0.07464, over 21403.44 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3743, pruned_loss=0.1132, over 2297808.37 frames. utt_duration=1306 frames, utt_pad_proportion=0.04687, over 7046.82 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3671, pruned_loss=0.1299, over 2475455.11 frames. utt_duration=437 frames, utt_pad_proportion=0.07512, over 22736.90 utterances.], batch size: 27, lr: 1.18e-03
2022-08-20 19:28:49,533 INFO [train.py:927] (0/8) Epoch 2, batch 5450, giga_loss[loss=0.2748, simple_loss=0.3544, pruned_loss=0.09759, over 12318.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03425, over 51.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.368, pruned_loss=0.1278, over 2474733.09 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07613, over 21857.40 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3729, pruned_loss=0.1126, over 2303103.50 frames. utt_duration=1309 frames, utt_pad_proportion=0.04576, over 7043.35 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3689, pruned_loss=0.1302, over 2475325.59 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07697, over 23312.49 utterances.], batch size: 51, lr: 1.17e-03
2022-08-20 19:30:33,525 INFO [train.py:927] (0/8) Epoch 2, batch 5500, giga_loss[loss=0.3696, simple_loss=0.4048, pruned_loss=0.1672, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05233, over 162.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3706, pruned_loss=0.1273, over 2474551.20 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0741, over 21230.28 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3731, pruned_loss=0.1125, over 2307859.08 frames. utt_duration=1309 frames, utt_pad_proportion=0.04556, over 7058.13 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.371, pruned_loss=0.1297, over 2475329.76 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07525, over 22774.47 utterances.], batch size: 162, lr: 1.17e-03
2022-08-20 19:32:16,134 INFO [train.py:927] (0/8) Epoch 2, batch 5550, giga_loss[loss=0.3103, simple_loss=0.3681, pruned_loss=0.1262, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3713, pruned_loss=0.1273, over 2474605.25 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06808, over 19954.00 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3725, pruned_loss=0.1123, over 2314588.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.04414, over 7068.72 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.3721, pruned_loss=0.1299, over 2475099.26 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0702, over 21691.11 utterances.], batch size: 146, lr: 1.17e-03
2022-08-20 19:33:59,128 INFO [train.py:927] (0/8) Epoch 2, batch 5600, giga_loss[loss=0.2727, simple_loss=0.3492, pruned_loss=0.09807, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02943, over 45.00 utterances.], tot_loss[loss=0.3148, simple_loss=0.372, pruned_loss=0.1288, over 2473854.44 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06943, over 19822.26 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3716, pruned_loss=0.1121, over 2319488.28 frames. utt_duration=1298 frames, utt_pad_proportion=0.04859, over 7153.90 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3733, pruned_loss=0.1316, over 2474774.76 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06997, over 21537.02 utterances.], batch size: 45, lr: 1.17e-03
2022-08-20 19:35:42,071 INFO [train.py:927] (0/8) Epoch 2, batch 5650, giga_loss[loss=0.2801, simple_loss=0.3513, pruned_loss=0.1044, over 12386.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02969, over 58.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3706, pruned_loss=0.126, over 2474197.94 frames. utt_duration=504.4 frames, utt_pad_proportion=0.066, over 19678.53 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.371, pruned_loss=0.1117, over 2323333.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.04767, over 7153.14 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3721, pruned_loss=0.1289, over 2474925.76 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06713, over 21343.58 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:37:27,597 INFO [train.py:927] (0/8) Epoch 2, batch 5700, giga_loss[loss=0.2981, simple_loss=0.3652, pruned_loss=0.1155, over 12412.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02855, over 62.00 utterances.], tot_loss[loss=0.3101, simple_loss=0.37, pruned_loss=0.1251, over 2473286.29 frames. utt_duration=503 frames, utt_pad_proportion=0.06919, over 19728.17 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3698, pruned_loss=0.1109, over 2326879.02 frames. utt_duration=1306 frames, utt_pad_proportion=0.04688, over 7135.40 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3723, pruned_loss=0.1285, over 2474041.46 frames. utt_duration=464.5 frames, utt_pad_proportion=0.0703, over 21373.04 utterances.], batch size: 62, lr: 1.17e-03
2022-08-20 19:39:14,476 INFO [train.py:927] (0/8) Epoch 2, batch 5750, giga_loss[loss=0.2915, simple_loss=0.3434, pruned_loss=0.1198, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03091, over 80.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3681, pruned_loss=0.1247, over 2473922.38 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07, over 19913.89 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3691, pruned_loss=0.1107, over 2329558.04 frames. utt_duration=1310 frames, utt_pad_proportion=0.04617, over 7122.82 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3705, pruned_loss=0.1278, over 2474756.93 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07117, over 21464.14 utterances.], batch size: 80, lr: 1.17e-03
2022-08-20 19:41:01,098 INFO [train.py:927] (0/8) Epoch 2, batch 5800, giga_loss[loss=0.3086, simple_loss=0.3585, pruned_loss=0.1294, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03477, over 43.00 utterances.], tot_loss[loss=0.3071, simple_loss=0.3657, pruned_loss=0.1243, over 2473039.80 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06887, over 19610.16 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3689, pruned_loss=0.1107, over 2332611.60 frames. utt_duration=1313 frames, utt_pad_proportion=0.04545, over 7115.73 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3678, pruned_loss=0.127, over 2474173.20 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07028, over 21132.86 utterances.], batch size: 43, lr: 1.17e-03
2022-08-20 19:42:44,263 INFO [train.py:927] (0/8) Epoch 2, batch 5850, libri_loss[loss=0.2457, simple_loss=0.3165, pruned_loss=0.08749, over 12262.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03749, over 27.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3642, pruned_loss=0.1243, over 2473039.01 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06712, over 19935.30 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3674, pruned_loss=0.1099, over 2336794.84 frames. utt_duration=1322 frames, utt_pad_proportion=0.04456, over 7076.31 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.3671, pruned_loss=0.1276, over 2474563.54 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06879, over 21596.70 utterances.], batch size: 27, lr: 1.17e-03
2022-08-20 19:44:24,002 INFO [train.py:927] (0/8) Epoch 2, batch 5900, giga_loss[loss=0.2547, simple_loss=0.3294, pruned_loss=0.08997, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.0296, over 55.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3615, pruned_loss=0.1212, over 2473683.40 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06505, over 19871.88 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.367, pruned_loss=0.1096, over 2338160.35 frames. utt_duration=1325 frames, utt_pad_proportion=0.04423, over 7068.57 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.364, pruned_loss=0.1241, over 2474877.44 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06665, over 21287.05 utterances.], batch size: 55, lr: 1.17e-03
2022-08-20 19:46:08,046 INFO [train.py:927] (0/8) Epoch 2, batch 5950, giga_loss[loss=0.2892, simple_loss=0.3526, pruned_loss=0.1129, over 12397.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02911, over 58.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3589, pruned_loss=0.119, over 2473884.79 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06817, over 19861.78 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3672, pruned_loss=0.1099, over 2341246.24 frames. utt_duration=1319 frames, utt_pad_proportion=0.04456, over 7107.65 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.3605, pruned_loss=0.1214, over 2475086.66 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06935, over 21252.81 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:47:57,696 INFO [train.py:927] (0/8) Epoch 2, batch 6000, giga_loss[loss=0.3326, simple_loss=0.3524, pruned_loss=0.1564, over 12358.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2105, over 372.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3594, pruned_loss=0.1194, over 2474283.35 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07193, over 20307.29 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3702, pruned_loss=0.1107, over 2343971.31 frames. utt_duration=1314 frames, utt_pad_proportion=0.04489, over 7141.35 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3581, pruned_loss=0.1207, over 2475153.42 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07274, over 21615.92 utterances.], batch size: 372, lr: 1.16e-03
2022-08-20 19:47:57,717 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 19:48:11,751 INFO [train.py:967] (0/8) 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 19:49:55,965 INFO [train.py:927] (0/8) Epoch 2, batch 6050, giga_loss[loss=0.2779, simple_loss=0.3459, pruned_loss=0.1049, over 12397.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02858, over 97.00 utterances.], tot_loss[loss=0.2973, simple_loss=0.3584, pruned_loss=0.1181, over 2474888.39 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06821, over 19717.56 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.37, pruned_loss=0.1106, over 2344589.46 frames. utt_duration=1315 frames, utt_pad_proportion=0.04471, over 7138.64 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3574, pruned_loss=0.1192, over 2475605.02 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06915, over 20804.74 utterances.], batch size: 97, lr: 1.16e-03
2022-08-20 19:51:41,267 INFO [train.py:927] (0/8) Epoch 2, batch 6100, libri_loss[loss=0.2974, simple_loss=0.3691, pruned_loss=0.1128, over 12351.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01599, over 41.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3579, pruned_loss=0.1182, over 2474676.44 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07903, over 20958.22 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3691, pruned_loss=0.1103, over 2347993.48 frames. utt_duration=1313 frames, utt_pad_proportion=0.04458, over 7159.97 utterances.], giga_tot_loss[loss=0.2984, simple_loss=0.3576, pruned_loss=0.1196, over 2475642.53 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07946, over 22140.93 utterances.], batch size: 41, lr: 1.16e-03
2022-08-20 19:53:24,971 INFO [train.py:927] (0/8) Epoch 2, batch 6150, giga_loss[loss=0.3667, simple_loss=0.4054, pruned_loss=0.164, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07419, over 213.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.358, pruned_loss=0.1189, over 2475020.52 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07712, over 20198.63 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3686, pruned_loss=0.1106, over 2353213.62 frames. utt_duration=1299 frames, utt_pad_proportion=0.04854, over 7257.15 utterances.], giga_tot_loss[loss=0.299, simple_loss=0.3578, pruned_loss=0.1201, over 2475581.73 frames. utt_duration=461 frames, utt_pad_proportion=0.07687, over 21550.04 utterances.], batch size: 213, lr: 1.16e-03
2022-08-20 19:55:10,616 INFO [train.py:927] (0/8) Epoch 2, batch 6200, giga_loss[loss=0.2596, simple_loss=0.3242, pruned_loss=0.09744, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02442, over 48.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3584, pruned_loss=0.1197, over 2473633.75 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0757, over 19916.22 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3667, pruned_loss=0.1101, over 2357983.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.0467, over 7221.36 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3595, pruned_loss=0.1215, over 2475202.69 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07661, over 21655.67 utterances.], batch size: 48, lr: 1.16e-03
2022-08-20 19:56:57,269 INFO [train.py:927] (0/8) Epoch 2, batch 6250, giga_loss[loss=0.2885, simple_loss=0.3525, pruned_loss=0.1123, over 12423.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03635, over 86.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3601, pruned_loss=0.1213, over 2473598.59 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07263, over 19578.53 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3667, pruned_loss=0.1099, over 2359472.75 frames. utt_duration=1307 frames, utt_pad_proportion=0.04654, over 7231.95 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3608, pruned_loss=0.1229, over 2475050.73 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07376, over 21104.56 utterances.], batch size: 86, lr: 1.16e-03
2022-08-20 19:58:46,376 INFO [train.py:927] (0/8) Epoch 2, batch 6300, giga_loss[loss=0.3296, simple_loss=0.3636, pruned_loss=0.1478, over 12242.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03141, over 28.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3641, pruned_loss=0.1222, over 2473945.95 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07217, over 20153.65 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3684, pruned_loss=0.11, over 2361267.49 frames. utt_duration=1307 frames, utt_pad_proportion=0.04594, over 7232.46 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3631, pruned_loss=0.1236, over 2475009.43 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07336, over 21532.93 utterances.], batch size: 28, lr: 1.16e-03
2022-08-20 20:00:34,037 INFO [train.py:927] (0/8) Epoch 2, batch 6350, giga_loss[loss=0.2499, simple_loss=0.3246, pruned_loss=0.08761, over 12323.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03196, over 70.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3635, pruned_loss=0.1226, over 2474387.07 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07307, over 20376.97 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3675, pruned_loss=0.1098, over 2364691.52 frames. utt_duration=1307 frames, utt_pad_proportion=0.04574, over 7247.53 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3634, pruned_loss=0.1243, over 2475167.45 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07428, over 21825.19 utterances.], batch size: 70, lr: 1.16e-03
2022-08-20 20:02:21,132 INFO [train.py:927] (0/8) Epoch 2, batch 6400, giga_loss[loss=0.3739, simple_loss=0.4035, pruned_loss=0.1722, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3616, pruned_loss=0.1221, over 2473942.63 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06981, over 20746.20 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3656, pruned_loss=0.109, over 2367957.45 frames. utt_duration=1314 frames, utt_pad_proportion=0.04453, over 7217.23 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.363, pruned_loss=0.1246, over 2475531.28 frames. utt_duration=443.1 frames, utt_pad_proportion=0.0716, over 22418.59 utterances.], batch size: 212, lr: 1.16e-03
2022-08-20 20:04:07,556 INFO [train.py:927] (0/8) Epoch 2, batch 6450, giga_loss[loss=0.3355, simple_loss=0.3779, pruned_loss=0.1466, over 12452.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03459, over 123.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3604, pruned_loss=0.1224, over 2474105.29 frames. utt_duration=474 frames, utt_pad_proportion=0.07163, over 20940.44 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.365, pruned_loss=0.1091, over 2369929.39 frames. utt_duration=1314 frames, utt_pad_proportion=0.04423, over 7224.99 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.362, pruned_loss=0.1246, over 2475477.90 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07321, over 22520.21 utterances.], batch size: 123, lr: 1.16e-03
2022-08-20 20:05:52,123 INFO [train.py:927] (0/8) Epoch 2, batch 6500, giga_loss[loss=0.3161, simple_loss=0.3744, pruned_loss=0.1289, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.3038, simple_loss=0.3626, pruned_loss=0.1225, over 2474026.04 frames. utt_duration=494 frames, utt_pad_proportion=0.06842, over 20091.72 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3674, pruned_loss=0.1095, over 2371645.69 frames. utt_duration=1307 frames, utt_pad_proportion=0.0446, over 7265.38 utterances.], giga_tot_loss[loss=0.3048, simple_loss=0.3616, pruned_loss=0.124, over 2474958.98 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07, over 21484.10 utterances.], batch size: 91, lr: 1.16e-03
2022-08-20 20:07:35,240 INFO [train.py:927] (0/8) Epoch 2, batch 6550, giga_loss[loss=0.3312, simple_loss=0.3815, pruned_loss=0.1404, over 12387.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.308, simple_loss=0.3663, pruned_loss=0.1248, over 2474471.60 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06403, over 20116.07 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3678, pruned_loss=0.1094, over 2373764.42 frames. utt_duration=1312 frames, utt_pad_proportion=0.04385, over 7247.87 utterances.], giga_tot_loss[loss=0.309, simple_loss=0.3651, pruned_loss=0.1265, over 2475622.78 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0659, over 21540.08 utterances.], batch size: 70, lr: 1.16e-03
2022-08-20 20:09:20,597 INFO [train.py:927] (0/8) Epoch 2, batch 6600, giga_loss[loss=0.2778, simple_loss=0.3448, pruned_loss=0.1054, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03306, over 58.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3646, pruned_loss=0.125, over 2473735.46 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06318, over 19636.91 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3676, pruned_loss=0.1094, over 2374713.20 frames. utt_duration=1313 frames, utt_pad_proportion=0.0435, over 7244.40 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3637, pruned_loss=0.1264, over 2474693.29 frames. utt_duration=475.7 frames, utt_pad_proportion=0.0649, over 20872.23 utterances.], batch size: 58, lr: 1.15e-03
2022-08-20 20:11:08,912 INFO [train.py:927] (0/8) Epoch 2, batch 6650, giga_loss[loss=0.3185, simple_loss=0.3833, pruned_loss=0.1269, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.3084, simple_loss=0.3649, pruned_loss=0.126, over 2473881.41 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06059, over 19635.11 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3671, pruned_loss=0.1096, over 2376205.21 frames. utt_duration=1315 frames, utt_pad_proportion=0.04299, over 7236.78 utterances.], giga_tot_loss[loss=0.3095, simple_loss=0.3647, pruned_loss=0.1271, over 2474626.50 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06232, over 20781.71 utterances.], batch size: 97, lr: 1.15e-03
2022-08-20 20:12:53,310 INFO [train.py:927] (0/8) Epoch 2, batch 6700, giga_loss[loss=0.3302, simple_loss=0.3831, pruned_loss=0.1386, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3651, pruned_loss=0.1251, over 2473721.68 frames. utt_duration=514 frames, utt_pad_proportion=0.06368, over 19305.28 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3672, pruned_loss=0.1099, over 2379993.10 frames. utt_duration=1300 frames, utt_pad_proportion=0.0473, over 7333.61 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.3647, pruned_loss=0.1265, over 2474832.88 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06379, over 20662.56 utterances.], batch size: 105, lr: 1.15e-03
2022-08-20 20:14:34,900 INFO [train.py:927] (0/8) Epoch 2, batch 6750, giga_loss[loss=0.2662, simple_loss=0.3346, pruned_loss=0.0989, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03717, over 37.00 utterances.], tot_loss[loss=0.3083, simple_loss=0.3651, pruned_loss=0.1258, over 2473657.77 frames. utt_duration=520.3 frames, utt_pad_proportion=0.0644, over 19071.28 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3659, pruned_loss=0.1092, over 2381981.28 frames. utt_duration=1306 frames, utt_pad_proportion=0.04645, over 7306.56 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3659, pruned_loss=0.1279, over 2474870.03 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06485, over 20449.95 utterances.], batch size: 37, lr: 1.15e-03
2022-08-20 20:16:17,815 INFO [train.py:927] (0/8) Epoch 2, batch 6800, giga_loss[loss=0.3096, simple_loss=0.3741, pruned_loss=0.1226, over 12320.00 frames. utt_duration=914 frames, utt_pad_proportion=0.02346, over 54.00 utterances.], tot_loss[loss=0.3096, simple_loss=0.3674, pruned_loss=0.1259, over 2473861.17 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06541, over 19544.15 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3664, pruned_loss=0.1088, over 2384695.16 frames. utt_duration=1301 frames, utt_pad_proportion=0.04635, over 7339.84 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3676, pruned_loss=0.1283, over 2474844.57 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06595, over 20953.21 utterances.], batch size: 54, lr: 1.15e-03
2022-08-20 20:18:02,494 INFO [train.py:927] (0/8) Epoch 2, batch 6850, giga_loss[loss=0.3053, simple_loss=0.3693, pruned_loss=0.1207, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3654, pruned_loss=0.1246, over 2473507.27 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0644, over 19895.93 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3659, pruned_loss=0.1087, over 2386314.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.04653, over 7366.93 utterances.], giga_tot_loss[loss=0.31, simple_loss=0.366, pruned_loss=0.127, over 2474412.49 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06495, over 21211.82 utterances.], batch size: 97, lr: 1.15e-03
2022-08-20 20:19:44,785 INFO [train.py:927] (0/8) Epoch 2, batch 6900, giga_loss[loss=0.2645, simple_loss=0.3383, pruned_loss=0.09531, over 12133.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03222, over 30.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.3662, pruned_loss=0.1263, over 2473669.94 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06685, over 20279.16 utterances.], libri_tot_loss[loss=0.2914, simple_loss=0.3654, pruned_loss=0.1087, over 2388075.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.04584, over 7349.67 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3672, pruned_loss=0.1285, over 2474383.30 frames. utt_duration=460.1 frames, utt_pad_proportion=0.06749, over 21579.19 utterances.], batch size: 30, lr: 1.15e-03
2022-08-20 20:21:31,223 INFO [train.py:927] (0/8) Epoch 2, batch 6950, giga_loss[loss=0.2826, simple_loss=0.3473, pruned_loss=0.1089, over 12410.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02466, over 91.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3662, pruned_loss=0.1268, over 2473710.06 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07464, over 20936.99 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3643, pruned_loss=0.1082, over 2390978.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.0487, over 7391.94 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3681, pruned_loss=0.1296, over 2474679.77 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07416, over 22407.46 utterances.], batch size: 91, lr: 1.15e-03
2022-08-20 20:23:16,184 INFO [train.py:927] (0/8) Epoch 2, batch 7000, giga_loss[loss=0.3029, simple_loss=0.3586, pruned_loss=0.1236, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03498, over 86.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3668, pruned_loss=0.1278, over 2474401.27 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07382, over 21062.24 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3641, pruned_loss=0.1082, over 2392251.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.04812, over 7394.09 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3684, pruned_loss=0.1303, over 2475141.32 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07377, over 22399.04 utterances.], batch size: 86, lr: 1.15e-03
2022-08-20 20:24:59,221 INFO [train.py:927] (0/8) Epoch 2, batch 7050, giga_loss[loss=0.2615, simple_loss=0.3359, pruned_loss=0.09349, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02689, over 66.00 utterances.], tot_loss[loss=0.31, simple_loss=0.3667, pruned_loss=0.1267, over 2474493.72 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06982, over 20315.24 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3649, pruned_loss=0.1082, over 2392709.67 frames. utt_duration=1294 frames, utt_pad_proportion=0.04805, over 7403.12 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3672, pruned_loss=0.1287, over 2475028.75 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07005, over 21416.19 utterances.], batch size: 66, lr: 1.15e-03
2022-08-20 20:26:41,481 INFO [train.py:927] (0/8) Epoch 2, batch 7100, giga_loss[loss=0.3028, simple_loss=0.3576, pruned_loss=0.124, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02797, over 48.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3688, pruned_loss=0.1266, over 2474694.54 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07561, over 20793.74 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3676, pruned_loss=0.1084, over 2395343.75 frames. utt_duration=1281 frames, utt_pad_proportion=0.0519, over 7490.54 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3669, pruned_loss=0.1285, over 2475297.86 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07458, over 22010.55 utterances.], batch size: 48, lr: 1.15e-03
2022-08-20 20:28:24,670 INFO [train.py:927] (0/8) Epoch 2, batch 7150, giga_loss[loss=0.2981, simple_loss=0.3549, pruned_loss=0.1206, over 12426.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02378, over 48.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3683, pruned_loss=0.1271, over 2474913.20 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07196, over 20360.95 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3674, pruned_loss=0.1088, over 2396703.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.0511, over 7479.78 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.367, pruned_loss=0.1287, over 2475587.19 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07167, over 21565.16 utterances.], batch size: 48, lr: 1.15e-03
2022-08-20 20:30:10,802 INFO [train.py:927] (0/8) Epoch 2, batch 7200, giga_loss[loss=0.2568, simple_loss=0.3252, pruned_loss=0.09422, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.3647, pruned_loss=0.1258, over 2473772.21 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07617, over 20414.01 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.366, pruned_loss=0.1081, over 2398369.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.04999, over 7451.70 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.3649, pruned_loss=0.1281, over 2474894.01 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07628, over 21763.12 utterances.], batch size: 62, lr: 1.14e-03
2022-08-20 20:31:57,309 INFO [train.py:927] (0/8) Epoch 2, batch 7250, giga_loss[loss=0.3012, simple_loss=0.358, pruned_loss=0.1222, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05226, over 161.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3603, pruned_loss=0.1232, over 2474584.53 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07064, over 20290.21 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3652, pruned_loss=0.1078, over 2399951.58 frames. utt_duration=1290 frames, utt_pad_proportion=0.04926, over 7448.58 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3611, pruned_loss=0.1257, over 2475420.82 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0714, over 21590.19 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:33:44,120 INFO [train.py:927] (0/8) Epoch 2, batch 7300, giga_loss[loss=0.2815, simple_loss=0.3566, pruned_loss=0.1033, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3591, pruned_loss=0.1226, over 2475057.57 frames. utt_duration=488 frames, utt_pad_proportion=0.07051, over 20349.88 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3652, pruned_loss=0.1079, over 2401774.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.0484, over 7449.36 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3596, pruned_loss=0.1248, over 2475763.41 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07159, over 21679.56 utterances.], batch size: 70, lr: 1.14e-03
2022-08-20 20:35:28,190 INFO [train.py:927] (0/8) Epoch 2, batch 7350, giga_loss[loss=0.293, simple_loss=0.3457, pruned_loss=0.1202, over 12370.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09515, over 255.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3578, pruned_loss=0.1193, over 2475274.24 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06883, over 21198.85 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3647, pruned_loss=0.1074, over 2403687.62 frames. utt_duration=1294 frames, utt_pad_proportion=0.04745, over 7437.20 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3585, pruned_loss=0.1218, over 2475768.38 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07015, over 22552.79 utterances.], batch size: 255, lr: 1.14e-03
2022-08-20 20:36:44,109 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-34000.pt
2022-08-20 20:37:20,282 INFO [train.py:927] (0/8) Epoch 2, batch 7400, giga_loss[loss=0.2615, simple_loss=0.3353, pruned_loss=0.09388, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02885, over 45.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3547, pruned_loss=0.1155, over 2476084.81 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07243, over 22804.79 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.3648, pruned_loss=0.1076, over 2404324.63 frames. utt_duration=1295 frames, utt_pad_proportion=0.04709, over 7436.85 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3551, pruned_loss=0.1174, over 2476541.60 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07341, over 24002.94 utterances.], batch size: 45, lr: 1.14e-03
2022-08-20 20:39:05,080 INFO [train.py:927] (0/8) Epoch 2, batch 7450, giga_loss[loss=0.2486, simple_loss=0.3346, pruned_loss=0.08127, over 12279.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02743, over 42.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3519, pruned_loss=0.1109, over 2476131.85 frames. utt_duration=432.8 frames, utt_pad_proportion=0.0717, over 22959.52 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3646, pruned_loss=0.1074, over 2406369.13 frames. utt_duration=1292 frames, utt_pad_proportion=0.04667, over 7461.31 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3521, pruned_loss=0.1128, over 2476598.55 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07285, over 24309.60 utterances.], batch size: 42, lr: 1.14e-03
2022-08-20 20:40:50,726 INFO [train.py:927] (0/8) Epoch 2, batch 7500, giga_loss[loss=0.2326, simple_loss=0.3135, pruned_loss=0.07585, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0368, over 37.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3505, pruned_loss=0.1086, over 2475904.29 frames. utt_duration=428.7 frames, utt_pad_proportion=0.0721, over 23176.79 utterances.], libri_tot_loss[loss=0.2895, simple_loss=0.3643, pruned_loss=0.1073, over 2407282.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04615, over 7459.36 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3507, pruned_loss=0.1102, over 2476404.39 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07323, over 24472.94 utterances.], batch size: 37, lr: 1.14e-03
2022-08-20 20:42:33,720 INFO [train.py:927] (0/8) Epoch 2, batch 7550, giga_loss[loss=0.2431, simple_loss=0.3226, pruned_loss=0.08183, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03519, over 86.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3476, pruned_loss=0.1059, over 2476185.38 frames. utt_duration=432.5 frames, utt_pad_proportion=0.0693, over 22975.64 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3644, pruned_loss=0.1074, over 2409777.30 frames. utt_duration=1291 frames, utt_pad_proportion=0.0456, over 7475.53 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3472, pruned_loss=0.1071, over 2476774.95 frames. utt_duration=404.4 frames, utt_pad_proportion=0.0708, over 24583.97 utterances.], batch size: 86, lr: 1.14e-03
2022-08-20 20:44:17,611 INFO [train.py:927] (0/8) Epoch 2, batch 7600, giga_loss[loss=0.2248, simple_loss=0.3063, pruned_loss=0.07161, over 12306.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03324, over 70.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3467, pruned_loss=0.1044, over 2475768.65 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06839, over 23187.35 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.3651, pruned_loss=0.1075, over 2411451.82 frames. utt_duration=1290 frames, utt_pad_proportion=0.04495, over 7486.30 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3452, pruned_loss=0.1052, over 2476497.64 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07006, over 24906.61 utterances.], batch size: 70, lr: 1.14e-03
2022-08-20 20:46:00,740 INFO [train.py:927] (0/8) Epoch 2, batch 7650, libri_loss[loss=0.2708, simple_loss=0.3433, pruned_loss=0.09917, over 12314.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006189, over 36.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3427, pruned_loss=0.1008, over 2475646.99 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06872, over 23007.88 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3641, pruned_loss=0.1071, over 2412660.19 frames. utt_duration=1296 frames, utt_pad_proportion=0.04427, over 7453.51 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.342, pruned_loss=0.1017, over 2476595.08 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07039, over 24783.38 utterances.], batch size: 36, lr: 1.14e-03
2022-08-20 20:47:43,510 INFO [train.py:927] (0/8) Epoch 2, batch 7700, giga_loss[loss=0.2381, simple_loss=0.3244, pruned_loss=0.07584, over 12343.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03015, over 66.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3372, pruned_loss=0.09704, over 2476040.38 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07277, over 23657.50 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3639, pruned_loss=0.107, over 2413613.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.04386, over 7459.73 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3365, pruned_loss=0.09773, over 2476778.42 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07402, over 25256.26 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:49:24,183 INFO [train.py:927] (0/8) Epoch 2, batch 7750, giga_loss[loss=0.2643, simple_loss=0.3373, pruned_loss=0.09567, over 12297.00 frames. utt_duration=795 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.336, pruned_loss=0.09611, over 2475538.14 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07353, over 23790.18 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3641, pruned_loss=0.1066, over 2415678.00 frames. utt_duration=1290 frames, utt_pad_proportion=0.04398, over 7499.22 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3343, pruned_loss=0.0967, over 2476210.35 frames. utt_duration=389 frames, utt_pad_proportion=0.07476, over 25559.34 utterances.], batch size: 62, lr: 1.14e-03
2022-08-20 20:51:21,505 INFO [train.py:927] (0/8) Epoch 2, batch 7800, giga_loss[loss=0.2452, simple_loss=0.322, pruned_loss=0.08418, over 12387.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02705, over 91.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3366, pruned_loss=0.09618, over 2475241.01 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07363, over 23965.96 utterances.], libri_tot_loss[loss=0.288, simple_loss=0.3634, pruned_loss=0.1063, over 2416901.38 frames. utt_duration=1295 frames, utt_pad_proportion=0.04317, over 7473.81 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3351, pruned_loss=0.0966, over 2476275.79 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07505, over 25862.34 utterances.], batch size: 91, lr: 1.13e-03
2022-08-20 20:53:20,153 INFO [train.py:927] (0/8) Epoch 2, batch 7850, libri_loss[loss=0.296, simple_loss=0.3686, pruned_loss=0.1117, over 12288.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007082, over 35.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.336, pruned_loss=0.09523, over 2475898.77 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07346, over 24093.10 utterances.], libri_tot_loss[loss=0.2876, simple_loss=0.363, pruned_loss=0.1061, over 2418556.04 frames. utt_duration=1294 frames, utt_pad_proportion=0.0432, over 7484.55 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3344, pruned_loss=0.09546, over 2476830.57 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07484, over 26070.01 utterances.], batch size: 35, lr: 1.13e-03
2022-08-20 20:55:23,869 INFO [train.py:927] (0/8) Epoch 2, batch 7900, giga_loss[loss=0.2494, simple_loss=0.3365, pruned_loss=0.08117, over 12440.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3331, pruned_loss=0.09236, over 2476635.16 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06979, over 23479.72 utterances.], libri_tot_loss[loss=0.2875, simple_loss=0.363, pruned_loss=0.106, over 2419236.61 frames. utt_duration=1294 frames, utt_pad_proportion=0.04286, over 7487.69 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3316, pruned_loss=0.09249, over 2477281.88 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07131, over 25169.77 utterances.], batch size: 80, lr: 1.13e-03
2022-08-20 20:57:34,084 INFO [train.py:927] (0/8) Epoch 2, batch 7950, libri_loss[loss=0.3035, simple_loss=0.4377, pruned_loss=0.08467, over 12466.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004825, over 35.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3328, pruned_loss=0.09112, over 2476495.49 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06832, over 23808.96 utterances.], libri_tot_loss[loss=0.2884, simple_loss=0.3649, pruned_loss=0.1059, over 2420217.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.04209, over 7459.84 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.329, pruned_loss=0.09101, over 2477394.81 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06995, over 25551.10 utterances.], batch size: 35, lr: 1.13e-03
2022-08-20 20:59:31,415 INFO [train.py:927] (0/8) Epoch 2, batch 8000, giga_loss[loss=0.2112, simple_loss=0.2894, pruned_loss=0.06652, over 12378.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04873, over 31.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3321, pruned_loss=0.0912, over 2477342.54 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06714, over 24058.08 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3655, pruned_loss=0.1059, over 2421328.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04145, over 7455.65 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3281, pruned_loss=0.09086, over 2478107.09 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06878, over 25730.80 utterances.], batch size: 31, lr: 1.13e-03
2022-08-20 21:01:39,929 INFO [train.py:927] (0/8) Epoch 2, batch 8050, giga_loss[loss=0.2809, simple_loss=0.3505, pruned_loss=0.1057, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.333, pruned_loss=0.09082, over 2477897.05 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06654, over 24001.63 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.365, pruned_loss=0.1055, over 2422625.70 frames. utt_duration=1301 frames, utt_pad_proportion=0.04093, over 7455.44 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3297, pruned_loss=0.09063, over 2478332.63 frames. utt_duration=388 frames, utt_pad_proportion=0.06816, over 25634.25 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:03:50,608 INFO [train.py:927] (0/8) Epoch 2, batch 8100, giga_loss[loss=0.2749, simple_loss=0.3398, pruned_loss=0.105, over 12401.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07061, over 212.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3305, pruned_loss=0.09012, over 2477869.27 frames. utt_duration=411 frames, utt_pad_proportion=0.06668, over 24188.18 utterances.], libri_tot_loss[loss=0.2874, simple_loss=0.3642, pruned_loss=0.1053, over 2423251.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04037, over 7437.53 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3279, pruned_loss=0.0899, over 2478615.92 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0682, over 25793.48 utterances.], batch size: 212, lr: 1.13e-03
2022-08-20 21:05:53,131 INFO [train.py:927] (0/8) Epoch 2, batch 8150, giga_loss[loss=0.2504, simple_loss=0.3455, pruned_loss=0.07761, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02947, over 70.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3338, pruned_loss=0.09115, over 2477336.58 frames. utt_duration=408 frames, utt_pad_proportion=0.06533, over 24361.55 utterances.], libri_tot_loss[loss=0.2875, simple_loss=0.3639, pruned_loss=0.1055, over 2424404.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.03947, over 7418.71 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3311, pruned_loss=0.09039, over 2478346.83 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06701, over 26119.00 utterances.], batch size: 70, lr: 1.13e-03
2022-08-20 21:07:56,466 INFO [train.py:927] (0/8) Epoch 2, batch 8200, giga_loss[loss=0.2405, simple_loss=0.3288, pruned_loss=0.07607, over 12357.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3336, pruned_loss=0.09003, over 2477285.09 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06606, over 24969.13 utterances.], libri_tot_loss[loss=0.2865, simple_loss=0.3629, pruned_loss=0.105, over 2425690.27 frames. utt_duration=1310 frames, utt_pad_proportion=0.03894, over 7415.84 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3315, pruned_loss=0.08941, over 2478606.38 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06771, over 26943.30 utterances.], batch size: 91, lr: 1.13e-03
2022-08-20 21:10:04,745 INFO [train.py:927] (0/8) Epoch 2, batch 8250, giga_loss[loss=0.2255, simple_loss=0.3102, pruned_loss=0.07041, over 12315.00 frames. utt_duration=704.9 frames, utt_pad_proportion=0.03306, over 70.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3328, pruned_loss=0.08911, over 2476997.91 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06341, over 24377.23 utterances.], libri_tot_loss[loss=0.2863, simple_loss=0.3627, pruned_loss=0.1049, over 2425835.82 frames. utt_duration=1310 frames, utt_pad_proportion=0.03879, over 7415.76 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3311, pruned_loss=0.08865, over 2478122.76 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06497, over 25992.12 utterances.], batch size: 70, lr: 1.13e-03
2022-08-20 21:12:31,588 INFO [train.py:927] (0/8) Epoch 2, batch 8300, giga_loss[loss=0.248, simple_loss=0.329, pruned_loss=0.08346, over 12326.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3323, pruned_loss=0.08953, over 2477198.37 frames. utt_duration=421.2 frames, utt_pad_proportion=0.0613, over 23589.94 utterances.], libri_tot_loss[loss=0.2857, simple_loss=0.3621, pruned_loss=0.1047, over 2427159.04 frames. utt_duration=1310 frames, utt_pad_proportion=0.03816, over 7418.11 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3308, pruned_loss=0.08899, over 2478275.17 frames. utt_duration=392.5 frames, utt_pad_proportion=0.0631, over 25334.80 utterances.], batch size: 66, lr: 1.13e-03
2022-08-20 21:14:37,638 INFO [train.py:927] (0/8) Epoch 2, batch 8350, giga_loss[loss=0.2476, simple_loss=0.3237, pruned_loss=0.08573, over 12433.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03496, over 105.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3286, pruned_loss=0.088, over 2477557.21 frames. utt_duration=412 frames, utt_pad_proportion=0.06435, over 24123.94 utterances.], libri_tot_loss[loss=0.2851, simple_loss=0.3613, pruned_loss=0.1044, over 2428166.31 frames. utt_duration=1314 frames, utt_pad_proportion=0.03754, over 7399.96 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3271, pruned_loss=0.08734, over 2478860.96 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06593, over 25993.49 utterances.], batch size: 105, lr: 1.13e-03
2022-08-20 21:16:40,720 INFO [train.py:927] (0/8) Epoch 2, batch 8400, giga_loss[loss=0.2521, simple_loss=0.3269, pruned_loss=0.08861, over 12433.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03161, over 80.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3276, pruned_loss=0.08807, over 2478061.15 frames. utt_duration=410 frames, utt_pad_proportion=0.06773, over 24246.10 utterances.], libri_tot_loss[loss=0.2845, simple_loss=0.3608, pruned_loss=0.1041, over 2430228.96 frames. utt_duration=1303 frames, utt_pad_proportion=0.0405, over 7466.11 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3256, pruned_loss=0.08716, over 2479242.70 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06836, over 26367.03 utterances.], batch size: 80, lr: 1.13e-03
2022-08-20 21:18:44,601 INFO [train.py:927] (0/8) Epoch 2, batch 8450, giga_loss[loss=0.2527, simple_loss=0.3206, pruned_loss=0.09244, over 12217.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03293, over 42.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3302, pruned_loss=0.0895, over 2477683.14 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06582, over 24054.69 utterances.], libri_tot_loss[loss=0.2837, simple_loss=0.3602, pruned_loss=0.1036, over 2430848.94 frames. utt_duration=1307 frames, utt_pad_proportion=0.04011, over 7448.40 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.0889, over 2479134.52 frames. utt_duration=380.7 frames, utt_pad_proportion=0.0667, over 26130.26 utterances.], batch size: 42, lr: 1.12e-03
2022-08-20 21:20:40,571 INFO [train.py:927] (0/8) Epoch 2, batch 8500, giga_loss[loss=0.2569, simple_loss=0.334, pruned_loss=0.08992, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04872, over 162.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3301, pruned_loss=0.09072, over 2478328.83 frames. utt_duration=408 frames, utt_pad_proportion=0.06528, over 24368.26 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3591, pruned_loss=0.1035, over 2432321.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.03929, over 7440.16 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3286, pruned_loss=0.0899, over 2479649.38 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06642, over 26562.71 utterances.], batch size: 162, lr: 1.12e-03
2022-08-20 21:22:54,519 INFO [train.py:927] (0/8) Epoch 2, batch 8550, giga_loss[loss=0.2236, simple_loss=0.2998, pruned_loss=0.07367, over 12400.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09766, over 256.00 utterances.], tot_loss[loss=0.255, simple_loss=0.33, pruned_loss=0.09, over 2478449.60 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06473, over 24334.63 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3587, pruned_loss=0.1033, over 2432969.26 frames. utt_duration=1311 frames, utt_pad_proportion=0.03883, over 7433.59 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3288, pruned_loss=0.08934, over 2479513.66 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06588, over 26293.18 utterances.], batch size: 256, lr: 1.12e-03
2022-08-20 21:25:15,474 INFO [train.py:927] (0/8) Epoch 2, batch 8600, giga_loss[loss=0.2408, simple_loss=0.3207, pruned_loss=0.08044, over 12403.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04053, over 26.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08949, over 2478144.92 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06936, over 24930.84 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3585, pruned_loss=0.1032, over 2433506.27 frames. utt_duration=1309 frames, utt_pad_proportion=0.03847, over 7443.05 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3273, pruned_loss=0.08886, over 2479100.75 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07013, over 26676.60 utterances.], batch size: 26, lr: 1.12e-03
2022-08-20 21:27:22,684 INFO [train.py:927] (0/8) Epoch 2, batch 8650, giga_loss[loss=0.2057, simple_loss=0.2789, pruned_loss=0.0663, over 12400.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.047, over 31.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.08691, over 2478191.49 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06806, over 24837.58 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3588, pruned_loss=0.103, over 2434102.66 frames. utt_duration=1310 frames, utt_pad_proportion=0.03802, over 7438.45 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3216, pruned_loss=0.08638, over 2479010.13 frames. utt_duration=376 frames, utt_pad_proportion=0.06898, over 26450.77 utterances.], batch size: 31, lr: 1.12e-03
2022-08-20 21:29:14,393 INFO [train.py:927] (0/8) Epoch 2, batch 8700, giga_loss[loss=0.2841, simple_loss=0.3412, pruned_loss=0.1135, over 12423.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07172, over 212.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3248, pruned_loss=0.08874, over 2477907.63 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06609, over 24356.32 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3583, pruned_loss=0.1031, over 2434691.11 frames. utt_duration=1312 frames, utt_pad_proportion=0.03777, over 7430.80 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3231, pruned_loss=0.08794, over 2478996.56 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06717, over 26024.80 utterances.], batch size: 212, lr: 1.12e-03
2022-08-20 21:31:19,150 INFO [train.py:927] (0/8) Epoch 2, batch 8750, giga_loss[loss=0.2496, simple_loss=0.3276, pruned_loss=0.08577, over 12417.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04983, over 147.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.08714, over 2477631.23 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06726, over 24417.84 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.3573, pruned_loss=0.1026, over 2435512.77 frames. utt_duration=1314 frames, utt_pad_proportion=0.03747, over 7421.92 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08661, over 2478727.34 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06833, over 26166.96 utterances.], batch size: 147, lr: 1.12e-03
2022-08-20 21:33:30,780 INFO [train.py:927] (0/8) Epoch 2, batch 8800, giga_loss[loss=0.2444, simple_loss=0.3151, pruned_loss=0.08687, over 12395.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05506, over 181.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3225, pruned_loss=0.08662, over 2477832.63 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07137, over 24675.00 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3581, pruned_loss=0.1026, over 2437138.32 frames. utt_duration=1281 frames, utt_pad_proportion=0.04705, over 7616.70 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.0857, over 2478558.93 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06995, over 26461.77 utterances.], batch size: 181, lr: 1.12e-03
2022-08-20 21:35:38,142 INFO [train.py:927] (0/8) Epoch 2, batch 8850, giga_loss[loss=0.2664, simple_loss=0.3375, pruned_loss=0.09768, over 12389.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3229, pruned_loss=0.08632, over 2477292.56 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07299, over 24435.44 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3584, pruned_loss=0.1028, over 2438108.28 frames. utt_duration=1286 frames, utt_pad_proportion=0.04579, over 7592.11 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3192, pruned_loss=0.08481, over 2478478.37 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0723, over 26513.24 utterances.], batch size: 146, lr: 1.12e-03
2022-08-20 21:37:35,772 INFO [train.py:927] (0/8) Epoch 2, batch 8900, giga_loss[loss=0.2293, simple_loss=0.3053, pruned_loss=0.07659, over 12383.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02889, over 85.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3221, pruned_loss=0.08622, over 2477914.89 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07035, over 24447.65 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3581, pruned_loss=0.1026, over 2438749.48 frames. utt_duration=1283 frames, utt_pad_proportion=0.04611, over 7610.27 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3187, pruned_loss=0.08484, over 2478974.92 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07004, over 26375.11 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:39:34,130 INFO [train.py:927] (0/8) Epoch 2, batch 8950, giga_loss[loss=0.2609, simple_loss=0.3189, pruned_loss=0.1014, over 12349.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1691, over 353.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08649, over 2477998.89 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06889, over 24801.06 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3568, pruned_loss=0.1023, over 2440148.82 frames. utt_duration=1288 frames, utt_pad_proportion=0.04455, over 7586.52 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.08494, over 2479342.13 frames. utt_duration=366.2 frames, utt_pad_proportion=0.06939, over 27167.55 utterances.], batch size: 353, lr: 1.12e-03
2022-08-20 21:41:34,672 INFO [train.py:927] (0/8) Epoch 2, batch 9000, giga_loss[loss=0.2348, simple_loss=0.3223, pruned_loss=0.0736, over 12317.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03648, over 62.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08797, over 2478092.34 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07218, over 25475.52 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3567, pruned_loss=0.1022, over 2440681.99 frames. utt_duration=1286 frames, utt_pad_proportion=0.04455, over 7597.59 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3223, pruned_loss=0.08664, over 2479013.35 frames. utt_duration=362 frames, utt_pad_proportion=0.07241, over 27482.05 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:41:34,702 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 21:41:48,590 INFO [train.py:967] (0/8) Epoch 2, validation: loss=0.2599, simple_loss=0.3981, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 21:43:52,033 INFO [train.py:927] (0/8) Epoch 2, batch 9050, giga_loss[loss=0.1881, simple_loss=0.2775, pruned_loss=0.04935, over 12344.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0294, over 66.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3233, pruned_loss=0.08597, over 2477835.05 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06873, over 24892.03 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3572, pruned_loss=0.1021, over 2440703.58 frames. utt_duration=1288 frames, utt_pad_proportion=0.04441, over 7588.60 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3205, pruned_loss=0.08499, over 2478706.09 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06918, over 26550.54 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:45:51,239 INFO [train.py:927] (0/8) Epoch 2, batch 9100, giga_loss[loss=0.247, simple_loss=0.3152, pruned_loss=0.08944, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03951, over 113.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.323, pruned_loss=0.08546, over 2477961.58 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06472, over 24746.38 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3586, pruned_loss=0.1023, over 2440990.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.04391, over 7573.86 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08428, over 2478884.35 frames. utt_duration=378 frames, utt_pad_proportion=0.06551, over 26313.33 utterances.], batch size: 113, lr: 1.11e-03
2022-08-20 21:48:01,071 INFO [train.py:927] (0/8) Epoch 2, batch 9150, giga_loss[loss=0.2143, simple_loss=0.2946, pruned_loss=0.067, over 12450.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3249, pruned_loss=0.08683, over 2478161.79 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06121, over 24445.36 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3596, pruned_loss=0.1031, over 2440980.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.04377, over 7566.00 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3208, pruned_loss=0.08505, over 2479067.96 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06207, over 25759.12 utterances.], batch size: 75, lr: 1.11e-03
2022-08-20 21:49:55,250 INFO [train.py:927] (0/8) Epoch 2, batch 9200, giga_loss[loss=0.2934, simple_loss=0.3681, pruned_loss=0.1094, over 12435.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.048, over 147.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3273, pruned_loss=0.08957, over 2478432.65 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06567, over 25680.27 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3596, pruned_loss=0.1037, over 2441296.18 frames. utt_duration=1292 frames, utt_pad_proportion=0.04358, over 7569.36 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3239, pruned_loss=0.08759, over 2479189.07 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06621, over 26848.30 utterances.], batch size: 147, lr: 1.11e-03
2022-08-20 21:52:04,040 INFO [train.py:927] (0/8) Epoch 2, batch 9250, giga_loss[loss=0.2236, simple_loss=0.2863, pruned_loss=0.0804, over 12372.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3286, pruned_loss=0.08957, over 2478502.60 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06885, over 26297.47 utterances.], libri_tot_loss[loss=0.2834, simple_loss=0.3593, pruned_loss=0.1037, over 2441303.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.04341, over 7550.70 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3258, pruned_loss=0.08785, over 2479421.39 frames. utt_duration=363.2 frames, utt_pad_proportion=0.06924, over 27397.96 utterances.], batch size: 357, lr: 1.11e-03
2022-08-20 21:54:14,646 INFO [train.py:927] (0/8) Epoch 2, batch 9300, giga_loss[loss=0.2363, simple_loss=0.3172, pruned_loss=0.07766, over 12379.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.0272, over 85.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3273, pruned_loss=0.08901, over 2478294.39 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06981, over 26358.93 utterances.], libri_tot_loss[loss=0.2828, simple_loss=0.3589, pruned_loss=0.1034, over 2441929.62 frames. utt_duration=1299 frames, utt_pad_proportion=0.04262, over 7530.20 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3247, pruned_loss=0.08763, over 2479266.88 frames. utt_duration=359.3 frames, utt_pad_proportion=0.07042, over 27691.02 utterances.], batch size: 85, lr: 1.11e-03
2022-08-20 21:56:16,797 INFO [train.py:927] (0/8) Epoch 2, batch 9350, giga_loss[loss=0.2488, simple_loss=0.3269, pruned_loss=0.08536, over 12381.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.0452, over 146.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3267, pruned_loss=0.08853, over 2479021.00 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07082, over 26081.15 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3592, pruned_loss=0.1035, over 2442631.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.04631, over 7592.17 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3236, pruned_loss=0.08701, over 2479997.74 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07045, over 27506.03 utterances.], batch size: 146, lr: 1.11e-03
2022-08-20 21:57:49,328 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-36000.pt
2022-08-20 21:58:28,017 INFO [train.py:927] (0/8) Epoch 2, batch 9400, giga_loss[loss=0.2235, simple_loss=0.2968, pruned_loss=0.07512, over 12411.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05806, over 182.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3253, pruned_loss=0.08864, over 2478547.32 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07061, over 26339.33 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3588, pruned_loss=0.1032, over 2443096.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.04563, over 7572.50 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3226, pruned_loss=0.0874, over 2479545.05 frames. utt_duration=357.8 frames, utt_pad_proportion=0.07059, over 27809.82 utterances.], batch size: 182, lr: 1.11e-03
2022-08-20 22:00:30,518 INFO [train.py:927] (0/8) Epoch 2, batch 9450, giga_loss[loss=0.2666, simple_loss=0.3508, pruned_loss=0.09123, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03874, over 113.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3229, pruned_loss=0.08623, over 2477839.68 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07127, over 25911.45 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3576, pruned_loss=0.1026, over 2443326.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.0449, over 7551.24 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.321, pruned_loss=0.08542, over 2479199.71 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07149, over 27492.38 utterances.], batch size: 113, lr: 1.11e-03
2022-08-20 22:02:22,832 INFO [train.py:927] (0/8) Epoch 2, batch 9500, giga_loss[loss=0.2277, simple_loss=0.3173, pruned_loss=0.0691, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03015, over 66.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3246, pruned_loss=0.08593, over 2476742.57 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06904, over 24888.22 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3566, pruned_loss=0.1024, over 2443397.14 frames. utt_duration=1300 frames, utt_pad_proportion=0.04364, over 7528.71 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08491, over 2478982.94 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06992, over 26821.31 utterances.], batch size: 66, lr: 1.11e-03
2022-08-20 22:04:32,992 INFO [train.py:927] (0/8) Epoch 2, batch 9550, giga_loss[loss=0.2613, simple_loss=0.3362, pruned_loss=0.09321, over 12429.00 frames. utt_duration=508.5 frames, utt_pad_proportion=0.03695, over 98.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3253, pruned_loss=0.08606, over 2476632.67 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06709, over 24565.47 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3567, pruned_loss=0.1024, over 2444150.63 frames. utt_duration=1300 frames, utt_pad_proportion=0.04309, over 7529.09 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3232, pruned_loss=0.08495, over 2478328.91 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06819, over 26421.32 utterances.], batch size: 98, lr: 1.11e-03
2022-08-20 22:06:46,871 INFO [train.py:927] (0/8) Epoch 2, batch 9600, giga_loss[loss=0.2909, simple_loss=0.3638, pruned_loss=0.109, over 12087.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0402, over 30.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3276, pruned_loss=0.08616, over 2476934.66 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06759, over 25009.89 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.358, pruned_loss=0.1025, over 2444303.69 frames. utt_duration=1302 frames, utt_pad_proportion=0.04272, over 7520.14 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3244, pruned_loss=0.08498, over 2478569.41 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06857, over 26705.25 utterances.], batch size: 30, lr: 1.11e-03
2022-08-20 22:09:00,496 INFO [train.py:927] (0/8) Epoch 2, batch 9650, giga_loss[loss=0.2264, simple_loss=0.3184, pruned_loss=0.06719, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03872, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3284, pruned_loss=0.08577, over 2477437.21 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06479, over 24516.57 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3572, pruned_loss=0.1021, over 2444970.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04246, over 7532.76 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3257, pruned_loss=0.08469, over 2479041.95 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06603, over 26355.79 utterances.], batch size: 37, lr: 1.11e-03
2022-08-20 22:11:21,051 INFO [train.py:927] (0/8) Epoch 2, batch 9700, giga_loss[loss=0.2498, simple_loss=0.3266, pruned_loss=0.0865, over 12407.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04576, over 161.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3277, pruned_loss=0.08544, over 2477927.17 frames. utt_duration=407 frames, utt_pad_proportion=0.06591, over 24426.08 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.357, pruned_loss=0.1021, over 2445121.80 frames. utt_duration=1300 frames, utt_pad_proportion=0.0423, over 7532.48 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3256, pruned_loss=0.08443, over 2479336.25 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06694, over 26018.82 utterances.], batch size: 161, lr: 1.11e-03
2022-08-20 22:13:36,070 INFO [train.py:927] (0/8) Epoch 2, batch 9750, giga_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06956, over 12445.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03783, over 133.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3246, pruned_loss=0.08406, over 2478462.66 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06317, over 23847.27 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3567, pruned_loss=0.102, over 2445298.20 frames. utt_duration=1301 frames, utt_pad_proportion=0.04215, over 7525.82 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.323, pruned_loss=0.08327, over 2479555.86 frames. utt_duration=395.3 frames, utt_pad_proportion=0.0642, over 25166.10 utterances.], batch size: 133, lr: 1.10e-03
2022-08-20 22:15:37,178 INFO [train.py:927] (0/8) Epoch 2, batch 9800, giga_loss[loss=0.2706, simple_loss=0.3412, pruned_loss=0.1001, over 12461.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3238, pruned_loss=0.08317, over 2478683.41 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06356, over 24005.40 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3569, pruned_loss=0.102, over 2445816.28 frames. utt_duration=1301 frames, utt_pad_proportion=0.04177, over 7530.86 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.322, pruned_loss=0.0823, over 2479526.30 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06454, over 25257.88 utterances.], batch size: 80, lr: 1.10e-03
2022-08-20 22:17:27,601 INFO [train.py:927] (0/8) Epoch 2, batch 9850, giga_loss[loss=0.2232, simple_loss=0.3111, pruned_loss=0.06762, over 12470.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3252, pruned_loss=0.0842, over 2477927.03 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06496, over 23110.24 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3564, pruned_loss=0.1022, over 2446282.99 frames. utt_duration=1290 frames, utt_pad_proportion=0.04619, over 7595.24 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3233, pruned_loss=0.08285, over 2479030.78 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06471, over 24472.21 utterances.], batch size: 75, lr: 1.10e-03
2022-08-20 22:19:25,635 INFO [train.py:927] (0/8) Epoch 2, batch 9900, giga_loss[loss=0.2276, simple_loss=0.3149, pruned_loss=0.07019, over 12385.00 frames. utt_duration=661.7 frames, utt_pad_proportion=0.03676, over 75.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3233, pruned_loss=0.08426, over 2477941.61 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06964, over 24315.68 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3567, pruned_loss=0.1023, over 2446659.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.04582, over 7597.29 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3213, pruned_loss=0.08294, over 2478757.72 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06937, over 25524.28 utterances.], batch size: 75, lr: 1.10e-03
2022-08-20 22:21:09,023 INFO [train.py:927] (0/8) Epoch 2, batch 9950, giga_loss[loss=0.3088, simple_loss=0.3761, pruned_loss=0.1208, over 12371.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02827, over 91.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3309, pruned_loss=0.08963, over 2477349.28 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07394, over 24319.23 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3579, pruned_loss=0.1026, over 2446798.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04561, over 7584.37 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3281, pruned_loss=0.08821, over 2478141.34 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07366, over 25424.11 utterances.], batch size: 91, lr: 1.10e-03
2022-08-20 22:22:51,666 INFO [train.py:927] (0/8) Epoch 2, batch 10000, giga_loss[loss=0.2552, simple_loss=0.328, pruned_loss=0.09114, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04799, over 26.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3367, pruned_loss=0.09447, over 2475757.56 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07392, over 23760.55 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.357, pruned_loss=0.1023, over 2447104.96 frames. utt_duration=1297 frames, utt_pad_proportion=0.0448, over 7557.94 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3346, pruned_loss=0.09338, over 2476780.77 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07402, over 25015.84 utterances.], batch size: 26, lr: 1.10e-03
2022-08-20 22:24:32,090 INFO [train.py:927] (0/8) Epoch 2, batch 10050, libri_loss[loss=0.2975, simple_loss=0.3547, pruned_loss=0.1202, over 12478.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007173, over 36.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3322, pruned_loss=0.09399, over 2475556.44 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06983, over 22801.94 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3568, pruned_loss=0.1023, over 2447567.36 frames. utt_duration=1294 frames, utt_pad_proportion=0.04529, over 7577.49 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3305, pruned_loss=0.09301, over 2476307.14 frames. utt_duration=414.3 frames, utt_pad_proportion=0.0701, over 23985.53 utterances.], batch size: 36, lr: 1.10e-03
2022-08-20 22:26:13,360 INFO [train.py:927] (0/8) Epoch 2, batch 10100, giga_loss[loss=0.227, simple_loss=0.2863, pruned_loss=0.08385, over 12393.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3238, pruned_loss=0.09078, over 2474903.83 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06766, over 21783.14 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3563, pruned_loss=0.1022, over 2447815.63 frames. utt_duration=1294 frames, utt_pad_proportion=0.04481, over 7573.80 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3224, pruned_loss=0.08999, over 2475662.65 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06822, over 22918.71 utterances.], batch size: 161, lr: 1.10e-03
2022-08-20 22:27:54,125 INFO [train.py:927] (0/8) Epoch 2, batch 10150, giga_loss[loss=0.2128, simple_loss=0.2829, pruned_loss=0.07137, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03778, over 28.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.316, pruned_loss=0.08738, over 2474293.13 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06855, over 20669.62 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3562, pruned_loss=0.1025, over 2448437.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05372, over 7729.83 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3143, pruned_loss=0.08626, over 2474940.60 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06659, over 21734.66 utterances.], batch size: 28, lr: 1.10e-03
2022-08-20 22:29:36,983 INFO [train.py:927] (0/8) Epoch 2, batch 10200, giga_loss[loss=0.2045, simple_loss=0.2753, pruned_loss=0.06683, over 12387.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3107, pruned_loss=0.08504, over 2474697.53 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06707, over 20252.83 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3559, pruned_loss=0.1023, over 2448725.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05363, over 7745.34 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3087, pruned_loss=0.08393, over 2475530.83 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06568, over 21361.23 utterances.], batch size: 133, lr: 1.10e-03
2022-08-20 22:31:21,642 INFO [train.py:927] (0/8) Epoch 2, batch 10250, giga_loss[loss=0.2181, simple_loss=0.2778, pruned_loss=0.07918, over 12352.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02925, over 91.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3047, pruned_loss=0.08215, over 2473639.05 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06511, over 19876.78 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3556, pruned_loss=0.1024, over 2448588.20 frames. utt_duration=1269 frames, utt_pad_proportion=0.05282, over 7724.61 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3025, pruned_loss=0.08084, over 2474883.14 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06442, over 20998.58 utterances.], batch size: 91, lr: 1.10e-03
2022-08-20 22:33:04,232 INFO [train.py:927] (0/8) Epoch 2, batch 10300, giga_loss[loss=0.2004, simple_loss=0.2727, pruned_loss=0.0641, over 12435.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.0293, over 80.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.2991, pruned_loss=0.07968, over 2473896.38 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06501, over 19902.89 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3558, pruned_loss=0.1027, over 2448693.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05337, over 7749.98 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.2969, pruned_loss=0.07833, over 2474886.84 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06432, over 20809.34 utterances.], batch size: 80, lr: 1.10e-03
2022-08-20 22:34:46,076 INFO [train.py:927] (0/8) Epoch 2, batch 10350, giga_loss[loss=0.2041, simple_loss=0.2767, pruned_loss=0.06576, over 12449.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04347, over 134.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.296, pruned_loss=0.07834, over 2473556.73 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06948, over 20029.99 utterances.], libri_tot_loss[loss=0.2834, simple_loss=0.3582, pruned_loss=0.1043, over 2448734.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05723, over 7811.98 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.2916, pruned_loss=0.07559, over 2474643.54 frames. utt_duration=476 frames, utt_pad_proportion=0.06774, over 20859.40 utterances.], batch size: 134, lr: 1.10e-03
2022-08-20 22:36:27,920 INFO [train.py:927] (0/8) Epoch 2, batch 10400, giga_loss[loss=0.2311, simple_loss=0.2936, pruned_loss=0.08429, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.039, over 113.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.2941, pruned_loss=0.07748, over 2474376.28 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06622, over 19576.32 utterances.], libri_tot_loss[loss=0.2834, simple_loss=0.3582, pruned_loss=0.1043, over 2449147.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.05618, over 7805.63 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2888, pruned_loss=0.07453, over 2475561.81 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06543, over 20579.18 utterances.], batch size: 113, lr: 1.09e-03
2022-08-20 22:38:09,977 INFO [train.py:927] (0/8) Epoch 2, batch 10450, giga_loss[loss=0.2599, simple_loss=0.338, pruned_loss=0.0909, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04291, over 34.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3081, pruned_loss=0.08618, over 2474311.97 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06944, over 20039.18 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3575, pruned_loss=0.1041, over 2449543.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05536, over 7785.68 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3031, pruned_loss=0.08352, over 2475439.24 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06904, over 21124.41 utterances.], batch size: 34, lr: 1.09e-03
2022-08-20 22:39:53,314 INFO [train.py:927] (0/8) Epoch 2, batch 10500, giga_loss[loss=0.2985, simple_loss=0.3768, pruned_loss=0.11, over 12347.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03562, over 104.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3184, pruned_loss=0.09071, over 2474630.97 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06876, over 19961.33 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3571, pruned_loss=0.1041, over 2450004.30 frames. utt_duration=1265 frames, utt_pad_proportion=0.05411, over 7755.54 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3135, pruned_loss=0.0881, over 2475794.86 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06899, over 21187.05 utterances.], batch size: 104, lr: 1.09e-03
2022-08-20 22:41:35,436 INFO [train.py:927] (0/8) Epoch 2, batch 10550, giga_loss[loss=0.2987, simple_loss=0.3696, pruned_loss=0.1139, over 12376.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0597, over 182.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3232, pruned_loss=0.09157, over 2474204.44 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06616, over 19631.64 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.357, pruned_loss=0.1037, over 2449823.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05333, over 7729.67 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3188, pruned_loss=0.08964, over 2475733.42 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06683, over 20846.74 utterances.], batch size: 182, lr: 1.09e-03
2022-08-20 22:43:18,809 INFO [train.py:927] (0/8) Epoch 2, batch 10600, giga_loss[loss=0.2677, simple_loss=0.3342, pruned_loss=0.1006, over 12328.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.328, pruned_loss=0.0944, over 2474166.58 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06666, over 19109.34 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3574, pruned_loss=0.1038, over 2450205.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.05336, over 7750.34 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3239, pruned_loss=0.09267, over 2475255.95 frames. utt_duration=493 frames, utt_pad_proportion=0.06722, over 20145.13 utterances.], batch size: 85, lr: 1.09e-03
2022-08-20 22:45:02,944 INFO [train.py:927] (0/8) Epoch 2, batch 10650, libri_loss[loss=0.2703, simple_loss=0.3906, pruned_loss=0.07501, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006567, over 34.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3335, pruned_loss=0.09644, over 2474683.50 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06304, over 18540.63 utterances.], libri_tot_loss[loss=0.2824, simple_loss=0.3581, pruned_loss=0.1033, over 2450764.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.05214, over 7723.22 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3289, pruned_loss=0.09528, over 2475677.14 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06421, over 19682.81 utterances.], batch size: 34, lr: 1.09e-03
2022-08-20 22:46:47,374 INFO [train.py:927] (0/8) Epoch 2, batch 10700, giga_loss[loss=0.283, simple_loss=0.3601, pruned_loss=0.1029, over 12365.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3375, pruned_loss=0.09854, over 2474640.58 frames. utt_duration=543 frames, utt_pad_proportion=0.0633, over 18277.85 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3576, pruned_loss=0.1032, over 2450746.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.05084, over 7699.02 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3336, pruned_loss=0.09763, over 2476270.35 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06488, over 19574.77 utterances.], batch size: 70, lr: 1.09e-03
2022-08-20 22:48:29,665 INFO [train.py:927] (0/8) Epoch 2, batch 10750, giga_loss[loss=0.2641, simple_loss=0.3455, pruned_loss=0.09129, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3396, pruned_loss=0.09872, over 2473832.07 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06505, over 18148.90 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3574, pruned_loss=0.1031, over 2450690.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05068, over 7690.52 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3367, pruned_loss=0.09802, over 2475276.25 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0663, over 19223.74 utterances.], batch size: 42, lr: 1.09e-03
2022-08-20 22:50:13,673 INFO [train.py:927] (0/8) Epoch 2, batch 10800, giga_loss[loss=0.247, simple_loss=0.3235, pruned_loss=0.08522, over 12444.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3381, pruned_loss=0.09693, over 2473808.65 frames. utt_duration=562.5 frames, utt_pad_proportion=0.0635, over 17638.70 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3562, pruned_loss=0.1028, over 2451532.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.04975, over 7667.59 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3364, pruned_loss=0.09658, over 2474726.21 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06503, over 18742.86 utterances.], batch size: 105, lr: 1.09e-03
2022-08-20 22:51:57,787 INFO [train.py:927] (0/8) Epoch 2, batch 10850, giga_loss[loss=0.2778, simple_loss=0.3394, pruned_loss=0.1081, over 12227.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03045, over 39.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3408, pruned_loss=0.1004, over 2473546.53 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06459, over 17618.38 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3556, pruned_loss=0.1027, over 2451881.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.04902, over 7664.73 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3395, pruned_loss=0.1001, over 2474560.55 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0662, over 18771.10 utterances.], batch size: 39, lr: 1.09e-03
2022-08-20 22:53:39,145 INFO [train.py:927] (0/8) Epoch 2, batch 10900, giga_loss[loss=0.2786, simple_loss=0.3412, pruned_loss=0.108, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3425, pruned_loss=0.1023, over 2473768.71 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06234, over 16932.07 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3554, pruned_loss=0.1022, over 2452433.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.04794, over 7640.91 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3412, pruned_loss=0.1025, over 2474875.13 frames. utt_duration=544 frames, utt_pad_proportion=0.06446, over 18247.11 utterances.], batch size: 97, lr: 1.09e-03
2022-08-20 22:55:24,501 INFO [train.py:927] (0/8) Epoch 2, batch 10950, giga_loss[loss=0.37, simple_loss=0.3952, pruned_loss=0.1724, over 12381.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3415, pruned_loss=0.1032, over 2473652.96 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06381, over 17124.59 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3552, pruned_loss=0.1024, over 2452486.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.04759, over 7628.53 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3406, pruned_loss=0.1032, over 2474668.40 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06556, over 18251.10 utterances.], batch size: 257, lr: 1.09e-03
2022-08-20 22:57:09,304 INFO [train.py:927] (0/8) Epoch 2, batch 11000, libri_loss[loss=0.228, simple_loss=0.3182, pruned_loss=0.06897, over 12405.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006859, over 30.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3405, pruned_loss=0.1024, over 2474155.15 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06321, over 17296.92 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3544, pruned_loss=0.1021, over 2452559.48 frames. utt_duration=1293 frames, utt_pad_proportion=0.04663, over 7594.06 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3401, pruned_loss=0.1026, over 2475457.05 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06517, over 18494.74 utterances.], batch size: 30, lr: 1.09e-03
2022-08-20 22:58:55,040 INFO [train.py:927] (0/8) Epoch 2, batch 11050, giga_loss[loss=0.2253, simple_loss=0.2971, pruned_loss=0.07668, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0277, over 48.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3376, pruned_loss=0.1006, over 2474470.34 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06018, over 17493.07 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3547, pruned_loss=0.1025, over 2452730.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.04563, over 7567.71 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3365, pruned_loss=0.1005, over 2476002.53 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06244, over 18767.92 utterances.], batch size: 48, lr: 1.09e-03
2022-08-20 23:00:40,113 INFO [train.py:927] (0/8) Epoch 2, batch 11100, giga_loss[loss=0.2355, simple_loss=0.3076, pruned_loss=0.08167, over 12418.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3319, pruned_loss=0.0973, over 2474644.20 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06277, over 18121.75 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3548, pruned_loss=0.1025, over 2453041.67 frames. utt_duration=1298 frames, utt_pad_proportion=0.04604, over 7566.11 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3307, pruned_loss=0.09713, over 2475966.02 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06435, over 19312.31 utterances.], batch size: 146, lr: 1.08e-03
2022-08-20 23:02:24,871 INFO [train.py:927] (0/8) Epoch 2, batch 11150, giga_loss[loss=0.2555, simple_loss=0.3194, pruned_loss=0.09583, over 12436.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03714, over 43.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3298, pruned_loss=0.09531, over 2473644.57 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06265, over 17554.24 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3547, pruned_loss=0.102, over 2453754.74 frames. utt_duration=1304 frames, utt_pad_proportion=0.04475, over 7533.03 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3279, pruned_loss=0.09533, over 2475008.22 frames. utt_duration=522 frames, utt_pad_proportion=0.06472, over 19019.28 utterances.], batch size: 43, lr: 1.08e-03
2022-08-20 23:04:06,568 INFO [train.py:927] (0/8) Epoch 2, batch 11200, giga_loss[loss=0.2288, simple_loss=0.2884, pruned_loss=0.08454, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.03965, over 31.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3277, pruned_loss=0.09419, over 2473451.15 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06211, over 17304.95 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3543, pruned_loss=0.1018, over 2454095.02 frames. utt_duration=1308 frames, utt_pad_proportion=0.04409, over 7514.50 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3261, pruned_loss=0.09426, over 2474576.88 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06416, over 18660.45 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:05:48,854 INFO [train.py:927] (0/8) Epoch 2, batch 11250, giga_loss[loss=0.2187, simple_loss=0.2935, pruned_loss=0.07199, over 12407.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.04048, over 123.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3259, pruned_loss=0.09385, over 2473542.62 frames. utt_duration=585.6 frames, utt_pad_proportion=0.0585, over 16939.13 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3556, pruned_loss=0.1025, over 2454581.24 frames. utt_duration=1308 frames, utt_pad_proportion=0.04336, over 7513.75 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3228, pruned_loss=0.09312, over 2474421.44 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06083, over 18235.87 utterances.], batch size: 123, lr: 1.08e-03
2022-08-20 23:07:32,723 INFO [train.py:927] (0/8) Epoch 2, batch 11300, giga_loss[loss=0.2148, simple_loss=0.2858, pruned_loss=0.07189, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04772, over 31.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3209, pruned_loss=0.09119, over 2473395.41 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05477, over 16297.56 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3556, pruned_loss=0.1029, over 2454699.99 frames. utt_duration=1309 frames, utt_pad_proportion=0.04267, over 7506.95 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3178, pruned_loss=0.09009, over 2474391.06 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05733, over 17538.37 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:09:15,067 INFO [train.py:927] (0/8) Epoch 2, batch 11350, giga_loss[loss=0.2325, simple_loss=0.3038, pruned_loss=0.08054, over 12182.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03735, over 28.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3178, pruned_loss=0.0897, over 2472723.84 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05396, over 16187.88 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3557, pruned_loss=0.1028, over 2454910.02 frames. utt_duration=1310 frames, utt_pad_proportion=0.04201, over 7501.89 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3146, pruned_loss=0.08862, over 2473650.17 frames. utt_duration=572.5 frames, utt_pad_proportion=0.0564, over 17330.08 utterances.], batch size: 28, lr: 1.08e-03
2022-08-20 23:10:29,676 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-38000.pt
2022-08-20 23:11:06,280 INFO [train.py:927] (0/8) Epoch 2, batch 11400, giga_loss[loss=0.2504, simple_loss=0.313, pruned_loss=0.09388, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03246, over 39.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3141, pruned_loss=0.08744, over 2473041.34 frames. utt_duration=635.7 frames, utt_pad_proportion=0.0506, over 15598.84 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3567, pruned_loss=0.103, over 2455430.88 frames. utt_duration=1309 frames, utt_pad_proportion=0.0419, over 7512.31 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3102, pruned_loss=0.08626, over 2473560.13 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05293, over 16600.72 utterances.], batch size: 39, lr: 1.08e-03
2022-08-20 23:12:46,581 INFO [train.py:927] (0/8) Epoch 2, batch 11450, giga_loss[loss=0.2172, simple_loss=0.293, pruned_loss=0.0707, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04748, over 34.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3125, pruned_loss=0.08727, over 2472697.93 frames. utt_duration=653.9 frames, utt_pad_proportion=0.05063, over 15160.08 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3564, pruned_loss=0.1035, over 2455664.56 frames. utt_duration=1299 frames, utt_pad_proportion=0.04576, over 7571.37 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3081, pruned_loss=0.08539, over 2473493.99 frames. utt_duration=613 frames, utt_pad_proportion=0.05096, over 16180.51 utterances.], batch size: 34, lr: 1.08e-03
2022-08-20 23:14:31,436 INFO [train.py:927] (0/8) Epoch 2, batch 11500, giga_loss[loss=0.2235, simple_loss=0.3018, pruned_loss=0.07255, over 12372.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03165, over 62.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3155, pruned_loss=0.08913, over 2473044.87 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05209, over 15446.35 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3564, pruned_loss=0.1034, over 2455914.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.04508, over 7570.96 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3113, pruned_loss=0.08742, over 2473773.40 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05262, over 16402.22 utterances.], batch size: 62, lr: 1.08e-03
2022-08-20 23:16:14,790 INFO [train.py:927] (0/8) Epoch 2, batch 11550, giga_loss[loss=0.2873, simple_loss=0.3583, pruned_loss=0.1082, over 12439.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04148, over 114.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3249, pruned_loss=0.09584, over 2473095.35 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05865, over 16793.60 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3558, pruned_loss=0.1031, over 2455927.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04422, over 7551.94 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3213, pruned_loss=0.0945, over 2474030.93 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05916, over 17764.11 utterances.], batch size: 114, lr: 1.08e-03
2022-08-20 23:17:58,652 INFO [train.py:927] (0/8) Epoch 2, batch 11600, giga_loss[loss=0.3225, simple_loss=0.3774, pruned_loss=0.1338, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03626, over 40.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3314, pruned_loss=0.09888, over 2473346.05 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05904, over 17449.14 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3552, pruned_loss=0.1029, over 2456270.95 frames. utt_duration=1303 frames, utt_pad_proportion=0.04389, over 7547.95 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3285, pruned_loss=0.09784, over 2474100.94 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05961, over 18384.86 utterances.], batch size: 40, lr: 1.08e-03
2022-08-20 23:19:41,391 INFO [train.py:927] (0/8) Epoch 2, batch 11650, giga_loss[loss=0.2399, simple_loss=0.318, pruned_loss=0.08094, over 12438.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05073, over 162.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3381, pruned_loss=0.1027, over 2473470.03 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06102, over 18210.95 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.355, pruned_loss=0.1029, over 2456445.59 frames. utt_duration=1305 frames, utt_pad_proportion=0.04376, over 7539.21 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3359, pruned_loss=0.1019, over 2473990.31 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06144, over 18988.72 utterances.], batch size: 162, lr: 1.08e-03
2022-08-20 23:21:22,629 INFO [train.py:927] (0/8) Epoch 2, batch 11700, libri_loss[loss=0.2367, simple_loss=0.3084, pruned_loss=0.08252, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008069, over 30.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3375, pruned_loss=0.0998, over 2473046.64 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06057, over 17402.68 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3554, pruned_loss=0.1025, over 2456920.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.04295, over 7525.64 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3343, pruned_loss=0.0994, over 2474034.08 frames. utt_duration=532 frames, utt_pad_proportion=0.06159, over 18655.00 utterances.], batch size: 30, lr: 1.08e-03
2022-08-20 23:23:04,242 INFO [train.py:927] (0/8) Epoch 2, batch 11750, giga_loss[loss=0.3213, simple_loss=0.3819, pruned_loss=0.1303, over 12362.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06048, over 182.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.336, pruned_loss=0.09864, over 2473783.13 frames. utt_duration=555.5 frames, utt_pad_proportion=0.062, over 17861.08 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3545, pruned_loss=0.1022, over 2457736.39 frames. utt_duration=1312 frames, utt_pad_proportion=0.04185, over 7500.62 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3337, pruned_loss=0.09852, over 2474353.03 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06336, over 19209.48 utterances.], batch size: 182, lr: 1.08e-03
2022-08-20 23:24:48,636 INFO [train.py:927] (0/8) Epoch 2, batch 11800, giga_loss[loss=0.29, simple_loss=0.3521, pruned_loss=0.1139, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3372, pruned_loss=0.1005, over 2473995.62 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06149, over 17574.23 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.354, pruned_loss=0.1029, over 2458068.25 frames. utt_duration=1314 frames, utt_pad_proportion=0.04136, over 7490.18 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3356, pruned_loss=0.09959, over 2474358.94 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06288, over 18781.29 utterances.], batch size: 48, lr: 1.08e-03
2022-08-20 23:26:33,423 INFO [train.py:927] (0/8) Epoch 2, batch 11850, giga_loss[loss=0.3636, simple_loss=0.4069, pruned_loss=0.1602, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04457, over 146.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3392, pruned_loss=0.1016, over 2473732.79 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06285, over 17556.50 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.354, pruned_loss=0.1029, over 2458045.18 frames. utt_duration=1316 frames, utt_pad_proportion=0.04091, over 7477.87 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3377, pruned_loss=0.1009, over 2474268.00 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06416, over 18658.18 utterances.], batch size: 146, lr: 1.07e-03
2022-08-20 23:28:17,693 INFO [train.py:927] (0/8) Epoch 2, batch 11900, libri_loss[loss=0.2871, simple_loss=0.373, pruned_loss=0.1005, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006808, over 36.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3406, pruned_loss=0.1028, over 2474785.62 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06161, over 17561.83 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3541, pruned_loss=0.1029, over 2458320.75 frames. utt_duration=1316 frames, utt_pad_proportion=0.04043, over 7478.68 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3392, pruned_loss=0.1023, over 2475189.72 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06299, over 18566.09 utterances.], batch size: 36, lr: 1.07e-03
2022-08-20 23:30:01,237 INFO [train.py:927] (0/8) Epoch 2, batch 11950, giga_loss[loss=0.2886, simple_loss=0.3485, pruned_loss=0.1144, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03656, over 37.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3408, pruned_loss=0.1017, over 2474654.22 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06137, over 17241.08 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3541, pruned_loss=0.1028, over 2458482.15 frames. utt_duration=1318 frames, utt_pad_proportion=0.04031, over 7470.29 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3395, pruned_loss=0.1014, over 2474893.29 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06257, over 18083.41 utterances.], batch size: 37, lr: 1.07e-03
2022-08-20 23:31:43,591 INFO [train.py:927] (0/8) Epoch 2, batch 12000, giga_loss[loss=0.2597, simple_loss=0.3387, pruned_loss=0.09037, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3426, pruned_loss=0.1006, over 2473103.25 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06343, over 16995.18 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3551, pruned_loss=0.1024, over 2458674.42 frames. utt_duration=1324 frames, utt_pad_proportion=0.03938, over 7435.96 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3403, pruned_loss=0.1006, over 2473680.52 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06499, over 18074.83 utterances.], batch size: 42, lr: 1.07e-03
2022-08-20 23:31:43,619 INFO [train.py:958] (0/8) Computing validation loss
2022-08-20 23:31:57,444 INFO [train.py:967] (0/8) Epoch 2, validation: loss=0.2301, simple_loss=0.3386, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 23:33:39,109 INFO [train.py:927] (0/8) Epoch 2, batch 12050, libri_loss[loss=0.2171, simple_loss=0.2895, pruned_loss=0.07235, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009456, over 29.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3407, pruned_loss=0.1001, over 2473139.80 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06372, over 16525.46 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.355, pruned_loss=0.1026, over 2458759.19 frames. utt_duration=1312 frames, utt_pad_proportion=0.04339, over 7504.65 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3388, pruned_loss=0.09995, over 2473731.15 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06372, over 17447.69 utterances.], batch size: 29, lr: 1.07e-03
2022-08-20 23:35:20,512 INFO [train.py:927] (0/8) Epoch 2, batch 12100, giga_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08981, over 12175.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04407, over 28.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3399, pruned_loss=0.1, over 2472214.85 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06218, over 16208.70 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3552, pruned_loss=0.1029, over 2458884.12 frames. utt_duration=1312 frames, utt_pad_proportion=0.04293, over 7504.06 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3379, pruned_loss=0.09959, over 2472761.79 frames. utt_duration=581 frames, utt_pad_proportion=0.06257, over 17068.22 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:37:01,611 INFO [train.py:927] (0/8) Epoch 2, batch 12150, giga_loss[loss=0.2875, simple_loss=0.3615, pruned_loss=0.1068, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04295, over 28.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3436, pruned_loss=0.1011, over 2472042.65 frames. utt_duration=633.5 frames, utt_pad_proportion=0.06024, over 15646.28 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3572, pruned_loss=0.1033, over 2460124.41 frames. utt_duration=1298 frames, utt_pad_proportion=0.04693, over 7589.67 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3395, pruned_loss=0.1003, over 2472033.28 frames. utt_duration=592 frames, utt_pad_proportion=0.05958, over 16746.48 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:38:45,896 INFO [train.py:927] (0/8) Epoch 2, batch 12200, giga_loss[loss=0.2683, simple_loss=0.3432, pruned_loss=0.09668, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03075, over 42.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3423, pruned_loss=0.1003, over 2472447.05 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05752, over 15396.87 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3567, pruned_loss=0.1029, over 2460296.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04635, over 7585.96 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3393, pruned_loss=0.09988, over 2472491.37 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05747, over 16410.98 utterances.], batch size: 42, lr: 1.07e-03
2022-08-20 23:40:27,734 INFO [train.py:927] (0/8) Epoch 2, batch 12250, giga_loss[loss=0.2668, simple_loss=0.324, pruned_loss=0.1048, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03554, over 40.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3392, pruned_loss=0.09881, over 2472531.43 frames. utt_duration=650.6 frames, utt_pad_proportion=0.05808, over 15237.39 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3563, pruned_loss=0.1028, over 2460418.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04593, over 7593.09 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3368, pruned_loss=0.0986, over 2472665.13 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05825, over 16162.46 utterances.], batch size: 40, lr: 1.07e-03
2022-08-20 23:42:09,944 INFO [train.py:927] (0/8) Epoch 2, batch 12300, giga_loss[loss=0.2421, simple_loss=0.3081, pruned_loss=0.08802, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02888, over 42.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3365, pruned_loss=0.0977, over 2472199.33 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05942, over 15582.73 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3552, pruned_loss=0.1023, over 2460730.48 frames. utt_duration=1301 frames, utt_pad_proportion=0.04481, over 7572.60 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.335, pruned_loss=0.0978, over 2472480.98 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06015, over 16630.93 utterances.], batch size: 42, lr: 1.07e-03
2022-08-20 23:43:50,619 INFO [train.py:927] (0/8) Epoch 2, batch 12350, giga_loss[loss=0.26, simple_loss=0.3318, pruned_loss=0.09406, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03587, over 105.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.335, pruned_loss=0.09715, over 2472196.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.05494, over 14934.44 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3543, pruned_loss=0.1019, over 2460670.68 frames. utt_duration=1304 frames, utt_pad_proportion=0.04375, over 7554.22 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3338, pruned_loss=0.09739, over 2472950.40 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05653, over 16111.14 utterances.], batch size: 105, lr: 1.07e-03
2022-08-20 23:45:31,182 INFO [train.py:927] (0/8) Epoch 2, batch 12400, giga_loss[loss=0.2147, simple_loss=0.2908, pruned_loss=0.06933, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03012, over 45.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3305, pruned_loss=0.09547, over 2472103.76 frames. utt_duration=668.3 frames, utt_pad_proportion=0.05418, over 14829.26 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3545, pruned_loss=0.1023, over 2460770.46 frames. utt_duration=1291 frames, utt_pad_proportion=0.04822, over 7632.27 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3293, pruned_loss=0.09528, over 2472713.84 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05357, over 15752.05 utterances.], batch size: 45, lr: 1.07e-03
2022-08-20 23:47:13,495 INFO [train.py:927] (0/8) Epoch 2, batch 12450, giga_loss[loss=0.2134, simple_loss=0.2856, pruned_loss=0.07059, over 12178.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03315, over 36.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3271, pruned_loss=0.09422, over 2471599.31 frames. utt_duration=655.8 frames, utt_pad_proportion=0.0575, over 15109.03 utterances.], libri_tot_loss[loss=0.2786, simple_loss=0.3534, pruned_loss=0.1019, over 2460226.53 frames. utt_duration=1299 frames, utt_pad_proportion=0.04714, over 7582.73 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3263, pruned_loss=0.09419, over 2472861.08 frames. utt_duration=616 frames, utt_pad_proportion=0.05729, over 16096.99 utterances.], batch size: 36, lr: 1.07e-03
2022-08-20 23:48:55,401 INFO [train.py:927] (0/8) Epoch 2, batch 12500, giga_loss[loss=0.2307, simple_loss=0.2996, pruned_loss=0.08091, over 12388.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04455, over 26.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3279, pruned_loss=0.0948, over 2471712.48 frames. utt_duration=646.2 frames, utt_pad_proportion=0.05403, over 15335.80 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3538, pruned_loss=0.1022, over 2460199.27 frames. utt_duration=1299 frames, utt_pad_proportion=0.04681, over 7583.97 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3263, pruned_loss=0.09439, over 2472991.06 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05429, over 16289.68 utterances.], batch size: 26, lr: 1.07e-03
2022-08-20 23:50:36,487 INFO [train.py:927] (0/8) Epoch 2, batch 12550, giga_loss[loss=0.2302, simple_loss=0.2977, pruned_loss=0.08132, over 12477.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04501, over 34.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3293, pruned_loss=0.09563, over 2471974.80 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05955, over 16052.34 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3532, pruned_loss=0.1022, over 2460331.09 frames. utt_duration=1305 frames, utt_pad_proportion=0.04575, over 7551.79 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3279, pruned_loss=0.09506, over 2473233.16 frames. utt_duration=580 frames, utt_pad_proportion=0.06001, over 17101.35 utterances.], batch size: 34, lr: 1.06e-03
2022-08-20 23:52:18,837 INFO [train.py:927] (0/8) Epoch 2, batch 12600, libri_loss[loss=0.2594, simple_loss=0.329, pruned_loss=0.09486, over 12177.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008338, over 30.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3297, pruned_loss=0.09538, over 2472241.37 frames. utt_duration=590.6 frames, utt_pad_proportion=0.0596, over 16785.90 utterances.], libri_tot_loss[loss=0.2782, simple_loss=0.3522, pruned_loss=0.102, over 2460366.06 frames. utt_duration=1311 frames, utt_pad_proportion=0.04461, over 7514.01 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3286, pruned_loss=0.09487, over 2473590.64 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06054, over 17933.93 utterances.], batch size: 30, lr: 1.06e-03
2022-08-20 23:54:00,148 INFO [train.py:927] (0/8) Epoch 2, batch 12650, giga_loss[loss=0.2202, simple_loss=0.2872, pruned_loss=0.07657, over 12433.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04779, over 34.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3293, pruned_loss=0.09461, over 2472971.97 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05928, over 17144.07 utterances.], libri_tot_loss[loss=0.2779, simple_loss=0.352, pruned_loss=0.1019, over 2460861.16 frames. utt_duration=1311 frames, utt_pad_proportion=0.04387, over 7516.08 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3282, pruned_loss=0.09418, over 2473875.51 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06041, over 18256.48 utterances.], batch size: 34, lr: 1.06e-03
2022-08-20 23:55:43,288 INFO [train.py:927] (0/8) Epoch 2, batch 12700, giga_loss[loss=0.2237, simple_loss=0.3025, pruned_loss=0.07245, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.025, over 45.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3325, pruned_loss=0.09603, over 2473371.91 frames. utt_duration=587 frames, utt_pad_proportion=0.05542, over 16896.86 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3543, pruned_loss=0.103, over 2461055.67 frames. utt_duration=1314 frames, utt_pad_proportion=0.04283, over 7498.77 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3289, pruned_loss=0.09451, over 2474262.19 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05709, over 18057.67 utterances.], batch size: 45, lr: 1.06e-03
2022-08-20 23:57:24,096 INFO [train.py:927] (0/8) Epoch 2, batch 12750, giga_loss[loss=0.4087, simple_loss=0.4175, pruned_loss=0.1999, over 12381.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3385, pruned_loss=0.1026, over 2473063.87 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05411, over 17285.10 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3541, pruned_loss=0.1037, over 2461114.03 frames. utt_duration=1316 frames, utt_pad_proportion=0.04258, over 7486.97 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3351, pruned_loss=0.1005, over 2474100.85 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05575, over 18540.99 utterances.], batch size: 146, lr: 1.06e-03
2022-08-20 23:59:06,147 INFO [train.py:927] (0/8) Epoch 2, batch 12800, giga_loss[loss=0.4102, simple_loss=0.431, pruned_loss=0.1947, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02907, over 91.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3624, pruned_loss=0.1328, over 2473525.57 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05737, over 17479.91 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3584, pruned_loss=0.1106, over 2461657.67 frames. utt_duration=1317 frames, utt_pad_proportion=0.04171, over 7486.33 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3557, pruned_loss=0.1254, over 2474315.08 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05895, over 18840.57 utterances.], batch size: 91, lr: 1.06e-03
2022-08-21 00:00:48,472 INFO [train.py:927] (0/8) Epoch 2, batch 12850, giga_loss[loss=0.395, simple_loss=0.3971, pruned_loss=0.1965, over 12375.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04298, over 26.00 utterances.], tot_loss[loss=0.3326, simple_loss=0.3733, pruned_loss=0.1459, over 2473647.95 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05653, over 17431.49 utterances.], libri_tot_loss[loss=0.2923, simple_loss=0.3594, pruned_loss=0.1126, over 2461717.14 frames. utt_duration=1319 frames, utt_pad_proportion=0.04126, over 7472.09 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3672, pruned_loss=0.1386, over 2474377.24 frames. utt_duration=531.9 frames, utt_pad_proportion=0.0581, over 18659.81 utterances.], batch size: 26, lr: 1.06e-03
2022-08-21 00:02:29,971 INFO [train.py:927] (0/8) Epoch 2, batch 12900, giga_loss[loss=0.388, simple_loss=0.4048, pruned_loss=0.1856, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04157, over 133.00 utterances.], tot_loss[loss=0.3404, simple_loss=0.3779, pruned_loss=0.1515, over 2473139.64 frames. utt_duration=542.1 frames, utt_pad_proportion=0.0585, over 18299.36 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3609, pruned_loss=0.1152, over 2461633.55 frames. utt_duration=1320 frames, utt_pad_proportion=0.04094, over 7470.37 utterances.], giga_tot_loss[loss=0.3298, simple_loss=0.3719, pruned_loss=0.1438, over 2473896.31 frames. utt_duration=512.6 frames, utt_pad_proportion=0.05975, over 19360.58 utterances.], batch size: 133, lr: 1.06e-03
2022-08-21 00:04:10,976 INFO [train.py:927] (0/8) Epoch 2, batch 12950, giga_loss[loss=0.396, simple_loss=0.4186, pruned_loss=0.1867, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.0531, over 161.00 utterances.], tot_loss[loss=0.3413, simple_loss=0.3773, pruned_loss=0.1526, over 2473167.49 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05889, over 18619.44 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3627, pruned_loss=0.1193, over 2461479.46 frames. utt_duration=1319 frames, utt_pad_proportion=0.04046, over 7474.03 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3714, pruned_loss=0.1439, over 2474208.99 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06018, over 19756.67 utterances.], batch size: 161, lr: 1.06e-03
2022-08-21 00:05:50,448 INFO [train.py:927] (0/8) Epoch 2, batch 13000, libri_loss[loss=0.3067, simple_loss=0.3571, pruned_loss=0.1281, over 12190.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.02775, over 27.00 utterances.], tot_loss[loss=0.3376, simple_loss=0.3764, pruned_loss=0.1494, over 2473150.85 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05618, over 18422.20 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.363, pruned_loss=0.12, over 2461114.62 frames. utt_duration=1324 frames, utt_pad_proportion=0.04003, over 7442.76 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.3717, pruned_loss=0.1424, over 2474527.34 frames. utt_duration=507.7 frames, utt_pad_proportion=0.05759, over 19554.38 utterances.], batch size: 27, lr: 1.06e-03
2022-08-21 00:07:29,894 INFO [train.py:927] (0/8) Epoch 2, batch 13050, giga_loss[loss=0.3471, simple_loss=0.3832, pruned_loss=0.1555, over 12408.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03416, over 80.00 utterances.], tot_loss[loss=0.3346, simple_loss=0.3747, pruned_loss=0.1472, over 2474092.80 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05393, over 17980.10 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.364, pruned_loss=0.1214, over 2461394.08 frames. utt_duration=1323 frames, utt_pad_proportion=0.0395, over 7450.86 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3703, pruned_loss=0.141, over 2475164.94 frames. utt_duration=520.9 frames, utt_pad_proportion=0.0555, over 19060.76 utterances.], batch size: 80, lr: 1.06e-03
2022-08-21 00:09:13,398 INFO [train.py:927] (0/8) Epoch 2, batch 13100, giga_loss[loss=0.4389, simple_loss=0.4099, pruned_loss=0.2339, over 12458.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04061, over 31.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3702, pruned_loss=0.1444, over 2473896.36 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05083, over 17532.35 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.3641, pruned_loss=0.1219, over 2461547.49 frames. utt_duration=1324 frames, utt_pad_proportion=0.0391, over 7443.10 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3668, pruned_loss=0.1393, over 2474777.14 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05246, over 18532.66 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:10:54,026 INFO [train.py:927] (0/8) Epoch 2, batch 13150, giga_loss[loss=0.2888, simple_loss=0.3397, pruned_loss=0.119, over 12365.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.02952, over 51.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3718, pruned_loss=0.1455, over 2473905.23 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05577, over 18015.56 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.368, pruned_loss=0.1246, over 2461817.05 frames. utt_duration=1307 frames, utt_pad_proportion=0.04135, over 7540.86 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3656, pruned_loss=0.1395, over 2474747.37 frames. utt_duration=520.7 frames, utt_pad_proportion=0.05617, over 19064.55 utterances.], batch size: 51, lr: 1.06e-03
2022-08-21 00:12:34,208 INFO [train.py:927] (0/8) Epoch 2, batch 13200, giga_loss[loss=0.259, simple_loss=0.3091, pruned_loss=0.1044, over 12359.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04862, over 31.00 utterances.], tot_loss[loss=0.3225, simple_loss=0.3646, pruned_loss=0.1402, over 2473198.58 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05194, over 17171.84 utterances.], libri_tot_loss[loss=0.3096, simple_loss=0.3683, pruned_loss=0.1255, over 2461407.51 frames. utt_duration=1310 frames, utt_pad_proportion=0.04091, over 7522.85 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3595, pruned_loss=0.135, over 2474339.39 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05268, over 18140.98 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:14:13,774 INFO [train.py:927] (0/8) Epoch 2, batch 13250, giga_loss[loss=0.2487, simple_loss=0.3146, pruned_loss=0.09142, over 12433.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0475, over 34.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.359, pruned_loss=0.1358, over 2472160.51 frames. utt_duration=578 frames, utt_pad_proportion=0.05091, over 17153.39 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.3693, pruned_loss=0.127, over 2461192.35 frames. utt_duration=1307 frames, utt_pad_proportion=0.04124, over 7539.32 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3539, pruned_loss=0.1306, over 2473468.74 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0515, over 18086.48 utterances.], batch size: 34, lr: 1.06e-03
2022-08-21 00:15:56,055 INFO [train.py:927] (0/8) Epoch 2, batch 13300, giga_loss[loss=0.2604, simple_loss=0.3378, pruned_loss=0.09151, over 12342.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0315, over 85.00 utterances.], tot_loss[loss=0.316, simple_loss=0.3599, pruned_loss=0.136, over 2472363.68 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05415, over 17251.76 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.3704, pruned_loss=0.1286, over 2461095.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.04481, over 7600.89 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3547, pruned_loss=0.1306, over 2473697.10 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05335, over 18113.18 utterances.], batch size: 85, lr: 1.06e-03
2022-08-21 00:17:37,713 INFO [train.py:927] (0/8) Epoch 2, batch 13350, giga_loss[loss=0.4345, simple_loss=0.4389, pruned_loss=0.215, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.362, pruned_loss=0.1347, over 2472615.77 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05705, over 17607.37 utterances.], libri_tot_loss[loss=0.3156, simple_loss=0.3717, pruned_loss=0.1298, over 2460965.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.04839, over 7679.71 utterances.], giga_tot_loss[loss=0.3077, simple_loss=0.3565, pruned_loss=0.1294, over 2474053.44 frames. utt_duration=538 frames, utt_pad_proportion=0.05496, over 18446.31 utterances.], batch size: 259, lr: 1.05e-03
2022-08-21 00:18:51,331 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-40000.pt
2022-08-21 00:19:25,282 INFO [train.py:927] (0/8) Epoch 2, batch 13400, giga_loss[loss=0.3525, simple_loss=0.3928, pruned_loss=0.1561, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.316, simple_loss=0.363, pruned_loss=0.1344, over 2472321.19 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06068, over 18369.96 utterances.], libri_tot_loss[loss=0.3165, simple_loss=0.3718, pruned_loss=0.1306, over 2461154.48 frames. utt_duration=1289 frames, utt_pad_proportion=0.04755, over 7648.99 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3583, pruned_loss=0.1296, over 2473550.55 frames. utt_duration=514.1 frames, utt_pad_proportion=0.0593, over 19302.31 utterances.], batch size: 97, lr: 1.05e-03
2022-08-21 00:21:10,918 INFO [train.py:927] (0/8) Epoch 2, batch 13450, libri_loss[loss=0.2991, simple_loss=0.3645, pruned_loss=0.1169, over 12470.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01302, over 40.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3692, pruned_loss=0.139, over 2473097.47 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0592, over 18402.60 utterances.], libri_tot_loss[loss=0.3169, simple_loss=0.372, pruned_loss=0.1309, over 2461331.01 frames. utt_duration=1292 frames, utt_pad_proportion=0.04668, over 7627.08 utterances.], giga_tot_loss[loss=0.3175, simple_loss=0.3651, pruned_loss=0.1349, over 2474170.99 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05861, over 19410.59 utterances.], batch size: 40, lr: 1.05e-03
2022-08-21 00:22:54,678 INFO [train.py:927] (0/8) Epoch 2, batch 13500, libri_loss[loss=0.3648, simple_loss=0.4035, pruned_loss=0.163, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01508, over 40.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3756, pruned_loss=0.1439, over 2472984.43 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06876, over 19584.49 utterances.], libri_tot_loss[loss=0.3171, simple_loss=0.372, pruned_loss=0.1311, over 2461538.23 frames. utt_duration=1291 frames, utt_pad_proportion=0.04645, over 7637.66 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3723, pruned_loss=0.1407, over 2473792.28 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06809, over 20521.10 utterances.], batch size: 40, lr: 1.05e-03
2022-08-21 00:24:39,413 INFO [train.py:927] (0/8) Epoch 2, batch 13550, libri_loss[loss=0.3691, simple_loss=0.3965, pruned_loss=0.1708, over 12312.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005408, over 35.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3829, pruned_loss=0.15, over 2473065.65 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07105, over 20270.81 utterances.], libri_tot_loss[loss=0.318, simple_loss=0.3722, pruned_loss=0.1319, over 2461426.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.04962, over 7686.35 utterances.], giga_tot_loss[loss=0.3374, simple_loss=0.3804, pruned_loss=0.1472, over 2474157.69 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06968, over 21348.57 utterances.], batch size: 35, lr: 1.05e-03
2022-08-21 00:26:23,052 INFO [train.py:927] (0/8) Epoch 2, batch 13600, giga_loss[loss=0.3062, simple_loss=0.3569, pruned_loss=0.1278, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04376, over 34.00 utterances.], tot_loss[loss=0.3441, simple_loss=0.385, pruned_loss=0.1516, over 2473014.12 frames. utt_duration=497.1 frames, utt_pad_proportion=0.0724, over 19960.32 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3724, pruned_loss=0.1324, over 2461675.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.04876, over 7695.23 utterances.], giga_tot_loss[loss=0.3413, simple_loss=0.3833, pruned_loss=0.1496, over 2474162.18 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07186, over 21336.94 utterances.], batch size: 34, lr: 1.05e-03
2022-08-21 00:28:09,965 INFO [train.py:927] (0/8) Epoch 2, batch 13650, giga_loss[loss=0.3851, simple_loss=0.4099, pruned_loss=0.1802, over 12362.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.3488, simple_loss=0.3884, pruned_loss=0.1546, over 2473506.18 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07355, over 20352.58 utterances.], libri_tot_loss[loss=0.3199, simple_loss=0.3734, pruned_loss=0.1332, over 2461965.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.04837, over 7708.67 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.3866, pruned_loss=0.153, over 2474568.41 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07344, over 21880.50 utterances.], batch size: 183, lr: 1.05e-03
2022-08-21 00:30:01,389 INFO [train.py:927] (0/8) Epoch 2, batch 13700, giga_loss[loss=0.4149, simple_loss=0.416, pruned_loss=0.2068, over 12352.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.198, over 366.00 utterances.], tot_loss[loss=0.3522, simple_loss=0.3912, pruned_loss=0.1566, over 2473763.21 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07837, over 21055.61 utterances.], libri_tot_loss[loss=0.3202, simple_loss=0.3736, pruned_loss=0.1334, over 2462278.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.04813, over 7723.27 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.39, pruned_loss=0.1558, over 2474657.04 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07828, over 22611.03 utterances.], batch size: 366, lr: 1.05e-03
2022-08-21 00:31:48,076 INFO [train.py:927] (0/8) Epoch 2, batch 13750, libri_loss[loss=0.3855, simple_loss=0.3898, pruned_loss=0.1906, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006507, over 34.00 utterances.], tot_loss[loss=0.3478, simple_loss=0.3876, pruned_loss=0.154, over 2473937.20 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07715, over 20691.12 utterances.], libri_tot_loss[loss=0.3196, simple_loss=0.3729, pruned_loss=0.1332, over 2462064.69 frames. utt_duration=1282 frames, utt_pad_proportion=0.04696, over 7693.78 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.3878, pruned_loss=0.1543, over 2475280.38 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07784, over 22465.45 utterances.], batch size: 34, lr: 1.05e-03
2022-08-21 00:33:31,928 INFO [train.py:927] (0/8) Epoch 2, batch 13800, giga_loss[loss=0.3245, simple_loss=0.3837, pruned_loss=0.1327, over 12300.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03667, over 51.00 utterances.], tot_loss[loss=0.3406, simple_loss=0.3842, pruned_loss=0.1485, over 2473845.80 frames. utt_duration=485 frames, utt_pad_proportion=0.0774, over 20462.38 utterances.], libri_tot_loss[loss=0.3196, simple_loss=0.373, pruned_loss=0.1331, over 2462166.28 frames. utt_duration=1283 frames, utt_pad_proportion=0.04649, over 7683.37 utterances.], giga_tot_loss[loss=0.3413, simple_loss=0.3845, pruned_loss=0.149, over 2474978.56 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07818, over 22037.23 utterances.], batch size: 51, lr: 1.05e-03
2022-08-21 00:35:16,522 INFO [train.py:927] (0/8) Epoch 2, batch 13850, libri_loss[loss=0.326, simple_loss=0.3797, pruned_loss=0.1362, over 12369.00 frames. utt_duration=952.9 frames, utt_pad_proportion=0.07305, over 52.00 utterances.], tot_loss[loss=0.339, simple_loss=0.3844, pruned_loss=0.1468, over 2474083.07 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07902, over 20751.25 utterances.], libri_tot_loss[loss=0.3192, simple_loss=0.373, pruned_loss=0.1327, over 2462486.64 frames. utt_duration=1287 frames, utt_pad_proportion=0.04544, over 7660.45 utterances.], giga_tot_loss[loss=0.3408, simple_loss=0.3851, pruned_loss=0.1483, over 2475187.95 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08027, over 22589.24 utterances.], batch size: 52, lr: 1.05e-03
2022-08-21 00:37:06,284 INFO [train.py:927] (0/8) Epoch 2, batch 13900, giga_loss[loss=0.3176, simple_loss=0.3677, pruned_loss=0.1337, over 12434.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04879, over 161.00 utterances.], tot_loss[loss=0.3323, simple_loss=0.38, pruned_loss=0.1423, over 2474152.92 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07744, over 21408.96 utterances.], libri_tot_loss[loss=0.3171, simple_loss=0.3712, pruned_loss=0.1315, over 2462436.40 frames. utt_duration=1294 frames, utt_pad_proportion=0.04421, over 7618.77 utterances.], giga_tot_loss[loss=0.3363, simple_loss=0.3825, pruned_loss=0.145, over 2475502.49 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07926, over 23422.50 utterances.], batch size: 161, lr: 1.05e-03
2022-08-21 00:38:50,506 INFO [train.py:927] (0/8) Epoch 2, batch 13950, giga_loss[loss=0.291, simple_loss=0.3495, pruned_loss=0.1162, over 12398.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04778, over 161.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3766, pruned_loss=0.1386, over 2474545.18 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07711, over 21750.82 utterances.], libri_tot_loss[loss=0.3163, simple_loss=0.3707, pruned_loss=0.131, over 2462768.35 frames. utt_duration=1299 frames, utt_pad_proportion=0.04313, over 7590.59 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.3793, pruned_loss=0.1415, over 2475713.70 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07922, over 23867.89 utterances.], batch size: 161, lr: 1.05e-03
2022-08-21 00:40:35,671 INFO [train.py:927] (0/8) Epoch 2, batch 14000, giga_loss[loss=0.2649, simple_loss=0.3448, pruned_loss=0.09247, over 12367.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.375, pruned_loss=0.1357, over 2474185.83 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07811, over 22108.04 utterances.], libri_tot_loss[loss=0.3165, simple_loss=0.3717, pruned_loss=0.1307, over 2462865.41 frames. utt_duration=1306 frames, utt_pad_proportion=0.04187, over 7550.60 utterances.], giga_tot_loss[loss=0.3268, simple_loss=0.3765, pruned_loss=0.1385, over 2475504.75 frames. utt_duration=407.7 frames, utt_pad_proportion=0.08038, over 24375.04 utterances.], batch size: 62, lr: 1.05e-03
2022-08-21 00:42:25,720 INFO [train.py:927] (0/8) Epoch 2, batch 14050, giga_loss[loss=0.3171, simple_loss=0.3699, pruned_loss=0.1322, over 12387.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3723, pruned_loss=0.133, over 2474093.15 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07444, over 21648.02 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.3711, pruned_loss=0.1305, over 2463240.46 frames. utt_duration=1310 frames, utt_pad_proportion=0.04113, over 7530.89 utterances.], giga_tot_loss[loss=0.3226, simple_loss=0.3742, pruned_loss=0.1355, over 2475072.47 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07701, over 23793.44 utterances.], batch size: 133, lr: 1.05e-03
2022-08-21 00:44:18,087 INFO [train.py:927] (0/8) Epoch 2, batch 14100, giga_loss[loss=0.2612, simple_loss=0.3356, pruned_loss=0.09344, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03808, over 40.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3682, pruned_loss=0.1275, over 2474713.75 frames. utt_duration=478.6 frames, utt_pad_proportion=0.0718, over 20744.97 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3696, pruned_loss=0.1296, over 2463512.42 frames. utt_duration=1316 frames, utt_pad_proportion=0.04012, over 7497.84 utterances.], giga_tot_loss[loss=0.3158, simple_loss=0.371, pruned_loss=0.1303, over 2475613.25 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07479, over 22937.26 utterances.], batch size: 40, lr: 1.04e-03
2022-08-21 00:46:07,268 INFO [train.py:927] (0/8) Epoch 2, batch 14150, giga_loss[loss=0.2877, simple_loss=0.3544, pruned_loss=0.1105, over 12166.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.0372, over 33.00 utterances.], tot_loss[loss=0.3119, simple_loss=0.3687, pruned_loss=0.1276, over 2474775.72 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07473, over 21054.20 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.3694, pruned_loss=0.1299, over 2463521.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.04495, over 7566.76 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.371, pruned_loss=0.1295, over 2475717.14 frames. utt_duration=431 frames, utt_pad_proportion=0.07576, over 23052.46 utterances.], batch size: 33, lr: 1.04e-03
2022-08-21 00:47:55,680 INFO [train.py:927] (0/8) Epoch 2, batch 14200, giga_loss[loss=0.2582, simple_loss=0.3311, pruned_loss=0.09268, over 12378.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.3101, simple_loss=0.3671, pruned_loss=0.1266, over 2474641.05 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07134, over 20734.22 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3691, pruned_loss=0.1299, over 2463770.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.0449, over 7600.15 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3692, pruned_loss=0.128, over 2475460.09 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07275, over 22669.20 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 00:49:43,006 INFO [train.py:927] (0/8) Epoch 2, batch 14250, giga_loss[loss=0.3085, simple_loss=0.3659, pruned_loss=0.1256, over 12443.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04758, over 147.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.366, pruned_loss=0.1275, over 2475213.06 frames. utt_duration=464 frames, utt_pad_proportion=0.07303, over 21403.84 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.3685, pruned_loss=0.1294, over 2464059.73 frames. utt_duration=1303 frames, utt_pad_proportion=0.04439, over 7572.39 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3682, pruned_loss=0.129, over 2475797.03 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07428, over 23195.07 utterances.], batch size: 147, lr: 1.04e-03
2022-08-21 00:51:31,247 INFO [train.py:927] (0/8) Epoch 2, batch 14300, libri_loss[loss=0.3416, simple_loss=0.3836, pruned_loss=0.1498, over 12434.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01071, over 39.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3641, pruned_loss=0.1252, over 2474087.21 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0787, over 21418.70 utterances.], libri_tot_loss[loss=0.3139, simple_loss=0.3687, pruned_loss=0.1296, over 2464253.27 frames. utt_duration=1295 frames, utt_pad_proportion=0.04496, over 7618.79 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.3656, pruned_loss=0.1261, over 2474645.20 frames. utt_duration=428 frames, utt_pad_proportion=0.07951, over 23205.55 utterances.], batch size: 39, lr: 1.04e-03
2022-08-21 00:53:18,062 INFO [train.py:927] (0/8) Epoch 2, batch 14350, libri_loss[loss=0.3708, simple_loss=0.4035, pruned_loss=0.1691, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007093, over 36.00 utterances.], tot_loss[loss=0.3055, simple_loss=0.3631, pruned_loss=0.124, over 2474408.18 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07856, over 21326.03 utterances.], libri_tot_loss[loss=0.3141, simple_loss=0.3686, pruned_loss=0.1298, over 2464548.93 frames. utt_duration=1293 frames, utt_pad_proportion=0.04531, over 7631.44 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3642, pruned_loss=0.1244, over 2474748.65 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07935, over 22974.01 utterances.], batch size: 36, lr: 1.04e-03
2022-08-21 00:55:02,745 INFO [train.py:927] (0/8) Epoch 2, batch 14400, giga_loss[loss=0.3364, simple_loss=0.3858, pruned_loss=0.1435, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03767, over 133.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3607, pruned_loss=0.1228, over 2474586.75 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07904, over 21038.94 utterances.], libri_tot_loss[loss=0.3128, simple_loss=0.3674, pruned_loss=0.1291, over 2464460.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.04535, over 7624.59 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3624, pruned_loss=0.1235, over 2475321.55 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08002, over 22868.16 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 00:56:47,278 INFO [train.py:927] (0/8) Epoch 2, batch 14450, giga_loss[loss=0.2755, simple_loss=0.3417, pruned_loss=0.1046, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03222, over 58.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3588, pruned_loss=0.122, over 2474323.39 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07499, over 20452.60 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3667, pruned_loss=0.1288, over 2464480.93 frames. utt_duration=1298 frames, utt_pad_proportion=0.0445, over 7602.12 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.3607, pruned_loss=0.1227, over 2475188.86 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07664, over 22307.83 utterances.], batch size: 58, lr: 1.04e-03
2022-08-21 00:58:33,141 INFO [train.py:927] (0/8) Epoch 2, batch 14500, giga_loss[loss=0.284, simple_loss=0.3478, pruned_loss=0.1101, over 12160.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03409, over 36.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.357, pruned_loss=0.1212, over 2474167.05 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07142, over 20084.74 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.3661, pruned_loss=0.1286, over 2464934.96 frames. utt_duration=1301 frames, utt_pad_proportion=0.04354, over 7585.26 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3588, pruned_loss=0.1218, over 2474718.58 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07362, over 21931.39 utterances.], batch size: 36, lr: 1.04e-03
2022-08-21 01:00:17,596 INFO [train.py:927] (0/8) Epoch 2, batch 14550, libri_loss[loss=0.2893, simple_loss=0.3669, pruned_loss=0.1058, over 12203.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007134, over 30.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3574, pruned_loss=0.1208, over 2473831.95 frames. utt_duration=493 frames, utt_pad_proportion=0.07089, over 20132.02 utterances.], libri_tot_loss[loss=0.3123, simple_loss=0.3669, pruned_loss=0.1288, over 2465221.07 frames. utt_duration=1290 frames, utt_pad_proportion=0.04725, over 7650.90 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3578, pruned_loss=0.1209, over 2474234.45 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07177, over 21840.24 utterances.], batch size: 30, lr: 1.04e-03
2022-08-21 01:02:01,520 INFO [train.py:927] (0/8) Epoch 2, batch 14600, giga_loss[loss=0.3738, simple_loss=0.4007, pruned_loss=0.1735, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3576, pruned_loss=0.12, over 2474446.17 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07047, over 19724.79 utterances.], libri_tot_loss[loss=0.3125, simple_loss=0.3669, pruned_loss=0.129, over 2465431.89 frames. utt_duration=1282 frames, utt_pad_proportion=0.05032, over 7699.33 utterances.], giga_tot_loss[loss=0.2984, simple_loss=0.3577, pruned_loss=0.1196, over 2474905.66 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07052, over 21527.56 utterances.], batch size: 260, lr: 1.04e-03
2022-08-21 01:03:50,897 INFO [train.py:927] (0/8) Epoch 2, batch 14650, giga_loss[loss=0.2852, simple_loss=0.3446, pruned_loss=0.1129, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02835, over 48.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3574, pruned_loss=0.12, over 2474412.11 frames. utt_duration=491.3 frames, utt_pad_proportion=0.076, over 20205.04 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3658, pruned_loss=0.1283, over 2465342.34 frames. utt_duration=1287 frames, utt_pad_proportion=0.04941, over 7673.78 utterances.], giga_tot_loss[loss=0.2991, simple_loss=0.3581, pruned_loss=0.12, over 2475089.63 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07609, over 21996.34 utterances.], batch size: 48, lr: 1.04e-03
2022-08-21 01:05:37,571 INFO [train.py:927] (0/8) Epoch 2, batch 14700, libri_loss[loss=0.4002, simple_loss=0.4254, pruned_loss=0.1875, over 12416.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.3607, over 123.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3583, pruned_loss=0.1218, over 2474266.22 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07709, over 20233.91 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3651, pruned_loss=0.1281, over 2465418.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.05358, over 7744.36 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3592, pruned_loss=0.1217, over 2475050.00 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07596, over 22059.40 utterances.], batch size: 123, lr: 1.04e-03
2022-08-21 01:07:20,786 INFO [train.py:927] (0/8) Epoch 2, batch 14750, giga_loss[loss=0.3361, simple_loss=0.3815, pruned_loss=0.1454, over 12377.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3587, pruned_loss=0.1234, over 2474740.54 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07707, over 20234.84 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3639, pruned_loss=0.1276, over 2465604.02 frames. utt_duration=1268 frames, utt_pad_proportion=0.05635, over 7786.84 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3603, pruned_loss=0.1235, over 2475553.96 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07555, over 22186.14 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 01:09:06,091 INFO [train.py:927] (0/8) Epoch 2, batch 14800, giga_loss[loss=0.2898, simple_loss=0.3492, pruned_loss=0.1152, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3576, pruned_loss=0.1224, over 2474272.21 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07407, over 20113.07 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3633, pruned_loss=0.1272, over 2465585.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05538, over 7758.40 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3593, pruned_loss=0.1227, over 2475154.41 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07354, over 21980.04 utterances.], batch size: 80, lr: 1.04e-03
2022-08-21 01:10:50,013 INFO [train.py:927] (0/8) Epoch 2, batch 14850, giga_loss[loss=0.2739, simple_loss=0.3463, pruned_loss=0.1007, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3565, pruned_loss=0.1202, over 2473761.19 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07769, over 20580.68 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3638, pruned_loss=0.1275, over 2465806.24 frames. utt_duration=1273 frames, utt_pad_proportion=0.05471, over 7756.03 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3573, pruned_loss=0.1202, over 2474356.66 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07734, over 22227.59 utterances.], batch size: 113, lr: 1.04e-03
2022-08-21 01:12:36,824 INFO [train.py:927] (0/8) Epoch 2, batch 14900, giga_loss[loss=0.2697, simple_loss=0.3286, pruned_loss=0.1054, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0226, over 48.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.3534, pruned_loss=0.1182, over 2474461.05 frames. utt_duration=485 frames, utt_pad_proportion=0.07782, over 20470.85 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3638, pruned_loss=0.1276, over 2465826.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.05427, over 7751.48 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3539, pruned_loss=0.1181, over 2474986.73 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07774, over 21880.28 utterances.], batch size: 48, lr: 1.03e-03
2022-08-21 01:14:20,346 INFO [train.py:927] (0/8) Epoch 2, batch 14950, giga_loss[loss=0.2775, simple_loss=0.3556, pruned_loss=0.09969, over 12312.00 frames. utt_duration=850.5 frames, utt_pad_proportion=0.03244, over 58.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.354, pruned_loss=0.1186, over 2474126.03 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07226, over 19777.58 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3635, pruned_loss=0.1275, over 2465600.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.05351, over 7742.96 utterances.], giga_tot_loss[loss=0.2954, simple_loss=0.3543, pruned_loss=0.1182, over 2474987.53 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07298, over 21254.65 utterances.], batch size: 58, lr: 1.03e-03
2022-08-21 01:16:10,407 INFO [train.py:927] (0/8) Epoch 2, batch 15000, giga_loss[loss=0.2774, simple_loss=0.3483, pruned_loss=0.1032, over 12397.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03383, over 80.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3601, pruned_loss=0.1194, over 2474817.33 frames. utt_duration=496 frames, utt_pad_proportion=0.07196, over 20015.80 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3646, pruned_loss=0.1278, over 2465622.99 frames. utt_duration=1274 frames, utt_pad_proportion=0.05311, over 7748.98 utterances.], giga_tot_loss[loss=0.2984, simple_loss=0.3593, pruned_loss=0.1188, over 2475632.13 frames. utt_duration=464.2 frames, utt_pad_proportion=0.0728, over 21398.83 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:16:10,420 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 01:16:24,137 INFO [train.py:967] (0/8) 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 01:18:07,205 INFO [train.py:927] (0/8) Epoch 2, batch 15050, giga_loss[loss=0.3419, simple_loss=0.396, pruned_loss=0.1439, over 12444.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03562, over 105.00 utterances.], tot_loss[loss=0.3026, simple_loss=0.3641, pruned_loss=0.1205, over 2474873.33 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06788, over 19450.24 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3661, pruned_loss=0.1277, over 2465465.62 frames. utt_duration=1281 frames, utt_pad_proportion=0.05174, over 7708.40 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.362, pruned_loss=0.1198, over 2475989.15 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06947, over 20994.09 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:19:53,166 INFO [train.py:927] (0/8) Epoch 2, batch 15100, giga_loss[loss=0.3704, simple_loss=0.3938, pruned_loss=0.1735, over 12348.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2127, over 373.00 utterances.], tot_loss[loss=0.3056, simple_loss=0.3653, pruned_loss=0.123, over 2473972.65 frames. utt_duration=491 frames, utt_pad_proportion=0.07254, over 20213.70 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3657, pruned_loss=0.1276, over 2465446.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05598, over 7791.10 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.364, pruned_loss=0.1224, over 2475091.33 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07219, over 21647.32 utterances.], batch size: 373, lr: 1.03e-03
2022-08-21 01:21:38,439 INFO [train.py:927] (0/8) Epoch 2, batch 15150, giga_loss[loss=0.3132, simple_loss=0.3548, pruned_loss=0.1358, over 12353.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03221, over 85.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3622, pruned_loss=0.122, over 2474229.69 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07231, over 19903.53 utterances.], libri_tot_loss[loss=0.3098, simple_loss=0.3652, pruned_loss=0.1272, over 2465548.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.05631, over 7807.95 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3616, pruned_loss=0.1218, over 2475143.36 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07203, over 21184.10 utterances.], batch size: 85, lr: 1.03e-03
2022-08-21 01:23:25,786 INFO [train.py:927] (0/8) Epoch 2, batch 15200, giga_loss[loss=0.3538, simple_loss=0.3824, pruned_loss=0.1626, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3611, pruned_loss=0.123, over 2473913.82 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07088, over 19821.03 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.3652, pruned_loss=0.1278, over 2465664.30 frames. utt_duration=1258 frames, utt_pad_proportion=0.05703, over 7848.41 utterances.], giga_tot_loss[loss=0.3025, simple_loss=0.3605, pruned_loss=0.1223, over 2474707.51 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07064, over 21015.02 utterances.], batch size: 259, lr: 1.03e-03
2022-08-21 01:25:13,306 INFO [train.py:927] (0/8) Epoch 2, batch 15250, giga_loss[loss=0.278, simple_loss=0.3347, pruned_loss=0.1107, over 12262.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02391, over 42.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3604, pruned_loss=0.1228, over 2473762.42 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06905, over 19478.47 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2465779.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05659, over 7832.82 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3599, pruned_loss=0.1223, over 2474390.42 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06914, over 20587.46 utterances.], batch size: 42, lr: 1.03e-03
2022-08-21 01:27:01,773 INFO [train.py:927] (0/8) Epoch 2, batch 15300, giga_loss[loss=0.2654, simple_loss=0.3363, pruned_loss=0.09722, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03334, over 40.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1228, over 2473571.61 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07009, over 20270.01 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3664, pruned_loss=0.1281, over 2465496.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.06118, over 7903.42 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3587, pruned_loss=0.1219, over 2474424.77 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0685, over 21242.31 utterances.], batch size: 40, lr: 1.03e-03
2022-08-21 01:28:48,170 INFO [train.py:927] (0/8) Epoch 2, batch 15350, giga_loss[loss=0.261, simple_loss=0.331, pruned_loss=0.09545, over 12388.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3613, pruned_loss=0.1225, over 2473887.56 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06557, over 19490.46 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3656, pruned_loss=0.1278, over 2465911.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.05983, over 7866.70 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3606, pruned_loss=0.1218, over 2474399.18 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06501, over 20638.20 utterances.], batch size: 62, lr: 1.03e-03
2022-08-21 01:30:03,411 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-42000.pt
2022-08-21 01:30:38,303 INFO [train.py:927] (0/8) Epoch 2, batch 15400, giga_loss[loss=0.289, simple_loss=0.368, pruned_loss=0.105, over 12446.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03553, over 105.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.361, pruned_loss=0.1216, over 2474149.96 frames. utt_duration=531 frames, utt_pad_proportion=0.06497, over 18689.48 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3651, pruned_loss=0.1276, over 2466093.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.06197, over 7906.35 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3607, pruned_loss=0.121, over 2474795.48 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06376, over 20146.24 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:32:22,401 INFO [train.py:927] (0/8) Epoch 2, batch 15450, giga_loss[loss=0.3307, simple_loss=0.3839, pruned_loss=0.1388, over 12386.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06417, over 183.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3619, pruned_loss=0.1208, over 2474731.48 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06654, over 18994.47 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3649, pruned_loss=0.1275, over 2466512.34 frames. utt_duration=1251 frames, utt_pad_proportion=0.06051, over 7897.33 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3617, pruned_loss=0.1202, over 2475088.49 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06603, over 20462.66 utterances.], batch size: 183, lr: 1.03e-03
2022-08-21 01:34:08,296 INFO [train.py:927] (0/8) Epoch 2, batch 15500, giga_loss[loss=0.3109, simple_loss=0.3665, pruned_loss=0.1276, over 12449.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04288, over 114.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.365, pruned_loss=0.1226, over 2475253.97 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06578, over 18998.34 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2466354.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.05912, over 7865.81 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3646, pruned_loss=0.1218, over 2475918.35 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06598, over 20510.40 utterances.], batch size: 114, lr: 1.03e-03
2022-08-21 01:35:54,856 INFO [train.py:927] (0/8) Epoch 2, batch 15550, giga_loss[loss=0.2828, simple_loss=0.3476, pruned_loss=0.109, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3652, pruned_loss=0.1235, over 2475608.16 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06641, over 19091.60 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2466539.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05933, over 7889.57 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3649, pruned_loss=0.1228, over 2476091.42 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06655, over 20418.11 utterances.], batch size: 62, lr: 1.03e-03
2022-08-21 01:37:38,585 INFO [train.py:927] (0/8) Epoch 2, batch 15600, giga_loss[loss=0.3, simple_loss=0.3707, pruned_loss=0.1147, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02931, over 39.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3639, pruned_loss=0.1223, over 2474959.58 frames. utt_duration=514 frames, utt_pad_proportion=0.06724, over 19314.95 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3645, pruned_loss=0.1275, over 2466408.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.0581, over 7855.28 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3642, pruned_loss=0.1218, over 2475711.72 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06783, over 20729.63 utterances.], batch size: 39, lr: 1.03e-03
2022-08-21 01:39:20,797 INFO [train.py:927] (0/8) Epoch 2, batch 15650, libri_loss[loss=0.2756, simple_loss=0.3377, pruned_loss=0.1068, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 34.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3634, pruned_loss=0.1197, over 2474494.15 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06501, over 18306.81 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3651, pruned_loss=0.1275, over 2466286.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05651, over 7840.58 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3631, pruned_loss=0.1191, over 2475478.70 frames. utt_duration=501.5 frames, utt_pad_proportion=0.0663, over 19800.90 utterances.], batch size: 34, lr: 1.03e-03
2022-08-21 01:41:05,912 INFO [train.py:927] (0/8) Epoch 2, batch 15700, giga_loss[loss=0.2704, simple_loss=0.3475, pruned_loss=0.09668, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0333, over 80.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3633, pruned_loss=0.1199, over 2473924.50 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06441, over 19176.09 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3648, pruned_loss=0.1273, over 2466301.05 frames. utt_duration=1262 frames, utt_pad_proportion=0.05609, over 7828.20 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3633, pruned_loss=0.1195, over 2474755.03 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06557, over 20450.99 utterances.], batch size: 80, lr: 1.03e-03
2022-08-21 01:42:51,725 INFO [train.py:927] (0/8) Epoch 2, batch 15750, giga_loss[loss=0.2469, simple_loss=0.3223, pruned_loss=0.08572, over 12469.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.303, simple_loss=0.363, pruned_loss=0.1215, over 2473608.99 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06633, over 19433.41 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2466191.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.05961, over 7920.69 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3628, pruned_loss=0.1208, over 2474532.04 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06618, over 20626.81 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 01:44:38,579 INFO [train.py:927] (0/8) Epoch 2, batch 15800, giga_loss[loss=0.2744, simple_loss=0.3445, pruned_loss=0.1022, over 12422.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.3032, simple_loss=0.3623, pruned_loss=0.1221, over 2474778.98 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07006, over 20609.43 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.3655, pruned_loss=0.1277, over 2466592.08 frames. utt_duration=1251 frames, utt_pad_proportion=0.05848, over 7897.92 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3617, pruned_loss=0.1213, over 2475336.89 frames. utt_duration=454.7 frames, utt_pad_proportion=0.0702, over 21848.10 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 01:46:20,963 INFO [train.py:927] (0/8) Epoch 2, batch 15850, libri_loss[loss=0.3569, simple_loss=0.3989, pruned_loss=0.1574, over 12372.00 frames. utt_duration=443.4 frames, utt_pad_proportion=0.3061, over 112.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3614, pruned_loss=0.1224, over 2475953.22 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07018, over 21423.60 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3654, pruned_loss=0.1275, over 2466937.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.06083, over 7954.25 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3609, pruned_loss=0.1217, over 2476318.36 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06954, over 22724.26 utterances.], batch size: 112, lr: 1.02e-03
2022-08-21 01:48:02,262 INFO [train.py:927] (0/8) Epoch 2, batch 15900, giga_loss[loss=0.2704, simple_loss=0.3339, pruned_loss=0.1035, over 12384.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03595, over 80.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3583, pruned_loss=0.1187, over 2476126.72 frames. utt_duration=462 frames, utt_pad_proportion=0.07019, over 21508.99 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3671, pruned_loss=0.1283, over 2467047.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.06062, over 7961.73 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3563, pruned_loss=0.1174, over 2476408.71 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06977, over 22647.88 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 01:49:53,329 INFO [train.py:927] (0/8) Epoch 2, batch 15950, giga_loss[loss=0.3087, simple_loss=0.3457, pruned_loss=0.1359, over 12333.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2009, over 367.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3557, pruned_loss=0.1171, over 2475675.21 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06776, over 21034.59 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3671, pruned_loss=0.1284, over 2467088.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.05982, over 7941.28 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.354, pruned_loss=0.1158, over 2476121.28 frames. utt_duration=445 frames, utt_pad_proportion=0.06784, over 22331.62 utterances.], batch size: 367, lr: 1.02e-03
2022-08-21 01:51:39,006 INFO [train.py:927] (0/8) Epoch 2, batch 16000, giga_loss[loss=0.3537, simple_loss=0.3832, pruned_loss=0.1621, over 12402.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07758, over 213.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3547, pruned_loss=0.1182, over 2474865.84 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06917, over 21364.39 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3669, pruned_loss=0.1285, over 2466441.17 frames. utt_duration=1249 frames, utt_pad_proportion=0.05848, over 7905.52 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3531, pruned_loss=0.1167, over 2476029.59 frames. utt_duration=435.9 frames, utt_pad_proportion=0.06966, over 22795.40 utterances.], batch size: 213, lr: 1.02e-03
2022-08-21 01:53:21,552 INFO [train.py:927] (0/8) Epoch 2, batch 16050, giga_loss[loss=0.2633, simple_loss=0.3332, pruned_loss=0.09673, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03444, over 86.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3547, pruned_loss=0.1182, over 2475181.03 frames. utt_duration=458.4 frames, utt_pad_proportion=0.06992, over 21667.79 utterances.], libri_tot_loss[loss=0.3115, simple_loss=0.3662, pruned_loss=0.1284, over 2466107.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.05757, over 7864.30 utterances.], giga_tot_loss[loss=0.2938, simple_loss=0.3538, pruned_loss=0.1169, over 2476579.03 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07063, over 23148.13 utterances.], batch size: 86, lr: 1.02e-03
2022-08-21 01:55:06,840 INFO [train.py:927] (0/8) Epoch 2, batch 16100, giga_loss[loss=0.2768, simple_loss=0.3413, pruned_loss=0.1062, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3546, pruned_loss=0.1184, over 2475074.60 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08063, over 22592.11 utterances.], libri_tot_loss[loss=0.3118, simple_loss=0.3665, pruned_loss=0.1285, over 2466056.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.06129, over 7934.41 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3533, pruned_loss=0.1171, over 2476394.79 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07967, over 23959.53 utterances.], batch size: 133, lr: 1.02e-03
2022-08-21 01:56:53,295 INFO [train.py:927] (0/8) Epoch 2, batch 16150, libri_loss[loss=0.3276, simple_loss=0.3813, pruned_loss=0.1369, over 12433.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03509, over 46.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3591, pruned_loss=0.1205, over 2475464.17 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07794, over 21947.88 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.3688, pruned_loss=0.1291, over 2466115.56 frames. utt_duration=1247 frames, utt_pad_proportion=0.06026, over 7923.14 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3557, pruned_loss=0.1186, over 2476747.99 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07782, over 23526.32 utterances.], batch size: 46, lr: 1.02e-03
2022-08-21 01:58:37,821 INFO [train.py:927] (0/8) Epoch 2, batch 16200, giga_loss[loss=0.2804, simple_loss=0.3407, pruned_loss=0.11, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04562, over 34.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3597, pruned_loss=0.1213, over 2474873.15 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08129, over 22056.89 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3686, pruned_loss=0.129, over 2466224.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.05947, over 7914.03 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.357, pruned_loss=0.1197, over 2476001.44 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08139, over 23649.34 utterances.], batch size: 34, lr: 1.02e-03
2022-08-21 02:00:27,806 INFO [train.py:927] (0/8) Epoch 2, batch 16250, giga_loss[loss=0.3157, simple_loss=0.3732, pruned_loss=0.1291, over 12402.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05863, over 182.00 utterances.], tot_loss[loss=0.3028, simple_loss=0.3612, pruned_loss=0.1222, over 2475100.75 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08037, over 22561.57 utterances.], libri_tot_loss[loss=0.313, simple_loss=0.3684, pruned_loss=0.1288, over 2466446.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.0588, over 7904.40 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3591, pruned_loss=0.1209, over 2475909.88 frames. utt_duration=413.8 frames, utt_pad_proportion=0.08078, over 24020.43 utterances.], batch size: 182, lr: 1.02e-03
2022-08-21 02:02:12,923 INFO [train.py:927] (0/8) Epoch 2, batch 16300, giga_loss[loss=0.4008, simple_loss=0.413, pruned_loss=0.1943, over 12405.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09964, over 257.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3593, pruned_loss=0.1208, over 2474289.34 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08091, over 22491.56 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3675, pruned_loss=0.1283, over 2466208.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05783, over 7860.72 utterances.], giga_tot_loss[loss=0.2992, simple_loss=0.3582, pruned_loss=0.1201, over 2475382.15 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08164, over 24084.92 utterances.], batch size: 257, lr: 1.02e-03
2022-08-21 02:03:59,807 INFO [train.py:927] (0/8) Epoch 2, batch 16350, giga_loss[loss=0.2918, simple_loss=0.357, pruned_loss=0.1133, over 12431.00 frames. utt_duration=548 frames, utt_pad_proportion=0.02319, over 91.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3587, pruned_loss=0.1216, over 2473999.15 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08451, over 22975.26 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.3671, pruned_loss=0.1281, over 2466107.62 frames. utt_duration=1260 frames, utt_pad_proportion=0.05675, over 7835.36 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.358, pruned_loss=0.1211, over 2475167.00 frames. utt_duration=403.8 frames, utt_pad_proportion=0.08537, over 24606.77 utterances.], batch size: 91, lr: 1.02e-03
2022-08-21 02:05:43,692 INFO [train.py:927] (0/8) Epoch 2, batch 16400, giga_loss[loss=0.3029, simple_loss=0.3622, pruned_loss=0.1218, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3578, pruned_loss=0.1215, over 2474118.49 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07915, over 22367.99 utterances.], libri_tot_loss[loss=0.3115, simple_loss=0.3666, pruned_loss=0.1281, over 2466164.64 frames. utt_duration=1254 frames, utt_pad_proportion=0.0571, over 7877.65 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3574, pruned_loss=0.1208, over 2475280.75 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08039, over 24098.29 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 02:07:29,616 INFO [train.py:927] (0/8) Epoch 2, batch 16450, giga_loss[loss=0.3368, simple_loss=0.3623, pruned_loss=0.1556, over 12322.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2154, over 376.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3575, pruned_loss=0.1218, over 2474116.26 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07859, over 22372.48 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.366, pruned_loss=0.1277, over 2466080.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05648, over 7856.58 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3576, pruned_loss=0.1215, over 2475206.67 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07986, over 23945.55 utterances.], batch size: 376, lr: 1.02e-03
2022-08-21 02:09:16,328 INFO [train.py:927] (0/8) Epoch 2, batch 16500, giga_loss[loss=0.2917, simple_loss=0.3575, pruned_loss=0.1129, over 12456.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3626, pruned_loss=0.1232, over 2474798.05 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07591, over 21929.51 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.3704, pruned_loss=0.1284, over 2466460.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05549, over 7861.13 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.3587, pruned_loss=0.1222, over 2475506.11 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07756, over 23501.09 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 02:11:02,255 INFO [train.py:927] (0/8) Epoch 2, batch 16550, giga_loss[loss=0.3952, simple_loss=0.4076, pruned_loss=0.1914, over 12370.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.362, pruned_loss=0.1238, over 2475390.42 frames. utt_duration=461 frames, utt_pad_proportion=0.07533, over 21546.83 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.3701, pruned_loss=0.1286, over 2467084.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.05988, over 7928.83 utterances.], giga_tot_loss[loss=0.3022, simple_loss=0.3589, pruned_loss=0.1227, over 2475624.95 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07566, over 23114.69 utterances.], batch size: 259, lr: 1.02e-03
2022-08-21 02:12:47,193 INFO [train.py:927] (0/8) Epoch 2, batch 16600, giga_loss[loss=0.2846, simple_loss=0.3408, pruned_loss=0.1142, over 12404.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.0287, over 58.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.3612, pruned_loss=0.1233, over 2475306.89 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07389, over 21447.73 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3696, pruned_loss=0.1283, over 2467342.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.05898, over 7914.44 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3589, pruned_loss=0.1226, over 2475409.42 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07463, over 22959.92 utterances.], batch size: 58, lr: 1.01e-03
2022-08-21 02:14:34,513 INFO [train.py:927] (0/8) Epoch 2, batch 16650, giga_loss[loss=0.3587, simple_loss=0.3998, pruned_loss=0.1589, over 12390.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07822, over 213.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3608, pruned_loss=0.1233, over 2474700.61 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07548, over 21643.92 utterances.], libri_tot_loss[loss=0.3123, simple_loss=0.3688, pruned_loss=0.1279, over 2467138.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.05851, over 7906.07 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3596, pruned_loss=0.123, over 2475187.12 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07624, over 23234.14 utterances.], batch size: 213, lr: 1.01e-03
2022-08-21 02:16:16,331 INFO [train.py:927] (0/8) Epoch 2, batch 16700, libri_loss[loss=0.2348, simple_loss=0.2958, pruned_loss=0.08694, over 12256.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01041, over 28.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3605, pruned_loss=0.1233, over 2474347.96 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07569, over 21188.76 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3677, pruned_loss=0.1273, over 2467090.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.05686, over 7871.42 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3602, pruned_loss=0.1234, over 2475047.34 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07705, over 23025.60 utterances.], batch size: 28, lr: 1.01e-03
2022-08-21 02:18:00,487 INFO [train.py:927] (0/8) Epoch 2, batch 16750, giga_loss[loss=0.2857, simple_loss=0.3621, pruned_loss=0.1047, over 12400.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02618, over 70.00 utterances.], tot_loss[loss=0.3036, simple_loss=0.3612, pruned_loss=0.123, over 2473641.94 frames. utt_duration=487 frames, utt_pad_proportion=0.0734, over 20379.46 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.366, pruned_loss=0.1263, over 2466858.25 frames. utt_duration=1259 frames, utt_pad_proportion=0.05566, over 7848.99 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3622, pruned_loss=0.124, over 2474755.89 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07541, over 22501.03 utterances.], batch size: 70, lr: 1.01e-03
2022-08-21 02:19:44,465 INFO [train.py:927] (0/8) Epoch 2, batch 16800, giga_loss[loss=0.3034, simple_loss=0.3565, pruned_loss=0.1251, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03073, over 58.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3616, pruned_loss=0.1226, over 2473592.01 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07424, over 20513.69 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3659, pruned_loss=0.1263, over 2466836.35 frames. utt_duration=1248 frames, utt_pad_proportion=0.0584, over 7914.36 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3624, pruned_loss=0.1232, over 2474710.67 frames. utt_duration=440 frames, utt_pad_proportion=0.07517, over 22573.65 utterances.], batch size: 58, lr: 1.01e-03
2022-08-21 02:21:26,349 INFO [train.py:927] (0/8) Epoch 2, batch 16850, giga_loss[loss=0.3258, simple_loss=0.3762, pruned_loss=0.1377, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05192, over 161.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3596, pruned_loss=0.1216, over 2473795.64 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07381, over 20570.58 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3654, pruned_loss=0.1262, over 2466762.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.05764, over 7897.87 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3606, pruned_loss=0.1222, over 2474900.97 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07498, over 22503.57 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:23:11,169 INFO [train.py:927] (0/8) Epoch 2, batch 16900, giga_loss[loss=0.3713, simple_loss=0.3861, pruned_loss=0.1783, over 12342.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2149, over 374.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3625, pruned_loss=0.1238, over 2474240.27 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07812, over 21061.66 utterances.], libri_tot_loss[loss=0.309, simple_loss=0.3659, pruned_loss=0.126, over 2466753.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05667, over 7853.83 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3627, pruned_loss=0.1242, over 2475306.92 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07909, over 22930.28 utterances.], batch size: 374, lr: 1.01e-03
2022-08-21 02:24:57,394 INFO [train.py:927] (0/8) Epoch 2, batch 16950, libri_loss[loss=0.2263, simple_loss=0.2959, pruned_loss=0.07839, over 12115.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006635, over 32.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3611, pruned_loss=0.1234, over 2474498.68 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07224, over 20720.99 utterances.], libri_tot_loss[loss=0.3076, simple_loss=0.3644, pruned_loss=0.1254, over 2466619.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05534, over 7832.01 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3625, pruned_loss=0.1244, over 2475800.75 frames. utt_duration=437 frames, utt_pad_proportion=0.07412, over 22739.36 utterances.], batch size: 32, lr: 1.01e-03
2022-08-21 02:26:42,502 INFO [train.py:927] (0/8) Epoch 2, batch 17000, giga_loss[loss=0.3321, simple_loss=0.3786, pruned_loss=0.1428, over 12384.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06456, over 183.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3616, pruned_loss=0.124, over 2475549.33 frames. utt_duration=459 frames, utt_pad_proportion=0.07795, over 21641.41 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3642, pruned_loss=0.1253, over 2466988.81 frames. utt_duration=1258 frames, utt_pad_proportion=0.05501, over 7851.32 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3628, pruned_loss=0.1247, over 2476448.68 frames. utt_duration=422.7 frames, utt_pad_proportion=0.0792, over 23514.52 utterances.], batch size: 183, lr: 1.01e-03
2022-08-21 02:28:25,394 INFO [train.py:927] (0/8) Epoch 2, batch 17050, giga_loss[loss=0.2625, simple_loss=0.3323, pruned_loss=0.09636, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03092, over 42.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3603, pruned_loss=0.1228, over 2474732.91 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07497, over 20999.24 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.363, pruned_loss=0.1245, over 2466957.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05394, over 7809.29 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3623, pruned_loss=0.124, over 2475706.46 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07672, over 22905.19 utterances.], batch size: 42, lr: 1.01e-03
2022-08-21 02:30:08,813 INFO [train.py:927] (0/8) Epoch 2, batch 17100, giga_loss[loss=0.3273, simple_loss=0.3802, pruned_loss=0.1372, over 12432.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04527, over 161.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3604, pruned_loss=0.1215, over 2474934.78 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07485, over 20604.46 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3636, pruned_loss=0.1247, over 2467174.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.05801, over 7901.96 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3614, pruned_loss=0.1222, over 2475790.50 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07539, over 22473.24 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:31:50,950 INFO [train.py:927] (0/8) Epoch 2, batch 17150, libri_loss[loss=0.4099, simple_loss=0.4247, pruned_loss=0.1975, over 12416.00 frames. utt_duration=426.1 frames, utt_pad_proportion=0.3362, over 117.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.3589, pruned_loss=0.1199, over 2474730.41 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07313, over 20363.65 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3638, pruned_loss=0.1248, over 2467234.44 frames. utt_duration=1237 frames, utt_pad_proportion=0.06212, over 7987.52 utterances.], giga_tot_loss[loss=0.2999, simple_loss=0.3593, pruned_loss=0.1202, over 2475519.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07236, over 22048.44 utterances.], batch size: 117, lr: 1.01e-03
2022-08-21 02:33:36,400 INFO [train.py:927] (0/8) Epoch 2, batch 17200, giga_loss[loss=0.2788, simple_loss=0.3233, pruned_loss=0.1171, over 12360.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3556, pruned_loss=0.1178, over 2474857.57 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07203, over 20136.58 utterances.], libri_tot_loss[loss=0.307, simple_loss=0.364, pruned_loss=0.125, over 2467323.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06168, over 7983.71 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3558, pruned_loss=0.1179, over 2475503.69 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07165, over 21624.25 utterances.], batch size: 373, lr: 1.01e-03
2022-08-21 02:35:21,214 INFO [train.py:927] (0/8) Epoch 2, batch 17250, giga_loss[loss=0.2867, simple_loss=0.3489, pruned_loss=0.1123, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3535, pruned_loss=0.1174, over 2474934.44 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07195, over 20005.35 utterances.], libri_tot_loss[loss=0.3073, simple_loss=0.3643, pruned_loss=0.1251, over 2467781.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06039, over 7964.45 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3531, pruned_loss=0.1171, over 2475237.94 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07221, over 21542.99 utterances.], batch size: 58, lr: 1.01e-03
2022-08-21 02:37:08,003 INFO [train.py:927] (0/8) Epoch 2, batch 17300, giga_loss[loss=0.3012, simple_loss=0.3681, pruned_loss=0.1171, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05203, over 161.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3529, pruned_loss=0.1178, over 2474189.00 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07404, over 20562.27 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3637, pruned_loss=0.1249, over 2467561.90 frames. utt_duration=1247 frames, utt_pad_proportion=0.05938, over 7921.75 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3529, pruned_loss=0.1177, over 2474777.51 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07454, over 22102.27 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:38:52,748 INFO [train.py:927] (0/8) Epoch 2, batch 17350, giga_loss[loss=0.2765, simple_loss=0.3246, pruned_loss=0.1142, over 12375.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1836, over 360.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3506, pruned_loss=0.1141, over 2474229.07 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07515, over 21311.85 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.3628, pruned_loss=0.1244, over 2467311.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.05887, over 7908.43 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3511, pruned_loss=0.1142, over 2475065.93 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07572, over 22875.78 utterances.], batch size: 360, lr: 1.01e-03
2022-08-21 02:40:06,511 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-44000.pt
2022-08-21 02:40:44,379 INFO [train.py:927] (0/8) Epoch 2, batch 17400, giga_loss[loss=0.2571, simple_loss=0.3292, pruned_loss=0.09252, over 12407.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04321, over 146.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.11, over 2474741.05 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07214, over 22358.20 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3628, pruned_loss=0.1242, over 2467139.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.0583, over 7902.77 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3477, pruned_loss=0.11, over 2475664.86 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07296, over 23785.38 utterances.], batch size: 146, lr: 1.01e-03
2022-08-21 02:42:26,460 INFO [train.py:927] (0/8) Epoch 2, batch 17450, giga_loss[loss=0.2508, simple_loss=0.3394, pruned_loss=0.08109, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04128, over 133.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.344, pruned_loss=0.1046, over 2475120.76 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07101, over 22776.15 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3631, pruned_loss=0.124, over 2467172.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.05794, over 7905.14 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1046, over 2475918.44 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07187, over 24096.90 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:44:09,172 INFO [train.py:927] (0/8) Epoch 2, batch 17500, giga_loss[loss=0.2421, simple_loss=0.326, pruned_loss=0.07909, over 12404.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02892, over 97.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3425, pruned_loss=0.1033, over 2475207.71 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07502, over 23442.90 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3632, pruned_loss=0.1244, over 2467503.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06201, over 7971.16 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3418, pruned_loss=0.1027, over 2475694.16 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07445, over 24682.01 utterances.], batch size: 97, lr: 1.00e-03
2022-08-21 02:45:51,773 INFO [train.py:927] (0/8) Epoch 2, batch 17550, giga_loss[loss=0.2626, simple_loss=0.3358, pruned_loss=0.09471, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3384, pruned_loss=0.1001, over 2475390.46 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07828, over 24330.19 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3627, pruned_loss=0.1243, over 2467469.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.06613, over 8026.77 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.338, pruned_loss=0.09934, over 2475907.09 frames. utt_duration=390.2 frames, utt_pad_proportion=0.0765, over 25473.04 utterances.], batch size: 113, lr: 1.00e-03
2022-08-21 02:47:34,176 INFO [train.py:927] (0/8) Epoch 2, batch 17600, giga_loss[loss=0.2753, simple_loss=0.3512, pruned_loss=0.09968, over 12382.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.337, pruned_loss=0.0984, over 2476084.10 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07625, over 24671.25 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3624, pruned_loss=0.1242, over 2467479.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.06564, over 8012.54 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3367, pruned_loss=0.0977, over 2476546.14 frames. utt_duration=386.5 frames, utt_pad_proportion=0.0751, over 25725.64 utterances.], batch size: 146, lr: 1.00e-03
2022-08-21 02:49:15,429 INFO [train.py:927] (0/8) Epoch 2, batch 17650, giga_loss[loss=0.2077, simple_loss=0.2976, pruned_loss=0.05888, over 12398.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03404, over 113.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3334, pruned_loss=0.09516, over 2475452.52 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07736, over 24380.79 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3631, pruned_loss=0.1246, over 2467367.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.06475, over 8010.49 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3319, pruned_loss=0.09342, over 2476144.93 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07675, over 25684.62 utterances.], batch size: 113, lr: 1.00e-03
2022-08-21 02:50:59,429 INFO [train.py:927] (0/8) Epoch 2, batch 17700, giga_loss[loss=0.2251, simple_loss=0.3088, pruned_loss=0.07065, over 12418.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.257, simple_loss=0.329, pruned_loss=0.09246, over 2475522.64 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07988, over 25000.97 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3627, pruned_loss=0.1244, over 2467367.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.06362, over 8003.44 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3273, pruned_loss=0.09054, over 2476280.87 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07964, over 26466.63 utterances.], batch size: 105, lr: 1.00e-03
2022-08-21 02:52:44,060 INFO [train.py:927] (0/8) Epoch 2, batch 17750, giga_loss[loss=0.2479, simple_loss=0.328, pruned_loss=0.08395, over 12392.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03561, over 75.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3271, pruned_loss=0.09156, over 2475059.35 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07803, over 24982.51 utterances.], libri_tot_loss[loss=0.3049, simple_loss=0.3619, pruned_loss=0.124, over 2466855.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.0629, over 7987.64 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3255, pruned_loss=0.08948, over 2476363.13 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07825, over 26638.82 utterances.], batch size: 75, lr: 1.00e-03
2022-08-21 02:54:41,110 INFO [train.py:927] (0/8) Epoch 2, batch 17800, giga_loss[loss=0.2632, simple_loss=0.3483, pruned_loss=0.08904, over 12468.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03032, over 75.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3292, pruned_loss=0.09213, over 2475983.32 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07874, over 25329.64 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3615, pruned_loss=0.1238, over 2467408.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.06208, over 7987.50 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3272, pruned_loss=0.08954, over 2476796.15 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07925, over 27225.31 utterances.], batch size: 75, lr: 1.00e-03
2022-08-21 02:56:44,375 INFO [train.py:927] (0/8) Epoch 2, batch 17850, giga_loss[loss=0.2212, simple_loss=0.3032, pruned_loss=0.06956, over 12356.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03152, over 104.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3283, pruned_loss=0.09193, over 2476009.45 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07637, over 25094.83 utterances.], libri_tot_loss[loss=0.3038, simple_loss=0.3607, pruned_loss=0.1234, over 2467592.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.06213, over 8025.35 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3264, pruned_loss=0.08923, over 2476749.54 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07709, over 27123.20 utterances.], batch size: 104, lr: 1.00e-03
2022-08-21 02:58:40,525 INFO [train.py:927] (0/8) Epoch 2, batch 17900, giga_loss[loss=0.2162, simple_loss=0.3045, pruned_loss=0.06393, over 12391.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.03792, over 105.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3272, pruned_loss=0.09013, over 2475922.82 frames. utt_duration=404 frames, utt_pad_proportion=0.07408, over 24595.71 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3602, pruned_loss=0.1229, over 2467376.67 frames. utt_duration=1231 frames, utt_pad_proportion=0.0616, over 8029.35 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.325, pruned_loss=0.0873, over 2476986.51 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07512, over 26808.43 utterances.], batch size: 105, lr: 1.00e-03
2022-08-21 03:00:47,215 INFO [train.py:927] (0/8) Epoch 2, batch 17950, giga_loss[loss=0.26, simple_loss=0.3325, pruned_loss=0.09373, over 12410.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3233, pruned_loss=0.08801, over 2476205.14 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07132, over 23864.89 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.359, pruned_loss=0.122, over 2467450.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06012, over 8001.89 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3216, pruned_loss=0.08553, over 2477234.14 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07292, over 26183.15 utterances.], batch size: 161, lr: 9.99e-04
2022-08-21 03:02:39,102 INFO [train.py:927] (0/8) Epoch 2, batch 18000, giga_loss[loss=0.2226, simple_loss=0.3111, pruned_loss=0.06707, over 12348.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03039, over 70.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08661, over 2476732.86 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07185, over 24449.49 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3583, pruned_loss=0.1216, over 2467441.51 frames. utt_duration=1233 frames, utt_pad_proportion=0.06053, over 8016.54 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3199, pruned_loss=0.08438, over 2477711.21 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07305, over 26553.78 utterances.], batch size: 70, lr: 9.99e-04
2022-08-21 03:02:39,109 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 03:02:53,876 INFO [train.py:967] (0/8) 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 03:04:58,778 INFO [train.py:927] (0/8) Epoch 2, batch 18050, giga_loss[loss=0.2344, simple_loss=0.3178, pruned_loss=0.07551, over 12432.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05236, over 162.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3243, pruned_loss=0.08745, over 2477404.72 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06947, over 23965.47 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3586, pruned_loss=0.1218, over 2467900.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.0603, over 8013.61 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08448, over 2478036.38 frames. utt_duration=381.1 frames, utt_pad_proportion=0.07074, over 26097.84 utterances.], batch size: 162, lr: 9.98e-04
2022-08-21 03:07:06,780 INFO [train.py:927] (0/8) Epoch 2, batch 18100, giga_loss[loss=0.2587, simple_loss=0.3315, pruned_loss=0.09294, over 12356.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.08595, over 2477163.66 frames. utt_duration=415 frames, utt_pad_proportion=0.06771, over 23950.50 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3584, pruned_loss=0.1218, over 2467833.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.05963, over 7994.48 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3197, pruned_loss=0.08315, over 2477849.31 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06905, over 25863.81 utterances.], batch size: 97, lr: 9.98e-04
2022-08-21 03:09:10,423 INFO [train.py:927] (0/8) Epoch 2, batch 18150, giga_loss[loss=0.244, simple_loss=0.3375, pruned_loss=0.07522, over 12434.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3243, pruned_loss=0.08509, over 2477839.52 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06401, over 24183.65 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3584, pruned_loss=0.1218, over 2467833.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.05963, over 7994.48 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3225, pruned_loss=0.08291, over 2478373.17 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06527, over 25672.81 utterances.], batch size: 147, lr: 9.97e-04
2022-08-21 03:11:18,545 INFO [train.py:927] (0/8) Epoch 2, batch 18200, giga_loss[loss=0.2503, simple_loss=0.3333, pruned_loss=0.08366, over 12326.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03212, over 70.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3239, pruned_loss=0.0833, over 2477693.04 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06754, over 25197.09 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3582, pruned_loss=0.1217, over 2467866.92 frames. utt_duration=1238 frames, utt_pad_proportion=0.05903, over 7983.55 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3223, pruned_loss=0.08123, over 2478212.15 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06849, over 26582.93 utterances.], batch size: 70, lr: 9.96e-04
2022-08-21 03:13:21,365 INFO [train.py:927] (0/8) Epoch 2, batch 18250, giga_loss[loss=0.219, simple_loss=0.3036, pruned_loss=0.06722, over 12435.00 frames. utt_duration=276.1 frames, utt_pad_proportion=0.05136, over 181.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.324, pruned_loss=0.08371, over 2477636.35 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06675, over 24654.36 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3577, pruned_loss=0.1214, over 2467661.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.05813, over 7938.37 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3224, pruned_loss=0.08148, over 2478460.15 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06788, over 26186.57 utterances.], batch size: 181, lr: 9.96e-04
2022-08-21 03:15:50,448 INFO [train.py:927] (0/8) Epoch 2, batch 18300, giga_loss[loss=0.226, simple_loss=0.3036, pruned_loss=0.07419, over 12431.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06527, over 212.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3272, pruned_loss=0.08638, over 2477685.67 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06857, over 24733.05 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3589, pruned_loss=0.1216, over 2467767.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.05688, over 7917.41 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.324, pruned_loss=0.08345, over 2478528.12 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06978, over 26439.58 utterances.], batch size: 212, lr: 9.95e-04
2022-08-21 03:18:00,101 INFO [train.py:927] (0/8) Epoch 2, batch 18350, giga_loss[loss=0.2294, simple_loss=0.3107, pruned_loss=0.07402, over 12412.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07106, over 213.00 utterances.], tot_loss[loss=0.247, simple_loss=0.324, pruned_loss=0.08504, over 2478091.16 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07296, over 25198.75 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3585, pruned_loss=0.1214, over 2468053.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.05669, over 7917.53 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.321, pruned_loss=0.08209, over 2478739.84 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07382, over 26963.03 utterances.], batch size: 213, lr: 9.95e-04
2022-08-21 03:20:03,571 INFO [train.py:927] (0/8) Epoch 2, batch 18400, giga_loss[loss=0.2022, simple_loss=0.2897, pruned_loss=0.05736, over 12397.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04208, over 37.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3225, pruned_loss=0.0845, over 2477984.01 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06802, over 24265.74 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3582, pruned_loss=0.1214, over 2468100.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05636, over 7907.22 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3199, pruned_loss=0.08151, over 2478644.94 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06917, over 25974.00 utterances.], batch size: 37, lr: 9.94e-04
2022-08-21 03:22:03,287 INFO [train.py:927] (0/8) Epoch 2, batch 18450, giga_loss[loss=0.2805, simple_loss=0.3405, pruned_loss=0.1103, over 12459.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05048, over 162.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3223, pruned_loss=0.085, over 2478186.08 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06553, over 23624.99 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3566, pruned_loss=0.1205, over 2468065.60 frames. utt_duration=1254 frames, utt_pad_proportion=0.05598, over 7880.46 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3205, pruned_loss=0.0823, over 2479086.16 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06684, over 25527.40 utterances.], batch size: 162, lr: 9.94e-04
2022-08-21 03:24:08,711 INFO [train.py:927] (0/8) Epoch 2, batch 18500, giga_loss[loss=0.2437, simple_loss=0.3126, pruned_loss=0.08743, over 12442.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05596, over 182.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3226, pruned_loss=0.08608, over 2477988.98 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06624, over 23877.16 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3563, pruned_loss=0.1203, over 2467801.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.05987, over 7934.04 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3207, pruned_loss=0.08335, over 2479162.88 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06636, over 25696.23 utterances.], batch size: 182, lr: 9.93e-04
2022-08-21 03:26:20,984 INFO [train.py:927] (0/8) Epoch 2, batch 18550, giga_loss[loss=0.2188, simple_loss=0.3186, pruned_loss=0.05949, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3243, pruned_loss=0.08651, over 2478415.54 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06994, over 24618.42 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3563, pruned_loss=0.1205, over 2467816.37 frames. utt_duration=1234 frames, utt_pad_proportion=0.06362, over 8009.90 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08358, over 2479511.11 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06885, over 26268.38 utterances.], batch size: 75, lr: 9.93e-04
2022-08-21 03:28:36,676 INFO [train.py:927] (0/8) Epoch 2, batch 18600, giga_loss[loss=0.2411, simple_loss=0.3087, pruned_loss=0.08678, over 12471.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03256, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.0864, over 2478211.06 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06862, over 24614.28 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3562, pruned_loss=0.1204, over 2467663.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.06274, over 8006.68 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3209, pruned_loss=0.08354, over 2479406.04 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06813, over 26225.49 utterances.], batch size: 105, lr: 9.92e-04
2022-08-21 03:30:34,199 INFO [train.py:927] (0/8) Epoch 2, batch 18650, giga_loss[loss=0.2284, simple_loss=0.3063, pruned_loss=0.07525, over 12400.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.06695, over 212.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08559, over 2477448.52 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07072, over 24616.40 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3562, pruned_loss=0.1206, over 2467188.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.0659, over 8080.57 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08173, over 2479280.65 frames. utt_duration=375 frames, utt_pad_proportion=0.06946, over 26531.05 utterances.], batch size: 212, lr: 9.92e-04
2022-08-21 03:32:31,587 INFO [train.py:927] (0/8) Epoch 2, batch 18700, giga_loss[loss=0.2139, simple_loss=0.299, pruned_loss=0.06442, over 12425.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04246, over 146.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08556, over 2477627.75 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07279, over 24623.81 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3567, pruned_loss=0.1208, over 2467199.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.07017, over 8151.99 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3164, pruned_loss=0.08191, over 2479209.94 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07057, over 26293.83 utterances.], batch size: 146, lr: 9.91e-04
2022-08-21 03:34:36,972 INFO [train.py:927] (0/8) Epoch 2, batch 18750, giga_loss[loss=0.2267, simple_loss=0.3023, pruned_loss=0.07558, over 12237.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03272, over 45.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3175, pruned_loss=0.08327, over 2477592.76 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06902, over 24315.73 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3564, pruned_loss=0.1206, over 2467258.21 frames. utt_duration=1214 frames, utt_pad_proportion=0.06938, over 8139.99 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.0799, over 2479004.34 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06766, over 25943.84 utterances.], batch size: 45, lr: 9.91e-04
2022-08-21 03:36:56,230 INFO [train.py:927] (0/8) Epoch 2, batch 18800, giga_loss[loss=0.2538, simple_loss=0.3309, pruned_loss=0.08832, over 12439.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05235, over 162.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3159, pruned_loss=0.08267, over 2477800.38 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07002, over 24577.55 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.356, pruned_loss=0.1205, over 2467263.53 frames. utt_duration=1216 frames, utt_pad_proportion=0.0687, over 8128.95 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3133, pruned_loss=0.07952, over 2479058.91 frames. utt_duration=381 frames, utt_pad_proportion=0.06912, over 26110.80 utterances.], batch size: 162, lr: 9.90e-04
2022-08-21 03:38:55,438 INFO [train.py:927] (0/8) Epoch 2, batch 18850, giga_loss[loss=0.2671, simple_loss=0.3363, pruned_loss=0.09897, over 12440.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.03994, over 114.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3167, pruned_loss=0.08384, over 2477262.07 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06807, over 24074.87 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3555, pruned_loss=0.1203, over 2466819.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.0669, over 8083.17 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3138, pruned_loss=0.08035, over 2478988.98 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06796, over 25849.02 utterances.], batch size: 114, lr: 9.89e-04
2022-08-21 03:40:51,829 INFO [train.py:927] (0/8) Epoch 2, batch 18900, giga_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07412, over 12392.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04024, over 105.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3164, pruned_loss=0.08313, over 2477542.61 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06834, over 24312.04 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3555, pruned_loss=0.1203, over 2466854.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.06697, over 8091.90 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3136, pruned_loss=0.07992, over 2479012.38 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06823, over 25909.65 utterances.], batch size: 105, lr: 9.89e-04
2022-08-21 03:42:53,301 INFO [train.py:927] (0/8) Epoch 2, batch 18950, giga_loss[loss=0.2361, simple_loss=0.3206, pruned_loss=0.07585, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03346, over 42.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3177, pruned_loss=0.08215, over 2477742.96 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07006, over 25418.29 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3558, pruned_loss=0.1203, over 2466865.18 frames. utt_duration=1219 frames, utt_pad_proportion=0.06705, over 8103.44 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3151, pruned_loss=0.07944, over 2478930.98 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06987, over 26729.38 utterances.], batch size: 42, lr: 9.88e-04
2022-08-21 03:44:49,068 INFO [train.py:927] (0/8) Epoch 2, batch 19000, giga_loss[loss=0.2589, simple_loss=0.333, pruned_loss=0.09243, over 12432.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3199, pruned_loss=0.08287, over 2478157.66 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07146, over 25975.99 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3569, pruned_loss=0.1203, over 2467277.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06536, over 8061.50 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07958, over 2479095.53 frames. utt_duration=360.2 frames, utt_pad_proportion=0.0717, over 27619.06 utterances.], batch size: 75, lr: 9.88e-04
2022-08-21 03:46:49,262 INFO [train.py:927] (0/8) Epoch 2, batch 19050, giga_loss[loss=0.2406, simple_loss=0.308, pruned_loss=0.08659, over 12367.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1793, over 358.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3188, pruned_loss=0.08207, over 2477389.26 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07202, over 25048.37 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3569, pruned_loss=0.1201, over 2466878.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06429, over 8040.03 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3142, pruned_loss=0.07845, over 2478806.16 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0725, over 26916.05 utterances.], batch size: 358, lr: 9.87e-04
2022-08-21 03:48:48,043 INFO [train.py:927] (0/8) Epoch 2, batch 19100, giga_loss[loss=0.2483, simple_loss=0.315, pruned_loss=0.09077, over 12416.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07352, over 213.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3169, pruned_loss=0.08218, over 2477485.41 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07156, over 24696.95 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3561, pruned_loss=0.1195, over 2466768.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06706, over 8072.77 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07819, over 2479153.84 frames. utt_duration=370.5 frames, utt_pad_proportion=0.0712, over 26855.01 utterances.], batch size: 213, lr: 9.87e-04
2022-08-21 03:50:54,843 INFO [train.py:927] (0/8) Epoch 2, batch 19150, libri_loss[loss=0.2731, simple_loss=0.327, pruned_loss=0.1096, over 12223.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006659, over 31.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3181, pruned_loss=0.08287, over 2477130.25 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07269, over 25234.93 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3551, pruned_loss=0.1191, over 2466522.18 frames. utt_duration=1230 frames, utt_pad_proportion=0.06589, over 8030.32 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07924, over 2478941.92 frames. utt_duration=363.1 frames, utt_pad_proportion=0.07268, over 27396.06 utterances.], batch size: 31, lr: 9.86e-04
2022-08-21 03:52:52,869 INFO [train.py:927] (0/8) Epoch 2, batch 19200, giga_loss[loss=0.2326, simple_loss=0.3194, pruned_loss=0.07286, over 12325.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03208, over 70.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3199, pruned_loss=0.084, over 2477039.63 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07013, over 24913.64 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3551, pruned_loss=0.1191, over 2466692.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.0648, over 8028.60 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.08029, over 2478553.66 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07063, over 27015.74 utterances.], batch size: 70, lr: 9.86e-04
2022-08-21 03:54:52,802 INFO [train.py:927] (0/8) Epoch 2, batch 19250, giga_loss[loss=0.2695, simple_loss=0.3424, pruned_loss=0.09832, over 12376.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04622, over 146.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3242, pruned_loss=0.08574, over 2477436.26 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07183, over 25070.24 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3572, pruned_loss=0.1196, over 2466951.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06341, over 8004.09 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3186, pruned_loss=0.08134, over 2478706.21 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07258, over 27261.73 utterances.], batch size: 146, lr: 9.85e-04
2022-08-21 03:57:12,945 INFO [train.py:927] (0/8) Epoch 2, batch 19300, giga_loss[loss=0.2521, simple_loss=0.3286, pruned_loss=0.08783, over 12323.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.0262, over 79.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3219, pruned_loss=0.08424, over 2477747.43 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06883, over 24786.51 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3572, pruned_loss=0.1196, over 2466951.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06341, over 8004.09 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3175, pruned_loss=0.08082, over 2478735.84 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06962, over 26492.17 utterances.], batch size: 79, lr: 9.85e-04
2022-08-21 03:59:12,572 INFO [train.py:927] (0/8) Epoch 2, batch 19350, giga_loss[loss=0.2562, simple_loss=0.3275, pruned_loss=0.09246, over 12379.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3221, pruned_loss=0.08506, over 2477732.69 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06843, over 24782.86 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3571, pruned_loss=0.1198, over 2466554.96 frames. utt_duration=1228 frames, utt_pad_proportion=0.06598, over 8042.10 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3175, pruned_loss=0.08101, over 2479249.86 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06852, over 26677.92 utterances.], batch size: 91, lr: 9.84e-04
2022-08-21 04:00:48,939 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-46000.pt
2022-08-21 04:01:27,621 INFO [train.py:927] (0/8) Epoch 2, batch 19400, giga_loss[loss=0.233, simple_loss=0.3165, pruned_loss=0.07477, over 12413.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.02894, over 122.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08352, over 2478076.99 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06644, over 24563.22 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3571, pruned_loss=0.1198, over 2466658.52 frames. utt_duration=1226 frames, utt_pad_proportion=0.06616, over 8060.56 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3152, pruned_loss=0.08005, over 2479280.21 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06657, over 26186.60 utterances.], batch size: 122, lr: 9.84e-04
2022-08-21 04:03:30,899 INFO [train.py:927] (0/8) Epoch 2, batch 19450, libri_loss[loss=0.2944, simple_loss=0.3597, pruned_loss=0.1145, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004367, over 34.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3188, pruned_loss=0.08285, over 2477995.17 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06454, over 23474.89 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.357, pruned_loss=0.1198, over 2466684.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06869, over 8101.08 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3146, pruned_loss=0.0789, over 2479326.62 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06401, over 25253.15 utterances.], batch size: 34, lr: 9.83e-04
2022-08-21 04:05:21,720 INFO [train.py:927] (0/8) Epoch 2, batch 19500, giga_loss[loss=0.2544, simple_loss=0.3345, pruned_loss=0.08712, over 12470.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02966, over 55.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3198, pruned_loss=0.08209, over 2477394.77 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06498, over 23207.39 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3563, pruned_loss=0.1194, over 2466928.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.067, over 8064.16 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3159, pruned_loss=0.07816, over 2478593.79 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06493, over 25127.78 utterances.], batch size: 55, lr: 9.83e-04
2022-08-21 04:07:31,690 INFO [train.py:927] (0/8) Epoch 2, batch 19550, giga_loss[loss=0.2109, simple_loss=0.2973, pruned_loss=0.06223, over 12459.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3198, pruned_loss=0.08152, over 2477647.27 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06207, over 23075.95 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3563, pruned_loss=0.1193, over 2467080.82 frames. utt_duration=1220 frames, utt_pad_proportion=0.06764, over 8101.92 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.316, pruned_loss=0.07788, over 2478640.49 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06202, over 24822.54 utterances.], batch size: 75, lr: 9.82e-04
2022-08-21 04:09:44,937 INFO [train.py:927] (0/8) Epoch 2, batch 19600, giga_loss[loss=0.2383, simple_loss=0.3243, pruned_loss=0.07611, over 12407.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04012, over 133.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3198, pruned_loss=0.08224, over 2477266.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.066, over 24081.25 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3552, pruned_loss=0.1191, over 2466584.02 frames. utt_duration=1231 frames, utt_pad_proportion=0.06604, over 8024.40 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3165, pruned_loss=0.07816, over 2478877.75 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06608, over 26093.15 utterances.], batch size: 133, lr: 9.81e-04
2022-08-21 04:11:56,051 INFO [train.py:927] (0/8) Epoch 2, batch 19650, giga_loss[loss=0.2307, simple_loss=0.3202, pruned_loss=0.07059, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04599, over 146.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3205, pruned_loss=0.08208, over 2477145.24 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06649, over 24323.82 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3544, pruned_loss=0.1186, over 2466072.00 frames. utt_duration=1234 frames, utt_pad_proportion=0.06445, over 8002.75 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3175, pruned_loss=0.07809, over 2479216.38 frames. utt_duration=376 frames, utt_pad_proportion=0.06694, over 26461.61 utterances.], batch size: 146, lr: 9.81e-04
2022-08-21 04:14:14,541 INFO [train.py:927] (0/8) Epoch 2, batch 19700, giga_loss[loss=0.2389, simple_loss=0.3125, pruned_loss=0.08266, over 12362.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02787, over 66.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3213, pruned_loss=0.08205, over 2476991.84 frames. utt_duration=415 frames, utt_pad_proportion=0.06257, over 23940.66 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3538, pruned_loss=0.1182, over 2465927.50 frames. utt_duration=1238 frames, utt_pad_proportion=0.06352, over 7973.89 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3189, pruned_loss=0.07863, over 2478934.18 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06348, over 25939.18 utterances.], batch size: 66, lr: 9.80e-04
2022-08-21 04:16:36,403 INFO [train.py:927] (0/8) Epoch 2, batch 19750, giga_loss[loss=0.2021, simple_loss=0.2987, pruned_loss=0.05281, over 12423.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04494, over 161.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3197, pruned_loss=0.08137, over 2477425.78 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06161, over 24126.85 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.354, pruned_loss=0.1186, over 2465921.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.06314, over 7976.17 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3174, pruned_loss=0.0781, over 2479049.74 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06249, over 25830.42 utterances.], batch size: 161, lr: 9.80e-04
2022-08-21 04:18:36,392 INFO [train.py:927] (0/8) Epoch 2, batch 19800, giga_loss[loss=0.2317, simple_loss=0.3179, pruned_loss=0.07275, over 12423.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03016, over 122.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3207, pruned_loss=0.08075, over 2477581.16 frames. utt_duration=413.7 frames, utt_pad_proportion=0.05839, over 24025.42 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3548, pruned_loss=0.1186, over 2465742.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06235, over 7944.96 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3175, pruned_loss=0.07745, over 2479275.08 frames. utt_duration=386.9 frames, utt_pad_proportion=0.05949, over 25711.91 utterances.], batch size: 122, lr: 9.79e-04
2022-08-21 04:20:32,287 INFO [train.py:927] (0/8) Epoch 2, batch 19850, giga_loss[loss=0.2471, simple_loss=0.3156, pruned_loss=0.08933, over 12376.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.0953, over 255.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.08218, over 2478137.43 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06602, over 25228.45 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3546, pruned_loss=0.1185, over 2465856.79 frames. utt_duration=1247 frames, utt_pad_proportion=0.06143, over 7922.19 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3193, pruned_loss=0.07898, over 2479592.30 frames. utt_duration=370.5 frames, utt_pad_proportion=0.0666, over 26858.55 utterances.], batch size: 255, lr: 9.79e-04
2022-08-21 04:22:26,222 INFO [train.py:927] (0/8) Epoch 2, batch 19900, giga_loss[loss=0.2567, simple_loss=0.331, pruned_loss=0.09117, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3204, pruned_loss=0.0814, over 2478140.16 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06397, over 24504.92 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3547, pruned_loss=0.1186, over 2466047.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.06077, over 7914.44 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3175, pruned_loss=0.07824, over 2479290.65 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06475, over 26032.22 utterances.], batch size: 146, lr: 9.78e-04
2022-08-21 04:24:18,435 INFO [train.py:927] (0/8) Epoch 2, batch 19950, libri_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09642, over 12202.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.00578, over 31.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3248, pruned_loss=0.08526, over 2476892.00 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06589, over 23878.59 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3547, pruned_loss=0.1187, over 2466003.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.06388, over 7980.36 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3216, pruned_loss=0.08168, over 2478165.20 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06559, over 25484.07 utterances.], batch size: 31, lr: 9.78e-04
2022-08-21 04:25:58,790 INFO [train.py:927] (0/8) Epoch 2, batch 20000, giga_loss[loss=0.2901, simple_loss=0.3549, pruned_loss=0.1126, over 12406.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.08091, over 214.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3326, pruned_loss=0.0903, over 2475965.35 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06387, over 22147.25 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3541, pruned_loss=0.1183, over 2465343.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.06194, over 7933.95 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3296, pruned_loss=0.08665, over 2477995.21 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06433, over 24024.07 utterances.], batch size: 214, lr: 9.77e-04
2022-08-21 04:27:39,601 INFO [train.py:927] (0/8) Epoch 2, batch 20050, giga_loss[loss=0.223, simple_loss=0.2965, pruned_loss=0.07477, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3301, pruned_loss=0.09051, over 2475262.05 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06225, over 21000.98 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3541, pruned_loss=0.1185, over 2465326.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.06122, over 7917.05 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3275, pruned_loss=0.08712, over 2477022.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06299, over 22694.89 utterances.], batch size: 97, lr: 9.77e-04
2022-08-21 04:29:21,514 INFO [train.py:927] (0/8) Epoch 2, batch 20100, giga_loss[loss=0.2225, simple_loss=0.294, pruned_loss=0.0755, over 12387.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0398, over 113.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08784, over 2474870.82 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06108, over 20154.97 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3538, pruned_loss=0.1184, over 2465468.98 frames. utt_duration=1247 frames, utt_pad_proportion=0.06104, over 7915.08 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3204, pruned_loss=0.0845, over 2476351.40 frames. utt_duration=456 frames, utt_pad_proportion=0.06184, over 21784.52 utterances.], batch size: 113, lr: 9.76e-04
2022-08-21 04:31:03,670 INFO [train.py:927] (0/8) Epoch 2, batch 20150, giga_loss[loss=0.2143, simple_loss=0.2845, pruned_loss=0.0721, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3151, pruned_loss=0.08436, over 2474285.02 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06174, over 19904.62 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3545, pruned_loss=0.1183, over 2465243.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.06032, over 7902.44 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.312, pruned_loss=0.08134, over 2475772.71 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06257, over 21371.81 utterances.], batch size: 113, lr: 9.76e-04
2022-08-21 04:32:46,739 INFO [train.py:927] (0/8) Epoch 2, batch 20200, giga_loss[loss=0.1935, simple_loss=0.2654, pruned_loss=0.06086, over 12460.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3133, pruned_loss=0.08305, over 2474272.39 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06589, over 19905.61 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3581, pruned_loss=0.1186, over 2465399.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05979, over 7914.43 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3071, pruned_loss=0.0798, over 2475487.83 frames. utt_duration=467 frames, utt_pad_proportion=0.06647, over 21264.25 utterances.], batch size: 55, lr: 9.75e-04
2022-08-21 04:34:27,799 INFO [train.py:927] (0/8) Epoch 2, batch 20250, giga_loss[loss=0.1904, simple_loss=0.2691, pruned_loss=0.05589, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3091, pruned_loss=0.08276, over 2473903.45 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06985, over 19519.46 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3569, pruned_loss=0.1184, over 2465354.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06196, over 7960.54 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3021, pruned_loss=0.07798, over 2475544.06 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06954, over 21377.95 utterances.], batch size: 62, lr: 9.75e-04
2022-08-21 04:36:12,059 INFO [train.py:927] (0/8) Epoch 2, batch 20300, giga_loss[loss=0.1692, simple_loss=0.2451, pruned_loss=0.04664, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03028, over 55.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3036, pruned_loss=0.08066, over 2473871.98 frames. utt_duration=509 frames, utt_pad_proportion=0.07056, over 19497.14 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.357, pruned_loss=0.1187, over 2465763.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.06868, over 8099.25 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.2966, pruned_loss=0.07561, over 2475038.69 frames. utt_duration=469 frames, utt_pad_proportion=0.06824, over 21174.68 utterances.], batch size: 55, lr: 9.74e-04
2022-08-21 04:37:54,686 INFO [train.py:927] (0/8) Epoch 2, batch 20350, giga_loss[loss=0.2181, simple_loss=0.2814, pruned_loss=0.07738, over 12219.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.0317, over 39.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3005, pruned_loss=0.07998, over 2473712.13 frames. utt_duration=530 frames, utt_pad_proportion=0.06701, over 18721.53 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3575, pruned_loss=0.1194, over 2466133.85 frames. utt_duration=1208 frames, utt_pad_proportion=0.07181, over 8173.75 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2926, pruned_loss=0.07402, over 2474579.59 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0643, over 20360.03 utterances.], batch size: 39, lr: 9.74e-04
2022-08-21 04:39:37,539 INFO [train.py:927] (0/8) Epoch 2, batch 20400, giga_loss[loss=0.1856, simple_loss=0.2499, pruned_loss=0.06062, over 12232.00 frames. utt_duration=1883 frames, utt_pad_proportion=0.05793, over 26.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.2927, pruned_loss=0.07612, over 2473858.61 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06423, over 18291.17 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.357, pruned_loss=0.1194, over 2465993.54 frames. utt_duration=1212 frames, utt_pad_proportion=0.07106, over 8145.30 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2861, pruned_loss=0.07087, over 2474755.58 frames. utt_duration=503 frames, utt_pad_proportion=0.06245, over 19736.92 utterances.], batch size: 26, lr: 9.73e-04
2022-08-21 04:41:22,618 INFO [train.py:927] (0/8) Epoch 2, batch 20450, libri_loss[loss=0.2644, simple_loss=0.3248, pruned_loss=0.102, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008428, over 30.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.2966, pruned_loss=0.07836, over 2473669.70 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06718, over 18761.06 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3569, pruned_loss=0.1194, over 2466064.58 frames. utt_duration=1214 frames, utt_pad_proportion=0.07083, over 8134.58 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2913, pruned_loss=0.07414, over 2474338.51 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06572, over 19956.09 utterances.], batch size: 30, lr: 9.73e-04
2022-08-21 04:43:04,956 INFO [train.py:927] (0/8) Epoch 2, batch 20500, libri_loss[loss=0.2773, simple_loss=0.3385, pruned_loss=0.1081, over 12306.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006013, over 35.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3105, pruned_loss=0.08632, over 2473588.08 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06604, over 18835.33 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3568, pruned_loss=0.1191, over 2466182.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06854, over 8106.11 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3041, pruned_loss=0.08162, over 2474336.90 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06572, over 20282.40 utterances.], batch size: 35, lr: 9.72e-04
2022-08-21 04:44:48,536 INFO [train.py:927] (0/8) Epoch 2, batch 20550, giga_loss[loss=0.2863, simple_loss=0.3611, pruned_loss=0.1058, over 12391.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02893, over 58.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3178, pruned_loss=0.08911, over 2473512.75 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06406, over 18483.11 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3562, pruned_loss=0.119, over 2466080.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06759, over 8075.26 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3125, pruned_loss=0.08497, over 2474333.83 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06426, over 19848.68 utterances.], batch size: 58, lr: 9.72e-04
2022-08-21 04:46:33,092 INFO [train.py:927] (0/8) Epoch 2, batch 20600, giga_loss[loss=0.2527, simple_loss=0.3298, pruned_loss=0.08775, over 12308.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02945, over 74.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3211, pruned_loss=0.0901, over 2473470.71 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06532, over 18658.99 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3561, pruned_loss=0.1188, over 2466252.58 frames. utt_duration=1225 frames, utt_pad_proportion=0.06681, over 8060.22 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3165, pruned_loss=0.08651, over 2474061.50 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06572, over 19905.75 utterances.], batch size: 74, lr: 9.71e-04
2022-08-21 04:48:16,952 INFO [train.py:927] (0/8) Epoch 2, batch 20650, giga_loss[loss=0.2301, simple_loss=0.3143, pruned_loss=0.07297, over 12285.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.05399, over 26.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3257, pruned_loss=0.09191, over 2473591.39 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06652, over 18460.88 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2466185.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06631, over 8051.62 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3208, pruned_loss=0.08887, over 2474196.49 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06696, over 19547.49 utterances.], batch size: 26, lr: 9.71e-04
2022-08-21 04:49:59,494 INFO [train.py:927] (0/8) Epoch 2, batch 20700, giga_loss[loss=0.231, simple_loss=0.3187, pruned_loss=0.07163, over 12418.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0275, over 58.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3312, pruned_loss=0.09432, over 2473606.21 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06835, over 18410.87 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3576, pruned_loss=0.1188, over 2466431.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.06534, over 8021.80 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.09146, over 2474000.97 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06897, over 19479.53 utterances.], batch size: 58, lr: 9.70e-04
2022-08-21 04:51:40,825 INFO [train.py:927] (0/8) Epoch 2, batch 20750, giga_loss[loss=0.2599, simple_loss=0.3377, pruned_loss=0.091, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03494, over 104.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3342, pruned_loss=0.09644, over 2473633.71 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06971, over 18449.39 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3575, pruned_loss=0.1194, over 2466753.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06551, over 8069.80 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3296, pruned_loss=0.09279, over 2473918.97 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07016, over 19659.41 utterances.], batch size: 104, lr: 9.70e-04
2022-08-21 04:53:23,829 INFO [train.py:927] (0/8) Epoch 2, batch 20800, giga_loss[loss=0.2333, simple_loss=0.319, pruned_loss=0.07385, over 12168.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03266, over 36.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.335, pruned_loss=0.09561, over 2473117.02 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06699, over 17471.89 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3573, pruned_loss=0.1194, over 2466823.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06439, over 8062.11 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3309, pruned_loss=0.09215, over 2473438.20 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06799, over 18666.13 utterances.], batch size: 36, lr: 9.69e-04
2022-08-21 04:55:07,935 INFO [train.py:927] (0/8) Epoch 2, batch 20850, giga_loss[loss=0.2211, simple_loss=0.3159, pruned_loss=0.06317, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03832, over 28.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3385, pruned_loss=0.09553, over 2473211.14 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06303, over 16649.30 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3596, pruned_loss=0.1195, over 2466785.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06338, over 8043.20 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3323, pruned_loss=0.0918, over 2473767.18 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06457, over 17965.91 utterances.], batch size: 28, lr: 9.69e-04
2022-08-21 04:56:53,260 INFO [train.py:927] (0/8) Epoch 2, batch 20900, giga_loss[loss=0.3014, simple_loss=0.3598, pruned_loss=0.1215, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.342, pruned_loss=0.09971, over 2473910.78 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05893, over 16566.05 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3606, pruned_loss=0.1201, over 2466774.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.06308, over 8049.53 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3359, pruned_loss=0.0959, over 2474462.16 frames. utt_duration=559 frames, utt_pad_proportion=0.06053, over 17753.43 utterances.], batch size: 161, lr: 9.68e-04
2022-08-21 04:58:35,740 INFO [train.py:927] (0/8) Epoch 2, batch 20950, giga_loss[loss=0.2525, simple_loss=0.3287, pruned_loss=0.08817, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03782, over 123.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3408, pruned_loss=0.1, over 2473812.34 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05569, over 16239.28 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3603, pruned_loss=0.1201, over 2467059.32 frames. utt_duration=1229 frames, utt_pad_proportion=0.06218, over 8036.74 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3358, pruned_loss=0.09669, over 2474137.05 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0575, over 17334.72 utterances.], batch size: 123, lr: 9.68e-04
2022-08-21 05:00:19,235 INFO [train.py:927] (0/8) Epoch 2, batch 21000, giga_loss[loss=0.2544, simple_loss=0.3207, pruned_loss=0.09407, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03095, over 62.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3385, pruned_loss=0.09964, over 2474140.92 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05668, over 16144.89 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3597, pruned_loss=0.1199, over 2467445.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.06524, over 8104.47 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3346, pruned_loss=0.09669, over 2474219.29 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05675, over 17134.74 utterances.], batch size: 62, lr: 9.67e-04
2022-08-21 05:00:19,243 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 05:00:33,102 INFO [train.py:967] (0/8) 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 05:02:13,096 INFO [train.py:927] (0/8) Epoch 2, batch 21050, giga_loss[loss=0.2516, simple_loss=0.3237, pruned_loss=0.08975, over 12407.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02838, over 58.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.336, pruned_loss=0.09843, over 2473649.45 frames. utt_duration=608 frames, utt_pad_proportion=0.05594, over 16315.72 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3584, pruned_loss=0.1193, over 2467343.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06365, over 8047.89 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3333, pruned_loss=0.09593, over 2474010.35 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05657, over 17419.56 utterances.], batch size: 58, lr: 9.67e-04
2022-08-21 05:03:57,523 INFO [train.py:927] (0/8) Epoch 2, batch 21100, giga_loss[loss=0.2145, simple_loss=0.2933, pruned_loss=0.0679, over 12394.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02642, over 70.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3323, pruned_loss=0.09735, over 2472878.13 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06395, over 17364.92 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3584, pruned_loss=0.1197, over 2466930.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.06686, over 8123.35 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3295, pruned_loss=0.09439, over 2473681.98 frames. utt_duration=539 frames, utt_pad_proportion=0.06255, over 18409.10 utterances.], batch size: 70, lr: 9.66e-04
2022-08-21 05:05:40,577 INFO [train.py:927] (0/8) Epoch 2, batch 21150, giga_loss[loss=0.2336, simple_loss=0.3005, pruned_loss=0.08334, over 12441.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04797, over 34.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.328, pruned_loss=0.09455, over 2473336.18 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07253, over 18680.13 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3601, pruned_loss=0.1202, over 2467002.50 frames. utt_duration=1216 frames, utt_pad_proportion=0.06649, over 8123.84 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3237, pruned_loss=0.09136, over 2474015.06 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0712, over 19678.28 utterances.], batch size: 34, lr: 9.66e-04
2022-08-21 05:07:25,422 INFO [train.py:927] (0/8) Epoch 2, batch 21200, giga_loss[loss=0.2588, simple_loss=0.3257, pruned_loss=0.09591, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3263, pruned_loss=0.09327, over 2472962.52 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07514, over 19258.57 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3595, pruned_loss=0.12, over 2466843.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.06609, over 8110.90 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3227, pruned_loss=0.09036, over 2473792.82 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07421, over 20308.21 utterances.], batch size: 133, lr: 9.65e-04
2022-08-21 05:09:09,224 INFO [train.py:927] (0/8) Epoch 2, batch 21250, giga_loss[loss=0.2321, simple_loss=0.295, pruned_loss=0.08464, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03297, over 42.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3236, pruned_loss=0.09252, over 2471660.78 frames. utt_duration=551.4 frames, utt_pad_proportion=0.07266, over 17978.30 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3595, pruned_loss=0.1202, over 2466557.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.0691, over 8181.78 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3198, pruned_loss=0.08916, over 2472752.57 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07106, over 19089.07 utterances.], batch size: 42, lr: 9.65e-04
2022-08-21 05:10:51,011 INFO [train.py:927] (0/8) Epoch 2, batch 21300, giga_loss[loss=0.2037, simple_loss=0.2778, pruned_loss=0.06484, over 12358.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3195, pruned_loss=0.09068, over 2472225.50 frames. utt_duration=564.4 frames, utt_pad_proportion=0.07001, over 17566.55 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3595, pruned_loss=0.1204, over 2466871.64 frames. utt_duration=1198 frames, utt_pad_proportion=0.07207, over 8244.61 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3157, pruned_loss=0.0872, over 2472952.27 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06776, over 18603.35 utterances.], batch size: 58, lr: 9.64e-04
2022-08-21 05:12:35,050 INFO [train.py:927] (0/8) Epoch 2, batch 21350, libri_loss[loss=0.3556, simple_loss=0.4307, pruned_loss=0.1402, over 12414.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02349, over 43.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3169, pruned_loss=0.08938, over 2472332.36 frames. utt_duration=571 frames, utt_pad_proportion=0.06966, over 17364.28 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3605, pruned_loss=0.1208, over 2467136.24 frames. utt_duration=1188 frames, utt_pad_proportion=0.07505, over 8317.39 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.312, pruned_loss=0.08572, over 2472764.86 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06654, over 18284.77 utterances.], batch size: 43, lr: 9.64e-04
2022-08-21 05:13:49,787 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-48000.pt
2022-08-21 05:14:25,167 INFO [train.py:927] (0/8) Epoch 2, batch 21400, giga_loss[loss=0.238, simple_loss=0.3015, pruned_loss=0.08723, over 12284.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03771, over 51.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3125, pruned_loss=0.08654, over 2471738.54 frames. utt_duration=599 frames, utt_pad_proportion=0.06451, over 16545.96 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3607, pruned_loss=0.1206, over 2467162.96 frames. utt_duration=1192 frames, utt_pad_proportion=0.07427, over 8289.75 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3078, pruned_loss=0.08341, over 2472144.06 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06245, over 17409.62 utterances.], batch size: 51, lr: 9.63e-04
2022-08-21 05:16:08,373 INFO [train.py:927] (0/8) Epoch 2, batch 21450, giga_loss[loss=0.2864, simple_loss=0.3504, pruned_loss=0.1112, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03562, over 104.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3103, pruned_loss=0.08576, over 2472111.25 frames. utt_duration=597 frames, utt_pad_proportion=0.06491, over 16604.66 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3605, pruned_loss=0.1206, over 2467335.94 frames. utt_duration=1195 frames, utt_pad_proportion=0.073, over 8270.64 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3057, pruned_loss=0.08248, over 2472391.09 frames. utt_duration=566.8 frames, utt_pad_proportion=0.0637, over 17495.30 utterances.], batch size: 104, lr: 9.63e-04
2022-08-21 05:17:51,056 INFO [train.py:927] (0/8) Epoch 2, batch 21500, giga_loss[loss=0.2433, simple_loss=0.3153, pruned_loss=0.0856, over 12471.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3096, pruned_loss=0.08556, over 2471808.03 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06265, over 16401.62 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.36, pruned_loss=0.1204, over 2467393.85 frames. utt_duration=1199 frames, utt_pad_proportion=0.07191, over 8243.39 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3055, pruned_loss=0.08249, over 2472034.93 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0622, over 17286.34 utterances.], batch size: 55, lr: 9.62e-04
2022-08-21 05:19:36,242 INFO [train.py:927] (0/8) Epoch 2, batch 21550, giga_loss[loss=0.2709, simple_loss=0.3289, pruned_loss=0.1065, over 12243.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03045, over 42.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3137, pruned_loss=0.08838, over 2472058.13 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05917, over 16278.68 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.36, pruned_loss=0.1205, over 2467348.77 frames. utt_duration=1201 frames, utt_pad_proportion=0.07107, over 8225.83 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3098, pruned_loss=0.08542, over 2472340.22 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05925, over 17103.93 utterances.], batch size: 42, lr: 9.62e-04
2022-08-21 05:21:18,451 INFO [train.py:927] (0/8) Epoch 2, batch 21600, giga_loss[loss=0.2372, simple_loss=0.3218, pruned_loss=0.07629, over 12392.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02841, over 51.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3219, pruned_loss=0.09395, over 2472005.56 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06539, over 16949.96 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3597, pruned_loss=0.1204, over 2467102.15 frames. utt_duration=1205 frames, utt_pad_proportion=0.07014, over 8201.69 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3177, pruned_loss=0.09073, over 2472623.56 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06551, over 17922.33 utterances.], batch size: 51, lr: 9.61e-04
2022-08-21 05:23:01,806 INFO [train.py:927] (0/8) Epoch 2, batch 21650, giga_loss[loss=0.2878, simple_loss=0.3659, pruned_loss=0.1049, over 12411.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03408, over 75.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3282, pruned_loss=0.09663, over 2472238.79 frames. utt_duration=565.3 frames, utt_pad_proportion=0.069, over 17539.93 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3591, pruned_loss=0.1204, over 2467211.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.06884, over 8179.64 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3243, pruned_loss=0.09329, over 2472796.12 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06939, over 18624.31 utterances.], batch size: 75, lr: 9.61e-04
2022-08-21 05:24:43,145 INFO [train.py:927] (0/8) Epoch 2, batch 21700, giga_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.07722, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.333, pruned_loss=0.09907, over 2473201.53 frames. utt_duration=545.4 frames, utt_pad_proportion=0.07122, over 18189.07 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3579, pruned_loss=0.1198, over 2467412.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06694, over 8111.44 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3298, pruned_loss=0.096, over 2473667.38 frames. utt_duration=507.9 frames, utt_pad_proportion=0.0722, over 19537.40 utterances.], batch size: 75, lr: 9.60e-04
2022-08-21 05:26:26,626 INFO [train.py:927] (0/8) Epoch 2, batch 21750, giga_loss[loss=0.2716, simple_loss=0.334, pruned_loss=0.1046, over 12363.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3323, pruned_loss=0.09733, over 2473124.37 frames. utt_duration=523.3 frames, utt_pad_proportion=0.07564, over 18958.04 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3593, pruned_loss=0.1203, over 2467158.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06602, over 8075.45 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3279, pruned_loss=0.09399, over 2473823.81 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07653, over 20263.93 utterances.], batch size: 257, lr: 9.60e-04
2022-08-21 05:28:10,390 INFO [train.py:927] (0/8) Epoch 2, batch 21800, giga_loss[loss=0.2531, simple_loss=0.3316, pruned_loss=0.08725, over 12380.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3322, pruned_loss=0.09596, over 2472708.73 frames. utt_duration=532.2 frames, utt_pad_proportion=0.07092, over 18636.06 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3593, pruned_loss=0.12, over 2467312.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06503, over 8060.11 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3282, pruned_loss=0.09313, over 2473227.71 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07234, over 19892.31 utterances.], batch size: 70, lr: 9.59e-04
2022-08-21 05:29:53,289 INFO [train.py:927] (0/8) Epoch 2, batch 21850, giga_loss[loss=0.2827, simple_loss=0.353, pruned_loss=0.1062, over 12464.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03174, over 86.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3336, pruned_loss=0.09664, over 2472102.50 frames. utt_duration=557 frames, utt_pad_proportion=0.07053, over 17799.72 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3587, pruned_loss=0.1196, over 2467367.95 frames. utt_duration=1228 frames, utt_pad_proportion=0.0646, over 8044.36 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3303, pruned_loss=0.0941, over 2472597.94 frames. utt_duration=519.3 frames, utt_pad_proportion=0.07201, over 19099.72 utterances.], batch size: 86, lr: 9.59e-04
2022-08-21 05:31:37,807 INFO [train.py:927] (0/8) Epoch 2, batch 21900, giga_loss[loss=0.2528, simple_loss=0.3197, pruned_loss=0.09298, over 12460.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.0305, over 55.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3344, pruned_loss=0.09765, over 2472047.69 frames. utt_duration=540.5 frames, utt_pad_proportion=0.07105, over 18346.09 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3587, pruned_loss=0.1196, over 2467425.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06511, over 8069.14 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3317, pruned_loss=0.09555, over 2472400.57 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07198, over 19389.32 utterances.], batch size: 55, lr: 9.58e-04
2022-08-21 05:33:23,542 INFO [train.py:927] (0/8) Epoch 2, batch 21950, giga_loss[loss=0.3223, simple_loss=0.386, pruned_loss=0.1293, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3358, pruned_loss=0.09854, over 2471905.96 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06905, over 18088.53 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3587, pruned_loss=0.1197, over 2467324.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06486, over 8062.80 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3335, pruned_loss=0.09674, over 2472287.50 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06997, over 18953.31 utterances.], batch size: 91, lr: 9.58e-04
2022-08-21 05:35:06,913 INFO [train.py:927] (0/8) Epoch 2, batch 22000, giga_loss[loss=0.2358, simple_loss=0.3149, pruned_loss=0.07832, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02294, over 48.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3364, pruned_loss=0.09819, over 2472217.20 frames. utt_duration=564.9 frames, utt_pad_proportion=0.0693, over 17553.04 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3582, pruned_loss=0.1197, over 2466960.32 frames. utt_duration=1226 frames, utt_pad_proportion=0.06439, over 8060.27 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3345, pruned_loss=0.09627, over 2472978.80 frames. utt_duration=536.8 frames, utt_pad_proportion=0.07033, over 18479.37 utterances.], batch size: 48, lr: 9.57e-04
2022-08-21 05:36:50,257 INFO [train.py:927] (0/8) Epoch 2, batch 22050, giga_loss[loss=0.2984, simple_loss=0.3682, pruned_loss=0.1143, over 12456.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02749, over 80.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3378, pruned_loss=0.09808, over 2471722.51 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06602, over 16717.09 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.359, pruned_loss=0.1197, over 2467091.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.06343, over 8036.90 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3346, pruned_loss=0.09561, over 2472382.53 frames. utt_duration=556.4 frames, utt_pad_proportion=0.0675, over 17823.01 utterances.], batch size: 80, lr: 9.57e-04
2022-08-21 05:38:34,701 INFO [train.py:927] (0/8) Epoch 2, batch 22100, giga_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09289, over 12450.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02947, over 80.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.337, pruned_loss=0.09764, over 2472095.89 frames. utt_duration=611.4 frames, utt_pad_proportion=0.06332, over 16212.38 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3593, pruned_loss=0.1204, over 2467552.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.06378, over 8068.82 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3336, pruned_loss=0.09452, over 2472346.32 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06456, over 17296.88 utterances.], batch size: 80, lr: 9.56e-04
2022-08-21 05:40:17,083 INFO [train.py:927] (0/8) Epoch 2, batch 22150, giga_loss[loss=0.2443, simple_loss=0.3261, pruned_loss=0.08128, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03498, over 43.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3359, pruned_loss=0.09833, over 2471857.41 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06395, over 15696.36 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3591, pruned_loss=0.1205, over 2467567.90 frames. utt_duration=1224 frames, utt_pad_proportion=0.06335, over 8076.87 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3328, pruned_loss=0.09513, over 2472137.05 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06511, over 16765.34 utterances.], batch size: 43, lr: 9.56e-04
2022-08-21 05:41:59,729 INFO [train.py:927] (0/8) Epoch 2, batch 22200, giga_loss[loss=0.2409, simple_loss=0.3187, pruned_loss=0.08158, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03517, over 104.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3352, pruned_loss=0.09702, over 2471926.39 frames. utt_duration=636.7 frames, utt_pad_proportion=0.06193, over 15566.26 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3589, pruned_loss=0.1204, over 2467561.63 frames. utt_duration=1213 frames, utt_pad_proportion=0.0674, over 8144.16 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3327, pruned_loss=0.09435, over 2472186.64 frames. utt_duration=604 frames, utt_pad_proportion=0.0612, over 16413.12 utterances.], batch size: 104, lr: 9.55e-04
2022-08-21 05:43:42,109 INFO [train.py:927] (0/8) Epoch 2, batch 22250, giga_loss[loss=0.2643, simple_loss=0.3427, pruned_loss=0.09293, over 12440.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03915, over 31.00 utterances.], tot_loss[loss=0.267, simple_loss=0.337, pruned_loss=0.09848, over 2472127.60 frames. utt_duration=639.7 frames, utt_pad_proportion=0.0611, over 15494.36 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3588, pruned_loss=0.1203, over 2467617.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.06579, over 8112.74 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3342, pruned_loss=0.09564, over 2472460.65 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06122, over 16488.38 utterances.], batch size: 31, lr: 9.55e-04
2022-08-21 05:45:26,166 INFO [train.py:927] (0/8) Epoch 2, batch 22300, giga_loss[loss=0.2709, simple_loss=0.3291, pruned_loss=0.1063, over 12339.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02957, over 85.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3345, pruned_loss=0.09774, over 2472433.12 frames. utt_duration=639.3 frames, utt_pad_proportion=0.06563, over 15506.77 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3588, pruned_loss=0.1205, over 2467631.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.06895, over 8170.18 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3319, pruned_loss=0.09498, over 2472755.09 frames. utt_duration=606.9 frames, utt_pad_proportion=0.06394, over 16338.00 utterances.], batch size: 85, lr: 9.54e-04
2022-08-21 05:47:08,577 INFO [train.py:927] (0/8) Epoch 2, batch 22350, giga_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08759, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02744, over 45.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3335, pruned_loss=0.09712, over 2472018.64 frames. utt_duration=650.2 frames, utt_pad_proportion=0.06672, over 15243.90 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3597, pruned_loss=0.1208, over 2467828.59 frames. utt_duration=1213 frames, utt_pad_proportion=0.06743, over 8151.28 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.33, pruned_loss=0.094, over 2472237.22 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06592, over 16124.17 utterances.], batch size: 45, lr: 9.54e-04
2022-08-21 05:48:51,770 INFO [train.py:927] (0/8) Epoch 2, batch 22400, giga_loss[loss=0.2854, simple_loss=0.3422, pruned_loss=0.1143, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07478, over 212.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3319, pruned_loss=0.09656, over 2472155.03 frames. utt_duration=631.5 frames, utt_pad_proportion=0.06426, over 15695.26 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3601, pruned_loss=0.1208, over 2467543.95 frames. utt_duration=1212 frames, utt_pad_proportion=0.0663, over 8154.08 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3278, pruned_loss=0.09325, over 2472734.98 frames. utt_duration=596 frames, utt_pad_proportion=0.06425, over 16637.08 utterances.], batch size: 212, lr: 9.53e-04
2022-08-21 05:50:33,533 INFO [train.py:927] (0/8) Epoch 2, batch 22450, libri_loss[loss=0.2844, simple_loss=0.344, pruned_loss=0.1124, over 12264.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.003935, over 34.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3277, pruned_loss=0.09484, over 2472398.16 frames. utt_duration=621.5 frames, utt_pad_proportion=0.06387, over 15951.13 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3594, pruned_loss=0.1203, over 2467438.15 frames. utt_duration=1216 frames, utt_pad_proportion=0.06532, over 8123.26 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3245, pruned_loss=0.09218, over 2473039.28 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06428, over 16862.30 utterances.], batch size: 34, lr: 9.53e-04
2022-08-21 05:52:15,515 INFO [train.py:927] (0/8) Epoch 2, batch 22500, giga_loss[loss=0.2468, simple_loss=0.3121, pruned_loss=0.09075, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3257, pruned_loss=0.09424, over 2472186.63 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06313, over 16326.56 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3597, pruned_loss=0.1209, over 2467696.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.06434, over 8104.99 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3223, pruned_loss=0.09112, over 2472540.13 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06389, over 17208.36 utterances.], batch size: 62, lr: 9.52e-04
2022-08-21 05:53:56,609 INFO [train.py:927] (0/8) Epoch 2, batch 22550, giga_loss[loss=0.2599, simple_loss=0.3429, pruned_loss=0.08843, over 12335.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03448, over 62.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3266, pruned_loss=0.09436, over 2472645.73 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06157, over 16747.40 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3592, pruned_loss=0.121, over 2468171.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06302, over 8082.24 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3233, pruned_loss=0.09092, over 2472651.90 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06278, over 17748.80 utterances.], batch size: 62, lr: 9.52e-04
2022-08-21 05:55:37,201 INFO [train.py:927] (0/8) Epoch 2, batch 22600, giga_loss[loss=0.2572, simple_loss=0.3263, pruned_loss=0.09405, over 12354.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03204, over 58.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3276, pruned_loss=0.09371, over 2473073.76 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06022, over 17300.99 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3592, pruned_loss=0.1208, over 2467891.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06228, over 8068.05 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3246, pruned_loss=0.09079, over 2473394.98 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06151, over 18226.12 utterances.], batch size: 58, lr: 9.51e-04
2022-08-21 05:57:17,143 INFO [train.py:927] (0/8) Epoch 2, batch 22650, giga_loss[loss=0.2608, simple_loss=0.3258, pruned_loss=0.09791, over 12356.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.186, over 361.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09265, over 2473592.49 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06329, over 17925.43 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3599, pruned_loss=0.1208, over 2467838.12 frames. utt_duration=1219 frames, utt_pad_proportion=0.06553, over 8110.40 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3238, pruned_loss=0.08978, over 2474007.70 frames. utt_duration=527 frames, utt_pad_proportion=0.06293, over 18833.33 utterances.], batch size: 361, lr: 9.51e-04
2022-08-21 05:58:59,038 INFO [train.py:927] (0/8) Epoch 2, batch 22700, giga_loss[loss=0.2639, simple_loss=0.3429, pruned_loss=0.09246, over 12372.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03951, over 145.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.09232, over 2473502.86 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06107, over 17422.84 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3609, pruned_loss=0.1211, over 2467928.45 frames. utt_duration=1208 frames, utt_pad_proportion=0.06925, over 8180.37 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3231, pruned_loss=0.08923, over 2473854.74 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05934, over 18250.40 utterances.], batch size: 145, lr: 9.50e-04
2022-08-21 06:00:39,061 INFO [train.py:927] (0/8) Epoch 2, batch 22750, giga_loss[loss=0.2283, simple_loss=0.3162, pruned_loss=0.07017, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09287, over 2474012.68 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05924, over 16977.97 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3607, pruned_loss=0.1212, over 2468216.46 frames. utt_duration=1209 frames, utt_pad_proportion=0.06849, over 8175.42 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3239, pruned_loss=0.08941, over 2474230.64 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05803, over 17927.72 utterances.], batch size: 66, lr: 9.50e-04
2022-08-21 06:02:20,491 INFO [train.py:927] (0/8) Epoch 2, batch 22800, giga_loss[loss=0.3442, simple_loss=0.384, pruned_loss=0.1522, over 12388.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3291, pruned_loss=0.09293, over 2473392.20 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06107, over 16997.16 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3609, pruned_loss=0.1212, over 2468226.55 frames. utt_duration=1208 frames, utt_pad_proportion=0.06795, over 8181.71 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.325, pruned_loss=0.08982, over 2473644.39 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06019, over 17860.44 utterances.], batch size: 258, lr: 9.49e-04
2022-08-21 06:04:00,835 INFO [train.py:927] (0/8) Epoch 2, batch 22850, libri_loss[loss=0.3436, simple_loss=0.3813, pruned_loss=0.1529, over 12357.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03835, over 46.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3298, pruned_loss=0.09342, over 2473382.00 frames. utt_duration=594.7 frames, utt_pad_proportion=0.0595, over 16679.35 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3605, pruned_loss=0.1212, over 2468324.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.06632, over 8162.63 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.08998, over 2473658.31 frames. utt_duration=562 frames, utt_pad_proportion=0.0594, over 17652.22 utterances.], batch size: 46, lr: 9.49e-04
2022-08-21 06:05:41,914 INFO [train.py:927] (0/8) Epoch 2, batch 22900, libri_loss[loss=0.3666, simple_loss=0.3949, pruned_loss=0.1691, over 12381.00 frames. utt_duration=424.8 frames, utt_pad_proportion=0.3352, over 117.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3292, pruned_loss=0.09306, over 2473636.94 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06231, over 16821.58 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3601, pruned_loss=0.1212, over 2468357.50 frames. utt_duration=1204 frames, utt_pad_proportion=0.06952, over 8212.67 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3258, pruned_loss=0.08978, over 2473920.91 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06054, over 17700.20 utterances.], batch size: 117, lr: 9.49e-04
2022-08-21 06:07:22,037 INFO [train.py:927] (0/8) Epoch 2, batch 22950, giga_loss[loss=0.281, simple_loss=0.3457, pruned_loss=0.1082, over 12364.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07564, over 212.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3265, pruned_loss=0.09197, over 2473955.61 frames. utt_duration=585 frames, utt_pad_proportion=0.06221, over 16958.57 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3597, pruned_loss=0.1208, over 2468410.51 frames. utt_duration=1208 frames, utt_pad_proportion=0.06861, over 8181.64 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3234, pruned_loss=0.08908, over 2474252.68 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06112, over 17889.11 utterances.], batch size: 212, lr: 9.48e-04
2022-08-21 06:09:03,649 INFO [train.py:927] (0/8) Epoch 2, batch 23000, libri_loss[loss=0.4019, simple_loss=0.4376, pruned_loss=0.1831, over 12441.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01522, over 40.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3266, pruned_loss=0.09181, over 2473840.17 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06132, over 16869.03 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3606, pruned_loss=0.1218, over 2468355.77 frames. utt_duration=1209 frames, utt_pad_proportion=0.06749, over 8179.99 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3225, pruned_loss=0.08788, over 2474257.08 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06088, over 17818.57 utterances.], batch size: 40, lr: 9.48e-04
2022-08-21 06:10:45,852 INFO [train.py:927] (0/8) Epoch 2, batch 23050, giga_loss[loss=0.2631, simple_loss=0.3248, pruned_loss=0.1007, over 12294.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02562, over 54.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3284, pruned_loss=0.09244, over 2473706.59 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06133, over 17256.46 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3613, pruned_loss=0.1221, over 2468175.64 frames. utt_duration=1212 frames, utt_pad_proportion=0.06683, over 8158.33 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3241, pruned_loss=0.08868, over 2474257.35 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06121, over 18135.53 utterances.], batch size: 54, lr: 9.47e-04
2022-08-21 06:12:24,508 INFO [train.py:927] (0/8) Epoch 2, batch 23100, giga_loss[loss=0.2665, simple_loss=0.3326, pruned_loss=0.1002, over 12421.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04501, over 134.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3275, pruned_loss=0.09273, over 2474187.31 frames. utt_duration=591.9 frames, utt_pad_proportion=0.057, over 16763.84 utterances.], libri_tot_loss[loss=0.3042, simple_loss=0.3625, pruned_loss=0.1229, over 2468042.50 frames. utt_duration=1210 frames, utt_pad_proportion=0.06655, over 8171.93 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3223, pruned_loss=0.08841, over 2474863.28 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05715, over 17644.09 utterances.], batch size: 134, lr: 9.47e-04
2022-08-21 06:14:04,727 INFO [train.py:927] (0/8) Epoch 2, batch 23150, giga_loss[loss=0.2488, simple_loss=0.3217, pruned_loss=0.08792, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03732, over 105.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3254, pruned_loss=0.09278, over 2473779.50 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06048, over 17624.92 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.3621, pruned_loss=0.1226, over 2467798.87 frames. utt_duration=1213 frames, utt_pad_proportion=0.06583, over 8148.49 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3212, pruned_loss=0.08924, over 2474591.90 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06069, over 18460.83 utterances.], batch size: 105, lr: 9.46e-04
2022-08-21 06:15:45,528 INFO [train.py:927] (0/8) Epoch 2, batch 23200, giga_loss[loss=0.2526, simple_loss=0.3165, pruned_loss=0.09434, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03436, over 37.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3241, pruned_loss=0.09254, over 2473864.43 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06072, over 17760.98 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.362, pruned_loss=0.1224, over 2467730.45 frames. utt_duration=1218 frames, utt_pad_proportion=0.06439, over 8116.58 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3198, pruned_loss=0.0891, over 2474708.77 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06139, over 18710.42 utterances.], batch size: 37, lr: 9.46e-04
2022-08-21 06:17:23,211 INFO [train.py:927] (0/8) Epoch 2, batch 23250, giga_loss[loss=0.2115, simple_loss=0.29, pruned_loss=0.06654, over 12364.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04092, over 113.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3202, pruned_loss=0.09069, over 2473808.18 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06137, over 17511.94 utterances.], libri_tot_loss[loss=0.304, simple_loss=0.3625, pruned_loss=0.1228, over 2467634.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.06706, over 8172.61 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3152, pruned_loss=0.08673, over 2474738.87 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06066, over 18477.06 utterances.], batch size: 113, lr: 9.45e-04
2022-08-21 06:19:04,639 INFO [train.py:927] (0/8) Epoch 2, batch 23300, giga_loss[loss=0.2465, simple_loss=0.3138, pruned_loss=0.08963, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03606, over 40.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3216, pruned_loss=0.09196, over 2474431.51 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06183, over 17489.99 utterances.], libri_tot_loss[loss=0.3045, simple_loss=0.3627, pruned_loss=0.1232, over 2468099.39 frames. utt_duration=1212 frames, utt_pad_proportion=0.06604, over 8152.93 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3161, pruned_loss=0.08737, over 2474959.30 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06153, over 18575.12 utterances.], batch size: 40, lr: 9.45e-04
2022-08-21 06:20:45,213 INFO [train.py:927] (0/8) Epoch 2, batch 23350, giga_loss[loss=0.2561, simple_loss=0.317, pruned_loss=0.09758, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04702, over 34.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3234, pruned_loss=0.0924, over 2474652.27 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06002, over 17582.38 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.3622, pruned_loss=0.1228, over 2468365.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.06453, over 8125.70 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3183, pruned_loss=0.08823, over 2475021.81 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06044, over 18737.42 utterances.], batch size: 34, lr: 9.44e-04
2022-08-21 06:21:58,117 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-50000.pt
2022-08-21 06:22:35,389 INFO [train.py:927] (0/8) Epoch 2, batch 23400, giga_loss[loss=0.253, simple_loss=0.3315, pruned_loss=0.0873, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04588, over 31.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3276, pruned_loss=0.09444, over 2475083.78 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05675, over 17479.02 utterances.], libri_tot_loss[loss=0.3033, simple_loss=0.3617, pruned_loss=0.1225, over 2468586.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.06393, over 8122.90 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3235, pruned_loss=0.09103, over 2475272.26 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05746, over 18511.01 utterances.], batch size: 31, lr: 9.44e-04
2022-08-21 06:24:21,359 INFO [train.py:927] (0/8) Epoch 2, batch 23450, giga_loss[loss=0.2496, simple_loss=0.3168, pruned_loss=0.09121, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03153, over 45.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3317, pruned_loss=0.09766, over 2474469.38 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0585, over 17591.32 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3612, pruned_loss=0.1222, over 2468319.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06322, over 8102.19 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3284, pruned_loss=0.09486, over 2474938.48 frames. utt_duration=535.1 frames, utt_pad_proportion=0.05922, over 18552.03 utterances.], batch size: 45, lr: 9.43e-04
2022-08-21 06:26:02,624 INFO [train.py:927] (0/8) Epoch 2, batch 23500, giga_loss[loss=0.3049, simple_loss=0.3657, pruned_loss=0.122, over 12202.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 42.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3399, pruned_loss=0.1039, over 2473832.22 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06766, over 18891.21 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3613, pruned_loss=0.1221, over 2468201.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06237, over 8083.60 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3367, pruned_loss=0.1013, over 2474442.74 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06815, over 19899.35 utterances.], batch size: 42, lr: 9.43e-04
2022-08-21 06:27:43,659 INFO [train.py:927] (0/8) Epoch 2, batch 23550, giga_loss[loss=0.36, simple_loss=0.4082, pruned_loss=0.1559, over 12383.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3473, pruned_loss=0.1097, over 2474026.01 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06505, over 18681.64 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3614, pruned_loss=0.1222, over 2468448.81 frames. utt_duration=1209 frames, utt_pad_proportion=0.06659, over 8175.45 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3442, pruned_loss=0.1072, over 2474429.58 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06399, over 19631.28 utterances.], batch size: 133, lr: 9.42e-04
2022-08-21 06:29:29,255 INFO [train.py:927] (0/8) Epoch 2, batch 23600, giga_loss[loss=0.261, simple_loss=0.3388, pruned_loss=0.0916, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3544, pruned_loss=0.1163, over 2474145.55 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07651, over 20044.36 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3611, pruned_loss=0.1222, over 2468348.04 frames. utt_duration=1190 frames, utt_pad_proportion=0.07445, over 8304.76 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3519, pruned_loss=0.1141, over 2474686.62 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07261, over 20925.52 utterances.], batch size: 75, lr: 9.42e-04
2022-08-21 06:31:13,616 INFO [train.py:927] (0/8) Epoch 2, batch 23650, libri_loss[loss=0.3262, simple_loss=0.3859, pruned_loss=0.1332, over 12387.00 frames. utt_duration=417.9 frames, utt_pad_proportion=0.3449, over 119.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3597, pruned_loss=0.1212, over 2473228.19 frames. utt_duration=480.1 frames, utt_pad_proportion=0.08108, over 20667.71 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3615, pruned_loss=0.1223, over 2467885.76 frames. utt_duration=1184 frames, utt_pad_proportion=0.077, over 8347.14 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3573, pruned_loss=0.1192, over 2474220.89 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07695, over 21669.81 utterances.], batch size: 119, lr: 9.42e-04
2022-08-21 06:33:03,199 INFO [train.py:927] (0/8) Epoch 2, batch 23700, giga_loss[loss=0.3261, simple_loss=0.3731, pruned_loss=0.1396, over 12448.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03266, over 86.00 utterances.], tot_loss[loss=0.3104, simple_loss=0.366, pruned_loss=0.1274, over 2473582.62 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07957, over 21417.81 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3606, pruned_loss=0.1218, over 2467888.86 frames. utt_duration=1190 frames, utt_pad_proportion=0.0756, over 8305.85 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3648, pruned_loss=0.1262, over 2474485.27 frames. utt_duration=441 frames, utt_pad_proportion=0.07692, over 22519.64 utterances.], batch size: 86, lr: 9.41e-04
2022-08-21 06:34:51,871 INFO [train.py:927] (0/8) Epoch 2, batch 23750, giga_loss[loss=0.3284, simple_loss=0.3744, pruned_loss=0.1411, over 12484.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03704, over 26.00 utterances.], tot_loss[loss=0.3126, simple_loss=0.3667, pruned_loss=0.1293, over 2474359.96 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08549, over 21941.73 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3602, pruned_loss=0.1217, over 2468183.04 frames. utt_duration=1193 frames, utt_pad_proportion=0.07477, over 8287.32 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3662, pruned_loss=0.1286, over 2474899.57 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08349, over 23003.40 utterances.], batch size: 26, lr: 9.41e-04
2022-08-21 06:36:37,904 INFO [train.py:927] (0/8) Epoch 2, batch 23800, giga_loss[loss=0.2929, simple_loss=0.3697, pruned_loss=0.1081, over 12463.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3679, pruned_loss=0.1289, over 2474251.28 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08273, over 21792.43 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.361, pruned_loss=0.1224, over 2468147.41 frames. utt_duration=1172 frames, utt_pad_proportion=0.08256, over 8434.82 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3669, pruned_loss=0.1279, over 2474791.20 frames. utt_duration=438 frames, utt_pad_proportion=0.07881, over 22678.41 utterances.], batch size: 86, lr: 9.40e-04
2022-08-21 06:38:20,850 INFO [train.py:927] (0/8) Epoch 2, batch 23850, giga_loss[loss=0.2855, simple_loss=0.3633, pruned_loss=0.1039, over 12309.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03632, over 62.00 utterances.], tot_loss[loss=0.3152, simple_loss=0.37, pruned_loss=0.1301, over 2474354.35 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08314, over 21699.22 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3607, pruned_loss=0.1217, over 2468266.61 frames. utt_duration=1168 frames, utt_pad_proportion=0.08321, over 8461.01 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3701, pruned_loss=0.1305, over 2475088.25 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07952, over 23286.85 utterances.], batch size: 62, lr: 9.40e-04
2022-08-21 06:40:10,587 INFO [train.py:927] (0/8) Epoch 2, batch 23900, giga_loss[loss=0.2925, simple_loss=0.3682, pruned_loss=0.1084, over 12357.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3684, pruned_loss=0.128, over 2473828.18 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07923, over 21991.53 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3607, pruned_loss=0.1217, over 2468487.15 frames. utt_duration=1172 frames, utt_pad_proportion=0.08158, over 8432.75 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3687, pruned_loss=0.1284, over 2474347.66 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07714, over 23575.31 utterances.], batch size: 97, lr: 9.39e-04
2022-08-21 06:41:56,901 INFO [train.py:927] (0/8) Epoch 2, batch 23950, libri_loss[loss=0.3169, simple_loss=0.3782, pruned_loss=0.1277, over 12364.00 frames. utt_duration=762.4 frames, utt_pad_proportion=0.1347, over 65.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3655, pruned_loss=0.125, over 2473199.69 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07866, over 22030.93 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3599, pruned_loss=0.1212, over 2468289.21 frames. utt_duration=1172 frames, utt_pad_proportion=0.08034, over 8432.88 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3667, pruned_loss=0.1259, over 2473954.03 frames. utt_duration=417 frames, utt_pad_proportion=0.07738, over 23816.76 utterances.], batch size: 65, lr: 9.39e-04
2022-08-21 06:43:40,708 INFO [train.py:927] (0/8) Epoch 2, batch 24000, giga_loss[loss=0.318, simple_loss=0.3582, pruned_loss=0.1388, over 12349.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3629, pruned_loss=0.1234, over 2473549.02 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07723, over 22087.10 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3593, pruned_loss=0.121, over 2468060.11 frames. utt_duration=1177 frames, utt_pad_proportion=0.07886, over 8397.47 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3644, pruned_loss=0.1245, over 2474474.71 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07673, over 23857.18 utterances.], batch size: 370, lr: 9.38e-04
2022-08-21 06:43:40,716 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 06:43:54,402 INFO [train.py:967] (0/8) 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] (0/8) Epoch 2, batch 24050, giga_loss[loss=0.3778, simple_loss=0.3944, pruned_loss=0.1805, over 12349.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3622, pruned_loss=0.122, over 2473671.72 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07939, over 21541.29 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3599, pruned_loss=0.1207, over 2468356.78 frames. utt_duration=1180 frames, utt_pad_proportion=0.07746, over 8376.53 utterances.], giga_tot_loss[loss=0.3045, simple_loss=0.3628, pruned_loss=0.1231, over 2474329.40 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07926, over 23416.31 utterances.], batch size: 366, lr: 9.38e-04
2022-08-21 06:47:36,327 INFO [train.py:927] (0/8) Epoch 2, batch 24100, giga_loss[loss=0.3359, simple_loss=0.4028, pruned_loss=0.1345, over 12393.00 frames. utt_duration=376.9 frames, utt_pad_proportion=0.03361, over 132.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3603, pruned_loss=0.1189, over 2473500.32 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07847, over 21548.46 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.361, pruned_loss=0.1209, over 2468353.99 frames. utt_duration=1181 frames, utt_pad_proportion=0.07718, over 8367.64 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3598, pruned_loss=0.1196, over 2474042.18 frames. utt_duration=430 frames, utt_pad_proportion=0.07853, over 23089.30 utterances.], batch size: 132, lr: 9.37e-04
2022-08-21 06:49:21,286 INFO [train.py:927] (0/8) Epoch 2, batch 24150, giga_loss[loss=0.3146, simple_loss=0.3715, pruned_loss=0.1289, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02729, over 45.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3598, pruned_loss=0.1175, over 2473527.46 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07553, over 20724.74 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3597, pruned_loss=0.1203, over 2468248.81 frames. utt_duration=1191 frames, utt_pad_proportion=0.07546, over 8296.84 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3606, pruned_loss=0.1185, over 2474253.64 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0763, over 22444.08 utterances.], batch size: 45, lr: 9.37e-04
2022-08-21 06:51:05,305 INFO [train.py:927] (0/8) Epoch 2, batch 24200, giga_loss[loss=0.2559, simple_loss=0.338, pruned_loss=0.08689, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04816, over 26.00 utterances.], tot_loss[loss=0.2966, simple_loss=0.3585, pruned_loss=0.1173, over 2473666.28 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08183, over 21174.88 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3588, pruned_loss=0.12, over 2468670.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.07354, over 8263.48 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3599, pruned_loss=0.1183, over 2474050.10 frames. utt_duration=431 frames, utt_pad_proportion=0.0826, over 23038.77 utterances.], batch size: 26, lr: 9.36e-04
2022-08-21 06:52:54,071 INFO [train.py:927] (0/8) Epoch 2, batch 24250, giga_loss[loss=0.3385, simple_loss=0.3617, pruned_loss=0.1576, over 12359.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.357, pruned_loss=0.1176, over 2474376.34 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08412, over 21471.06 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3585, pruned_loss=0.12, over 2468970.13 frames. utt_duration=1199 frames, utt_pad_proportion=0.07243, over 8248.41 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3584, pruned_loss=0.1183, over 2474513.68 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08495, over 23189.85 utterances.], batch size: 365, lr: 9.36e-04
2022-08-21 06:54:42,473 INFO [train.py:927] (0/8) Epoch 2, batch 24300, giga_loss[loss=0.2596, simple_loss=0.3338, pruned_loss=0.09267, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02961, over 70.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3553, pruned_loss=0.1155, over 2475062.96 frames. utt_duration=480.5 frames, utt_pad_proportion=0.08002, over 20665.01 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3589, pruned_loss=0.1205, over 2469229.94 frames. utt_duration=1188 frames, utt_pad_proportion=0.07581, over 8325.70 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.356, pruned_loss=0.1155, over 2475020.08 frames. utt_duration=449 frames, utt_pad_proportion=0.07975, over 22119.21 utterances.], batch size: 70, lr: 9.36e-04
2022-08-21 06:56:26,590 INFO [train.py:927] (0/8) Epoch 2, batch 24350, giga_loss[loss=0.3308, simple_loss=0.3716, pruned_loss=0.1451, over 12394.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07384, over 213.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3541, pruned_loss=0.1142, over 2475279.14 frames. utt_duration=481.2 frames, utt_pad_proportion=0.08145, over 20636.37 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3593, pruned_loss=0.1208, over 2469543.72 frames. utt_duration=1174 frames, utt_pad_proportion=0.0799, over 8424.92 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.3543, pruned_loss=0.1139, over 2475072.30 frames. utt_duration=453 frames, utt_pad_proportion=0.07987, over 21924.57 utterances.], batch size: 213, lr: 9.35e-04
2022-08-21 06:58:11,952 INFO [train.py:927] (0/8) Epoch 2, batch 24400, libri_loss[loss=0.313, simple_loss=0.364, pruned_loss=0.131, over 12274.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008713, over 37.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3531, pruned_loss=0.1144, over 2474913.26 frames. utt_duration=481.3 frames, utt_pad_proportion=0.08089, over 20631.17 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3594, pruned_loss=0.1209, over 2469717.11 frames. utt_duration=1174 frames, utt_pad_proportion=0.0784, over 8426.93 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.353, pruned_loss=0.1138, over 2474799.80 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08026, over 22137.88 utterances.], batch size: 37, lr: 9.35e-04
2022-08-21 07:00:00,741 INFO [train.py:927] (0/8) Epoch 2, batch 24450, giga_loss[loss=0.2406, simple_loss=0.3148, pruned_loss=0.08318, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3521, pruned_loss=0.1139, over 2474839.57 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07922, over 20554.60 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3594, pruned_loss=0.1206, over 2469701.25 frames. utt_duration=1178 frames, utt_pad_proportion=0.07733, over 8396.62 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3519, pruned_loss=0.1136, over 2474862.62 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07919, over 22006.86 utterances.], batch size: 62, lr: 9.34e-04
2022-08-21 07:01:45,286 INFO [train.py:927] (0/8) Epoch 2, batch 24500, libri_loss[loss=0.2888, simple_loss=0.3408, pruned_loss=0.1184, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006009, over 31.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3503, pruned_loss=0.1134, over 2474182.12 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07461, over 19932.69 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3582, pruned_loss=0.1201, over 2469147.38 frames. utt_duration=1188 frames, utt_pad_proportion=0.07529, over 8323.97 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3508, pruned_loss=0.1134, over 2474885.93 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07559, over 21611.44 utterances.], batch size: 31, lr: 9.34e-04
2022-08-21 07:03:32,100 INFO [train.py:927] (0/8) Epoch 2, batch 24550, giga_loss[loss=0.2645, simple_loss=0.3334, pruned_loss=0.09777, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03268, over 42.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3512, pruned_loss=0.1149, over 2474168.03 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07255, over 19729.66 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3581, pruned_loss=0.1202, over 2468931.04 frames. utt_duration=1191 frames, utt_pad_proportion=0.07447, over 8301.25 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.3517, pruned_loss=0.1147, over 2474955.34 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07376, over 21226.34 utterances.], batch size: 42, lr: 9.33e-04
2022-08-21 07:05:15,747 INFO [train.py:927] (0/8) Epoch 2, batch 24600, giga_loss[loss=0.3155, simple_loss=0.3507, pruned_loss=0.1401, over 12358.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2056, over 370.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3496, pruned_loss=0.1126, over 2474054.76 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07029, over 19417.47 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3573, pruned_loss=0.1199, over 2468937.09 frames. utt_duration=1196 frames, utt_pad_proportion=0.07341, over 8265.46 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3506, pruned_loss=0.1127, over 2474780.11 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07174, over 20832.79 utterances.], batch size: 370, lr: 9.33e-04
2022-08-21 07:07:03,441 INFO [train.py:927] (0/8) Epoch 2, batch 24650, giga_loss[loss=0.3607, simple_loss=0.4071, pruned_loss=0.1571, over 12388.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3506, pruned_loss=0.1136, over 2474156.72 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07324, over 20403.57 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3573, pruned_loss=0.1198, over 2469074.34 frames. utt_duration=1192 frames, utt_pad_proportion=0.07355, over 8292.69 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3513, pruned_loss=0.1137, over 2474646.44 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07412, over 21600.72 utterances.], batch size: 161, lr: 9.32e-04
2022-08-21 07:08:50,121 INFO [train.py:927] (0/8) Epoch 2, batch 24700, giga_loss[loss=0.3386, simple_loss=0.3681, pruned_loss=0.1545, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3535, pruned_loss=0.1174, over 2473955.00 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07574, over 21178.93 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3572, pruned_loss=0.1195, over 2468578.71 frames. utt_duration=1197 frames, utt_pad_proportion=0.0725, over 8257.12 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.354, pruned_loss=0.1177, over 2474923.56 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07663, over 22404.96 utterances.], batch size: 365, lr: 9.32e-04
2022-08-21 07:10:35,089 INFO [train.py:927] (0/8) Epoch 2, batch 24750, libri_loss[loss=0.2959, simple_loss=0.3598, pruned_loss=0.116, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008319, over 38.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.355, pruned_loss=0.1182, over 2473818.69 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07164, over 20781.67 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3575, pruned_loss=0.119, over 2468467.32 frames. utt_duration=1206 frames, utt_pad_proportion=0.07045, over 8199.13 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.355, pruned_loss=0.1188, over 2474895.16 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0733, over 22301.30 utterances.], batch size: 38, lr: 9.31e-04
2022-08-21 07:12:22,462 INFO [train.py:927] (0/8) Epoch 2, batch 24800, giga_loss[loss=0.2645, simple_loss=0.3405, pruned_loss=0.09426, over 12258.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02923, over 42.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3541, pruned_loss=0.1171, over 2473794.65 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07195, over 20945.77 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.358, pruned_loss=0.1191, over 2468437.63 frames. utt_duration=1209 frames, utt_pad_proportion=0.07008, over 8177.18 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3536, pruned_loss=0.1175, over 2474721.14 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07337, over 22280.90 utterances.], batch size: 42, lr: 9.31e-04
2022-08-21 07:14:05,514 INFO [train.py:927] (0/8) Epoch 2, batch 24850, giga_loss[loss=0.2873, simple_loss=0.3429, pruned_loss=0.1158, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04568, over 34.00 utterances.], tot_loss[loss=0.2901, simple_loss=0.3516, pruned_loss=0.1143, over 2474408.75 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06728, over 20322.25 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3581, pruned_loss=0.1192, over 2468678.54 frames. utt_duration=1206 frames, utt_pad_proportion=0.06916, over 8199.59 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3509, pruned_loss=0.1144, over 2475099.57 frames. utt_duration=457.4 frames, utt_pad_proportion=0.06902, over 21713.62 utterances.], batch size: 34, lr: 9.31e-04
2022-08-21 07:15:52,289 INFO [train.py:927] (0/8) Epoch 2, batch 24900, giga_loss[loss=0.2844, simple_loss=0.3554, pruned_loss=0.1066, over 12441.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03589, over 98.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3484, pruned_loss=0.1127, over 2474807.30 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06574, over 20093.80 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3578, pruned_loss=0.119, over 2468622.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.06866, over 8182.64 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3481, pruned_loss=0.1129, over 2475462.92 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06739, over 21309.89 utterances.], batch size: 98, lr: 9.30e-04
2022-08-21 07:17:37,354 INFO [train.py:927] (0/8) Epoch 2, batch 24950, giga_loss[loss=0.2925, simple_loss=0.3599, pruned_loss=0.1126, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03403, over 86.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3489, pruned_loss=0.1128, over 2474699.80 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06922, over 19710.13 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3567, pruned_loss=0.1185, over 2468329.51 frames. utt_duration=1212 frames, utt_pad_proportion=0.06708, over 8154.84 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3493, pruned_loss=0.1132, over 2475737.59 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07088, over 21152.82 utterances.], batch size: 86, lr: 9.30e-04
2022-08-21 07:19:24,953 INFO [train.py:927] (0/8) Epoch 2, batch 25000, giga_loss[loss=0.3245, simple_loss=0.382, pruned_loss=0.1334, over 12380.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04988, over 161.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3517, pruned_loss=0.1122, over 2474752.85 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06952, over 20002.80 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3559, pruned_loss=0.118, over 2468193.62 frames. utt_duration=1215 frames, utt_pad_proportion=0.06587, over 8136.55 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3526, pruned_loss=0.1128, over 2475871.54 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07124, over 21484.90 utterances.], batch size: 161, lr: 9.29e-04
2022-08-21 07:21:09,054 INFO [train.py:927] (0/8) Epoch 2, batch 25050, giga_loss[loss=0.2522, simple_loss=0.3261, pruned_loss=0.08909, over 12211.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04068, over 28.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3538, pruned_loss=0.1135, over 2474910.85 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06638, over 19864.50 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3554, pruned_loss=0.1173, over 2468358.23 frames. utt_duration=1221 frames, utt_pad_proportion=0.06451, over 8093.91 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3549, pruned_loss=0.1145, over 2475855.38 frames. utt_duration=463.7 frames, utt_pad_proportion=0.06847, over 21422.34 utterances.], batch size: 28, lr: 9.29e-04
2022-08-21 07:22:56,932 INFO [train.py:927] (0/8) Epoch 2, batch 25100, giga_loss[loss=0.2597, simple_loss=0.3286, pruned_loss=0.09537, over 12393.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02669, over 70.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3541, pruned_loss=0.1149, over 2474406.93 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07085, over 20086.98 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3553, pruned_loss=0.1172, over 2468432.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.06363, over 8085.11 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3551, pruned_loss=0.1158, over 2475232.77 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07254, over 21540.32 utterances.], batch size: 70, lr: 9.28e-04
2022-08-21 07:24:41,343 INFO [train.py:927] (0/8) Epoch 2, batch 25150, giga_loss[loss=0.2802, simple_loss=0.3409, pruned_loss=0.1097, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03108, over 80.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3516, pruned_loss=0.1137, over 2473940.69 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06774, over 19784.93 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.355, pruned_loss=0.117, over 2468492.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06275, over 8075.48 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3526, pruned_loss=0.1145, over 2474631.23 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06961, over 21156.46 utterances.], batch size: 80, lr: 9.28e-04
2022-08-21 07:26:27,619 INFO [train.py:927] (0/8) Epoch 2, batch 25200, libri_loss[loss=0.2861, simple_loss=0.3561, pruned_loss=0.1081, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00571, over 35.00 utterances.], tot_loss[loss=0.2912, simple_loss=0.3524, pruned_loss=0.115, over 2474183.99 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06562, over 19902.47 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3549, pruned_loss=0.1168, over 2468513.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.0621, over 8073.86 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3533, pruned_loss=0.1157, over 2474816.63 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06747, over 21194.65 utterances.], batch size: 35, lr: 9.27e-04
2022-08-21 07:28:12,867 INFO [train.py:927] (0/8) Epoch 2, batch 25250, giga_loss[loss=0.3401, simple_loss=0.3858, pruned_loss=0.1472, over 12401.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3532, pruned_loss=0.1159, over 2474772.33 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06233, over 19824.93 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.3552, pruned_loss=0.1169, over 2468618.54 frames. utt_duration=1222 frames, utt_pad_proportion=0.06149, over 8088.53 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3535, pruned_loss=0.1163, over 2475345.28 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06423, over 21153.26 utterances.], batch size: 183, lr: 9.27e-04
2022-08-21 07:29:56,339 INFO [train.py:927] (0/8) Epoch 2, batch 25300, giga_loss[loss=0.3229, simple_loss=0.3822, pruned_loss=0.1318, over 12377.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05504, over 162.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3534, pruned_loss=0.1161, over 2474698.08 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06891, over 20047.28 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3555, pruned_loss=0.1171, over 2468441.36 frames. utt_duration=1203 frames, utt_pad_proportion=0.0682, over 8215.80 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3533, pruned_loss=0.1163, over 2475566.86 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0678, over 21437.13 utterances.], batch size: 162, lr: 9.27e-04
2022-08-21 07:31:39,413 INFO [train.py:927] (0/8) Epoch 2, batch 25350, giga_loss[loss=0.3069, simple_loss=0.3649, pruned_loss=0.1245, over 12439.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04081, over 146.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3548, pruned_loss=0.1171, over 2474885.45 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07015, over 20369.89 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3549, pruned_loss=0.1169, over 2468526.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.06675, over 8169.96 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3552, pruned_loss=0.1174, over 2475666.52 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06967, over 21821.09 utterances.], batch size: 146, lr: 9.26e-04
2022-08-21 07:32:56,849 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-52000.pt
2022-08-21 07:33:32,961 INFO [train.py:927] (0/8) Epoch 2, batch 25400, giga_loss[loss=0.2601, simple_loss=0.3447, pruned_loss=0.08771, over 12226.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03082, over 42.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3543, pruned_loss=0.1166, over 2474985.61 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07148, over 20103.25 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3545, pruned_loss=0.1169, over 2468492.95 frames. utt_duration=1211 frames, utt_pad_proportion=0.06593, over 8166.76 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.355, pruned_loss=0.1168, over 2475822.84 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07131, over 21587.40 utterances.], batch size: 42, lr: 9.26e-04
2022-08-21 07:35:18,120 INFO [train.py:927] (0/8) Epoch 2, batch 25450, libri_loss[loss=0.3103, simple_loss=0.3658, pruned_loss=0.1274, over 12271.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007312, over 37.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3559, pruned_loss=0.1155, over 2474918.95 frames. utt_duration=496.7 frames, utt_pad_proportion=0.0702, over 19991.00 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3542, pruned_loss=0.1168, over 2468176.49 frames. utt_duration=1216 frames, utt_pad_proportion=0.06473, over 8130.00 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3567, pruned_loss=0.1157, over 2476065.99 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07062, over 21488.09 utterances.], batch size: 37, lr: 9.25e-04
2022-08-21 07:37:02,575 INFO [train.py:927] (0/8) Epoch 2, batch 25500, libri_loss[loss=0.2701, simple_loss=0.339, pruned_loss=0.1006, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005427, over 32.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.359, pruned_loss=0.1184, over 2474944.37 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06674, over 19920.57 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3541, pruned_loss=0.1166, over 2468170.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.06354, over 8105.98 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.3599, pruned_loss=0.1188, over 2476040.17 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06773, over 21407.99 utterances.], batch size: 32, lr: 9.25e-04
2022-08-21 07:38:45,866 INFO [train.py:927] (0/8) Epoch 2, batch 25550, giga_loss[loss=0.2877, simple_loss=0.3564, pruned_loss=0.1095, over 12393.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3588, pruned_loss=0.1186, over 2473903.62 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06807, over 19405.77 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3534, pruned_loss=0.1162, over 2467612.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.06214, over 8062.40 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3602, pruned_loss=0.1193, over 2475432.92 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06929, over 20941.63 utterances.], batch size: 58, lr: 9.24e-04
2022-08-21 07:40:30,272 INFO [train.py:927] (0/8) Epoch 2, batch 25600, giga_loss[loss=0.2585, simple_loss=0.3399, pruned_loss=0.0886, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03424, over 40.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3575, pruned_loss=0.1163, over 2472758.09 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06963, over 19435.42 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.353, pruned_loss=0.116, over 2467721.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06166, over 8052.42 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.359, pruned_loss=0.1171, over 2473955.50 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07072, over 20815.24 utterances.], batch size: 40, lr: 9.24e-04
2022-08-21 07:42:14,292 INFO [train.py:927] (0/8) Epoch 2, batch 25650, giga_loss[loss=0.2635, simple_loss=0.3475, pruned_loss=0.08982, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04298, over 34.00 utterances.], tot_loss[loss=0.294, simple_loss=0.358, pruned_loss=0.115, over 2473328.79 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06575, over 19177.42 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3535, pruned_loss=0.1158, over 2467783.21 frames. utt_duration=1231 frames, utt_pad_proportion=0.06011, over 8026.18 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.359, pruned_loss=0.1157, over 2474373.60 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06751, over 20671.18 utterances.], batch size: 34, lr: 9.23e-04
2022-08-21 07:43:58,228 INFO [train.py:927] (0/8) Epoch 2, batch 25700, giga_loss[loss=0.3071, simple_loss=0.3716, pruned_loss=0.1213, over 12360.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04263, over 133.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3585, pruned_loss=0.1164, over 2473603.54 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07219, over 20354.42 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3527, pruned_loss=0.1154, over 2467543.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.059, over 7992.89 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3601, pruned_loss=0.1173, over 2474780.86 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07352, over 21836.37 utterances.], batch size: 133, lr: 9.23e-04
2022-08-21 07:45:45,698 INFO [train.py:927] (0/8) Epoch 2, batch 25750, libri_loss[loss=0.2655, simple_loss=0.33, pruned_loss=0.1005, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006496, over 31.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3566, pruned_loss=0.1162, over 2473889.93 frames. utt_duration=471 frames, utt_pad_proportion=0.07682, over 21077.44 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3525, pruned_loss=0.1153, over 2467482.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.05833, over 7978.04 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3581, pruned_loss=0.1171, over 2474988.62 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07789, over 22443.90 utterances.], batch size: 31, lr: 9.23e-04
2022-08-21 07:47:31,149 INFO [train.py:927] (0/8) Epoch 2, batch 25800, giga_loss[loss=0.2565, simple_loss=0.3302, pruned_loss=0.09138, over 12398.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02125, over 48.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3541, pruned_loss=0.1149, over 2473998.73 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07853, over 20568.25 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3528, pruned_loss=0.1155, over 2467976.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06057, over 8019.90 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3552, pruned_loss=0.1155, over 2474731.25 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07885, over 22236.92 utterances.], batch size: 48, lr: 9.22e-04
2022-08-21 07:49:11,455 INFO [train.py:927] (0/8) Epoch 2, batch 25850, giga_loss[loss=0.2399, simple_loss=0.3234, pruned_loss=0.07824, over 12350.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3521, pruned_loss=0.1145, over 2473941.30 frames. utt_duration=476.7 frames, utt_pad_proportion=0.0814, over 20821.80 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3519, pruned_loss=0.115, over 2468092.21 frames. utt_duration=1237 frames, utt_pad_proportion=0.0597, over 7991.75 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3538, pruned_loss=0.1154, over 2474521.17 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08189, over 22413.33 utterances.], batch size: 91, lr: 9.22e-04
2022-08-21 07:50:52,293 INFO [train.py:927] (0/8) Epoch 2, batch 25900, giga_loss[loss=0.2476, simple_loss=0.3269, pruned_loss=0.08409, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02653, over 45.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3491, pruned_loss=0.1112, over 2473788.37 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08156, over 22044.75 utterances.], libri_tot_loss[loss=0.2903, simple_loss=0.3514, pruned_loss=0.1146, over 2467961.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.05868, over 7950.31 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3509, pruned_loss=0.1123, over 2474518.23 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08236, over 23677.31 utterances.], batch size: 45, lr: 9.21e-04
2022-08-21 07:52:43,653 INFO [train.py:927] (0/8) Epoch 2, batch 25950, giga_loss[loss=0.2684, simple_loss=0.3305, pruned_loss=0.1031, over 12444.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04342, over 114.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3452, pruned_loss=0.1088, over 2473995.12 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07946, over 21799.52 utterances.], libri_tot_loss[loss=0.2895, simple_loss=0.3506, pruned_loss=0.1141, over 2467587.32 frames. utt_duration=1248 frames, utt_pad_proportion=0.05785, over 7918.50 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3473, pruned_loss=0.11, over 2475022.50 frames. utt_duration=424.9 frames, utt_pad_proportion=0.0806, over 23380.21 utterances.], batch size: 114, lr: 9.21e-04
2022-08-21 07:54:25,337 INFO [train.py:927] (0/8) Epoch 2, batch 26000, giga_loss[loss=0.2877, simple_loss=0.3443, pruned_loss=0.1156, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03712, over 31.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3441, pruned_loss=0.1082, over 2474301.96 frames. utt_duration=461 frames, utt_pad_proportion=0.07424, over 21536.82 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3508, pruned_loss=0.1142, over 2467489.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05701, over 7896.35 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3454, pruned_loss=0.109, over 2475311.21 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07584, over 23068.98 utterances.], batch size: 31, lr: 9.20e-04
2022-08-21 07:56:07,341 INFO [train.py:927] (0/8) Epoch 2, batch 26050, giga_loss[loss=0.3275, simple_loss=0.3792, pruned_loss=0.1379, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0743, over 212.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3456, pruned_loss=0.1084, over 2474110.02 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07441, over 21654.94 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3515, pruned_loss=0.1141, over 2467215.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.05674, over 7874.45 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.346, pruned_loss=0.1091, over 2475204.53 frames. utt_duration=432 frames, utt_pad_proportion=0.07576, over 22995.59 utterances.], batch size: 212, lr: 9.20e-04
2022-08-21 07:57:48,450 INFO [train.py:927] (0/8) Epoch 2, batch 26100, giga_loss[loss=0.3029, simple_loss=0.3568, pruned_loss=0.1245, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03328, over 105.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3476, pruned_loss=0.11, over 2475049.28 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07386, over 21912.98 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3527, pruned_loss=0.1144, over 2467230.17 frames. utt_duration=1258 frames, utt_pad_proportion=0.05586, over 7856.07 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3469, pruned_loss=0.1102, over 2476042.09 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07533, over 23240.08 utterances.], batch size: 105, lr: 9.20e-04
2022-08-21 07:59:30,881 INFO [train.py:927] (0/8) Epoch 2, batch 26150, giga_loss[loss=0.2951, simple_loss=0.363, pruned_loss=0.1135, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3498, pruned_loss=0.1111, over 2474883.44 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07381, over 21027.21 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3533, pruned_loss=0.115, over 2467596.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06494, over 8035.98 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3485, pruned_loss=0.1106, over 2475519.19 frames. utt_duration=447 frames, utt_pad_proportion=0.07202, over 22223.30 utterances.], batch size: 91, lr: 9.19e-04
2022-08-21 08:00:16,872 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-21 08:00:18,695 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-2.pt
2022-08-21 08:02:46,692 INFO [train.py:927] (0/8) Epoch 3, batch 50, giga_loss[loss=0.2513, simple_loss=0.332, pruned_loss=0.08529, over 12442.00 frames. utt_duration=755.5 frames, utt_pad_proportion=0.02133, over 66.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3429, pruned_loss=0.09468, over 547947.26 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05006, over 3707.29 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3172, pruned_loss=0.0855, over 61174.43 frames. utt_duration=1585 frames, utt_pad_proportion=0.007304, over 154.49 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3456, pruned_loss=0.09562, over 499132.17 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05164, over 3597.86 utterances.], batch size: 66, lr: 9.12e-04
2022-08-21 08:04:30,694 INFO [train.py:927] (0/8) Epoch 3, batch 100, giga_loss[loss=0.2364, simple_loss=0.3073, pruned_loss=0.08269, over 12374.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3317, pruned_loss=0.08903, over 975145.62 frames. utt_duration=576.1 frames, utt_pad_proportion=0.04766, over 6788.76 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3507, pruned_loss=0.09171, over 132439.32 frames. utt_duration=1476 frames, utt_pad_proportion=0.01429, over 359.28 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3286, pruned_loss=0.08863, over 890420.14 frames. utt_duration=536 frames, utt_pad_proportion=0.04918, over 6664.08 utterances.], batch size: 133, lr: 9.11e-04
2022-08-21 08:06:13,049 INFO [train.py:927] (0/8) Epoch 3, batch 150, giga_loss[loss=0.1926, simple_loss=0.2677, pruned_loss=0.05874, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03319, over 51.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.08148, over 1307244.92 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05692, over 9145.19 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.366, pruned_loss=0.09188, over 190135.37 frames. utt_duration=1496 frames, utt_pad_proportion=0.01208, over 508.76 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3099, pruned_loss=0.08041, over 1210265.59 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05867, over 9087.86 utterances.], batch size: 51, lr: 9.11e-04
2022-08-21 08:07:55,704 INFO [train.py:927] (0/8) Epoch 3, batch 200, giga_loss[loss=0.2307, simple_loss=0.3037, pruned_loss=0.07884, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3044, pruned_loss=0.07696, over 1565636.28 frames. utt_duration=549 frames, utt_pad_proportion=0.06537, over 11437.42 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3574, pruned_loss=0.09211, over 279844.88 frames. utt_duration=1367 frames, utt_pad_proportion=0.0299, over 819.54 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.2975, pruned_loss=0.07509, over 1449951.22 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06665, over 11457.32 utterances.], batch size: 80, lr: 9.11e-04
2022-08-21 08:09:38,842 INFO [train.py:927] (0/8) Epoch 3, batch 250, giga_loss[loss=0.2073, simple_loss=0.271, pruned_loss=0.07178, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03181, over 39.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2955, pruned_loss=0.07334, over 1766189.49 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0611, over 12494.53 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3516, pruned_loss=0.09131, over 334038.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.03591, over 1019.04 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2891, pruned_loss=0.07137, over 1656017.84 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0621, over 12587.37 utterances.], batch size: 39, lr: 9.10e-04
2022-08-21 08:11:20,705 INFO [train.py:927] (0/8) Epoch 3, batch 300, giga_loss[loss=0.1913, simple_loss=0.2692, pruned_loss=0.05664, over 12441.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.29, pruned_loss=0.07083, over 1922850.34 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06364, over 14115.67 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3482, pruned_loss=0.09096, over 365596.13 frames. utt_duration=1326 frames, utt_pad_proportion=0.03324, over 1104.35 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2847, pruned_loss=0.06899, over 1827779.03 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06466, over 14278.41 utterances.], batch size: 133, lr: 9.10e-04
2022-08-21 08:13:01,488 INFO [train.py:927] (0/8) Epoch 3, batch 350, giga_loss[loss=0.1669, simple_loss=0.2464, pruned_loss=0.04375, over 12353.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02953, over 70.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2864, pruned_loss=0.06934, over 2044477.88 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06283, over 14985.96 utterances.], libri_tot_loss[loss=0.2644, simple_loss=0.3459, pruned_loss=0.09148, over 417612.26 frames. utt_duration=1311 frames, utt_pad_proportion=0.03622, over 1275.41 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.281, pruned_loss=0.0672, over 1957853.12 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06368, over 15261.17 utterances.], batch size: 70, lr: 9.09e-04
2022-08-21 08:14:43,357 INFO [train.py:927] (0/8) Epoch 3, batch 400, giga_loss[loss=0.2363, simple_loss=0.2912, pruned_loss=0.09073, over 12359.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2824, pruned_loss=0.06727, over 2139810.41 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06438, over 16242.44 utterances.], libri_tot_loss[loss=0.2638, simple_loss=0.3444, pruned_loss=0.09154, over 478425.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.03724, over 1480.50 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2766, pruned_loss=0.06487, over 2060221.02 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06526, over 16653.49 utterances.], batch size: 258, lr: 9.09e-04
2022-08-21 08:16:26,675 INFO [train.py:927] (0/8) Epoch 3, batch 450, giga_loss[loss=0.2213, simple_loss=0.2911, pruned_loss=0.07576, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04069, over 113.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2786, pruned_loss=0.06489, over 2213808.72 frames. utt_duration=545.2 frames, utt_pad_proportion=0.0627, over 16287.59 utterances.], libri_tot_loss[loss=0.2662, simple_loss=0.3491, pruned_loss=0.09165, over 507948.35 frames. utt_duration=1302 frames, utt_pad_proportion=0.03517, over 1561.88 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2721, pruned_loss=0.06258, over 2147221.52 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06375, over 16736.94 utterances.], batch size: 113, lr: 9.08e-04
2022-08-21 08:18:08,479 INFO [train.py:927] (0/8) Epoch 3, batch 500, giga_loss[loss=0.2758, simple_loss=0.3536, pruned_loss=0.09901, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2835, pruned_loss=0.06754, over 2271720.46 frames. utt_duration=565.8 frames, utt_pad_proportion=0.0619, over 16102.76 utterances.], libri_tot_loss[loss=0.2636, simple_loss=0.3462, pruned_loss=0.09048, over 566135.05 frames. utt_duration=1310 frames, utt_pad_proportion=0.03337, over 1731.01 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2772, pruned_loss=0.0653, over 2212207.21 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06322, over 16705.16 utterances.], batch size: 97, lr: 9.08e-04
2022-08-21 08:19:53,281 INFO [train.py:927] (0/8) Epoch 3, batch 550, giga_loss[loss=0.2851, simple_loss=0.3377, pruned_loss=0.1163, over 12357.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.225, simple_loss=0.2983, pruned_loss=0.07581, over 2315940.58 frames. utt_duration=550 frames, utt_pad_proportion=0.06834, over 16888.04 utterances.], libri_tot_loss[loss=0.2627, simple_loss=0.3444, pruned_loss=0.09052, over 612845.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05195, over 1943.59 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2928, pruned_loss=0.07378, over 2264883.99 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06779, over 17497.49 utterances.], batch size: 372, lr: 9.08e-04
2022-08-21 08:21:37,179 INFO [train.py:927] (0/8) Epoch 3, batch 600, giga_loss[loss=0.2619, simple_loss=0.3212, pruned_loss=0.1013, over 12344.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1999, over 367.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.307, pruned_loss=0.07991, over 2350262.15 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06936, over 17546.41 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3431, pruned_loss=0.09048, over 622043.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.0519, over 1960.87 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3031, pruned_loss=0.07838, over 2309800.61 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06892, over 18074.13 utterances.], batch size: 367, lr: 9.07e-04
2022-08-21 08:23:18,687 INFO [train.py:927] (0/8) Epoch 3, batch 650, giga_loss[loss=0.2677, simple_loss=0.3431, pruned_loss=0.09617, over 12414.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05706, over 182.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3121, pruned_loss=0.08197, over 2377323.10 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07038, over 17879.54 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3414, pruned_loss=0.09003, over 676855.63 frames. utt_duration=1286 frames, utt_pad_proportion=0.04838, over 2107.35 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3085, pruned_loss=0.08064, over 2341945.90 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07058, over 18597.38 utterances.], batch size: 182, lr: 9.07e-04
2022-08-21 08:25:02,341 INFO [train.py:927] (0/8) Epoch 3, batch 700, giga_loss[loss=0.2564, simple_loss=0.3288, pruned_loss=0.09195, over 12331.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02979, over 48.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3155, pruned_loss=0.08407, over 2398629.76 frames. utt_duration=544 frames, utt_pad_proportion=0.06712, over 17684.46 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3377, pruned_loss=0.08894, over 729981.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04484, over 2246.43 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.313, pruned_loss=0.08313, over 2368064.28 frames. utt_duration=512 frames, utt_pad_proportion=0.06802, over 18554.46 utterances.], batch size: 48, lr: 9.06e-04
2022-08-21 08:26:44,203 INFO [train.py:927] (0/8) Epoch 3, batch 750, libri_loss[loss=0.2907, simple_loss=0.3657, pruned_loss=0.1079, over 12384.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03881, over 46.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3206, pruned_loss=0.08642, over 2415444.19 frames. utt_duration=535.9 frames, utt_pad_proportion=0.07083, over 18078.94 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3363, pruned_loss=0.08851, over 781611.18 frames. utt_duration=1308 frames, utt_pad_proportion=0.04246, over 2393.35 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3184, pruned_loss=0.08569, over 2389160.41 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07191, over 19065.49 utterances.], batch size: 46, lr: 9.06e-04
2022-08-21 08:28:26,349 INFO [train.py:927] (0/8) Epoch 3, batch 800, libri_loss[loss=0.2925, simple_loss=0.3664, pruned_loss=0.1093, over 12309.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01754, over 41.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08767, over 2428294.44 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07459, over 18583.99 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3346, pruned_loss=0.08776, over 839578.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.05207, over 2621.40 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08727, over 2405826.86 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07457, over 19661.38 utterances.], batch size: 41, lr: 9.05e-04
2022-08-21 08:30:09,559 INFO [train.py:927] (0/8) Epoch 3, batch 850, giga_loss[loss=0.2106, simple_loss=0.3037, pruned_loss=0.05875, over 12477.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04069, over 31.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3244, pruned_loss=0.08602, over 2438923.32 frames. utt_duration=548.2 frames, utt_pad_proportion=0.07372, over 17845.91 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3341, pruned_loss=0.08705, over 856005.43 frames. utt_duration=1288 frames, utt_pad_proportion=0.05098, over 2661.10 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3231, pruned_loss=0.0859, over 2420795.43 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07395, over 18790.39 utterances.], batch size: 31, lr: 9.05e-04
2022-08-21 08:31:52,178 INFO [train.py:927] (0/8) Epoch 3, batch 900, giga_loss[loss=0.2247, simple_loss=0.3132, pruned_loss=0.0681, over 12329.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3266, pruned_loss=0.08693, over 2446130.31 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0689, over 17421.53 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3346, pruned_loss=0.08699, over 880218.79 frames. utt_duration=1294 frames, utt_pad_proportion=0.04924, over 2724.86 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3253, pruned_loss=0.08685, over 2431325.44 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06963, over 18315.90 utterances.], batch size: 62, lr: 9.05e-04
2022-08-21 08:33:37,572 INFO [train.py:927] (0/8) Epoch 3, batch 950, giga_loss[loss=0.2916, simple_loss=0.3538, pruned_loss=0.1147, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3301, pruned_loss=0.08982, over 2451503.29 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06683, over 16886.42 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3384, pruned_loss=0.08742, over 935056.34 frames. utt_duration=1306 frames, utt_pad_proportion=0.04594, over 2867.42 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3275, pruned_loss=0.08963, over 2438873.23 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06821, over 17924.39 utterances.], batch size: 91, lr: 9.04e-04
2022-08-21 08:35:20,295 INFO [train.py:927] (0/8) Epoch 3, batch 1000, giga_loss[loss=0.2693, simple_loss=0.3477, pruned_loss=0.09544, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.0469, over 34.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3299, pruned_loss=0.09102, over 2455998.97 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06757, over 17121.12 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3362, pruned_loss=0.08679, over 1002256.39 frames. utt_duration=1322 frames, utt_pad_proportion=0.04242, over 3035.90 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3283, pruned_loss=0.09126, over 2445510.01 frames. utt_duration=533.2 frames, utt_pad_proportion=0.0695, over 18396.92 utterances.], batch size: 34, lr: 9.04e-04
2022-08-21 08:37:02,631 INFO [train.py:927] (0/8) Epoch 3, batch 1050, giga_loss[loss=0.2486, simple_loss=0.3341, pruned_loss=0.08156, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3293, pruned_loss=0.09155, over 2460117.84 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06792, over 16729.19 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3366, pruned_loss=0.08711, over 1024477.01 frames. utt_duration=1282 frames, utt_pad_proportion=0.05449, over 3200.96 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3278, pruned_loss=0.09167, over 2451392.06 frames. utt_duration=553.4 frames, utt_pad_proportion=0.0676, over 17767.17 utterances.], batch size: 70, lr: 9.03e-04
2022-08-21 08:38:48,555 INFO [train.py:927] (0/8) Epoch 3, batch 1100, giga_loss[loss=0.243, simple_loss=0.3168, pruned_loss=0.08459, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03086, over 80.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3271, pruned_loss=0.09033, over 2463408.83 frames. utt_duration=562.2 frames, utt_pad_proportion=0.07149, over 17573.44 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3364, pruned_loss=0.08711, over 1038828.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.0535, over 3241.87 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3259, pruned_loss=0.09045, over 2456525.83 frames. utt_duration=533.5 frames, utt_pad_proportion=0.07125, over 18468.57 utterances.], batch size: 80, lr: 9.03e-04
2022-08-21 08:40:33,790 INFO [train.py:927] (0/8) Epoch 3, batch 1150, giga_loss[loss=0.2049, simple_loss=0.2787, pruned_loss=0.06552, over 12278.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02687, over 54.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3216, pruned_loss=0.08753, over 2465993.78 frames. utt_duration=545.2 frames, utt_pad_proportion=0.07379, over 18141.26 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3342, pruned_loss=0.08611, over 1088448.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.0504, over 3369.46 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3211, pruned_loss=0.08809, over 2460012.75 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07428, over 19226.11 utterances.], batch size: 54, lr: 9.03e-04
2022-08-21 08:42:20,104 INFO [train.py:927] (0/8) Epoch 3, batch 1200, giga_loss[loss=0.2769, simple_loss=0.3344, pruned_loss=0.1097, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03304, over 42.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3176, pruned_loss=0.08553, over 2467666.17 frames. utt_duration=530 frames, utt_pad_proportion=0.07219, over 18675.79 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3356, pruned_loss=0.08626, over 1122440.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.04828, over 3464.35 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3162, pruned_loss=0.08589, over 2462992.31 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07319, over 19800.33 utterances.], batch size: 42, lr: 9.02e-04
2022-08-21 08:42:50,985 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-54000.pt
2022-08-21 08:44:13,078 INFO [train.py:927] (0/8) Epoch 3, batch 1250, giga_loss[loss=0.2428, simple_loss=0.3141, pruned_loss=0.08576, over 12306.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02447, over 54.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3173, pruned_loss=0.08543, over 2468368.41 frames. utt_duration=529.7 frames, utt_pad_proportion=0.07333, over 18693.14 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3347, pruned_loss=0.08593, over 1142429.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05699, over 3592.15 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3164, pruned_loss=0.08584, over 2464756.63 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07272, over 19668.30 utterances.], batch size: 54, lr: 9.02e-04
2022-08-21 08:45:56,608 INFO [train.py:927] (0/8) Epoch 3, batch 1300, giga_loss[loss=0.1969, simple_loss=0.2705, pruned_loss=0.06169, over 12438.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03991, over 26.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3142, pruned_loss=0.08411, over 2469293.34 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06761, over 18362.70 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3347, pruned_loss=0.08595, over 1148900.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.05653, over 3607.19 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3134, pruned_loss=0.08441, over 2466611.47 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06745, over 19178.92 utterances.], batch size: 26, lr: 9.01e-04
2022-08-21 08:47:40,208 INFO [train.py:927] (0/8) Epoch 3, batch 1350, giga_loss[loss=0.1949, simple_loss=0.2655, pruned_loss=0.06211, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04149, over 34.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3106, pruned_loss=0.08284, over 2469089.11 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06221, over 17079.50 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3349, pruned_loss=0.08732, over 1187611.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05385, over 3712.81 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3092, pruned_loss=0.08239, over 2467279.78 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06291, over 18015.65 utterances.], batch size: 34, lr: 9.01e-04
2022-08-21 08:49:20,721 INFO [train.py:927] (0/8) Epoch 3, batch 1400, giga_loss[loss=0.2201, simple_loss=0.3013, pruned_loss=0.06949, over 12352.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.0269, over 66.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3079, pruned_loss=0.08197, over 2469600.72 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06288, over 17081.27 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3348, pruned_loss=0.08788, over 1225712.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05976, over 3904.95 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3062, pruned_loss=0.08125, over 2468056.71 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06233, over 18016.51 utterances.], batch size: 66, lr: 9.01e-04
2022-08-21 08:51:03,992 INFO [train.py:927] (0/8) Epoch 3, batch 1450, giga_loss[loss=0.216, simple_loss=0.2918, pruned_loss=0.07009, over 12407.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3039, pruned_loss=0.07975, over 2470312.83 frames. utt_duration=605.5 frames, utt_pad_proportion=0.05795, over 16358.51 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3327, pruned_loss=0.08677, over 1262520.37 frames. utt_duration=1269 frames, utt_pad_proportion=0.05732, over 3984.76 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3027, pruned_loss=0.07949, over 2469109.94 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05827, over 17378.38 utterances.], batch size: 133, lr: 9.00e-04
2022-08-21 08:52:46,493 INFO [train.py:927] (0/8) Epoch 3, batch 1500, giga_loss[loss=0.2191, simple_loss=0.2886, pruned_loss=0.07477, over 12292.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.02903, over 28.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.2999, pruned_loss=0.07741, over 2470418.33 frames. utt_duration=635.9 frames, utt_pad_proportion=0.05314, over 15576.80 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3327, pruned_loss=0.08682, over 1280375.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.05615, over 4021.79 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.2985, pruned_loss=0.07706, over 2469627.02 frames. utt_duration=599.8 frames, utt_pad_proportion=0.0539, over 16510.25 utterances.], batch size: 28, lr: 9.00e-04
2022-08-21 08:54:29,999 INFO [train.py:927] (0/8) Epoch 3, batch 1550, giga_loss[loss=0.3024, simple_loss=0.3627, pruned_loss=0.1211, over 12425.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06219, over 183.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3017, pruned_loss=0.07927, over 2470315.25 frames. utt_duration=612 frames, utt_pad_proportion=0.05567, over 16185.03 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3324, pruned_loss=0.08715, over 1303788.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.05459, over 4073.97 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3002, pruned_loss=0.07866, over 2469896.74 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05643, over 17090.24 utterances.], batch size: 183, lr: 8.99e-04
2022-08-21 08:56:12,950 INFO [train.py:927] (0/8) Epoch 3, batch 1600, libri_loss[loss=0.2216, simple_loss=0.2997, pruned_loss=0.07176, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00602, over 32.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3072, pruned_loss=0.08267, over 2471650.70 frames. utt_duration=603.9 frames, utt_pad_proportion=0.0571, over 16412.56 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3311, pruned_loss=0.08671, over 1344276.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.05206, over 4167.00 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3057, pruned_loss=0.0822, over 2471112.68 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05818, over 17438.35 utterances.], batch size: 32, lr: 8.99e-04
2022-08-21 08:57:55,750 INFO [train.py:927] (0/8) Epoch 3, batch 1650, giga_loss[loss=0.2629, simple_loss=0.3339, pruned_loss=0.09591, over 12377.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03067, over 51.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3139, pruned_loss=0.08593, over 2472950.46 frames. utt_duration=583 frames, utt_pad_proportion=0.05787, over 17009.53 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3304, pruned_loss=0.08648, over 1383249.01 frames. utt_duration=1290 frames, utt_pad_proportion=0.0515, over 4294.84 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3124, pruned_loss=0.0856, over 2472436.96 frames. utt_duration=547.6 frames, utt_pad_proportion=0.0588, over 18109.37 utterances.], batch size: 51, lr: 8.98e-04
2022-08-21 08:59:38,721 INFO [train.py:927] (0/8) Epoch 3, batch 1700, giga_loss[loss=0.3529, simple_loss=0.4042, pruned_loss=0.1508, over 12364.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3218, pruned_loss=0.08936, over 2473070.19 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06045, over 17713.69 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3315, pruned_loss=0.08637, over 1410221.68 frames. utt_duration=1294 frames, utt_pad_proportion=0.0498, over 4363.88 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3198, pruned_loss=0.08918, over 2472654.20 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06146, over 18825.76 utterances.], batch size: 161, lr: 8.98e-04
2022-08-21 09:01:18,030 INFO [train.py:927] (0/8) Epoch 3, batch 1750, giga_loss[loss=0.2162, simple_loss=0.2968, pruned_loss=0.0678, over 12288.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02648, over 42.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3246, pruned_loss=0.09036, over 2472784.54 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05928, over 17801.32 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3309, pruned_loss=0.08635, over 1446391.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05467, over 4521.93 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3231, pruned_loss=0.0904, over 2472902.86 frames. utt_duration=522.4 frames, utt_pad_proportion=0.05913, over 18990.28 utterances.], batch size: 42, lr: 8.98e-04
2022-08-21 09:02:59,160 INFO [train.py:927] (0/8) Epoch 3, batch 1800, giga_loss[loss=0.2278, simple_loss=0.3069, pruned_loss=0.07441, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03397, over 58.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3232, pruned_loss=0.08833, over 2473488.53 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06262, over 18078.97 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3317, pruned_loss=0.08699, over 1471809.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.05991, over 4678.58 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3214, pruned_loss=0.08809, over 2473560.46 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06125, over 19182.13 utterances.], batch size: 58, lr: 8.97e-04
2022-08-21 09:04:41,912 INFO [train.py:927] (0/8) Epoch 3, batch 1850, giga_loss[loss=0.2898, simple_loss=0.3606, pruned_loss=0.1096, over 12365.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3245, pruned_loss=0.08876, over 2472962.90 frames. utt_duration=563.8 frames, utt_pad_proportion=0.0612, over 17591.14 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3316, pruned_loss=0.08692, over 1481667.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.05914, over 4703.71 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3231, pruned_loss=0.08863, over 2473137.71 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06035, over 18553.86 utterances.], batch size: 85, lr: 8.97e-04
2022-08-21 09:06:25,894 INFO [train.py:927] (0/8) Epoch 3, batch 1900, giga_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08611, over 12395.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3267, pruned_loss=0.08981, over 2473033.82 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05887, over 17359.97 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3312, pruned_loss=0.0867, over 1515469.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.06248, over 4854.17 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3256, pruned_loss=0.08992, over 2473527.23 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05742, over 18409.44 utterances.], batch size: 183, lr: 8.96e-04
2022-08-21 09:08:09,073 INFO [train.py:927] (0/8) Epoch 3, batch 1950, giga_loss[loss=0.2798, simple_loss=0.3391, pruned_loss=0.1102, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03155, over 36.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3284, pruned_loss=0.09121, over 2473017.91 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06035, over 17403.36 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3304, pruned_loss=0.08614, over 1548101.30 frames. utt_duration=1260 frames, utt_pad_proportion=0.05983, over 4920.25 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3279, pruned_loss=0.09177, over 2473766.01 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05975, over 18593.81 utterances.], batch size: 36, lr: 8.96e-04
2022-08-21 09:09:53,201 INFO [train.py:927] (0/8) Epoch 3, batch 2000, giga_loss[loss=0.2611, simple_loss=0.3425, pruned_loss=0.08981, over 12456.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03075, over 80.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.329, pruned_loss=0.09173, over 2473226.29 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05906, over 17707.65 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3301, pruned_loss=0.08593, over 1557409.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.05917, over 4941.03 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3287, pruned_loss=0.09233, over 2473755.42 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05882, over 18736.59 utterances.], batch size: 80, lr: 8.96e-04
2022-08-21 09:11:32,686 INFO [train.py:927] (0/8) Epoch 3, batch 2050, libri_loss[loss=0.2644, simple_loss=0.34, pruned_loss=0.09437, over 12465.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.06776, over 52.00 utterances.], tot_loss[loss=0.256, simple_loss=0.33, pruned_loss=0.09101, over 2473175.95 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05537, over 16394.84 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3307, pruned_loss=0.08584, over 1584864.67 frames. utt_duration=1265 frames, utt_pad_proportion=0.05745, over 5018.05 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3295, pruned_loss=0.09169, over 2473304.73 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05577, over 17476.47 utterances.], batch size: 52, lr: 8.95e-04
2022-08-21 09:13:16,202 INFO [train.py:927] (0/8) Epoch 3, batch 2100, giga_loss[loss=0.2405, simple_loss=0.3194, pruned_loss=0.0808, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02243, over 48.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3289, pruned_loss=0.09039, over 2473626.80 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06341, over 17417.92 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3299, pruned_loss=0.08549, over 1606608.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05594, over 5064.99 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3289, pruned_loss=0.09128, over 2473999.50 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06378, over 18525.32 utterances.], batch size: 48, lr: 8.95e-04
2022-08-21 09:14:57,944 INFO [train.py:927] (0/8) Epoch 3, batch 2150, giga_loss[loss=0.251, simple_loss=0.3256, pruned_loss=0.08816, over 12250.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03699, over 28.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3269, pruned_loss=0.08971, over 2472716.88 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05994, over 16640.47 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3293, pruned_loss=0.08549, over 1619312.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05503, over 5083.92 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3273, pruned_loss=0.09047, over 2473208.68 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06069, over 17653.39 utterances.], batch size: 28, lr: 8.94e-04
2022-08-21 09:16:40,023 INFO [train.py:927] (0/8) Epoch 3, batch 2200, libri_loss[loss=0.2539, simple_loss=0.3269, pruned_loss=0.0905, over 12265.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008498, over 37.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3281, pruned_loss=0.09065, over 2472359.88 frames. utt_duration=615.5 frames, utt_pad_proportion=0.06201, over 16105.19 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3297, pruned_loss=0.08551, over 1648370.84 frames. utt_duration=1281 frames, utt_pad_proportion=0.05341, over 5155.07 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3281, pruned_loss=0.0914, over 2473113.63 frames. utt_duration=575.8 frames, utt_pad_proportion=0.0631, over 17226.11 utterances.], batch size: 37, lr: 8.94e-04
2022-08-21 09:18:21,997 INFO [train.py:927] (0/8) Epoch 3, batch 2250, libri_loss[loss=0.2132, simple_loss=0.2891, pruned_loss=0.06862, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006354, over 31.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.328, pruned_loss=0.09011, over 2471713.40 frames. utt_duration=632.2 frames, utt_pad_proportion=0.05838, over 15677.08 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3293, pruned_loss=0.08531, over 1656333.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.05282, over 5168.47 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3282, pruned_loss=0.09087, over 2472537.87 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05966, over 16643.08 utterances.], batch size: 31, lr: 8.94e-04
2022-08-21 09:20:06,152 INFO [train.py:927] (0/8) Epoch 3, batch 2300, giga_loss[loss=0.2812, simple_loss=0.3417, pruned_loss=0.1104, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07061, over 212.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3274, pruned_loss=0.08975, over 2471613.82 frames. utt_duration=630.6 frames, utt_pad_proportion=0.05594, over 15714.89 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3289, pruned_loss=0.08506, over 1668389.48 frames. utt_duration=1286 frames, utt_pad_proportion=0.05196, over 5193.88 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3277, pruned_loss=0.09055, over 2472349.60 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05733, over 16589.76 utterances.], batch size: 212, lr: 8.93e-04
2022-08-21 09:21:49,740 INFO [train.py:927] (0/8) Epoch 3, batch 2350, libri_loss[loss=0.2546, simple_loss=0.3152, pruned_loss=0.09706, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007284, over 31.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3235, pruned_loss=0.08748, over 2472273.20 frames. utt_duration=636.7 frames, utt_pad_proportion=0.05906, over 15569.51 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3278, pruned_loss=0.08453, over 1691925.79 frames. utt_duration=1295 frames, utt_pad_proportion=0.05069, over 5233.57 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08853, over 2473088.24 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06048, over 16518.28 utterances.], batch size: 31, lr: 8.93e-04
2022-08-21 09:23:32,136 INFO [train.py:927] (0/8) Epoch 3, batch 2400, giga_loss[loss=0.2305, simple_loss=0.31, pruned_loss=0.07546, over 12340.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03322, over 62.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3229, pruned_loss=0.08779, over 2471965.76 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06487, over 15916.15 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3271, pruned_loss=0.08438, over 1710900.19 frames. utt_duration=1283 frames, utt_pad_proportion=0.05601, over 5338.77 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.0888, over 2472919.00 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06429, over 16812.17 utterances.], batch size: 62, lr: 8.92e-04
2022-08-21 09:25:15,810 INFO [train.py:927] (0/8) Epoch 3, batch 2450, giga_loss[loss=0.2059, simple_loss=0.2817, pruned_loss=0.06503, over 12391.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02956, over 58.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3207, pruned_loss=0.08724, over 2472277.70 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06894, over 16722.95 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3269, pruned_loss=0.08421, over 1725792.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.05489, over 5356.92 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3215, pruned_loss=0.08819, over 2473230.70 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06867, over 17609.87 utterances.], batch size: 58, lr: 8.92e-04
2022-08-21 09:26:55,881 INFO [train.py:927] (0/8) Epoch 3, batch 2500, giga_loss[loss=0.2578, simple_loss=0.3213, pruned_loss=0.09711, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05662, over 162.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3174, pruned_loss=0.08541, over 2472504.06 frames. utt_duration=612.7 frames, utt_pad_proportion=0.06625, over 16180.61 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3273, pruned_loss=0.08393, over 1754687.85 frames. utt_duration=1291 frames, utt_pad_proportion=0.053, over 5442.05 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3176, pruned_loss=0.08645, over 2473734.16 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06695, over 17218.03 utterances.], batch size: 162, lr: 8.92e-04
2022-08-21 09:28:38,339 INFO [train.py:927] (0/8) Epoch 3, batch 2550, giga_loss[loss=0.2891, simple_loss=0.3616, pruned_loss=0.1083, over 12360.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07143, over 211.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3179, pruned_loss=0.08669, over 2473879.18 frames. utt_duration=562.3 frames, utt_pad_proportion=0.07088, over 17645.61 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.328, pruned_loss=0.08446, over 1769012.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05902, over 5577.75 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3174, pruned_loss=0.0872, over 2474789.91 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06957, over 18531.37 utterances.], batch size: 211, lr: 8.91e-04
2022-08-21 09:30:20,538 INFO [train.py:927] (0/8) Epoch 3, batch 2600, giga_loss[loss=0.2222, simple_loss=0.3002, pruned_loss=0.07208, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.319, pruned_loss=0.08666, over 2474461.91 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06692, over 17598.27 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3283, pruned_loss=0.08466, over 1779610.12 frames. utt_duration=1271 frames, utt_pad_proportion=0.0581, over 5608.89 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3183, pruned_loss=0.08697, over 2475113.72 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06635, over 18428.82 utterances.], batch size: 86, lr: 8.91e-04
2022-08-21 09:32:01,826 INFO [train.py:927] (0/8) Epoch 3, batch 2650, giga_loss[loss=0.2669, simple_loss=0.3355, pruned_loss=0.09916, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3196, pruned_loss=0.08619, over 2474294.15 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06485, over 17802.39 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3279, pruned_loss=0.08478, over 1800006.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.05631, over 5649.18 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08641, over 2475003.61 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06505, over 18758.91 utterances.], batch size: 212, lr: 8.90e-04
2022-08-21 09:33:42,516 INFO [train.py:927] (0/8) Epoch 3, batch 2700, libri_loss[loss=0.3093, simple_loss=0.3767, pruned_loss=0.1209, over 12465.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008501, over 39.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3181, pruned_loss=0.08423, over 2474617.06 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06006, over 17809.10 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3279, pruned_loss=0.08471, over 1816627.91 frames. utt_duration=1280 frames, utt_pad_proportion=0.05489, over 5681.61 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3175, pruned_loss=0.08444, over 2475242.78 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06088, over 18817.83 utterances.], batch size: 39, lr: 8.90e-04
2022-08-21 09:35:23,368 INFO [train.py:927] (0/8) Epoch 3, batch 2750, giga_loss[loss=0.265, simple_loss=0.321, pruned_loss=0.1045, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3189, pruned_loss=0.08467, over 2474747.66 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05921, over 17932.58 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3283, pruned_loss=0.08487, over 1826341.71 frames. utt_duration=1282 frames, utt_pad_proportion=0.05402, over 5705.28 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3179, pruned_loss=0.08473, over 2475319.69 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06015, over 18865.70 utterances.], batch size: 34, lr: 8.90e-04
2022-08-21 09:37:05,691 INFO [train.py:927] (0/8) Epoch 3, batch 2800, giga_loss[loss=0.2558, simple_loss=0.328, pruned_loss=0.09174, over 12363.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04195, over 26.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3223, pruned_loss=0.08589, over 2474448.35 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05906, over 17995.43 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3296, pruned_loss=0.08508, over 1842434.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.0527, over 5722.45 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3206, pruned_loss=0.08584, over 2474867.25 frames. utt_duration=522.6 frames, utt_pad_proportion=0.0602, over 18997.08 utterances.], batch size: 26, lr: 8.89e-04
2022-08-21 09:38:47,387 INFO [train.py:927] (0/8) Epoch 3, batch 2850, giga_loss[loss=0.2523, simple_loss=0.3305, pruned_loss=0.08704, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3238, pruned_loss=0.08633, over 2474794.97 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05579, over 17889.93 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3296, pruned_loss=0.08527, over 1855198.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.0525, over 5773.61 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08617, over 2474939.29 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05695, over 18852.67 utterances.], batch size: 75, lr: 8.89e-04
2022-08-21 09:40:28,363 INFO [train.py:927] (0/8) Epoch 3, batch 2900, giga_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1046, over 12356.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3239, pruned_loss=0.08667, over 2474637.44 frames. utt_duration=566 frames, utt_pad_proportion=0.056, over 17535.80 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3295, pruned_loss=0.08561, over 1876435.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05848, over 5937.08 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3226, pruned_loss=0.08633, over 2474872.95 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05521, over 18539.25 utterances.], batch size: 146, lr: 8.88e-04
2022-08-21 09:42:08,346 INFO [train.py:927] (0/8) Epoch 3, batch 2950, giga_loss[loss=0.2706, simple_loss=0.3376, pruned_loss=0.1018, over 12341.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03069, over 51.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3239, pruned_loss=0.08666, over 2474247.65 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05619, over 17326.17 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3307, pruned_loss=0.08593, over 1890962.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.05721, over 5971.35 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08617, over 2474674.73 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05592, over 18357.67 utterances.], batch size: 51, lr: 8.88e-04
2022-08-21 09:43:49,103 INFO [train.py:927] (0/8) Epoch 3, batch 3000, giga_loss[loss=0.2146, simple_loss=0.2935, pruned_loss=0.06783, over 12371.00 frames. utt_duration=670.2 frames, utt_pad_proportion=0.02441, over 74.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.321, pruned_loss=0.08579, over 2473114.29 frames. utt_duration=570.1 frames, utt_pad_proportion=0.0624, over 17397.13 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3311, pruned_loss=0.08623, over 1899256.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.05637, over 5980.73 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.319, pruned_loss=0.08518, over 2473815.10 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06213, over 18351.33 utterances.], batch size: 74, lr: 8.88e-04
2022-08-21 09:43:49,112 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 09:44:02,982 INFO [train.py:967] (0/8) 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 09:45:41,052 INFO [train.py:927] (0/8) Epoch 3, batch 3050, giga_loss[loss=0.2577, simple_loss=0.332, pruned_loss=0.09166, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03267, over 97.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3235, pruned_loss=0.08661, over 2473576.58 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05872, over 17717.35 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3314, pruned_loss=0.08659, over 1913402.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05505, over 6014.71 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3215, pruned_loss=0.08591, over 2474188.92 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05909, over 18705.75 utterances.], batch size: 97, lr: 8.87e-04
2022-08-21 09:47:20,164 INFO [train.py:927] (0/8) Epoch 3, batch 3100, giga_loss[loss=0.2784, simple_loss=0.3383, pruned_loss=0.1092, over 12398.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0685, over 211.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3244, pruned_loss=0.08727, over 2474248.80 frames. utt_duration=555.8 frames, utt_pad_proportion=0.0561, over 17855.43 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3323, pruned_loss=0.08697, over 1921767.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.0546, over 6045.34 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.322, pruned_loss=0.08645, over 2474716.13 frames. utt_duration=529 frames, utt_pad_proportion=0.05666, over 18765.23 utterances.], batch size: 211, lr: 8.87e-04
2022-08-21 09:49:00,598 INFO [train.py:927] (0/8) Epoch 3, batch 3150, giga_loss[loss=0.2222, simple_loss=0.2976, pruned_loss=0.07339, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3213, pruned_loss=0.08662, over 2474625.79 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05672, over 17495.63 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3322, pruned_loss=0.08708, over 1937997.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05311, over 6064.60 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3193, pruned_loss=0.08589, over 2475155.07 frames. utt_duration=536 frames, utt_pad_proportion=0.05765, over 18523.97 utterances.], batch size: 146, lr: 8.86e-04
2022-08-21 09:50:39,845 INFO [train.py:927] (0/8) Epoch 3, batch 3200, giga_loss[loss=0.2563, simple_loss=0.3204, pruned_loss=0.09613, over 12327.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02687, over 79.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3186, pruned_loss=0.0857, over 2474865.22 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05382, over 17219.22 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3311, pruned_loss=0.08655, over 1959022.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.05132, over 6082.68 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3173, pruned_loss=0.08546, over 2475380.58 frames. utt_duration=538.5 frames, utt_pad_proportion=0.0553, over 18439.27 utterances.], batch size: 79, lr: 8.86e-04
2022-08-21 09:51:08,682 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-56000.pt
2022-08-21 09:52:27,465 INFO [train.py:927] (0/8) Epoch 3, batch 3250, giga_loss[loss=0.2286, simple_loss=0.292, pruned_loss=0.08258, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0307, over 42.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3159, pruned_loss=0.08458, over 2474986.08 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05228, over 17249.40 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3305, pruned_loss=0.08616, over 1969053.37 frames. utt_duration=1296 frames, utt_pad_proportion=0.05047, over 6085.05 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3151, pruned_loss=0.08465, over 2475578.78 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05381, over 18412.47 utterances.], batch size: 42, lr: 8.86e-04
2022-08-21 09:54:08,576 INFO [train.py:927] (0/8) Epoch 3, batch 3300, giga_loss[loss=0.2234, simple_loss=0.3024, pruned_loss=0.0722, over 12361.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03535, over 132.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3127, pruned_loss=0.08332, over 2475221.03 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05563, over 17851.86 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3308, pruned_loss=0.0863, over 1978718.07 frames. utt_duration=1296 frames, utt_pad_proportion=0.04984, over 6114.20 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3116, pruned_loss=0.08325, over 2476006.27 frames. utt_duration=524.6 frames, utt_pad_proportion=0.05679, over 18933.25 utterances.], batch size: 132, lr: 8.85e-04
2022-08-21 09:55:49,783 INFO [train.py:927] (0/8) Epoch 3, batch 3350, giga_loss[loss=0.2483, simple_loss=0.3206, pruned_loss=0.08801, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04678, over 31.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3145, pruned_loss=0.08423, over 2474926.96 frames. utt_duration=556 frames, utt_pad_proportion=0.05695, over 17854.03 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3313, pruned_loss=0.08664, over 1986007.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.0502, over 6156.12 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.313, pruned_loss=0.08388, over 2475652.03 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05773, over 18827.52 utterances.], batch size: 31, lr: 8.85e-04
2022-08-21 09:57:30,297 INFO [train.py:927] (0/8) Epoch 3, batch 3400, libri_loss[loss=0.3578, simple_loss=0.5, pruned_loss=0.1078, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006753, over 32.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3179, pruned_loss=0.08512, over 2474490.76 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05655, over 17831.53 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3326, pruned_loss=0.08685, over 1990710.60 frames. utt_duration=1294 frames, utt_pad_proportion=0.04972, over 6161.54 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3156, pruned_loss=0.08466, over 2475239.84 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05735, over 18703.07 utterances.], batch size: 32, lr: 8.84e-04
2022-08-21 09:59:12,474 INFO [train.py:927] (0/8) Epoch 3, batch 3450, giga_loss[loss=0.2783, simple_loss=0.3486, pruned_loss=0.104, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.246, simple_loss=0.32, pruned_loss=0.08606, over 2474208.29 frames. utt_duration=566 frames, utt_pad_proportion=0.05858, over 17532.48 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.333, pruned_loss=0.08717, over 2002486.86 frames. utt_duration=1295 frames, utt_pad_proportion=0.04879, over 6190.11 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3176, pruned_loss=0.08545, over 2474978.10 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05949, over 18459.60 utterances.], batch size: 105, lr: 8.84e-04
2022-08-21 10:00:58,636 INFO [train.py:927] (0/8) Epoch 3, batch 3500, giga_loss[loss=0.2671, simple_loss=0.3409, pruned_loss=0.09667, over 12349.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03253, over 58.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3252, pruned_loss=0.09074, over 2474174.34 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05782, over 17490.41 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3326, pruned_loss=0.08725, over 2016457.73 frames. utt_duration=1296 frames, utt_pad_proportion=0.04843, over 6230.48 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3233, pruned_loss=0.09023, over 2474798.00 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05881, over 18499.94 utterances.], batch size: 58, lr: 8.84e-04
2022-08-21 10:02:40,281 INFO [train.py:927] (0/8) Epoch 3, batch 3550, giga_loss[loss=0.3177, simple_loss=0.3674, pruned_loss=0.134, over 12422.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05463, over 162.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3341, pruned_loss=0.09743, over 2474464.49 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05913, over 18359.38 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3327, pruned_loss=0.08771, over 2032000.80 frames. utt_duration=1285 frames, utt_pad_proportion=0.05203, over 6331.04 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3323, pruned_loss=0.09686, over 2475189.63 frames. utt_duration=510.8 frames, utt_pad_proportion=0.05904, over 19441.52 utterances.], batch size: 162, lr: 8.83e-04
2022-08-21 10:04:25,193 INFO [train.py:927] (0/8) Epoch 3, batch 3600, giga_loss[loss=0.2749, simple_loss=0.3496, pruned_loss=0.1001, over 12321.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03511, over 58.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3396, pruned_loss=0.1019, over 2474817.07 frames. utt_duration=551 frames, utt_pad_proportion=0.05588, over 18014.38 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3317, pruned_loss=0.08726, over 2049102.47 frames. utt_duration=1296 frames, utt_pad_proportion=0.05025, over 6332.74 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3392, pruned_loss=0.1023, over 2475681.81 frames. utt_duration=513.6 frames, utt_pad_proportion=0.05659, over 19337.84 utterances.], batch size: 58, lr: 8.83e-04
2022-08-21 10:06:10,229 INFO [train.py:927] (0/8) Epoch 3, batch 3650, giga_loss[loss=0.2456, simple_loss=0.3273, pruned_loss=0.0819, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02989, over 66.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3475, pruned_loss=0.1086, over 2474839.51 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06597, over 19532.70 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3324, pruned_loss=0.08755, over 2057618.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.05151, over 6403.67 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3469, pruned_loss=0.109, over 2475448.71 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06571, over 20745.43 utterances.], batch size: 66, lr: 8.83e-04
2022-08-21 10:07:55,215 INFO [train.py:927] (0/8) Epoch 3, batch 3700, giga_loss[loss=0.2888, simple_loss=0.3515, pruned_loss=0.113, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04762, over 26.00 utterances.], tot_loss[loss=0.2908, simple_loss=0.3527, pruned_loss=0.1144, over 2474875.59 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07613, over 21062.89 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3322, pruned_loss=0.08749, over 2069794.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.05014, over 6415.35 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3528, pruned_loss=0.1154, over 2475538.55 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0759, over 22382.64 utterances.], batch size: 26, lr: 8.82e-04
2022-08-21 10:09:43,176 INFO [train.py:927] (0/8) Epoch 3, batch 3750, giga_loss[loss=0.3282, simple_loss=0.3699, pruned_loss=0.1432, over 12386.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3571, pruned_loss=0.1192, over 2474480.21 frames. utt_duration=464 frames, utt_pad_proportion=0.07775, over 21401.67 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3307, pruned_loss=0.08673, over 2088548.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04808, over 6425.15 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3593, pruned_loss=0.1218, over 2475958.68 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07829, over 23118.41 utterances.], batch size: 161, lr: 8.82e-04
2022-08-21 10:11:32,114 INFO [train.py:927] (0/8) Epoch 3, batch 3800, giga_loss[loss=0.2544, simple_loss=0.3257, pruned_loss=0.09155, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03897, over 28.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3591, pruned_loss=0.1221, over 2474961.55 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08479, over 22251.06 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3312, pruned_loss=0.08722, over 2100274.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.05818, over 6609.08 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3612, pruned_loss=0.1247, over 2475903.01 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08266, over 23854.87 utterances.], batch size: 28, lr: 8.81e-04
2022-08-21 10:13:16,259 INFO [train.py:927] (0/8) Epoch 3, batch 3850, giga_loss[loss=0.2715, simple_loss=0.3366, pruned_loss=0.1032, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0449, over 31.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3598, pruned_loss=0.1224, over 2474475.79 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08654, over 22458.34 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.331, pruned_loss=0.08715, over 2107595.38 frames. utt_duration=1277 frames, utt_pad_proportion=0.05713, over 6610.88 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3621, pruned_loss=0.1251, over 2475325.08 frames. utt_duration=413.8 frames, utt_pad_proportion=0.08515, over 24010.76 utterances.], batch size: 31, lr: 8.81e-04
2022-08-21 10:15:01,199 INFO [train.py:927] (0/8) Epoch 3, batch 3900, giga_loss[loss=0.2934, simple_loss=0.3706, pruned_loss=0.1081, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3612, pruned_loss=0.1223, over 2474930.91 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08444, over 22385.53 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3312, pruned_loss=0.08755, over 2118626.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.06078, over 6718.05 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3637, pruned_loss=0.1251, over 2475457.05 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08272, over 23950.96 utterances.], batch size: 75, lr: 8.81e-04
2022-08-21 10:16:50,324 INFO [train.py:927] (0/8) Epoch 3, batch 3950, giga_loss[loss=0.3037, simple_loss=0.3731, pruned_loss=0.1171, over 12374.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3609, pruned_loss=0.1206, over 2474623.20 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08078, over 22174.86 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3312, pruned_loss=0.08755, over 2118626.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.06078, over 6718.05 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3628, pruned_loss=0.1228, over 2475032.70 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0796, over 23393.26 utterances.], batch size: 133, lr: 8.80e-04
2022-08-21 10:18:34,928 INFO [train.py:927] (0/8) Epoch 3, batch 4000, libri_loss[loss=0.4142, simple_loss=0.5864, pruned_loss=0.121, over 12318.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004944, over 35.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3588, pruned_loss=0.1175, over 2474064.45 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08205, over 22194.52 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3327, pruned_loss=0.08777, over 2126927.37 frames. utt_duration=1268 frames, utt_pad_proportion=0.05944, over 6719.08 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3596, pruned_loss=0.1197, over 2474865.06 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08156, over 23529.99 utterances.], batch size: 35, lr: 8.80e-04
2022-08-21 10:20:20,102 INFO [train.py:927] (0/8) Epoch 3, batch 4050, giga_loss[loss=0.2753, simple_loss=0.3462, pruned_loss=0.1022, over 12362.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3552, pruned_loss=0.1142, over 2474495.18 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07875, over 21258.87 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.333, pruned_loss=0.0879, over 2135631.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.0581, over 6737.97 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3562, pruned_loss=0.1165, over 2475035.05 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07904, over 22638.42 utterances.], batch size: 70, lr: 8.79e-04
2022-08-21 10:22:13,339 INFO [train.py:927] (0/8) Epoch 3, batch 4100, giga_loss[loss=0.2794, simple_loss=0.3481, pruned_loss=0.1053, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03496, over 105.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3532, pruned_loss=0.1129, over 2474200.59 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07811, over 20862.44 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3329, pruned_loss=0.08797, over 2143857.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.062, over 6820.77 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3545, pruned_loss=0.1153, over 2474771.44 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07751, over 22213.62 utterances.], batch size: 105, lr: 8.79e-04
2022-08-21 10:24:03,538 INFO [train.py:927] (0/8) Epoch 3, batch 4150, giga_loss[loss=0.2789, simple_loss=0.3593, pruned_loss=0.09925, over 12423.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07302, over 213.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3519, pruned_loss=0.1099, over 2473775.90 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07484, over 20770.38 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3324, pruned_loss=0.08764, over 2152964.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.0605, over 6817.06 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3539, pruned_loss=0.1127, over 2474843.52 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07505, over 22222.45 utterances.], batch size: 213, lr: 8.79e-04
2022-08-21 10:25:49,370 INFO [train.py:927] (0/8) Epoch 3, batch 4200, giga_loss[loss=0.3269, simple_loss=0.3785, pruned_loss=0.1376, over 12424.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3528, pruned_loss=0.1101, over 2473508.77 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07319, over 20247.66 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.333, pruned_loss=0.08775, over 2164905.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.06263, over 6887.27 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3547, pruned_loss=0.1131, over 2475038.20 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07295, over 21859.60 utterances.], batch size: 212, lr: 8.78e-04
2022-08-21 10:27:37,120 INFO [train.py:927] (0/8) Epoch 3, batch 4250, giga_loss[loss=0.2823, simple_loss=0.3444, pruned_loss=0.1101, over 12324.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03585, over 62.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3519, pruned_loss=0.1098, over 2473447.72 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07245, over 20200.65 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3338, pruned_loss=0.08812, over 2170843.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06702, over 6985.16 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.353, pruned_loss=0.1123, over 2474816.06 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07126, over 21627.87 utterances.], batch size: 62, lr: 8.78e-04
2022-08-21 10:29:21,997 INFO [train.py:927] (0/8) Epoch 3, batch 4300, giga_loss[loss=0.237, simple_loss=0.309, pruned_loss=0.08247, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02847, over 45.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.35, pruned_loss=0.1097, over 2473497.78 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07415, over 20767.94 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3337, pruned_loss=0.08822, over 2176996.59 frames. utt_duration=1249 frames, utt_pad_proportion=0.06586, over 6981.46 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3513, pruned_loss=0.112, over 2474436.21 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07349, over 22152.40 utterances.], batch size: 45, lr: 8.78e-04
2022-08-21 10:31:10,707 INFO [train.py:927] (0/8) Epoch 3, batch 4350, giga_loss[loss=0.2697, simple_loss=0.3492, pruned_loss=0.09512, over 12457.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03069, over 55.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3488, pruned_loss=0.1083, over 2473510.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07556, over 20932.67 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3334, pruned_loss=0.08805, over 2185369.82 frames. utt_duration=1252 frames, utt_pad_proportion=0.06452, over 6992.84 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3506, pruned_loss=0.1108, over 2474639.82 frames. utt_duration=443.3 frames, utt_pad_proportion=0.0754, over 22402.75 utterances.], batch size: 55, lr: 8.77e-04
2022-08-21 10:32:57,228 INFO [train.py:927] (0/8) Epoch 3, batch 4400, giga_loss[loss=0.3757, simple_loss=0.3933, pruned_loss=0.179, over 12386.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3476, pruned_loss=0.1073, over 2473760.48 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07771, over 20418.60 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.334, pruned_loss=0.08848, over 2195135.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.07215, over 7156.50 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3491, pruned_loss=0.1096, over 2474850.29 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07544, over 21883.86 utterances.], batch size: 257, lr: 8.77e-04
2022-08-21 10:34:42,438 INFO [train.py:927] (0/8) Epoch 3, batch 4450, giga_loss[loss=0.2793, simple_loss=0.3417, pruned_loss=0.1084, over 12357.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3463, pruned_loss=0.1072, over 2473521.45 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07863, over 20512.89 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3337, pruned_loss=0.08848, over 2201552.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.07067, over 7145.75 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3479, pruned_loss=0.1094, over 2474806.10 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07725, over 21994.84 utterances.], batch size: 62, lr: 8.76e-04
2022-08-21 10:36:28,734 INFO [train.py:927] (0/8) Epoch 3, batch 4500, giga_loss[loss=0.2885, simple_loss=0.347, pruned_loss=0.115, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03152, over 104.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3444, pruned_loss=0.1064, over 2473888.25 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07157, over 19660.29 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3333, pruned_loss=0.08815, over 2209394.09 frames. utt_duration=1241 frames, utt_pad_proportion=0.06894, over 7130.68 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3463, pruned_loss=0.1089, over 2475103.50 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07145, over 21204.71 utterances.], batch size: 104, lr: 8.76e-04
2022-08-21 10:38:14,074 INFO [train.py:927] (0/8) Epoch 3, batch 4550, giga_loss[loss=0.2961, simple_loss=0.351, pruned_loss=0.1206, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3444, pruned_loss=0.1066, over 2474298.84 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06807, over 19757.96 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3339, pruned_loss=0.08792, over 2215887.24 frames. utt_duration=1246 frames, utt_pad_proportion=0.06761, over 7124.46 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3457, pruned_loss=0.1093, over 2475337.21 frames. utt_duration=467 frames, utt_pad_proportion=0.0686, over 21268.31 utterances.], batch size: 162, lr: 8.76e-04
2022-08-21 10:39:58,998 INFO [train.py:927] (0/8) Epoch 3, batch 4600, libri_loss[loss=0.2758, simple_loss=0.3529, pruned_loss=0.09934, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007418, over 37.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3443, pruned_loss=0.1065, over 2474515.29 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06832, over 19829.35 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.334, pruned_loss=0.08801, over 2222417.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.06615, over 7133.27 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3455, pruned_loss=0.109, over 2475206.48 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06918, over 21318.24 utterances.], batch size: 37, lr: 8.75e-04
2022-08-21 10:41:42,708 INFO [train.py:927] (0/8) Epoch 3, batch 4650, giga_loss[loss=0.3137, simple_loss=0.3673, pruned_loss=0.1301, over 12440.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.345, pruned_loss=0.1065, over 2474945.17 frames. utt_duration=500.4 frames, utt_pad_proportion=0.0688, over 19840.52 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3336, pruned_loss=0.08794, over 2229428.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.06447, over 7123.46 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3466, pruned_loss=0.109, over 2475926.26 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07002, over 21382.32 utterances.], batch size: 105, lr: 8.75e-04
2022-08-21 10:43:29,387 INFO [train.py:927] (0/8) Epoch 3, batch 4700, giga_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08652, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03617, over 40.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3468, pruned_loss=0.1082, over 2475070.65 frames. utt_duration=482 frames, utt_pad_proportion=0.07525, over 20602.85 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3345, pruned_loss=0.08844, over 2233063.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.06365, over 7129.62 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3474, pruned_loss=0.1101, over 2475868.95 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07608, over 21988.13 utterances.], batch size: 40, lr: 8.74e-04
2022-08-21 10:45:15,473 INFO [train.py:927] (0/8) Epoch 3, batch 4750, giga_loss[loss=0.3417, simple_loss=0.3791, pruned_loss=0.1521, over 12378.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.0754, over 213.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3485, pruned_loss=0.1107, over 2474926.47 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07466, over 20867.87 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3343, pruned_loss=0.08831, over 2239900.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.06304, over 7164.54 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3495, pruned_loss=0.1128, over 2475863.98 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07559, over 22297.44 utterances.], batch size: 213, lr: 8.74e-04
2022-08-21 10:46:59,264 INFO [train.py:927] (0/8) Epoch 3, batch 4800, giga_loss[loss=0.2891, simple_loss=0.3505, pruned_loss=0.1138, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03592, over 40.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3503, pruned_loss=0.1132, over 2474688.12 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07403, over 21115.73 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3346, pruned_loss=0.08869, over 2244670.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.06803, over 7277.02 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3512, pruned_loss=0.115, over 2475328.33 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07332, over 22396.82 utterances.], batch size: 40, lr: 8.74e-04
2022-08-21 10:48:41,471 INFO [train.py:927] (0/8) Epoch 3, batch 4850, giga_loss[loss=0.3008, simple_loss=0.3735, pruned_loss=0.114, over 12423.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03792, over 133.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3474, pruned_loss=0.1104, over 2474420.79 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06909, over 20288.51 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3343, pruned_loss=0.08855, over 2250297.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06665, over 7272.18 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3486, pruned_loss=0.1124, over 2474989.15 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06921, over 21608.83 utterances.], batch size: 133, lr: 8.73e-04
2022-08-21 10:50:24,487 INFO [train.py:927] (0/8) Epoch 3, batch 4900, giga_loss[loss=0.245, simple_loss=0.3218, pruned_loss=0.08412, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03887, over 30.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3442, pruned_loss=0.1078, over 2472814.93 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07764, over 20723.05 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3333, pruned_loss=0.08796, over 2256293.90 frames. utt_duration=1247 frames, utt_pad_proportion=0.06509, over 7246.31 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3463, pruned_loss=0.1105, over 2473842.30 frames. utt_duration=448 frames, utt_pad_proportion=0.07774, over 22160.30 utterances.], batch size: 30, lr: 8.73e-04
2022-08-21 10:52:11,460 INFO [train.py:927] (0/8) Epoch 3, batch 4950, giga_loss[loss=0.304, simple_loss=0.342, pruned_loss=0.1331, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3419, pruned_loss=0.1065, over 2473018.98 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07447, over 20350.49 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.333, pruned_loss=0.08794, over 2264063.21 frames. utt_duration=1254 frames, utt_pad_proportion=0.06301, over 7230.64 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3442, pruned_loss=0.1094, over 2474541.17 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07545, over 22000.66 utterances.], batch size: 370, lr: 8.73e-04
2022-08-21 10:53:56,135 INFO [train.py:927] (0/8) Epoch 3, batch 5000, giga_loss[loss=0.2713, simple_loss=0.3633, pruned_loss=0.08964, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3446, pruned_loss=0.1083, over 2473371.19 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07651, over 20710.23 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3323, pruned_loss=0.08763, over 2269102.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.0619, over 7219.13 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3473, pruned_loss=0.1112, over 2474700.97 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07755, over 22333.74 utterances.], batch size: 58, lr: 8.72e-04
2022-08-21 10:55:44,640 INFO [train.py:927] (0/8) Epoch 3, batch 5050, giga_loss[loss=0.3161, simple_loss=0.3819, pruned_loss=0.1252, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02706, over 70.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.349, pruned_loss=0.1076, over 2473276.65 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07576, over 20349.12 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3336, pruned_loss=0.08763, over 2277347.27 frames. utt_duration=1268 frames, utt_pad_proportion=0.05972, over 7194.52 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3506, pruned_loss=0.1108, over 2475079.48 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07751, over 22243.85 utterances.], batch size: 70, lr: 8.72e-04
2022-08-21 10:57:27,752 INFO [train.py:927] (0/8) Epoch 3, batch 5100, giga_loss[loss=0.2923, simple_loss=0.3518, pruned_loss=0.1164, over 12427.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03649, over 98.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3502, pruned_loss=0.1087, over 2473185.51 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07146, over 20138.35 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3329, pruned_loss=0.08735, over 2284282.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.05803, over 7175.72 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3527, pruned_loss=0.1123, over 2475352.31 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07387, over 22165.49 utterances.], batch size: 98, lr: 8.71e-04
2022-08-21 10:59:12,711 INFO [train.py:927] (0/8) Epoch 3, batch 5150, giga_loss[loss=0.2965, simple_loss=0.3569, pruned_loss=0.1181, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3518, pruned_loss=0.1111, over 2473236.08 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07211, over 20643.96 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3328, pruned_loss=0.08769, over 2287147.67 frames. utt_duration=1276 frames, utt_pad_proportion=0.0573, over 7178.07 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.354, pruned_loss=0.114, over 2474907.26 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0742, over 22412.67 utterances.], batch size: 133, lr: 8.71e-04
2022-08-21 11:00:59,003 INFO [train.py:927] (0/8) Epoch 3, batch 5200, giga_loss[loss=0.3141, simple_loss=0.3559, pruned_loss=0.1362, over 12352.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2036, over 369.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.349, pruned_loss=0.1098, over 2473559.10 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07401, over 20331.23 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3327, pruned_loss=0.08771, over 2292297.76 frames. utt_duration=1281 frames, utt_pad_proportion=0.05592, over 7168.87 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3514, pruned_loss=0.1127, over 2475258.65 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0761, over 22116.44 utterances.], batch size: 369, lr: 8.71e-04
2022-08-21 11:01:30,169 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-58000.pt
2022-08-21 11:02:53,697 INFO [train.py:927] (0/8) Epoch 3, batch 5250, giga_loss[loss=0.3012, simple_loss=0.3683, pruned_loss=0.117, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02658, over 91.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3467, pruned_loss=0.1091, over 2473697.52 frames. utt_duration=481 frames, utt_pad_proportion=0.07757, over 20634.66 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3318, pruned_loss=0.08736, over 2297385.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.05465, over 7150.12 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3498, pruned_loss=0.1123, over 2475298.90 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07952, over 22441.01 utterances.], batch size: 91, lr: 8.70e-04
2022-08-21 11:04:37,897 INFO [train.py:927] (0/8) Epoch 3, batch 5300, giga_loss[loss=0.3893, simple_loss=0.409, pruned_loss=0.1849, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3468, pruned_loss=0.11, over 2474030.01 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07837, over 21001.19 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3313, pruned_loss=0.08722, over 2304302.67 frames. utt_duration=1291 frames, utt_pad_proportion=0.0529, over 7145.20 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3502, pruned_loss=0.1134, over 2475321.52 frames. utt_duration=433 frames, utt_pad_proportion=0.08059, over 22942.36 utterances.], batch size: 257, lr: 8.70e-04
2022-08-21 11:06:22,119 INFO [train.py:927] (0/8) Epoch 3, batch 5350, giga_loss[loss=0.2604, simple_loss=0.3384, pruned_loss=0.09125, over 12350.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3462, pruned_loss=0.1099, over 2474080.19 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07441, over 21210.11 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.331, pruned_loss=0.08707, over 2307203.39 frames. utt_duration=1294 frames, utt_pad_proportion=0.05233, over 7141.27 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3494, pruned_loss=0.1132, over 2475521.20 frames. utt_duration=432 frames, utt_pad_proportion=0.07677, over 22997.16 utterances.], batch size: 70, lr: 8.70e-04
2022-08-21 11:08:05,965 INFO [train.py:927] (0/8) Epoch 3, batch 5400, giga_loss[loss=0.2236, simple_loss=0.3098, pruned_loss=0.06871, over 12346.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03006, over 70.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3481, pruned_loss=0.11, over 2474038.03 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0731, over 21103.32 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3312, pruned_loss=0.08681, over 2312682.75 frames. utt_duration=1299 frames, utt_pad_proportion=0.05086, over 7129.45 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3511, pruned_loss=0.1135, over 2475479.61 frames. utt_duration=432 frames, utt_pad_proportion=0.07572, over 22997.25 utterances.], batch size: 70, lr: 8.69e-04
2022-08-21 11:09:52,407 INFO [train.py:927] (0/8) Epoch 3, batch 5450, giga_loss[loss=0.3238, simple_loss=0.3729, pruned_loss=0.1373, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3484, pruned_loss=0.1109, over 2474222.35 frames. utt_duration=460 frames, utt_pad_proportion=0.07487, over 21584.96 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3307, pruned_loss=0.08674, over 2316191.51 frames. utt_duration=1301 frames, utt_pad_proportion=0.0503, over 7131.44 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3515, pruned_loss=0.1143, over 2475784.65 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0771, over 23399.48 utterances.], batch size: 161, lr: 8.69e-04
2022-08-21 11:11:38,915 INFO [train.py:927] (0/8) Epoch 3, batch 5500, giga_loss[loss=0.3236, simple_loss=0.3806, pruned_loss=0.1333, over 12441.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03646, over 133.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3499, pruned_loss=0.1092, over 2474323.04 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07283, over 21136.00 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3308, pruned_loss=0.08668, over 2317783.53 frames. utt_duration=1301 frames, utt_pad_proportion=0.0499, over 7132.15 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3524, pruned_loss=0.1121, over 2475535.92 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07497, over 22698.76 utterances.], batch size: 133, lr: 8.68e-04
2022-08-21 11:13:22,221 INFO [train.py:927] (0/8) Epoch 3, batch 5550, libri_loss[loss=0.2936, simple_loss=0.3526, pruned_loss=0.1173, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006295, over 35.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3527, pruned_loss=0.1112, over 2474479.99 frames. utt_duration=479 frames, utt_pad_proportion=0.06947, over 20727.39 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3309, pruned_loss=0.08686, over 2320058.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04928, over 7128.18 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3549, pruned_loss=0.1136, over 2475500.28 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07167, over 22147.07 utterances.], batch size: 35, lr: 8.68e-04
2022-08-21 11:15:08,063 INFO [train.py:927] (0/8) Epoch 3, batch 5600, giga_loss[loss=0.3182, simple_loss=0.3752, pruned_loss=0.1306, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3538, pruned_loss=0.1125, over 2474156.05 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06883, over 20548.42 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3309, pruned_loss=0.08691, over 2320746.09 frames. utt_duration=1304 frames, utt_pad_proportion=0.04909, over 7124.54 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3556, pruned_loss=0.1145, over 2475020.59 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07069, over 21715.42 utterances.], batch size: 133, lr: 8.68e-04
2022-08-21 11:16:52,258 INFO [train.py:927] (0/8) Epoch 3, batch 5650, giga_loss[loss=0.2931, simple_loss=0.3767, pruned_loss=0.1047, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3527, pruned_loss=0.1101, over 2474189.76 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06587, over 20439.21 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3312, pruned_loss=0.08719, over 2323040.02 frames. utt_duration=1299 frames, utt_pad_proportion=0.04917, over 7161.46 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3542, pruned_loss=0.1118, over 2474863.35 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06759, over 21506.59 utterances.], batch size: 48, lr: 8.67e-04
2022-08-21 11:18:35,040 INFO [train.py:927] (0/8) Epoch 3, batch 5700, giga_loss[loss=0.2733, simple_loss=0.3532, pruned_loss=0.09674, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03699, over 30.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3534, pruned_loss=0.1093, over 2473530.80 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07102, over 20326.49 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3319, pruned_loss=0.0876, over 2328988.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.05323, over 7270.23 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3547, pruned_loss=0.1112, over 2474034.15 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07118, over 21579.83 utterances.], batch size: 30, lr: 8.67e-04
2022-08-21 11:20:21,390 INFO [train.py:927] (0/8) Epoch 3, batch 5750, libri_loss[loss=0.2002, simple_loss=0.2973, pruned_loss=0.05155, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005336, over 32.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3542, pruned_loss=0.1098, over 2474256.04 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07309, over 20543.34 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3331, pruned_loss=0.08777, over 2332056.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05746, over 7360.47 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3547, pruned_loss=0.1116, over 2474500.26 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07213, over 21699.55 utterances.], batch size: 32, lr: 8.67e-04
2022-08-21 11:22:04,326 INFO [train.py:927] (0/8) Epoch 3, batch 5800, giga_loss[loss=0.2447, simple_loss=0.3168, pruned_loss=0.08633, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02816, over 42.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3507, pruned_loss=0.1084, over 2474021.26 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07154, over 19724.18 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3324, pruned_loss=0.08741, over 2339041.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05944, over 7416.72 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3526, pruned_loss=0.1111, over 2474200.17 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07041, over 21187.13 utterances.], batch size: 42, lr: 8.66e-04
2022-08-21 11:23:52,480 INFO [train.py:927] (0/8) Epoch 3, batch 5850, giga_loss[loss=0.2717, simple_loss=0.3277, pruned_loss=0.1079, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03443, over 51.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.349, pruned_loss=0.1088, over 2474334.47 frames. utt_duration=496 frames, utt_pad_proportion=0.06932, over 20016.24 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3325, pruned_loss=0.08749, over 2340489.86 frames. utt_duration=1263 frames, utt_pad_proportion=0.05893, over 7419.55 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3505, pruned_loss=0.111, over 2474389.32 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06874, over 21265.81 utterances.], batch size: 51, lr: 8.66e-04
2022-08-21 11:25:32,535 INFO [train.py:927] (0/8) Epoch 3, batch 5900, giga_loss[loss=0.2854, simple_loss=0.3235, pruned_loss=0.1237, over 12368.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 366.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3485, pruned_loss=0.1087, over 2474556.44 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06782, over 20008.66 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3326, pruned_loss=0.08765, over 2345612.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.05716, over 7394.43 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3502, pruned_loss=0.1112, over 2474727.94 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06809, over 21498.77 utterances.], batch size: 366, lr: 8.66e-04
2022-08-21 11:27:13,397 INFO [train.py:927] (0/8) Epoch 3, batch 5950, giga_loss[loss=0.2301, simple_loss=0.3053, pruned_loss=0.07744, over 12221.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03888, over 28.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3438, pruned_loss=0.1043, over 2473946.13 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06541, over 19148.52 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3318, pruned_loss=0.08709, over 2350467.34 frames. utt_duration=1277 frames, utt_pad_proportion=0.05548, over 7371.45 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3465, pruned_loss=0.1076, over 2474844.81 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06648, over 20881.37 utterances.], batch size: 28, lr: 8.65e-04
2022-08-21 11:29:02,653 INFO [train.py:927] (0/8) Epoch 3, batch 6000, giga_loss[loss=0.3508, simple_loss=0.3786, pruned_loss=0.1615, over 12409.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3427, pruned_loss=0.1041, over 2474187.52 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07117, over 20152.08 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3324, pruned_loss=0.08712, over 2352571.21 frames. utt_duration=1281 frames, utt_pad_proportion=0.05463, over 7353.17 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3445, pruned_loss=0.1069, over 2475193.79 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07191, over 21762.74 utterances.], batch size: 258, lr: 8.65e-04
2022-08-21 11:29:02,667 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 11:29:18,201 INFO [train.py:967] (0/8) 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 11:31:02,419 INFO [train.py:927] (0/8) Epoch 3, batch 6050, giga_loss[loss=0.2697, simple_loss=0.3361, pruned_loss=0.1016, over 12355.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03146, over 104.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3396, pruned_loss=0.1025, over 2474418.32 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07112, over 19514.03 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3322, pruned_loss=0.08701, over 2354841.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.05405, over 7362.02 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3414, pruned_loss=0.1051, over 2475351.43 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07205, over 21013.58 utterances.], batch size: 104, lr: 8.64e-04
2022-08-21 11:32:45,412 INFO [train.py:927] (0/8) Epoch 3, batch 6100, giga_loss[loss=0.2464, simple_loss=0.3299, pruned_loss=0.08144, over 12415.00 frames. utt_duration=441 frames, utt_pad_proportion=0.0371, over 113.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3402, pruned_loss=0.1022, over 2475123.54 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07002, over 19554.33 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3316, pruned_loss=0.08672, over 2355741.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.05385, over 7344.44 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3421, pruned_loss=0.1046, over 2476105.88 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07091, over 20849.71 utterances.], batch size: 113, lr: 8.64e-04
2022-08-21 11:34:30,055 INFO [train.py:927] (0/8) Epoch 3, batch 6150, giga_loss[loss=0.3057, simple_loss=0.3561, pruned_loss=0.1276, over 12435.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03719, over 43.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3409, pruned_loss=0.1039, over 2474869.61 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07808, over 20484.27 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3315, pruned_loss=0.08694, over 2358992.25 frames. utt_duration=1284 frames, utt_pad_proportion=0.0536, over 7356.35 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3427, pruned_loss=0.1061, over 2475885.78 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07861, over 21851.57 utterances.], batch size: 43, lr: 8.64e-04
2022-08-21 11:36:16,399 INFO [train.py:927] (0/8) Epoch 3, batch 6200, giga_loss[loss=0.2583, simple_loss=0.3288, pruned_loss=0.09393, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3413, pruned_loss=0.104, over 2474166.27 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07699, over 20125.83 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3312, pruned_loss=0.087, over 2364016.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.05166, over 7339.98 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3435, pruned_loss=0.1065, over 2475563.84 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07839, over 21816.61 utterances.], batch size: 66, lr: 8.63e-04
2022-08-21 11:38:00,872 INFO [train.py:927] (0/8) Epoch 3, batch 6250, giga_loss[loss=0.293, simple_loss=0.3616, pruned_loss=0.1122, over 12439.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03725, over 133.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3418, pruned_loss=0.104, over 2473733.89 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07243, over 19334.70 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3312, pruned_loss=0.08695, over 2368121.59 frames. utt_duration=1281 frames, utt_pad_proportion=0.05523, over 7404.00 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.344, pruned_loss=0.1067, over 2475066.17 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07309, over 21106.02 utterances.], batch size: 133, lr: 8.63e-04
2022-08-21 11:39:47,279 INFO [train.py:927] (0/8) Epoch 3, batch 6300, giga_loss[loss=0.2917, simple_loss=0.3575, pruned_loss=0.113, over 12371.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03039, over 85.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3439, pruned_loss=0.1055, over 2473891.95 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07216, over 19551.54 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3311, pruned_loss=0.08713, over 2371558.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05384, over 7399.89 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3461, pruned_loss=0.108, over 2475156.74 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0733, over 21338.13 utterances.], batch size: 85, lr: 8.63e-04
2022-08-21 11:41:32,247 INFO [train.py:927] (0/8) Epoch 3, batch 6350, giga_loss[loss=0.2874, simple_loss=0.3525, pruned_loss=0.1112, over 12435.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0381, over 105.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3458, pruned_loss=0.106, over 2473776.33 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07363, over 20414.59 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3318, pruned_loss=0.08707, over 2373261.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.05391, over 7413.00 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3471, pruned_loss=0.1084, over 2475065.14 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07448, over 22041.49 utterances.], batch size: 105, lr: 8.62e-04
2022-08-21 11:43:15,249 INFO [train.py:927] (0/8) Epoch 3, batch 6400, giga_loss[loss=0.2434, simple_loss=0.3194, pruned_loss=0.08375, over 12423.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03658, over 98.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3452, pruned_loss=0.1059, over 2473855.28 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07245, over 20395.25 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3316, pruned_loss=0.08684, over 2375846.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.05363, over 7418.94 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3468, pruned_loss=0.1085, over 2475215.84 frames. utt_duration=451 frames, utt_pad_proportion=0.07346, over 22023.49 utterances.], batch size: 98, lr: 8.62e-04
2022-08-21 11:45:04,440 INFO [train.py:927] (0/8) Epoch 3, batch 6450, giga_loss[loss=0.2637, simple_loss=0.3204, pruned_loss=0.1035, over 12363.00 frames. utt_duration=1101 frames, utt_pad_proportion=0.02343, over 45.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3463, pruned_loss=0.1075, over 2474462.07 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07196, over 21066.93 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3327, pruned_loss=0.0868, over 2377139.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.05318, over 7403.71 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3467, pruned_loss=0.1098, over 2475675.21 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07296, over 22541.67 utterances.], batch size: 45, lr: 8.62e-04
2022-08-21 11:46:48,361 INFO [train.py:927] (0/8) Epoch 3, batch 6500, giga_loss[loss=0.2675, simple_loss=0.3391, pruned_loss=0.09795, over 12365.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3464, pruned_loss=0.1078, over 2473803.87 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07138, over 20303.37 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3333, pruned_loss=0.08717, over 2379924.39 frames. utt_duration=1288 frames, utt_pad_proportion=0.05193, over 7400.68 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3467, pruned_loss=0.1099, over 2474860.80 frames. utt_duration=454 frames, utt_pad_proportion=0.07286, over 21875.59 utterances.], batch size: 58, lr: 8.61e-04
2022-08-21 11:48:32,832 INFO [train.py:927] (0/8) Epoch 3, batch 6550, giga_loss[loss=0.305, simple_loss=0.3738, pruned_loss=0.1181, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3481, pruned_loss=0.1091, over 2474801.44 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06473, over 20127.30 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3334, pruned_loss=0.0872, over 2381511.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.05136, over 7407.61 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3484, pruned_loss=0.1111, over 2475477.13 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06658, over 21533.42 utterances.], batch size: 70, lr: 8.61e-04
2022-08-21 11:50:16,290 INFO [train.py:927] (0/8) Epoch 3, batch 6600, giga_loss[loss=0.2716, simple_loss=0.3395, pruned_loss=0.1019, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02425, over 45.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3482, pruned_loss=0.1101, over 2474620.79 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06224, over 19797.41 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3326, pruned_loss=0.08678, over 2383959.43 frames. utt_duration=1293 frames, utt_pad_proportion=0.05023, over 7385.73 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3495, pruned_loss=0.1127, over 2475460.93 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06437, over 21290.87 utterances.], batch size: 45, lr: 8.60e-04
2022-08-21 11:52:03,432 INFO [train.py:927] (0/8) Epoch 3, batch 6650, giga_loss[loss=0.2734, simple_loss=0.3311, pruned_loss=0.1078, over 12305.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03522, over 51.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.347, pruned_loss=0.1092, over 2473797.67 frames. utt_duration=510.8 frames, utt_pad_proportion=0.0614, over 19426.47 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3324, pruned_loss=0.08666, over 2385887.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.04934, over 7384.03 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3485, pruned_loss=0.1119, over 2474734.23 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06352, over 20876.55 utterances.], batch size: 51, lr: 8.60e-04
2022-08-21 11:53:48,322 INFO [train.py:927] (0/8) Epoch 3, batch 6700, giga_loss[loss=0.2573, simple_loss=0.3226, pruned_loss=0.096, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02997, over 45.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3481, pruned_loss=0.1102, over 2473643.63 frames. utt_duration=505 frames, utt_pad_proportion=0.0636, over 19650.97 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3322, pruned_loss=0.08655, over 2386444.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.04931, over 7391.23 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3496, pruned_loss=0.1126, over 2474682.99 frames. utt_duration=475 frames, utt_pad_proportion=0.06522, over 20903.14 utterances.], batch size: 45, lr: 8.60e-04
2022-08-21 11:55:33,408 INFO [train.py:927] (0/8) Epoch 3, batch 6750, giga_loss[loss=0.2724, simple_loss=0.3404, pruned_loss=0.1022, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.349, pruned_loss=0.11, over 2473843.39 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06142, over 19038.26 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3329, pruned_loss=0.08638, over 2388793.36 frames. utt_duration=1298 frames, utt_pad_proportion=0.04849, over 7371.85 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3501, pruned_loss=0.1127, over 2474881.41 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06326, over 20381.42 utterances.], batch size: 113, lr: 8.59e-04
2022-08-21 11:57:17,129 INFO [train.py:927] (0/8) Epoch 3, batch 6800, giga_loss[loss=0.2701, simple_loss=0.3397, pruned_loss=0.1003, over 12384.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05161, over 34.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3495, pruned_loss=0.1106, over 2473985.65 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06451, over 19448.26 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3324, pruned_loss=0.08636, over 2390415.00 frames. utt_duration=1301 frames, utt_pad_proportion=0.04788, over 7357.56 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.351, pruned_loss=0.1131, over 2474851.18 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06602, over 20727.91 utterances.], batch size: 34, lr: 8.59e-04
2022-08-21 11:59:01,190 INFO [train.py:927] (0/8) Epoch 3, batch 6850, libri_loss[loss=0.2591, simple_loss=0.3442, pruned_loss=0.08704, over 12401.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03671, over 46.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3482, pruned_loss=0.1093, over 2473616.38 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06487, over 19756.48 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.332, pruned_loss=0.08602, over 2392317.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04707, over 7352.79 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3503, pruned_loss=0.1122, over 2474455.54 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06643, over 21070.25 utterances.], batch size: 46, lr: 8.59e-04
2022-08-21 12:00:42,482 INFO [train.py:927] (0/8) Epoch 3, batch 6900, libri_loss[loss=0.175, simple_loss=0.2581, pruned_loss=0.04595, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01162, over 28.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3467, pruned_loss=0.1082, over 2473286.60 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0638, over 19718.70 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3313, pruned_loss=0.08556, over 2394823.08 frames. utt_duration=1308 frames, utt_pad_proportion=0.04598, over 7333.46 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3494, pruned_loss=0.1117, over 2474258.61 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06562, over 21199.86 utterances.], batch size: 28, lr: 8.58e-04
2022-08-21 12:02:29,696 INFO [train.py:927] (0/8) Epoch 3, batch 6950, giga_loss[loss=0.3734, simple_loss=0.3952, pruned_loss=0.1758, over 12410.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1099, over 260.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3489, pruned_loss=0.1093, over 2473739.99 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06646, over 20046.02 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3317, pruned_loss=0.08555, over 2396980.09 frames. utt_duration=1309 frames, utt_pad_proportion=0.04521, over 7335.14 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3511, pruned_loss=0.1126, over 2474315.38 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06814, over 21514.89 utterances.], batch size: 260, lr: 8.58e-04
2022-08-21 12:04:13,804 INFO [train.py:927] (0/8) Epoch 3, batch 7000, giga_loss[loss=0.3392, simple_loss=0.3797, pruned_loss=0.1494, over 12410.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05772, over 182.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.349, pruned_loss=0.1109, over 2474489.97 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07239, over 20796.61 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3314, pruned_loss=0.08579, over 2399489.89 frames. utt_duration=1314 frames, utt_pad_proportion=0.04404, over 7314.52 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3517, pruned_loss=0.1141, over 2475107.93 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07395, over 22419.96 utterances.], batch size: 182, lr: 8.58e-04
2022-08-21 12:05:59,435 INFO [train.py:927] (0/8) Epoch 3, batch 7050, giga_loss[loss=0.2965, simple_loss=0.3615, pruned_loss=0.1157, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03828, over 123.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3483, pruned_loss=0.1103, over 2475044.10 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06867, over 20187.49 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3304, pruned_loss=0.0855, over 2402034.11 frames. utt_duration=1321 frames, utt_pad_proportion=0.04294, over 7280.12 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3519, pruned_loss=0.114, over 2475572.32 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07082, over 21954.13 utterances.], batch size: 123, lr: 8.57e-04
2022-08-21 12:07:43,971 INFO [train.py:927] (0/8) Epoch 3, batch 7100, giga_loss[loss=0.2864, simple_loss=0.3528, pruned_loss=0.11, over 12440.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3459, pruned_loss=0.1082, over 2474808.54 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06867, over 19638.97 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3298, pruned_loss=0.08536, over 2403721.68 frames. utt_duration=1327 frames, utt_pad_proportion=0.0422, over 7253.36 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3497, pruned_loss=0.1118, over 2475330.41 frames. utt_duration=465 frames, utt_pad_proportion=0.07082, over 21360.17 utterances.], batch size: 40, lr: 8.57e-04
2022-08-21 12:09:29,777 INFO [train.py:927] (0/8) Epoch 3, batch 7150, giga_loss[loss=0.2763, simple_loss=0.3507, pruned_loss=0.1009, over 12387.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3455, pruned_loss=0.1076, over 2474573.68 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06996, over 19927.10 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3295, pruned_loss=0.08521, over 2405401.20 frames. utt_duration=1331 frames, utt_pad_proportion=0.04158, over 7239.09 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3492, pruned_loss=0.1112, over 2475067.78 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07199, over 21602.72 utterances.], batch size: 62, lr: 8.57e-04
2022-08-21 12:11:13,710 INFO [train.py:927] (0/8) Epoch 3, batch 7200, giga_loss[loss=0.2553, simple_loss=0.3266, pruned_loss=0.09201, over 12336.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0338, over 51.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3449, pruned_loss=0.1078, over 2474003.23 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07368, over 20372.00 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3291, pruned_loss=0.08507, over 2406482.77 frames. utt_duration=1331 frames, utt_pad_proportion=0.04134, over 7238.40 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3484, pruned_loss=0.1112, over 2474656.89 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07525, over 21934.24 utterances.], batch size: 51, lr: 8.56e-04
2022-08-21 12:11:43,215 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-60000.pt
2022-08-21 12:13:07,717 INFO [train.py:927] (0/8) Epoch 3, batch 7250, giga_loss[loss=0.2566, simple_loss=0.3187, pruned_loss=0.0972, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03536, over 113.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3429, pruned_loss=0.1066, over 2474303.83 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07266, over 20192.11 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3296, pruned_loss=0.08514, over 2407426.78 frames. utt_duration=1330 frames, utt_pad_proportion=0.0408, over 7250.52 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3456, pruned_loss=0.1096, over 2475184.12 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07434, over 21646.52 utterances.], batch size: 113, lr: 8.56e-04
2022-08-21 12:14:52,203 INFO [train.py:927] (0/8) Epoch 3, batch 7300, giga_loss[loss=0.344, simple_loss=0.394, pruned_loss=0.147, over 12385.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09719, over 256.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3429, pruned_loss=0.1075, over 2475147.45 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07298, over 20765.33 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3303, pruned_loss=0.08531, over 2408549.59 frames. utt_duration=1325 frames, utt_pad_proportion=0.0413, over 7278.49 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3445, pruned_loss=0.11, over 2475717.59 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07432, over 22072.63 utterances.], batch size: 256, lr: 8.55e-04
2022-08-21 12:16:38,136 INFO [train.py:927] (0/8) Epoch 3, batch 7350, giga_loss[loss=0.2594, simple_loss=0.337, pruned_loss=0.0909, over 12405.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04344, over 146.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3416, pruned_loss=0.1055, over 2475088.21 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06671, over 20274.11 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3298, pruned_loss=0.08527, over 2409479.86 frames. utt_duration=1330 frames, utt_pad_proportion=0.04076, over 7252.12 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3435, pruned_loss=0.1079, over 2475883.57 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06844, over 21572.54 utterances.], batch size: 146, lr: 8.55e-04
2022-08-21 12:18:23,389 INFO [train.py:927] (0/8) Epoch 3, batch 7400, giga_loss[loss=0.2382, simple_loss=0.313, pruned_loss=0.08173, over 12367.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.0797, over 213.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3392, pruned_loss=0.1026, over 2475192.26 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07376, over 22245.72 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3295, pruned_loss=0.08525, over 2410292.35 frames. utt_duration=1333 frames, utt_pad_proportion=0.04017, over 7238.21 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3413, pruned_loss=0.1048, over 2476286.09 frames. utt_duration=422 frames, utt_pad_proportion=0.07499, over 23556.01 utterances.], batch size: 213, lr: 8.55e-04
2022-08-21 12:20:08,333 INFO [train.py:927] (0/8) Epoch 3, batch 7450, libri_loss[loss=0.2508, simple_loss=0.334, pruned_loss=0.08383, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01427, over 40.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3374, pruned_loss=0.0994, over 2475583.18 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07214, over 22905.52 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3295, pruned_loss=0.08527, over 2412861.46 frames. utt_duration=1336 frames, utt_pad_proportion=0.03888, over 7233.58 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3394, pruned_loss=0.1019, over 2476737.83 frames. utt_duration=404 frames, utt_pad_proportion=0.07392, over 24608.65 utterances.], batch size: 40, lr: 8.54e-04
2022-08-21 12:21:52,781 INFO [train.py:927] (0/8) Epoch 3, batch 7500, giga_loss[loss=0.3049, simple_loss=0.3658, pruned_loss=0.122, over 12373.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04603, over 146.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3349, pruned_loss=0.09478, over 2475685.70 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07083, over 22973.32 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3293, pruned_loss=0.08513, over 2413589.74 frames. utt_duration=1337 frames, utt_pad_proportion=0.0386, over 7228.28 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3367, pruned_loss=0.09695, over 2476513.68 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07246, over 24451.36 utterances.], batch size: 146, lr: 8.54e-04
2022-08-21 12:23:38,082 INFO [train.py:927] (0/8) Epoch 3, batch 7550, giga_loss[loss=0.2381, simple_loss=0.3184, pruned_loss=0.07889, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3332, pruned_loss=0.09286, over 2475773.39 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07041, over 22817.59 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3293, pruned_loss=0.08512, over 2414920.96 frames. utt_duration=1318 frames, utt_pad_proportion=0.04289, over 7336.45 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3347, pruned_loss=0.0948, over 2476590.21 frames. utt_duration=410.1 frames, utt_pad_proportion=0.071, over 24242.71 utterances.], batch size: 91, lr: 8.54e-04
2022-08-21 12:25:21,274 INFO [train.py:927] (0/8) Epoch 3, batch 7600, giga_loss[loss=0.2249, simple_loss=0.3077, pruned_loss=0.07101, over 12426.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03692, over 105.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3307, pruned_loss=0.091, over 2475771.19 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07131, over 23693.55 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3297, pruned_loss=0.0852, over 2416333.91 frames. utt_duration=1324 frames, utt_pad_proportion=0.04195, over 7307.76 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3316, pruned_loss=0.09267, over 2476767.04 frames. utt_duration=393 frames, utt_pad_proportion=0.07217, over 25302.05 utterances.], batch size: 105, lr: 8.53e-04
2022-08-21 12:27:06,263 INFO [train.py:927] (0/8) Epoch 3, batch 7650, libri_loss[loss=0.3429, simple_loss=0.3965, pruned_loss=0.1446, over 12376.00 frames. utt_duration=417.5 frames, utt_pad_proportion=0.3476, over 119.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3292, pruned_loss=0.08925, over 2475682.86 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07172, over 23130.79 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3296, pruned_loss=0.08523, over 2418249.94 frames. utt_duration=1312 frames, utt_pad_proportion=0.04592, over 7379.16 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.33, pruned_loss=0.09069, over 2476601.84 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07149, over 24860.08 utterances.], batch size: 119, lr: 8.53e-04
2022-08-21 12:28:49,162 INFO [train.py:927] (0/8) Epoch 3, batch 7700, giga_loss[loss=0.2249, simple_loss=0.3091, pruned_loss=0.07032, over 12354.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03335, over 62.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3264, pruned_loss=0.08645, over 2475921.12 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07135, over 23205.04 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3301, pruned_loss=0.08527, over 2419570.97 frames. utt_duration=1314 frames, utt_pad_proportion=0.04516, over 7374.72 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3265, pruned_loss=0.08761, over 2476742.37 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07155, over 24946.74 utterances.], batch size: 62, lr: 8.53e-04
2022-08-21 12:30:34,487 INFO [train.py:927] (0/8) Epoch 3, batch 7750, giga_loss[loss=0.2037, simple_loss=0.2855, pruned_loss=0.06093, over 12371.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03216, over 62.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3233, pruned_loss=0.08421, over 2476160.34 frames. utt_duration=418.5 frames, utt_pad_proportion=0.07411, over 23749.09 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.331, pruned_loss=0.08514, over 2421063.63 frames. utt_duration=1317 frames, utt_pad_proportion=0.04433, over 7361.48 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3225, pruned_loss=0.08524, over 2476739.20 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07447, over 25512.57 utterances.], batch size: 62, lr: 8.52e-04
2022-08-21 12:32:24,535 INFO [train.py:927] (0/8) Epoch 3, batch 7800, giga_loss[loss=0.2924, simple_loss=0.362, pruned_loss=0.1114, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02943, over 85.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3221, pruned_loss=0.08394, over 2475751.70 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07565, over 24258.70 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.331, pruned_loss=0.08516, over 2421800.61 frames. utt_duration=1318 frames, utt_pad_proportion=0.04364, over 7357.23 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3214, pruned_loss=0.08472, over 2476521.38 frames. utt_duration=383.2 frames, utt_pad_proportion=0.07614, over 25945.62 utterances.], batch size: 85, lr: 8.52e-04
2022-08-21 12:34:24,247 INFO [train.py:927] (0/8) Epoch 3, batch 7850, giga_loss[loss=0.29, simple_loss=0.3539, pruned_loss=0.1131, over 12464.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0317, over 92.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3223, pruned_loss=0.08323, over 2475563.13 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07317, over 24081.66 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3307, pruned_loss=0.0852, over 2423020.86 frames. utt_duration=1319 frames, utt_pad_proportion=0.04307, over 7353.75 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3217, pruned_loss=0.08375, over 2476542.26 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07408, over 25898.40 utterances.], batch size: 92, lr: 8.52e-04
2022-08-21 12:36:25,801 INFO [train.py:927] (0/8) Epoch 3, batch 7900, giga_loss[loss=0.219, simple_loss=0.3071, pruned_loss=0.06541, over 12406.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0296, over 62.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3201, pruned_loss=0.08202, over 2476347.70 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07138, over 23636.19 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3302, pruned_loss=0.08501, over 2424342.72 frames. utt_duration=1323 frames, utt_pad_proportion=0.04225, over 7337.04 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3199, pruned_loss=0.08256, over 2477136.14 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07265, over 25483.96 utterances.], batch size: 62, lr: 8.51e-04
2022-08-21 12:38:33,679 INFO [train.py:927] (0/8) Epoch 3, batch 7950, giga_loss[loss=0.2491, simple_loss=0.3248, pruned_loss=0.08666, over 12436.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04161, over 146.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3199, pruned_loss=0.08127, over 2476179.33 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06879, over 23678.58 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3303, pruned_loss=0.08505, over 2424468.29 frames. utt_duration=1325 frames, utt_pad_proportion=0.04192, over 7329.70 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3194, pruned_loss=0.08163, over 2477162.91 frames. utt_duration=393.2 frames, utt_pad_proportion=0.0701, over 25287.96 utterances.], batch size: 146, lr: 8.51e-04
2022-08-21 12:40:36,014 INFO [train.py:927] (0/8) Epoch 3, batch 8000, giga_loss[loss=0.2574, simple_loss=0.325, pruned_loss=0.09495, over 12427.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06856, over 213.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3182, pruned_loss=0.08098, over 2476266.34 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06601, over 23596.05 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3303, pruned_loss=0.08508, over 2425994.31 frames. utt_duration=1326 frames, utt_pad_proportion=0.04092, over 7326.45 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3175, pruned_loss=0.08113, over 2477497.42 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06778, over 25482.67 utterances.], batch size: 213, lr: 8.51e-04
2022-08-21 12:42:30,632 INFO [train.py:927] (0/8) Epoch 3, batch 8050, giga_loss[loss=0.2384, simple_loss=0.3209, pruned_loss=0.07795, over 12395.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02421, over 70.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3171, pruned_loss=0.08009, over 2476548.80 frames. utt_duration=427 frames, utt_pad_proportion=0.06499, over 23269.55 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3298, pruned_loss=0.08497, over 2426708.58 frames. utt_duration=1330 frames, utt_pad_proportion=0.04002, over 7305.96 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3167, pruned_loss=0.08017, over 2478225.69 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06692, over 25227.01 utterances.], batch size: 70, lr: 8.50e-04
2022-08-21 12:44:46,355 INFO [train.py:927] (0/8) Epoch 3, batch 8100, giga_loss[loss=0.2496, simple_loss=0.3188, pruned_loss=0.09023, over 12440.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03271, over 98.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.318, pruned_loss=0.0802, over 2476801.61 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06733, over 23767.82 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.33, pruned_loss=0.08544, over 2428801.18 frames. utt_duration=1323 frames, utt_pad_proportion=0.0406, over 7351.27 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3169, pruned_loss=0.07966, over 2478489.24 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06892, over 26027.44 utterances.], batch size: 98, lr: 8.50e-04
2022-08-21 12:46:49,129 INFO [train.py:927] (0/8) Epoch 3, batch 8150, giga_loss[loss=0.2516, simple_loss=0.3311, pruned_loss=0.08602, over 12417.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0588, over 182.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3183, pruned_loss=0.08058, over 2476999.12 frames. utt_duration=418 frames, utt_pad_proportion=0.06595, over 23773.61 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3306, pruned_loss=0.08556, over 2429269.46 frames. utt_duration=1323 frames, utt_pad_proportion=0.04027, over 7352.97 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3168, pruned_loss=0.07999, over 2478544.53 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06749, over 25758.99 utterances.], batch size: 182, lr: 8.50e-04
2022-08-21 12:48:59,004 INFO [train.py:927] (0/8) Epoch 3, batch 8200, giga_loss[loss=0.2013, simple_loss=0.2945, pruned_loss=0.05403, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04559, over 161.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3211, pruned_loss=0.07982, over 2477100.36 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06609, over 24798.56 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3313, pruned_loss=0.08555, over 2429613.21 frames. utt_duration=1325 frames, utt_pad_proportion=0.03999, over 7341.47 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3193, pruned_loss=0.07932, over 2478440.64 frames. utt_duration=375 frames, utt_pad_proportion=0.06737, over 26522.83 utterances.], batch size: 161, lr: 8.49e-04
2022-08-21 12:51:08,840 INFO [train.py:927] (0/8) Epoch 3, batch 8250, giga_loss[loss=0.2342, simple_loss=0.2998, pruned_loss=0.08431, over 12357.00 frames. utt_duration=142.9 frames, utt_pad_proportion=0.1592, over 349.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3212, pruned_loss=0.07855, over 2477323.08 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06581, over 25045.59 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3314, pruned_loss=0.08556, over 2430521.81 frames. utt_duration=1325 frames, utt_pad_proportion=0.03944, over 7347.56 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3195, pruned_loss=0.07803, over 2478416.30 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06711, over 26733.13 utterances.], batch size: 349, lr: 8.49e-04
2022-08-21 12:53:10,730 INFO [train.py:927] (0/8) Epoch 3, batch 8300, giga_loss[loss=0.2389, simple_loss=0.3192, pruned_loss=0.07927, over 12350.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3203, pruned_loss=0.07833, over 2477397.50 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06235, over 23977.83 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3315, pruned_loss=0.08563, over 2432087.85 frames. utt_duration=1321 frames, utt_pad_proportion=0.03943, over 7372.70 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3186, pruned_loss=0.07766, over 2478103.48 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06386, over 25775.40 utterances.], batch size: 91, lr: 8.49e-04
2022-08-21 12:55:43,189 INFO [train.py:927] (0/8) Epoch 3, batch 8350, libri_loss[loss=0.2574, simple_loss=0.3271, pruned_loss=0.09387, over 12360.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004866, over 33.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3193, pruned_loss=0.07887, over 2477935.96 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06398, over 23828.97 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3317, pruned_loss=0.08578, over 2432716.80 frames. utt_duration=1322 frames, utt_pad_proportion=0.03896, over 7369.10 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3175, pruned_loss=0.07811, over 2478547.72 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06531, over 25481.98 utterances.], batch size: 33, lr: 8.48e-04
2022-08-21 12:57:49,829 INFO [train.py:927] (0/8) Epoch 3, batch 8400, giga_loss[loss=0.2233, simple_loss=0.3049, pruned_loss=0.0708, over 12399.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05432, over 181.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3164, pruned_loss=0.07782, over 2478760.40 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06515, over 24480.29 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3318, pruned_loss=0.08589, over 2433661.82 frames. utt_duration=1320 frames, utt_pad_proportion=0.0387, over 7385.66 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3147, pruned_loss=0.077, over 2479209.35 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06631, over 26065.66 utterances.], batch size: 181, lr: 8.48e-04
2022-08-21 12:59:48,182 INFO [train.py:927] (0/8) Epoch 3, batch 8450, libri_loss[loss=0.2561, simple_loss=0.3413, pruned_loss=0.08545, over 12304.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.06257, over 51.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3175, pruned_loss=0.07827, over 2477814.51 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06575, over 24057.94 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3317, pruned_loss=0.08554, over 2435106.20 frames. utt_duration=1316 frames, utt_pad_proportion=0.03892, over 7408.39 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3155, pruned_loss=0.07754, over 2478898.76 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06698, over 26118.98 utterances.], batch size: 51, lr: 8.47e-04
2022-08-21 13:01:50,181 INFO [train.py:927] (0/8) Epoch 3, batch 8500, giga_loss[loss=0.2223, simple_loss=0.3063, pruned_loss=0.06912, over 12333.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03132, over 91.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3174, pruned_loss=0.0787, over 2477711.60 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06402, over 23809.26 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3313, pruned_loss=0.08544, over 2435919.01 frames. utt_duration=1320 frames, utt_pad_proportion=0.0381, over 7391.22 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3157, pruned_loss=0.078, over 2479168.19 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06557, over 25991.84 utterances.], batch size: 91, lr: 8.47e-04
2022-08-21 13:03:56,353 INFO [train.py:927] (0/8) Epoch 3, batch 8550, giga_loss[loss=0.2312, simple_loss=0.3208, pruned_loss=0.07081, over 12342.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03071, over 51.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3168, pruned_loss=0.07871, over 2478241.05 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06336, over 24119.80 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3307, pruned_loss=0.08519, over 2436647.19 frames. utt_duration=1324 frames, utt_pad_proportion=0.0377, over 7370.59 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3157, pruned_loss=0.07825, over 2479473.94 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06486, over 26169.14 utterances.], batch size: 51, lr: 8.47e-04
2022-08-21 13:06:17,044 INFO [train.py:927] (0/8) Epoch 3, batch 8600, giga_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.08999, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03881, over 40.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3173, pruned_loss=0.07898, over 2478174.27 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06602, over 24420.99 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3304, pruned_loss=0.08515, over 2437324.12 frames. utt_duration=1322 frames, utt_pad_proportion=0.03764, over 7383.14 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3165, pruned_loss=0.07854, over 2479277.03 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06717, over 26325.97 utterances.], batch size: 40, lr: 8.46e-04
2022-08-21 13:08:24,659 INFO [train.py:927] (0/8) Epoch 3, batch 8650, giga_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.06323, over 12336.00 frames. utt_duration=625.9 frames, utt_pad_proportion=0.02508, over 79.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3154, pruned_loss=0.07824, over 2477756.76 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06887, over 24687.26 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.33, pruned_loss=0.08478, over 2438252.29 frames. utt_duration=1328 frames, utt_pad_proportion=0.03671, over 7355.12 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3146, pruned_loss=0.07802, over 2479108.21 frames. utt_duration=371.1 frames, utt_pad_proportion=0.0701, over 26802.86 utterances.], batch size: 79, lr: 8.46e-04
2022-08-21 13:10:21,433 INFO [train.py:927] (0/8) Epoch 3, batch 8700, giga_loss[loss=0.2438, simple_loss=0.3153, pruned_loss=0.08619, over 12468.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02827, over 80.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3115, pruned_loss=0.07693, over 2477494.44 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06656, over 24126.77 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3298, pruned_loss=0.08478, over 2438880.29 frames. utt_duration=1331 frames, utt_pad_proportion=0.03589, over 7339.66 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.07656, over 2479076.59 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06815, over 26292.92 utterances.], batch size: 80, lr: 8.46e-04
2022-08-21 13:12:18,718 INFO [train.py:927] (0/8) Epoch 3, batch 8750, giga_loss[loss=0.1877, simple_loss=0.2555, pruned_loss=0.05991, over 12368.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07722, over 2477824.70 frames. utt_duration=409 frames, utt_pad_proportion=0.06935, over 24300.79 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3295, pruned_loss=0.0847, over 2439781.09 frames. utt_duration=1320 frames, utt_pad_proportion=0.04017, over 7399.07 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3106, pruned_loss=0.07685, over 2478960.91 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06947, over 26269.88 utterances.], batch size: 357, lr: 8.45e-04
2022-08-21 13:14:23,603 INFO [train.py:927] (0/8) Epoch 3, batch 8800, giga_loss[loss=0.2277, simple_loss=0.3076, pruned_loss=0.07385, over 12422.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05022, over 162.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3133, pruned_loss=0.07635, over 2477794.82 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06876, over 24586.58 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3324, pruned_loss=0.08489, over 2440638.71 frames. utt_duration=1321 frames, utt_pad_proportion=0.03953, over 7397.25 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07571, over 2478771.10 frames. utt_duration=375 frames, utt_pad_proportion=0.06919, over 26526.29 utterances.], batch size: 162, lr: 8.45e-04
2022-08-21 13:16:32,491 INFO [train.py:927] (0/8) Epoch 3, batch 8850, giga_loss[loss=0.2179, simple_loss=0.2913, pruned_loss=0.07223, over 12395.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1789, over 358.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3117, pruned_loss=0.07555, over 2477367.44 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07012, over 24321.40 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3324, pruned_loss=0.08471, over 2442081.87 frames. utt_duration=1324 frames, utt_pad_proportion=0.03856, over 7388.60 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.308, pruned_loss=0.07481, over 2478523.73 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07094, over 26667.42 utterances.], batch size: 358, lr: 8.45e-04
2022-08-21 13:18:36,469 INFO [train.py:927] (0/8) Epoch 3, batch 8900, giga_loss[loss=0.2478, simple_loss=0.3233, pruned_loss=0.08617, over 12428.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.0322, over 122.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.07536, over 2477898.35 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07014, over 24269.72 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3321, pruned_loss=0.08467, over 2442447.09 frames. utt_duration=1325 frames, utt_pad_proportion=0.03829, over 7382.74 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3077, pruned_loss=0.07474, over 2478797.00 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07093, over 26259.60 utterances.], batch size: 122, lr: 8.44e-04
2022-08-21 13:20:33,214 INFO [train.py:927] (0/8) Epoch 3, batch 8950, giga_loss[loss=0.2497, simple_loss=0.3313, pruned_loss=0.08398, over 12372.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02864, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3089, pruned_loss=0.07453, over 2477736.33 frames. utt_duration=408.4 frames, utt_pad_proportion=0.068, over 24337.70 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3313, pruned_loss=0.0843, over 2443057.58 frames. utt_duration=1329 frames, utt_pad_proportion=0.03729, over 7361.55 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3066, pruned_loss=0.07405, over 2479040.78 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0693, over 26520.68 utterances.], batch size: 91, lr: 8.44e-04
2022-08-21 13:22:35,999 INFO [train.py:927] (0/8) Epoch 3, batch 9000, giga_loss[loss=0.2551, simple_loss=0.3336, pruned_loss=0.08833, over 12353.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03242, over 85.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3116, pruned_loss=0.07588, over 2478153.49 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06697, over 25078.80 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.331, pruned_loss=0.08428, over 2443255.26 frames. utt_duration=1332 frames, utt_pad_proportion=0.03691, over 7346.23 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07539, over 2479494.79 frames. utt_duration=367.5 frames, utt_pad_proportion=0.06825, over 27071.56 utterances.], batch size: 85, lr: 8.44e-04
2022-08-21 13:22:36,006 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 13:22:49,585 INFO [train.py:967] (0/8) 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 13:24:47,976 INFO [train.py:927] (0/8) Epoch 3, batch 9050, giga_loss[loss=0.229, simple_loss=0.2904, pruned_loss=0.08376, over 12389.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1808, over 359.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3117, pruned_loss=0.07604, over 2477394.78 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07165, over 25442.99 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3299, pruned_loss=0.08393, over 2443611.20 frames. utt_duration=1333 frames, utt_pad_proportion=0.03743, over 7339.47 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3107, pruned_loss=0.07576, over 2479077.89 frames. utt_duration=361.5 frames, utt_pad_proportion=0.07245, over 27520.87 utterances.], batch size: 359, lr: 8.43e-04
2022-08-21 13:26:49,248 INFO [train.py:927] (0/8) Epoch 3, batch 9100, giga_loss[loss=0.2192, simple_loss=0.2962, pruned_loss=0.07112, over 12459.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04499, over 161.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07505, over 2477284.42 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06806, over 24345.23 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3293, pruned_loss=0.08367, over 2444695.93 frames. utt_duration=1319 frames, utt_pad_proportion=0.04208, over 7421.29 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3095, pruned_loss=0.07477, over 2478861.34 frames. utt_duration=374.3 frames, utt_pad_proportion=0.0683, over 26578.61 utterances.], batch size: 161, lr: 8.43e-04
2022-08-21 13:28:50,755 INFO [train.py:927] (0/8) Epoch 3, batch 9150, giga_loss[loss=0.2166, simple_loss=0.2988, pruned_loss=0.06722, over 12404.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.03002, over 51.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3088, pruned_loss=0.0743, over 2477221.79 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06399, over 24013.98 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.329, pruned_loss=0.08351, over 2444856.01 frames. utt_duration=1320 frames, utt_pad_proportion=0.04163, over 7416.93 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07412, over 2478754.78 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06467, over 25999.37 utterances.], batch size: 51, lr: 8.43e-04
2022-08-21 13:30:57,579 INFO [train.py:927] (0/8) Epoch 3, batch 9200, giga_loss[loss=0.2262, simple_loss=0.3073, pruned_loss=0.07249, over 12426.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05765, over 182.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07493, over 2477661.79 frames. utt_duration=409.6 frames, utt_pad_proportion=0.0626, over 24266.89 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3299, pruned_loss=0.08349, over 2445010.49 frames. utt_duration=1320 frames, utt_pad_proportion=0.04138, over 7416.79 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3096, pruned_loss=0.07472, over 2479010.09 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06333, over 25976.73 utterances.], batch size: 182, lr: 8.42e-04
2022-08-21 13:31:36,527 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-62000.pt
2022-08-21 13:33:05,252 INFO [train.py:927] (0/8) Epoch 3, batch 9250, giga_loss[loss=0.2302, simple_loss=0.3238, pruned_loss=0.06823, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02956, over 85.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3146, pruned_loss=0.07704, over 2477849.38 frames. utt_duration=384.7 frames, utt_pad_proportion=0.0686, over 25844.37 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3309, pruned_loss=0.08365, over 2445205.81 frames. utt_duration=1320 frames, utt_pad_proportion=0.04095, over 7418.55 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3123, pruned_loss=0.07664, over 2479182.05 frames. utt_duration=362.6 frames, utt_pad_proportion=0.06903, over 27439.91 utterances.], batch size: 85, lr: 8.42e-04
2022-08-21 13:35:10,632 INFO [train.py:927] (0/8) Epoch 3, batch 9300, giga_loss[loss=0.242, simple_loss=0.3214, pruned_loss=0.08126, over 12424.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0685, over 212.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3162, pruned_loss=0.07759, over 2478001.61 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06854, over 25710.12 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3309, pruned_loss=0.08356, over 2445607.46 frames. utt_duration=1318 frames, utt_pad_proportion=0.04104, over 7430.98 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3141, pruned_loss=0.0772, over 2479435.96 frames. utt_duration=363.5 frames, utt_pad_proportion=0.06904, over 27371.62 utterances.], batch size: 212, lr: 8.42e-04
2022-08-21 13:37:19,510 INFO [train.py:927] (0/8) Epoch 3, batch 9350, giga_loss[loss=0.2138, simple_loss=0.2888, pruned_loss=0.06946, over 12410.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03931, over 40.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.315, pruned_loss=0.0777, over 2478037.07 frames. utt_duration=387 frames, utt_pad_proportion=0.06954, over 25693.13 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3305, pruned_loss=0.08331, over 2446431.66 frames. utt_duration=1322 frames, utt_pad_proportion=0.04013, over 7409.30 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3132, pruned_loss=0.07746, over 2479298.12 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07026, over 27529.42 utterances.], batch size: 40, lr: 8.41e-04
2022-08-21 13:39:22,056 INFO [train.py:927] (0/8) Epoch 3, batch 9400, giga_loss[loss=0.2505, simple_loss=0.3274, pruned_loss=0.08683, over 12421.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3136, pruned_loss=0.07689, over 2478335.89 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06948, over 25329.62 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3297, pruned_loss=0.08287, over 2446957.25 frames. utt_duration=1328 frames, utt_pad_proportion=0.03911, over 7379.54 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3123, pruned_loss=0.07688, over 2480016.82 frames. utt_duration=362 frames, utt_pad_proportion=0.07059, over 27497.51 utterances.], batch size: 183, lr: 8.41e-04
2022-08-21 13:41:26,694 INFO [train.py:927] (0/8) Epoch 3, batch 9450, giga_loss[loss=0.2742, simple_loss=0.3321, pruned_loss=0.1082, over 12390.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3132, pruned_loss=0.07785, over 2477655.18 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06942, over 25374.36 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3292, pruned_loss=0.08251, over 2447551.43 frames. utt_duration=1326 frames, utt_pad_proportion=0.03826, over 7389.01 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07795, over 2479575.71 frames. utt_duration=358.6 frames, utt_pad_proportion=0.07081, over 27754.40 utterances.], batch size: 258, lr: 8.41e-04
2022-08-21 13:43:32,541 INFO [train.py:927] (0/8) Epoch 3, batch 9500, giga_loss[loss=0.2266, simple_loss=0.3069, pruned_loss=0.07311, over 12381.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06061, over 182.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3116, pruned_loss=0.07614, over 2477434.89 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07053, over 25586.32 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3293, pruned_loss=0.08264, over 2447592.40 frames. utt_duration=1328 frames, utt_pad_proportion=0.03797, over 7381.14 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07606, over 2479180.61 frames. utt_duration=360.2 frames, utt_pad_proportion=0.07166, over 27624.08 utterances.], batch size: 182, lr: 8.40e-04
2022-08-21 13:45:25,774 INFO [train.py:927] (0/8) Epoch 3, batch 9550, giga_loss[loss=0.2322, simple_loss=0.3335, pruned_loss=0.06549, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3133, pruned_loss=0.07493, over 2477469.94 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06889, over 25025.95 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3299, pruned_loss=0.08285, over 2447826.58 frames. utt_duration=1326 frames, utt_pad_proportion=0.03807, over 7394.26 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3117, pruned_loss=0.07462, over 2478904.14 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06999, over 26779.09 utterances.], batch size: 75, lr: 8.40e-04
2022-08-21 13:47:38,393 INFO [train.py:927] (0/8) Epoch 3, batch 9600, giga_loss[loss=0.239, simple_loss=0.3207, pruned_loss=0.07865, over 12423.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04715, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3135, pruned_loss=0.07481, over 2477183.87 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06688, over 25108.77 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3303, pruned_loss=0.08284, over 2447840.45 frames. utt_duration=1326 frames, utt_pad_proportion=0.03791, over 7391.28 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07454, over 2478429.98 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06792, over 26565.45 utterances.], batch size: 161, lr: 8.40e-04
2022-08-21 13:49:50,125 INFO [train.py:927] (0/8) Epoch 3, batch 9650, giga_loss[loss=0.2444, simple_loss=0.3309, pruned_loss=0.07899, over 12415.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04043, over 105.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3145, pruned_loss=0.07493, over 2477229.78 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06794, over 24923.20 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3307, pruned_loss=0.08302, over 2448503.80 frames. utt_duration=1314 frames, utt_pad_proportion=0.04163, over 7464.26 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3123, pruned_loss=0.07431, over 2478575.91 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06821, over 26612.14 utterances.], batch size: 105, lr: 8.39e-04
2022-08-21 13:52:04,362 INFO [train.py:927] (0/8) Epoch 3, batch 9700, giga_loss[loss=0.2471, simple_loss=0.3325, pruned_loss=0.08091, over 12347.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03058, over 91.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3157, pruned_loss=0.07485, over 2477969.81 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06513, over 24430.62 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3306, pruned_loss=0.08308, over 2449541.02 frames. utt_duration=1308 frames, utt_pad_proportion=0.04164, over 7498.99 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3135, pruned_loss=0.07404, over 2479033.33 frames. utt_duration=378 frames, utt_pad_proportion=0.06581, over 26317.22 utterances.], batch size: 91, lr: 8.39e-04
2022-08-21 13:54:23,657 INFO [train.py:927] (0/8) Epoch 3, batch 9750, giga_loss[loss=0.2343, simple_loss=0.3094, pruned_loss=0.07964, over 12386.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02635, over 85.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3155, pruned_loss=0.07525, over 2478211.83 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06619, over 23964.38 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3298, pruned_loss=0.08273, over 2450174.34 frames. utt_duration=1314 frames, utt_pad_proportion=0.04063, over 7469.00 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.314, pruned_loss=0.07467, over 2479389.37 frames. utt_duration=382 frames, utt_pad_proportion=0.06716, over 26039.63 utterances.], batch size: 85, lr: 8.39e-04
2022-08-21 13:56:43,420 INFO [train.py:927] (0/8) Epoch 3, batch 9800, giga_loss[loss=0.2216, simple_loss=0.3042, pruned_loss=0.0695, over 12435.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3129, pruned_loss=0.07372, over 2478497.61 frames. utt_duration=424.8 frames, utt_pad_proportion=0.0637, over 23399.80 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3296, pruned_loss=0.08277, over 2450534.38 frames. utt_duration=1312 frames, utt_pad_proportion=0.04086, over 7482.30 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3116, pruned_loss=0.07311, over 2479609.19 frames. utt_duration=393 frames, utt_pad_proportion=0.06477, over 25314.89 utterances.], batch size: 133, lr: 8.38e-04
2022-08-21 13:58:41,782 INFO [train.py:927] (0/8) Epoch 3, batch 9850, giga_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08907, over 12405.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3116, pruned_loss=0.07293, over 2477946.91 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06182, over 22781.51 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3288, pruned_loss=0.08258, over 2451366.76 frames. utt_duration=1312 frames, utt_pad_proportion=0.04005, over 7482.50 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3105, pruned_loss=0.07216, over 2479367.13 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06336, over 25078.05 utterances.], batch size: 133, lr: 8.38e-04
2022-08-21 14:00:39,464 INFO [train.py:927] (0/8) Epoch 3, batch 9900, giga_loss[loss=0.2226, simple_loss=0.3069, pruned_loss=0.0692, over 12325.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.05204, over 34.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3134, pruned_loss=0.07387, over 2477616.23 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06437, over 22785.76 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3285, pruned_loss=0.08245, over 2451461.97 frames. utt_duration=1315 frames, utt_pad_proportion=0.03962, over 7466.35 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3126, pruned_loss=0.07325, over 2479002.98 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0656, over 24816.17 utterances.], batch size: 34, lr: 8.38e-04
2022-08-21 14:02:31,181 INFO [train.py:927] (0/8) Epoch 3, batch 9950, libri_loss[loss=0.2914, simple_loss=0.3946, pruned_loss=0.09408, over 12141.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006622, over 35.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3125, pruned_loss=0.07305, over 2477536.08 frames. utt_duration=433.7 frames, utt_pad_proportion=0.0639, over 22913.02 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3299, pruned_loss=0.08259, over 2451616.16 frames. utt_duration=1310 frames, utt_pad_proportion=0.03983, over 7492.85 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3103, pruned_loss=0.07226, over 2478995.71 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06501, over 24781.51 utterances.], batch size: 35, lr: 8.37e-04
2022-08-21 14:04:24,537 INFO [train.py:927] (0/8) Epoch 3, batch 10000, giga_loss[loss=0.2764, simple_loss=0.3557, pruned_loss=0.09854, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02893, over 42.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3141, pruned_loss=0.07555, over 2476808.29 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06858, over 23422.89 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3294, pruned_loss=0.08254, over 2451540.05 frames. utt_duration=1314 frames, utt_pad_proportion=0.03914, over 7473.72 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3125, pruned_loss=0.07479, over 2478663.72 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06956, over 25321.32 utterances.], batch size: 42, lr: 8.37e-04
2022-08-21 14:06:06,160 INFO [train.py:927] (0/8) Epoch 3, batch 10050, giga_loss[loss=0.3221, simple_loss=0.3883, pruned_loss=0.1279, over 12397.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3228, pruned_loss=0.08171, over 2475732.76 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0699, over 22800.58 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3292, pruned_loss=0.08249, over 2452322.59 frames. utt_duration=1315 frames, utt_pad_proportion=0.03841, over 7466.00 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3214, pruned_loss=0.08105, over 2477060.52 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07106, over 24675.52 utterances.], batch size: 183, lr: 8.37e-04
2022-08-21 14:07:50,648 INFO [train.py:927] (0/8) Epoch 3, batch 10100, giga_loss[loss=0.2526, simple_loss=0.3236, pruned_loss=0.09078, over 12359.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06048, over 182.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3208, pruned_loss=0.08253, over 2474531.33 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06999, over 22489.34 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3285, pruned_loss=0.08222, over 2452428.33 frames. utt_duration=1318 frames, utt_pad_proportion=0.03801, over 7449.07 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3202, pruned_loss=0.08227, over 2475800.28 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07117, over 24203.80 utterances.], batch size: 182, lr: 8.36e-04
2022-08-21 14:09:33,887 INFO [train.py:927] (0/8) Epoch 3, batch 10150, giga_loss[loss=0.204, simple_loss=0.2776, pruned_loss=0.06522, over 12383.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02726, over 70.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.07991, over 2474654.00 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0682, over 21600.67 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3275, pruned_loss=0.08178, over 2453044.28 frames. utt_duration=1325 frames, utt_pad_proportion=0.03709, over 7414.77 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3135, pruned_loss=0.08007, over 2475822.02 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06983, over 23482.47 utterances.], batch size: 70, lr: 8.36e-04
2022-08-21 14:11:17,373 INFO [train.py:927] (0/8) Epoch 3, batch 10200, giga_loss[loss=0.1781, simple_loss=0.2578, pruned_loss=0.04923, over 12415.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03729, over 113.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3057, pruned_loss=0.07613, over 2474503.13 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06352, over 20288.73 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3282, pruned_loss=0.08138, over 2453352.03 frames. utt_duration=1328 frames, utt_pad_proportion=0.03667, over 7396.66 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3049, pruned_loss=0.07654, over 2475520.39 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06552, over 22028.50 utterances.], batch size: 113, lr: 8.36e-04
2022-08-21 14:13:00,535 INFO [train.py:927] (0/8) Epoch 3, batch 10250, giga_loss[loss=0.2323, simple_loss=0.2847, pruned_loss=0.08996, over 12346.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3012, pruned_loss=0.07468, over 2474534.88 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0647, over 19612.10 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.329, pruned_loss=0.08193, over 2453782.87 frames. utt_duration=1330 frames, utt_pad_proportion=0.03629, over 7390.71 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.2993, pruned_loss=0.07443, over 2475423.81 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06657, over 21280.15 utterances.], batch size: 365, lr: 8.35e-04
2022-08-21 14:14:44,061 INFO [train.py:927] (0/8) Epoch 3, batch 10300, giga_loss[loss=0.1836, simple_loss=0.2522, pruned_loss=0.05746, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04506, over 26.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.2971, pruned_loss=0.07338, over 2474451.25 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06101, over 18980.39 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3284, pruned_loss=0.08179, over 2454743.19 frames. utt_duration=1331 frames, utt_pad_proportion=0.03635, over 7387.43 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2951, pruned_loss=0.07302, over 2475030.63 frames. utt_duration=478 frames, utt_pad_proportion=0.06315, over 20773.72 utterances.], batch size: 26, lr: 8.35e-04
2022-08-21 14:16:25,820 INFO [train.py:927] (0/8) Epoch 3, batch 10350, giga_loss[loss=0.2236, simple_loss=0.2861, pruned_loss=0.08054, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03599, over 40.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.292, pruned_loss=0.07127, over 2474319.91 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06059, over 18932.79 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3284, pruned_loss=0.08188, over 2455168.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.03622, over 7409.49 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2898, pruned_loss=0.07072, over 2474748.19 frames. utt_duration=483.1 frames, utt_pad_proportion=0.0626, over 20549.14 utterances.], batch size: 40, lr: 8.35e-04
2022-08-21 14:18:08,949 INFO [train.py:927] (0/8) Epoch 3, batch 10400, giga_loss[loss=0.1739, simple_loss=0.2544, pruned_loss=0.04669, over 12377.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03175, over 62.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.287, pruned_loss=0.06925, over 2474311.34 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06592, over 19405.36 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3284, pruned_loss=0.08201, over 2455315.63 frames. utt_duration=1323 frames, utt_pad_proportion=0.03679, over 7431.22 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2848, pruned_loss=0.06856, over 2474775.81 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06711, over 20820.15 utterances.], batch size: 62, lr: 8.34e-04
2022-08-21 14:19:51,462 INFO [train.py:927] (0/8) Epoch 3, batch 10450, giga_loss[loss=0.1805, simple_loss=0.2542, pruned_loss=0.05339, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2821, pruned_loss=0.06639, over 2474526.16 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06568, over 19401.61 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3286, pruned_loss=0.08204, over 2455762.35 frames. utt_duration=1311 frames, utt_pad_proportion=0.04112, over 7498.87 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2791, pruned_loss=0.06554, over 2474933.26 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0657, over 20741.69 utterances.], batch size: 91, lr: 8.34e-04
2022-08-21 14:21:35,240 INFO [train.py:927] (0/8) Epoch 3, batch 10500, giga_loss[loss=0.2668, simple_loss=0.3339, pruned_loss=0.09982, over 12297.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02458, over 45.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2878, pruned_loss=0.06994, over 2474954.45 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06666, over 19799.93 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3286, pruned_loss=0.08206, over 2456144.35 frames. utt_duration=1311 frames, utt_pad_proportion=0.041, over 7504.14 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2841, pruned_loss=0.06877, over 2475523.54 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06693, over 21248.72 utterances.], batch size: 45, lr: 8.34e-04
2022-08-21 14:23:19,199 INFO [train.py:927] (0/8) Epoch 3, batch 10550, giga_loss[loss=0.284, simple_loss=0.3581, pruned_loss=0.105, over 12436.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03696, over 133.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3004, pruned_loss=0.07673, over 2475138.39 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06807, over 19501.85 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3284, pruned_loss=0.08209, over 2456341.74 frames. utt_duration=1300 frames, utt_pad_proportion=0.04571, over 7567.25 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.2972, pruned_loss=0.07567, over 2475670.29 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06689, over 20756.10 utterances.], batch size: 133, lr: 8.33e-04
2022-08-21 14:25:00,162 INFO [train.py:927] (0/8) Epoch 3, batch 10600, giga_loss[loss=0.2376, simple_loss=0.3235, pruned_loss=0.0759, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.308, pruned_loss=0.0794, over 2475356.59 frames. utt_duration=507 frames, utt_pad_proportion=0.06902, over 19585.32 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3282, pruned_loss=0.08214, over 2456968.59 frames. utt_duration=1302 frames, utt_pad_proportion=0.04511, over 7559.03 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3052, pruned_loss=0.07843, over 2475539.39 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06839, over 20811.91 utterances.], batch size: 75, lr: 8.33e-04
2022-08-21 14:26:43,126 INFO [train.py:927] (0/8) Epoch 3, batch 10650, giga_loss[loss=0.2536, simple_loss=0.3171, pruned_loss=0.09502, over 12436.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0479, over 34.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.312, pruned_loss=0.08045, over 2475658.60 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06705, over 19129.96 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3284, pruned_loss=0.08199, over 2457304.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04425, over 7544.19 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3091, pruned_loss=0.07976, over 2475922.04 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06709, over 20391.07 utterances.], batch size: 34, lr: 8.33e-04
2022-08-21 14:28:28,269 INFO [train.py:927] (0/8) Epoch 3, batch 10700, giga_loss[loss=0.2415, simple_loss=0.3131, pruned_loss=0.08501, over 12181.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.03298, over 30.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3183, pruned_loss=0.0851, over 2474870.26 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06534, over 18462.23 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3281, pruned_loss=0.08195, over 2457508.24 frames. utt_duration=1307 frames, utt_pad_proportion=0.04364, over 7530.46 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.316, pruned_loss=0.0846, over 2475220.89 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06584, over 19678.32 utterances.], batch size: 30, lr: 8.32e-04
2022-08-21 14:30:12,861 INFO [train.py:927] (0/8) Epoch 3, batch 10750, giga_loss[loss=0.2414, simple_loss=0.3252, pruned_loss=0.07883, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3216, pruned_loss=0.08636, over 2475058.43 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06814, over 18657.47 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3274, pruned_loss=0.08175, over 2457631.12 frames. utt_duration=1299 frames, utt_pad_proportion=0.04731, over 7577.57 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08628, over 2475891.36 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0673, over 20005.11 utterances.], batch size: 97, lr: 8.32e-04
2022-08-21 14:31:52,639 INFO [train.py:927] (0/8) Epoch 3, batch 10800, giga_loss[loss=0.2723, simple_loss=0.3536, pruned_loss=0.09553, over 12415.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04247, over 26.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3247, pruned_loss=0.08695, over 2475412.49 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06877, over 18269.77 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3276, pruned_loss=0.08165, over 2458302.31 frames. utt_duration=1306 frames, utt_pad_proportion=0.04619, over 7539.05 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08717, over 2476109.53 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06867, over 19790.54 utterances.], batch size: 26, lr: 8.32e-04
2022-08-21 14:33:37,119 INFO [train.py:927] (0/8) Epoch 3, batch 10850, giga_loss[loss=0.2609, simple_loss=0.3373, pruned_loss=0.09224, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02458, over 48.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3256, pruned_loss=0.08559, over 2474816.45 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06433, over 17476.83 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3272, pruned_loss=0.08136, over 2458739.89 frames. utt_duration=1308 frames, utt_pad_proportion=0.04553, over 7526.39 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3248, pruned_loss=0.08611, over 2475281.47 frames. utt_duration=526 frames, utt_pad_proportion=0.06493, over 18877.29 utterances.], batch size: 48, lr: 8.31e-04
2022-08-21 14:35:20,738 INFO [train.py:927] (0/8) Epoch 3, batch 10900, giga_loss[loss=0.2451, simple_loss=0.3273, pruned_loss=0.08151, over 12373.00 frames. utt_duration=972 frames, utt_pad_proportion=0.02992, over 51.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3249, pruned_loss=0.08476, over 2474005.32 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06577, over 17324.25 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3264, pruned_loss=0.08114, over 2458709.61 frames. utt_duration=1314 frames, utt_pad_proportion=0.0449, over 7493.45 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3249, pruned_loss=0.08547, over 2474778.57 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06654, over 18707.69 utterances.], batch size: 51, lr: 8.31e-04
2022-08-21 14:37:03,359 INFO [train.py:927] (0/8) Epoch 3, batch 10950, giga_loss[loss=0.2381, simple_loss=0.3268, pruned_loss=0.07468, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04204, over 31.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3271, pruned_loss=0.08847, over 2473831.67 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06647, over 17261.59 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3254, pruned_loss=0.08071, over 2459009.50 frames. utt_duration=1320 frames, utt_pad_proportion=0.04381, over 7460.70 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3281, pruned_loss=0.08968, over 2474668.84 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06766, over 18732.66 utterances.], batch size: 31, lr: 8.31e-04
2022-08-21 14:38:50,253 INFO [train.py:927] (0/8) Epoch 3, batch 11000, giga_loss[loss=0.2498, simple_loss=0.3286, pruned_loss=0.08545, over 12444.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03157, over 55.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08873, over 2473835.03 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06082, over 16590.57 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.325, pruned_loss=0.08054, over 2459161.47 frames. utt_duration=1324 frames, utt_pad_proportion=0.04284, over 7440.12 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3279, pruned_loss=0.09008, over 2474767.77 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06278, over 18040.57 utterances.], batch size: 55, lr: 8.30e-04
2022-08-21 14:40:35,625 INFO [train.py:927] (0/8) Epoch 3, batch 11050, giga_loss[loss=0.265, simple_loss=0.3369, pruned_loss=0.09656, over 12401.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.328, pruned_loss=0.09059, over 2473996.28 frames. utt_duration=559.6 frames, utt_pad_proportion=0.0679, over 17732.38 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3261, pruned_loss=0.08098, over 2459310.64 frames. utt_duration=1317 frames, utt_pad_proportion=0.04341, over 7476.27 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.328, pruned_loss=0.09143, over 2474855.03 frames. utt_duration=522 frames, utt_pad_proportion=0.06889, over 19018.34 utterances.], batch size: 133, lr: 8.30e-04
2022-08-21 14:42:19,865 INFO [train.py:927] (0/8) Epoch 3, batch 11100, giga_loss[loss=0.2351, simple_loss=0.3097, pruned_loss=0.0802, over 12335.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 97.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3267, pruned_loss=0.08937, over 2474843.53 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0623, over 17246.53 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3265, pruned_loss=0.08105, over 2459345.11 frames. utt_duration=1317 frames, utt_pad_proportion=0.04307, over 7476.48 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3264, pruned_loss=0.09005, over 2475623.18 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06362, over 18342.67 utterances.], batch size: 97, lr: 8.30e-04
2022-08-21 14:44:03,278 INFO [train.py:927] (0/8) Epoch 3, batch 11150, giga_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07839, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03276, over 45.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3234, pruned_loss=0.08694, over 2475034.31 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06354, over 17734.02 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3278, pruned_loss=0.08119, over 2459532.68 frames. utt_duration=1306 frames, utt_pad_proportion=0.04697, over 7541.33 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.322, pruned_loss=0.08758, over 2475896.80 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06349, over 18821.78 utterances.], batch size: 45, lr: 8.29e-04
2022-08-21 14:45:48,977 INFO [train.py:927] (0/8) Epoch 3, batch 11200, giga_loss[loss=0.2111, simple_loss=0.2836, pruned_loss=0.06931, over 12425.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04632, over 31.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3178, pruned_loss=0.08436, over 2474907.90 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06611, over 18331.37 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3278, pruned_loss=0.08098, over 2459983.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.04592, over 7528.24 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3166, pruned_loss=0.08519, over 2475609.82 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06643, over 19478.23 utterances.], batch size: 31, lr: 8.29e-04
2022-08-21 14:46:17,901 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-64000.pt
2022-08-21 14:47:39,256 INFO [train.py:927] (0/8) Epoch 3, batch 11250, giga_loss[loss=0.2213, simple_loss=0.3015, pruned_loss=0.07059, over 12276.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03753, over 51.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3171, pruned_loss=0.08385, over 2474211.54 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06337, over 17738.05 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3278, pruned_loss=0.08107, over 2460121.07 frames. utt_duration=1306 frames, utt_pad_proportion=0.04621, over 7545.69 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3159, pruned_loss=0.08445, over 2474882.81 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06381, over 18817.80 utterances.], batch size: 51, lr: 8.29e-04
2022-08-21 14:49:21,415 INFO [train.py:927] (0/8) Epoch 3, batch 11300, giga_loss[loss=0.2311, simple_loss=0.3067, pruned_loss=0.07773, over 12424.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04213, over 146.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3147, pruned_loss=0.08283, over 2473473.00 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06366, over 17438.45 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3276, pruned_loss=0.08114, over 2460781.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.05035, over 7628.16 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3134, pruned_loss=0.08332, over 2473977.47 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06269, over 18641.17 utterances.], batch size: 146, lr: 8.29e-04
2022-08-21 14:51:05,372 INFO [train.py:927] (0/8) Epoch 3, batch 11350, giga_loss[loss=0.235, simple_loss=0.3083, pruned_loss=0.0808, over 12263.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02798, over 54.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3106, pruned_loss=0.08099, over 2473472.22 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06027, over 16686.12 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3274, pruned_loss=0.0811, over 2461225.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.05015, over 7655.54 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3093, pruned_loss=0.08145, over 2473893.63 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05991, over 17938.26 utterances.], batch size: 54, lr: 8.28e-04
2022-08-21 14:52:49,499 INFO [train.py:927] (0/8) Epoch 3, batch 11400, giga_loss[loss=0.2182, simple_loss=0.2908, pruned_loss=0.07286, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03725, over 33.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3065, pruned_loss=0.07894, over 2473604.92 frames. utt_duration=606.2 frames, utt_pad_proportion=0.05663, over 16362.18 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3272, pruned_loss=0.08095, over 2461114.54 frames. utt_duration=1290 frames, utt_pad_proportion=0.04983, over 7638.02 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3054, pruned_loss=0.07943, over 2474161.66 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0567, over 17447.54 utterances.], batch size: 33, lr: 8.28e-04
2022-08-21 14:54:31,745 INFO [train.py:927] (0/8) Epoch 3, batch 11450, giga_loss[loss=0.1933, simple_loss=0.2796, pruned_loss=0.05348, over 12354.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03214, over 62.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3034, pruned_loss=0.07782, over 2473227.50 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05471, over 15962.57 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3269, pruned_loss=0.08088, over 2461361.23 frames. utt_duration=1293 frames, utt_pad_proportion=0.04864, over 7626.09 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3022, pruned_loss=0.0782, over 2473776.32 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05543, over 17076.94 utterances.], batch size: 62, lr: 8.28e-04
2022-08-21 14:56:13,716 INFO [train.py:927] (0/8) Epoch 3, batch 11500, giga_loss[loss=0.2344, simple_loss=0.3066, pruned_loss=0.08113, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3004, pruned_loss=0.07616, over 2473282.14 frames. utt_duration=645.8 frames, utt_pad_proportion=0.05052, over 15354.56 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.327, pruned_loss=0.08086, over 2461835.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04772, over 7614.53 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.2987, pruned_loss=0.07637, over 2473542.58 frames. utt_duration=603.3 frames, utt_pad_proportion=0.0518, over 16440.05 utterances.], batch size: 70, lr: 8.27e-04
2022-08-21 14:57:57,710 INFO [train.py:927] (0/8) Epoch 3, batch 11550, giga_loss[loss=0.257, simple_loss=0.3294, pruned_loss=0.09232, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03114, over 85.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.2996, pruned_loss=0.07605, over 2473407.06 frames. utt_duration=657.8 frames, utt_pad_proportion=0.04817, over 15074.05 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.327, pruned_loss=0.0809, over 2462203.63 frames. utt_duration=1297 frames, utt_pad_proportion=0.04694, over 7604.42 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.2976, pruned_loss=0.07605, over 2473536.93 frames. utt_duration=615.4 frames, utt_pad_proportion=0.04971, over 16117.33 utterances.], batch size: 85, lr: 8.27e-04
2022-08-21 14:59:40,118 INFO [train.py:927] (0/8) Epoch 3, batch 11600, giga_loss[loss=0.2609, simple_loss=0.3297, pruned_loss=0.09607, over 12292.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.0259, over 54.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.304, pruned_loss=0.07891, over 2473271.06 frames. utt_duration=647.6 frames, utt_pad_proportion=0.05074, over 15311.55 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3262, pruned_loss=0.08064, over 2462473.37 frames. utt_duration=1297 frames, utt_pad_proportion=0.04692, over 7605.20 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3024, pruned_loss=0.07904, over 2473432.57 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05189, over 16351.65 utterances.], batch size: 54, lr: 8.27e-04
2022-08-21 15:01:25,068 INFO [train.py:927] (0/8) Epoch 3, batch 11650, giga_loss[loss=0.25, simple_loss=0.3382, pruned_loss=0.08091, over 12375.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3138, pruned_loss=0.08511, over 2473949.43 frames. utt_duration=580 frames, utt_pad_proportion=0.05893, over 17106.73 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3266, pruned_loss=0.081, over 2462660.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.05009, over 7673.72 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3119, pruned_loss=0.08494, over 2474110.47 frames. utt_duration=550.2 frames, utt_pad_proportion=0.0583, over 18037.33 utterances.], batch size: 97, lr: 8.26e-04
2022-08-21 15:03:08,917 INFO [train.py:927] (0/8) Epoch 3, batch 11700, giga_loss[loss=0.2745, simple_loss=0.3482, pruned_loss=0.1004, over 12422.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.02418, over 70.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3193, pruned_loss=0.08681, over 2474078.90 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05837, over 17145.81 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3269, pruned_loss=0.08109, over 2462759.53 frames. utt_duration=1290 frames, utt_pad_proportion=0.04896, over 7646.72 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3173, pruned_loss=0.08673, over 2474428.08 frames. utt_duration=546 frames, utt_pad_proportion=0.05844, over 18176.07 utterances.], batch size: 70, lr: 8.26e-04
2022-08-21 15:04:50,833 INFO [train.py:927] (0/8) Epoch 3, batch 11750, libri_loss[loss=0.276, simple_loss=0.3601, pruned_loss=0.09591, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01208, over 40.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3242, pruned_loss=0.08945, over 2473862.81 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06238, over 17834.74 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.327, pruned_loss=0.08131, over 2463095.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.05405, over 7736.57 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3224, pruned_loss=0.08941, over 2474129.38 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06042, over 18853.68 utterances.], batch size: 40, lr: 8.26e-04
2022-08-21 15:06:34,103 INFO [train.py:927] (0/8) Epoch 3, batch 11800, libri_loss[loss=0.2934, simple_loss=0.3604, pruned_loss=0.1132, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 37.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.0873, over 2474037.07 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06659, over 18362.37 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3273, pruned_loss=0.0817, over 2463352.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.05341, over 7726.57 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3205, pruned_loss=0.08702, over 2474149.93 frames. utt_duration=514 frames, utt_pad_proportion=0.06516, over 19309.68 utterances.], batch size: 37, lr: 8.25e-04
2022-08-21 15:08:17,317 INFO [train.py:927] (0/8) Epoch 3, batch 11850, giga_loss[loss=0.257, simple_loss=0.3263, pruned_loss=0.09388, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03762, over 37.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.08617, over 2474645.24 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06224, over 17699.18 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3273, pruned_loss=0.08191, over 2463263.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.05258, over 7709.22 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.32, pruned_loss=0.08586, over 2474987.90 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06165, over 18644.91 utterances.], batch size: 37, lr: 8.25e-04
2022-08-21 15:10:03,714 INFO [train.py:927] (0/8) Epoch 3, batch 11900, giga_loss[loss=0.2444, simple_loss=0.3311, pruned_loss=0.07884, over 12327.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.0356, over 62.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3256, pruned_loss=0.08858, over 2474376.11 frames. utt_duration=550 frames, utt_pad_proportion=0.06795, over 18043.49 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3289, pruned_loss=0.08258, over 2463500.71 frames. utt_duration=1269 frames, utt_pad_proportion=0.05598, over 7772.26 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3229, pruned_loss=0.08787, over 2474680.98 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06608, over 18961.64 utterances.], batch size: 62, lr: 8.25e-04
2022-08-21 15:11:46,347 INFO [train.py:927] (0/8) Epoch 3, batch 11950, giga_loss[loss=0.2309, simple_loss=0.3095, pruned_loss=0.07615, over 12464.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02968, over 55.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3265, pruned_loss=0.08965, over 2474014.14 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06296, over 17564.09 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.328, pruned_loss=0.08231, over 2463310.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.05458, over 7730.75 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3251, pruned_loss=0.08952, over 2474769.64 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06231, over 18647.95 utterances.], batch size: 55, lr: 8.24e-04
2022-08-21 15:13:30,998 INFO [train.py:927] (0/8) Epoch 3, batch 12000, giga_loss[loss=0.2311, simple_loss=0.3202, pruned_loss=0.07098, over 12452.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.02997, over 75.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3273, pruned_loss=0.09087, over 2473988.08 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06218, over 17344.14 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3276, pruned_loss=0.08241, over 2462819.25 frames. utt_duration=1281 frames, utt_pad_proportion=0.05359, over 7701.80 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09083, over 2475255.90 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06213, over 18446.15 utterances.], batch size: 75, lr: 8.24e-04
2022-08-21 15:13:31,018 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 15:13:44,593 INFO [train.py:967] (0/8) 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 15:15:30,660 INFO [train.py:927] (0/8) Epoch 3, batch 12050, giga_loss[loss=0.2485, simple_loss=0.326, pruned_loss=0.08553, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03631, over 25.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3284, pruned_loss=0.09081, over 2473700.67 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06505, over 17588.77 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3274, pruned_loss=0.08266, over 2462980.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05305, over 7693.96 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3278, pruned_loss=0.09071, over 2474751.03 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06511, over 18638.82 utterances.], batch size: 25, lr: 8.24e-04
2022-08-21 15:17:13,708 INFO [train.py:927] (0/8) Epoch 3, batch 12100, giga_loss[loss=0.2531, simple_loss=0.338, pruned_loss=0.08415, over 12364.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.02977, over 62.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3293, pruned_loss=0.09132, over 2472585.80 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0634, over 16907.42 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3276, pruned_loss=0.08303, over 2462861.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.05213, over 7680.76 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3288, pruned_loss=0.09106, over 2473755.30 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06401, over 17969.38 utterances.], batch size: 62, lr: 8.23e-04
2022-08-21 15:18:55,718 INFO [train.py:927] (0/8) Epoch 3, batch 12150, giga_loss[loss=0.2667, simple_loss=0.3368, pruned_loss=0.09823, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3272, pruned_loss=0.08974, over 2472249.03 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06158, over 16022.04 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.327, pruned_loss=0.08283, over 2462910.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.05106, over 7655.90 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3272, pruned_loss=0.09007, over 2473628.64 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06285, over 17309.87 utterances.], batch size: 48, lr: 8.23e-04
2022-08-21 15:20:37,372 INFO [train.py:927] (0/8) Epoch 3, batch 12200, libri_loss[loss=0.2911, simple_loss=0.3731, pruned_loss=0.1046, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008659, over 38.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09049, over 2471528.34 frames. utt_duration=623.3 frames, utt_pad_proportion=0.06035, over 15898.95 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3281, pruned_loss=0.08318, over 2462796.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.0503, over 7637.00 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3276, pruned_loss=0.09054, over 2472899.48 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06186, over 17096.48 utterances.], batch size: 38, lr: 8.23e-04
2022-08-21 15:22:22,384 INFO [train.py:927] (0/8) Epoch 3, batch 12250, giga_loss[loss=0.2269, simple_loss=0.3148, pruned_loss=0.06944, over 12411.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03992, over 123.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3292, pruned_loss=0.09073, over 2471340.30 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05763, over 15865.40 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3283, pruned_loss=0.08336, over 2463067.39 frames. utt_duration=1292 frames, utt_pad_proportion=0.04973, over 7636.40 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3282, pruned_loss=0.09071, over 2472288.41 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05929, over 16928.25 utterances.], batch size: 123, lr: 8.22e-04
2022-08-21 15:24:05,437 INFO [train.py:927] (0/8) Epoch 3, batch 12300, giga_loss[loss=0.2391, simple_loss=0.3214, pruned_loss=0.0784, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3268, pruned_loss=0.08893, over 2471187.45 frames. utt_duration=661.8 frames, utt_pad_proportion=0.05434, over 14969.37 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3275, pruned_loss=0.08344, over 2462820.78 frames. utt_duration=1300 frames, utt_pad_proportion=0.04862, over 7586.95 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3267, pruned_loss=0.08904, over 2472420.38 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05649, over 16112.56 utterances.], batch size: 54, lr: 8.22e-04
2022-08-21 15:25:48,390 INFO [train.py:927] (0/8) Epoch 3, batch 12350, giga_loss[loss=0.2238, simple_loss=0.3005, pruned_loss=0.07355, over 12363.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04552, over 26.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3252, pruned_loss=0.08877, over 2471998.51 frames. utt_duration=664.2 frames, utt_pad_proportion=0.05785, over 14920.16 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.328, pruned_loss=0.08416, over 2463416.51 frames. utt_duration=1286 frames, utt_pad_proportion=0.05312, over 7672.61 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3247, pruned_loss=0.0884, over 2472726.33 frames. utt_duration=619.4 frames, utt_pad_proportion=0.05781, over 16007.23 utterances.], batch size: 26, lr: 8.22e-04
2022-08-21 15:27:30,164 INFO [train.py:927] (0/8) Epoch 3, batch 12400, giga_loss[loss=0.2663, simple_loss=0.3402, pruned_loss=0.09623, over 12349.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03613, over 132.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3229, pruned_loss=0.0879, over 2471081.79 frames. utt_duration=653.6 frames, utt_pad_proportion=0.05859, over 15158.38 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3274, pruned_loss=0.08429, over 2463096.91 frames. utt_duration=1292 frames, utt_pad_proportion=0.05133, over 7632.32 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3229, pruned_loss=0.08764, over 2472277.68 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05947, over 16400.10 utterances.], batch size: 132, lr: 8.22e-04
2022-08-21 15:29:12,333 INFO [train.py:927] (0/8) Epoch 3, batch 12450, giga_loss[loss=0.3312, simple_loss=0.3727, pruned_loss=0.1448, over 12395.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09684, over 256.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3218, pruned_loss=0.08785, over 2472035.21 frames. utt_duration=656.7 frames, utt_pad_proportion=0.05528, over 15091.01 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3277, pruned_loss=0.08473, over 2463100.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.05102, over 7632.73 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3214, pruned_loss=0.0873, over 2473094.16 frames. utt_duration=613 frames, utt_pad_proportion=0.05636, over 16176.55 utterances.], batch size: 256, lr: 8.21e-04
2022-08-21 15:30:55,447 INFO [train.py:927] (0/8) Epoch 3, batch 12500, giga_loss[loss=0.2113, simple_loss=0.29, pruned_loss=0.06634, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3174, pruned_loss=0.08559, over 2471749.63 frames. utt_duration=675.7 frames, utt_pad_proportion=0.05124, over 14663.83 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3276, pruned_loss=0.0847, over 2463084.70 frames. utt_duration=1297 frames, utt_pad_proportion=0.05053, over 7605.39 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08521, over 2472728.97 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05258, over 15641.80 utterances.], batch size: 75, lr: 8.21e-04
2022-08-21 15:32:37,947 INFO [train.py:927] (0/8) Epoch 3, batch 12550, giga_loss[loss=0.2488, simple_loss=0.324, pruned_loss=0.08681, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05215, over 161.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3171, pruned_loss=0.08591, over 2471829.27 frames. utt_duration=652.2 frames, utt_pad_proportion=0.05509, over 15195.91 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3294, pruned_loss=0.08571, over 2462972.85 frames. utt_duration=1299 frames, utt_pad_proportion=0.04941, over 7592.34 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.315, pruned_loss=0.08473, over 2472936.04 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05643, over 16188.19 utterances.], batch size: 161, lr: 8.21e-04
2022-08-21 15:34:21,636 INFO [train.py:927] (0/8) Epoch 3, batch 12600, giga_loss[loss=0.2323, simple_loss=0.306, pruned_loss=0.07931, over 12304.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03518, over 51.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3183, pruned_loss=0.08653, over 2471733.35 frames. utt_duration=641.1 frames, utt_pad_proportion=0.05566, over 15457.13 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3301, pruned_loss=0.08645, over 2463050.45 frames. utt_duration=1292 frames, utt_pad_proportion=0.04964, over 7634.54 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3156, pruned_loss=0.08496, over 2472869.25 frames. utt_duration=601.6 frames, utt_pad_proportion=0.0567, over 16482.00 utterances.], batch size: 51, lr: 8.20e-04
2022-08-21 15:36:03,453 INFO [train.py:927] (0/8) Epoch 3, batch 12650, giga_loss[loss=0.2407, simple_loss=0.3059, pruned_loss=0.08774, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03669, over 30.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3192, pruned_loss=0.08625, over 2471923.08 frames. utt_duration=603 frames, utt_pad_proportion=0.06136, over 16437.51 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3302, pruned_loss=0.08664, over 2462971.00 frames. utt_duration=1293 frames, utt_pad_proportion=0.04924, over 7627.21 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3169, pruned_loss=0.08484, over 2472981.39 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06206, over 17332.43 utterances.], batch size: 30, lr: 8.20e-04
2022-08-21 15:37:43,868 INFO [train.py:927] (0/8) Epoch 3, batch 12700, giga_loss[loss=0.2029, simple_loss=0.2939, pruned_loss=0.05592, over 12327.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0324, over 85.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3188, pruned_loss=0.08495, over 2472971.35 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05835, over 17275.56 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3301, pruned_loss=0.0868, over 2463350.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04839, over 7620.64 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3167, pruned_loss=0.08368, over 2473688.03 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05941, over 18179.12 utterances.], batch size: 85, lr: 8.20e-04
2022-08-21 15:39:24,443 INFO [train.py:927] (0/8) Epoch 3, batch 12750, giga_loss[loss=0.2317, simple_loss=0.3125, pruned_loss=0.07549, over 12334.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02967, over 66.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3188, pruned_loss=0.08506, over 2473322.71 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05812, over 17344.20 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3306, pruned_loss=0.08718, over 2463556.15 frames. utt_duration=1297 frames, utt_pad_proportion=0.04784, over 7608.35 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.08368, over 2473836.77 frames. utt_duration=545 frames, utt_pad_proportion=0.05925, over 18207.34 utterances.], batch size: 66, lr: 8.19e-04
2022-08-21 15:41:06,287 INFO [train.py:927] (0/8) Epoch 3, batch 12800, giga_loss[loss=0.2601, simple_loss=0.3425, pruned_loss=0.08884, over 12383.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02445, over 66.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3206, pruned_loss=0.08698, over 2473312.45 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05452, over 17108.36 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3311, pruned_loss=0.08856, over 2463453.78 frames. utt_duration=1302 frames, utt_pad_proportion=0.04658, over 7574.51 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3181, pruned_loss=0.08462, over 2474186.12 frames. utt_duration=545.9 frames, utt_pad_proportion=0.0562, over 18180.62 utterances.], batch size: 66, lr: 8.19e-04
2022-08-21 15:42:47,177 INFO [train.py:927] (0/8) Epoch 3, batch 12850, giga_loss[loss=0.2301, simple_loss=0.3107, pruned_loss=0.07476, over 12438.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03162, over 55.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3235, pruned_loss=0.08863, over 2473272.62 frames. utt_duration=569.2 frames, utt_pad_proportion=0.0567, over 17426.62 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3311, pruned_loss=0.08892, over 2463798.64 frames. utt_duration=1305 frames, utt_pad_proportion=0.04546, over 7558.76 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3211, pruned_loss=0.08638, over 2473966.34 frames. utt_duration=533 frames, utt_pad_proportion=0.0584, over 18620.56 utterances.], batch size: 55, lr: 8.19e-04
2022-08-21 15:44:29,488 INFO [train.py:927] (0/8) Epoch 3, batch 12900, giga_loss[loss=0.2487, simple_loss=0.3264, pruned_loss=0.08549, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0329, over 97.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.0888, over 2473559.33 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05888, over 17441.25 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3316, pruned_loss=0.08979, over 2464109.26 frames. utt_duration=1294 frames, utt_pad_proportion=0.05028, over 7626.77 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3215, pruned_loss=0.08624, over 2474125.59 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05873, over 18657.71 utterances.], batch size: 97, lr: 8.18e-04
2022-08-21 15:46:13,536 INFO [train.py:927] (0/8) Epoch 3, batch 12950, giga_loss[loss=0.277, simple_loss=0.3444, pruned_loss=0.1048, over 12358.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06587, over 183.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3266, pruned_loss=0.0901, over 2473877.42 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06011, over 18360.62 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3323, pruned_loss=0.09034, over 2463935.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.05079, over 7636.51 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3238, pruned_loss=0.08756, over 2474625.33 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0598, over 19455.37 utterances.], batch size: 183, lr: 8.18e-04
2022-08-21 15:47:52,960 INFO [train.py:927] (0/8) Epoch 3, batch 13000, giga_loss[loss=0.2247, simple_loss=0.3063, pruned_loss=0.07156, over 12371.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3267, pruned_loss=0.08966, over 2473652.54 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05892, over 18457.63 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3344, pruned_loss=0.09122, over 2464276.95 frames. utt_duration=1293 frames, utt_pad_proportion=0.04957, over 7631.51 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08683, over 2474203.41 frames. utt_duration=505.8 frames, utt_pad_proportion=0.05926, over 19624.30 utterances.], batch size: 58, lr: 8.18e-04
2022-08-21 15:49:34,525 INFO [train.py:927] (0/8) Epoch 3, batch 13050, giga_loss[loss=0.1994, simple_loss=0.2771, pruned_loss=0.06088, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.03873, over 34.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3248, pruned_loss=0.08855, over 2474070.34 frames. utt_duration=529 frames, utt_pad_proportion=0.06206, over 18761.68 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.335, pruned_loss=0.09193, over 2464384.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.05861, over 7788.83 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3209, pruned_loss=0.08571, over 2474530.43 frames. utt_duration=504.2 frames, utt_pad_proportion=0.05938, over 19691.80 utterances.], batch size: 34, lr: 8.18e-04
2022-08-21 15:51:14,360 INFO [train.py:927] (0/8) Epoch 3, batch 13100, giga_loss[loss=0.2639, simple_loss=0.3435, pruned_loss=0.0922, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3248, pruned_loss=0.0878, over 2474737.50 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06009, over 18482.81 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3353, pruned_loss=0.09264, over 2464857.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.06214, over 7860.51 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3212, pruned_loss=0.08485, over 2474904.27 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05682, over 19397.96 utterances.], batch size: 80, lr: 8.17e-04
2022-08-21 15:52:54,554 INFO [train.py:927] (0/8) Epoch 3, batch 13150, giga_loss[loss=0.2277, simple_loss=0.3027, pruned_loss=0.07634, over 12384.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08687, over 2474919.32 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05631, over 17795.02 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3354, pruned_loss=0.09288, over 2465145.28 frames. utt_duration=1260 frames, utt_pad_proportion=0.0611, over 7836.12 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3188, pruned_loss=0.08419, over 2475024.10 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05416, over 18782.21 utterances.], batch size: 91, lr: 8.17e-04
2022-08-21 15:54:35,089 INFO [train.py:927] (0/8) Epoch 3, batch 13200, giga_loss[loss=0.2397, simple_loss=0.2981, pruned_loss=0.09067, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03474, over 40.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3191, pruned_loss=0.08625, over 2474524.32 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05353, over 17433.57 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3358, pruned_loss=0.09325, over 2465422.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.06014, over 7830.50 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3159, pruned_loss=0.08367, over 2474511.91 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05224, over 18400.38 utterances.], batch size: 40, lr: 8.17e-04
2022-08-21 15:55:04,489 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-66000.pt
2022-08-21 15:56:22,039 INFO [train.py:927] (0/8) Epoch 3, batch 13250, libri_loss[loss=0.2422, simple_loss=0.3256, pruned_loss=0.07942, over 12192.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01122, over 29.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3181, pruned_loss=0.08658, over 2473739.28 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05603, over 17696.32 utterances.], libri_tot_loss[loss=0.2621, simple_loss=0.3363, pruned_loss=0.09392, over 2465335.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.05989, over 7816.55 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.08374, over 2474067.48 frames. utt_duration=528.9 frames, utt_pad_proportion=0.055, over 18765.34 utterances.], batch size: 29, lr: 8.16e-04
2022-08-21 15:58:02,145 INFO [train.py:927] (0/8) Epoch 3, batch 13300, giga_loss[loss=0.2096, simple_loss=0.2867, pruned_loss=0.06627, over 12363.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3128, pruned_loss=0.08404, over 2473778.88 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05259, over 17008.06 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3362, pruned_loss=0.09394, over 2465586.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05949, over 7799.44 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.31, pruned_loss=0.0817, over 2473883.95 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05205, over 17949.55 utterances.], batch size: 70, lr: 8.16e-04
2022-08-21 15:59:43,670 INFO [train.py:927] (0/8) Epoch 3, batch 13350, giga_loss[loss=0.239, simple_loss=0.3125, pruned_loss=0.0828, over 12342.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3113, pruned_loss=0.08301, over 2472828.19 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05368, over 17104.40 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3358, pruned_loss=0.09414, over 2465694.26 frames. utt_duration=1267 frames, utt_pad_proportion=0.05856, over 7792.08 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3086, pruned_loss=0.08059, over 2473089.47 frames. utt_duration=545 frames, utt_pad_proportion=0.05344, over 18202.29 utterances.], batch size: 97, lr: 8.16e-04
2022-08-21 16:01:24,879 INFO [train.py:927] (0/8) Epoch 3, batch 13400, giga_loss[loss=0.2381, simple_loss=0.3189, pruned_loss=0.07866, over 12370.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3136, pruned_loss=0.08468, over 2473350.51 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05238, over 16747.16 utterances.], libri_tot_loss[loss=0.2624, simple_loss=0.3356, pruned_loss=0.09458, over 2465816.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05695, over 7764.93 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3107, pruned_loss=0.08193, over 2473717.65 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05284, over 18002.14 utterances.], batch size: 91, lr: 8.15e-04
2022-08-21 16:03:08,291 INFO [train.py:927] (0/8) Epoch 3, batch 13450, giga_loss[loss=0.2377, simple_loss=0.3074, pruned_loss=0.08397, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0295, over 48.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3176, pruned_loss=0.08664, over 2473576.33 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05633, over 17689.78 utterances.], libri_tot_loss[loss=0.2631, simple_loss=0.3359, pruned_loss=0.09517, over 2465743.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.06105, over 7831.70 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3148, pruned_loss=0.08385, over 2474025.65 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05503, over 18743.64 utterances.], batch size: 48, lr: 8.15e-04
2022-08-21 16:04:52,116 INFO [train.py:927] (0/8) Epoch 3, batch 13500, giga_loss[loss=0.3349, simple_loss=0.3954, pruned_loss=0.1372, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3226, pruned_loss=0.08908, over 2473381.29 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06212, over 18330.12 utterances.], libri_tot_loss[loss=0.2641, simple_loss=0.3372, pruned_loss=0.0955, over 2465807.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.06118, over 7841.01 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.319, pruned_loss=0.08649, over 2473786.26 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0608, over 19286.78 utterances.], batch size: 105, lr: 8.15e-04
2022-08-21 16:06:39,099 INFO [train.py:927] (0/8) Epoch 3, batch 13550, giga_loss[loss=0.3656, simple_loss=0.385, pruned_loss=0.1731, over 12356.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2123, over 373.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3349, pruned_loss=0.09764, over 2473929.11 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06828, over 19290.89 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3421, pruned_loss=0.0983, over 2466087.38 frames. utt_duration=1247 frames, utt_pad_proportion=0.06519, over 7921.95 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3277, pruned_loss=0.09308, over 2474131.58 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06567, over 20166.76 utterances.], batch size: 373, lr: 8.14e-04
2022-08-21 16:08:23,807 INFO [train.py:927] (0/8) Epoch 3, batch 13600, giga_loss[loss=0.2878, simple_loss=0.3562, pruned_loss=0.1097, over 12284.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02817, over 45.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3411, pruned_loss=0.1031, over 2473262.80 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06869, over 19429.96 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3422, pruned_loss=0.099, over 2465957.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.06416, over 7912.09 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3352, pruned_loss=0.09894, over 2473700.57 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06702, over 20389.42 utterances.], batch size: 45, lr: 8.14e-04
2022-08-21 16:10:10,258 INFO [train.py:927] (0/8) Epoch 3, batch 13650, giga_loss[loss=0.3788, simple_loss=0.3973, pruned_loss=0.1802, over 12347.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.349, pruned_loss=0.1104, over 2473932.25 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07389, over 20937.67 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3418, pruned_loss=0.09877, over 2466044.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.06369, over 7897.98 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3446, pruned_loss=0.1073, over 2474269.43 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0726, over 21798.31 utterances.], batch size: 370, lr: 8.14e-04
2022-08-21 16:11:56,580 INFO [train.py:927] (0/8) Epoch 3, batch 13700, giga_loss[loss=0.2831, simple_loss=0.3507, pruned_loss=0.1078, over 12408.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02904, over 62.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3506, pruned_loss=0.1126, over 2473812.35 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07434, over 20369.93 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.342, pruned_loss=0.09944, over 2466148.31 frames. utt_duration=1237 frames, utt_pad_proportion=0.06699, over 7981.20 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3472, pruned_loss=0.1099, over 2474205.77 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07241, over 21386.31 utterances.], batch size: 62, lr: 8.14e-04
2022-08-21 16:13:47,550 INFO [train.py:927] (0/8) Epoch 3, batch 13750, giga_loss[loss=0.3043, simple_loss=0.3694, pruned_loss=0.1196, over 12213.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03219, over 39.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3572, pruned_loss=0.1186, over 2473970.02 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07306, over 20930.06 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3421, pruned_loss=0.09959, over 2466207.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.06672, over 7979.30 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3544, pruned_loss=0.1164, over 2474261.09 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07173, over 21781.68 utterances.], batch size: 39, lr: 8.13e-04
2022-08-21 16:15:38,062 INFO [train.py:927] (0/8) Epoch 3, batch 13800, giga_loss[loss=0.2776, simple_loss=0.3438, pruned_loss=0.1057, over 12428.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03783, over 133.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3582, pruned_loss=0.12, over 2474557.25 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07813, over 21644.96 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3429, pruned_loss=0.1001, over 2466335.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06494, over 7957.46 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3558, pruned_loss=0.1185, over 2474917.94 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07751, over 22737.44 utterances.], batch size: 133, lr: 8.13e-04
2022-08-21 16:17:22,246 INFO [train.py:927] (0/8) Epoch 3, batch 13850, giga_loss[loss=0.3011, simple_loss=0.3675, pruned_loss=0.1174, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3565, pruned_loss=0.1191, over 2475008.37 frames. utt_duration=474 frames, utt_pad_proportion=0.07835, over 20952.25 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3428, pruned_loss=0.1004, over 2466562.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06862, over 8021.97 utterances.], giga_tot_loss[loss=0.2954, simple_loss=0.355, pruned_loss=0.1179, over 2475252.36 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07666, over 21997.25 utterances.], batch size: 161, lr: 8.13e-04
2022-08-21 16:19:05,634 INFO [train.py:927] (0/8) Epoch 3, batch 13900, libri_loss[loss=0.2767, simple_loss=0.3526, pruned_loss=0.1004, over 12443.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03328, over 46.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3579, pruned_loss=0.1193, over 2474958.64 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08, over 21237.37 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.343, pruned_loss=0.1006, over 2466857.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06712, over 8021.45 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3568, pruned_loss=0.1186, over 2475115.77 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0792, over 22427.92 utterances.], batch size: 46, lr: 8.12e-04
2022-08-21 16:20:55,767 INFO [train.py:927] (0/8) Epoch 3, batch 13950, giga_loss[loss=0.3473, simple_loss=0.3865, pruned_loss=0.1541, over 12428.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07163, over 212.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3568, pruned_loss=0.1178, over 2475124.89 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07921, over 21727.97 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3425, pruned_loss=0.1004, over 2466975.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.0664, over 7982.33 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3567, pruned_loss=0.1178, over 2475282.18 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07894, over 22949.84 utterances.], batch size: 212, lr: 8.12e-04
2022-08-21 16:22:42,462 INFO [train.py:927] (0/8) Epoch 3, batch 14000, giga_loss[loss=0.245, simple_loss=0.318, pruned_loss=0.08599, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03515, over 40.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3552, pruned_loss=0.1157, over 2475317.31 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07984, over 22540.63 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3426, pruned_loss=0.1005, over 2466899.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06655, over 7994.69 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3552, pruned_loss=0.1158, over 2475629.53 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07962, over 23704.06 utterances.], batch size: 40, lr: 8.12e-04
2022-08-21 16:24:28,321 INFO [train.py:927] (0/8) Epoch 3, batch 14050, giga_loss[loss=0.2279, simple_loss=0.3051, pruned_loss=0.0754, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3527, pruned_loss=0.1142, over 2475058.08 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07867, over 22674.93 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3423, pruned_loss=0.1008, over 2467048.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06459, over 7970.70 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3534, pruned_loss=0.1146, over 2475519.52 frames. utt_duration=410 frames, utt_pad_proportion=0.07931, over 24233.90 utterances.], batch size: 54, lr: 8.11e-04
2022-08-21 16:26:15,999 INFO [train.py:927] (0/8) Epoch 3, batch 14100, giga_loss[loss=0.2886, simple_loss=0.3498, pruned_loss=0.1137, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05184, over 161.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3517, pruned_loss=0.1129, over 2474720.33 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07451, over 22163.58 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3422, pruned_loss=0.1008, over 2467016.80 frames. utt_duration=1240 frames, utt_pad_proportion=0.06392, over 7965.14 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3525, pruned_loss=0.1134, over 2475223.43 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07553, over 23589.17 utterances.], batch size: 161, lr: 8.11e-04
2022-08-21 16:28:08,976 INFO [train.py:927] (0/8) Epoch 3, batch 14150, giga_loss[loss=0.2821, simple_loss=0.3604, pruned_loss=0.1019, over 12404.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04083, over 105.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3506, pruned_loss=0.1105, over 2475146.13 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07412, over 21659.74 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3422, pruned_loss=0.1009, over 2467189.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.06291, over 7951.99 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3514, pruned_loss=0.111, over 2475519.06 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07534, over 23041.20 utterances.], batch size: 105, lr: 8.11e-04
2022-08-21 16:29:53,996 INFO [train.py:927] (0/8) Epoch 3, batch 14200, giga_loss[loss=0.2886, simple_loss=0.3488, pruned_loss=0.1142, over 12387.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3522, pruned_loss=0.111, over 2475751.69 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07472, over 21701.95 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3427, pruned_loss=0.1013, over 2467572.60 frames. utt_duration=1245 frames, utt_pad_proportion=0.06141, over 7937.58 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3526, pruned_loss=0.1113, over 2475914.76 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07622, over 23183.13 utterances.], batch size: 133, lr: 8.10e-04
2022-08-21 16:31:42,786 INFO [train.py:927] (0/8) Epoch 3, batch 14250, giga_loss[loss=0.2361, simple_loss=0.3169, pruned_loss=0.07761, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.351, pruned_loss=0.1106, over 2475263.38 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07438, over 21294.69 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3427, pruned_loss=0.1019, over 2467638.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06862, over 8062.59 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3517, pruned_loss=0.1106, over 2475577.43 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07362, over 22797.96 utterances.], batch size: 70, lr: 8.10e-04
2022-08-21 16:33:28,515 INFO [train.py:927] (0/8) Epoch 3, batch 14300, giga_loss[loss=0.3029, simple_loss=0.3599, pruned_loss=0.1229, over 12456.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03414, over 105.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3487, pruned_loss=0.1104, over 2475355.20 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07336, over 21589.00 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3428, pruned_loss=0.1023, over 2467599.63 frames. utt_duration=1222 frames, utt_pad_proportion=0.06863, over 8089.39 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3493, pruned_loss=0.1102, over 2475774.62 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07285, over 23004.86 utterances.], batch size: 105, lr: 8.10e-04
2022-08-21 16:35:16,901 INFO [train.py:927] (0/8) Epoch 3, batch 14350, giga_loss[loss=0.247, simple_loss=0.3308, pruned_loss=0.08158, over 12312.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.03117, over 66.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3481, pruned_loss=0.1097, over 2474339.00 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07814, over 21717.93 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3433, pruned_loss=0.1028, over 2467750.86 frames. utt_duration=1225 frames, utt_pad_proportion=0.06771, over 8069.76 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3482, pruned_loss=0.1093, over 2474683.09 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07785, over 23116.27 utterances.], batch size: 66, lr: 8.10e-04
2022-08-21 16:37:03,059 INFO [train.py:927] (0/8) Epoch 3, batch 14400, giga_loss[loss=0.361, simple_loss=0.381, pruned_loss=0.1705, over 12399.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.347, pruned_loss=0.1083, over 2474350.54 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08035, over 21482.74 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3431, pruned_loss=0.1027, over 2467842.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.06591, over 8040.86 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3474, pruned_loss=0.1082, over 2474730.68 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08069, over 23047.35 utterances.], batch size: 259, lr: 8.09e-04
2022-08-21 16:38:48,987 INFO [train.py:927] (0/8) Epoch 3, batch 14450, giga_loss[loss=0.2291, simple_loss=0.3009, pruned_loss=0.07865, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3451, pruned_loss=0.1073, over 2474095.38 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07786, over 20825.75 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3426, pruned_loss=0.1027, over 2467318.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06363, over 7980.78 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.346, pruned_loss=0.1075, over 2475160.73 frames. utt_duration=436 frames, utt_pad_proportion=0.07918, over 22780.17 utterances.], batch size: 42, lr: 8.09e-04
2022-08-21 16:40:33,484 INFO [train.py:927] (0/8) Epoch 3, batch 14500, libri_loss[loss=0.2742, simple_loss=0.3377, pruned_loss=0.1054, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01018, over 38.00 utterances.], tot_loss[loss=0.281, simple_loss=0.345, pruned_loss=0.1086, over 2473939.69 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07635, over 20618.33 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3425, pruned_loss=0.1027, over 2467155.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.06267, over 7957.39 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3458, pruned_loss=0.1087, over 2475094.33 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07795, over 22440.42 utterances.], batch size: 38, lr: 8.09e-04
2022-08-21 16:42:18,057 INFO [train.py:927] (0/8) Epoch 3, batch 14550, giga_loss[loss=0.2293, simple_loss=0.3109, pruned_loss=0.07385, over 12355.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3427, pruned_loss=0.1073, over 2473896.84 frames. utt_duration=489.6 frames, utt_pad_proportion=0.0726, over 20270.33 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3421, pruned_loss=0.1027, over 2467245.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.0619, over 7924.56 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3436, pruned_loss=0.1075, over 2474843.18 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07447, over 21964.52 utterances.], batch size: 62, lr: 8.08e-04
2022-08-21 16:44:03,515 INFO [train.py:927] (0/8) Epoch 3, batch 14600, giga_loss[loss=0.3504, simple_loss=0.3858, pruned_loss=0.1575, over 12364.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3416, pruned_loss=0.1066, over 2473275.12 frames. utt_duration=489.9 frames, utt_pad_proportion=0.0723, over 20254.87 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3418, pruned_loss=0.1028, over 2467350.71 frames. utt_duration=1236 frames, utt_pad_proportion=0.06575, over 7997.10 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3428, pruned_loss=0.1069, over 2474115.08 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07269, over 21889.13 utterances.], batch size: 257, lr: 8.08e-04
2022-08-21 16:45:47,089 INFO [train.py:927] (0/8) Epoch 3, batch 14650, giga_loss[loss=0.2611, simple_loss=0.3382, pruned_loss=0.09205, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02739, over 45.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3421, pruned_loss=0.1062, over 2473982.14 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07137, over 20012.14 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3418, pruned_loss=0.1031, over 2467179.93 frames. utt_duration=1224 frames, utt_pad_proportion=0.0695, over 8073.92 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.343, pruned_loss=0.1062, over 2474988.26 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07056, over 21622.08 utterances.], batch size: 45, lr: 8.08e-04
2022-08-21 16:47:34,267 INFO [train.py:927] (0/8) Epoch 3, batch 14700, giga_loss[loss=0.3169, simple_loss=0.3654, pruned_loss=0.1342, over 12408.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07205, over 212.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3428, pruned_loss=0.1064, over 2474061.16 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07414, over 20163.08 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.342, pruned_loss=0.1032, over 2467015.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06823, over 8055.35 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3433, pruned_loss=0.1064, over 2475172.66 frames. utt_duration=457 frames, utt_pad_proportion=0.07377, over 21735.28 utterances.], batch size: 212, lr: 8.08e-04
2022-08-21 16:49:19,377 INFO [train.py:927] (0/8) Epoch 3, batch 14750, giga_loss[loss=0.2695, simple_loss=0.3365, pruned_loss=0.1012, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3452, pruned_loss=0.109, over 2474309.68 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07612, over 20651.34 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3418, pruned_loss=0.1032, over 2467279.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06753, over 8046.63 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3458, pruned_loss=0.109, over 2475050.00 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07596, over 22059.40 utterances.], batch size: 97, lr: 8.07e-04
2022-08-21 16:51:03,493 INFO [train.py:927] (0/8) Epoch 3, batch 14800, giga_loss[loss=0.2467, simple_loss=0.3146, pruned_loss=0.08938, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03389, over 43.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3456, pruned_loss=0.1105, over 2475177.33 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07469, over 20536.47 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3415, pruned_loss=0.1033, over 2467549.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06608, over 8018.39 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3465, pruned_loss=0.1107, over 2475727.86 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07519, over 22037.09 utterances.], batch size: 43, lr: 8.07e-04
2022-08-21 16:52:49,996 INFO [train.py:927] (0/8) Epoch 3, batch 14850, giga_loss[loss=0.2727, simple_loss=0.3442, pruned_loss=0.1006, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3453, pruned_loss=0.1102, over 2474298.75 frames. utt_duration=485 frames, utt_pad_proportion=0.072, over 20467.83 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3417, pruned_loss=0.1034, over 2467328.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06535, over 7999.19 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3459, pruned_loss=0.1103, over 2475033.11 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07285, over 21839.33 utterances.], batch size: 62, lr: 8.07e-04
2022-08-21 16:54:32,602 INFO [train.py:927] (0/8) Epoch 3, batch 14900, giga_loss[loss=0.268, simple_loss=0.3394, pruned_loss=0.09826, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3439, pruned_loss=0.108, over 2473814.88 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07769, over 20694.47 utterances.], libri_tot_loss[loss=0.2745, simple_loss=0.3417, pruned_loss=0.1037, over 2467647.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06782, over 8041.90 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3445, pruned_loss=0.1081, over 2474356.66 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07734, over 22227.59 utterances.], batch size: 113, lr: 8.06e-04
2022-08-21 16:56:19,200 INFO [train.py:927] (0/8) Epoch 3, batch 14950, giga_loss[loss=0.2444, simple_loss=0.3149, pruned_loss=0.08699, over 12488.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03717, over 31.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3415, pruned_loss=0.1066, over 2474449.96 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07815, over 20531.19 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3418, pruned_loss=0.1039, over 2467738.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06764, over 8050.79 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3418, pruned_loss=0.1065, over 2474922.08 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07801, over 21976.88 utterances.], batch size: 31, lr: 8.06e-04
2022-08-21 16:58:00,795 INFO [train.py:927] (0/8) Epoch 3, batch 15000, giga_loss[loss=0.2922, simple_loss=0.3625, pruned_loss=0.111, over 12312.00 frames. utt_duration=850.5 frames, utt_pad_proportion=0.03244, over 58.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3429, pruned_loss=0.107, over 2474259.53 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07235, over 19857.01 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3426, pruned_loss=0.1039, over 2467501.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06663, over 8023.00 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3425, pruned_loss=0.107, over 2474987.53 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07298, over 21254.65 utterances.], batch size: 58, lr: 8.06e-04
2022-08-21 16:58:00,811 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 16:58:14,910 INFO [train.py:967] (0/8) 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] (0/8) Epoch 3, batch 15050, giga_loss[loss=0.2941, simple_loss=0.3503, pruned_loss=0.119, over 12346.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3469, pruned_loss=0.1067, over 2474867.23 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07207, over 20003.43 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3426, pruned_loss=0.1039, over 2467542.37 frames. utt_duration=1237 frames, utt_pad_proportion=0.06531, over 7987.55 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3467, pruned_loss=0.1067, over 2475605.22 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07305, over 21485.39 utterances.], batch size: 364, lr: 8.05e-04
2022-08-21 17:01:48,375 INFO [train.py:927] (0/8) Epoch 3, batch 15100, giga_loss[loss=0.2753, simple_loss=0.3487, pruned_loss=0.101, over 12368.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03053, over 51.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3488, pruned_loss=0.1075, over 2475162.90 frames. utt_duration=508 frames, utt_pad_proportion=0.06797, over 19544.04 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3421, pruned_loss=0.1037, over 2467425.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06434, over 7965.92 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3491, pruned_loss=0.1078, over 2475977.21 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06937, over 20940.12 utterances.], batch size: 51, lr: 8.05e-04
2022-08-21 17:03:33,013 INFO [train.py:927] (0/8) Epoch 3, batch 15150, giga_loss[loss=0.2896, simple_loss=0.3563, pruned_loss=0.1115, over 12270.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0288, over 45.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3496, pruned_loss=0.1092, over 2474209.43 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07234, over 20241.63 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3415, pruned_loss=0.1035, over 2467452.88 frames. utt_duration=1234 frames, utt_pad_proportion=0.06733, over 8007.84 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3505, pruned_loss=0.1097, over 2474985.87 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0721, over 21584.09 utterances.], batch size: 45, lr: 8.05e-04
2022-08-21 17:05:18,828 INFO [train.py:927] (0/8) Epoch 3, batch 15200, giga_loss[loss=0.2728, simple_loss=0.3296, pruned_loss=0.1079, over 12353.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03221, over 85.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3471, pruned_loss=0.1085, over 2474498.29 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07331, over 19956.40 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3417, pruned_loss=0.1037, over 2467589.10 frames. utt_duration=1223 frames, utt_pad_proportion=0.07094, over 8077.50 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3478, pruned_loss=0.1088, over 2475143.36 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07203, over 21184.10 utterances.], batch size: 85, lr: 8.05e-04
2022-08-21 17:05:48,878 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-68000.pt
2022-08-21 17:07:11,575 INFO [train.py:927] (0/8) Epoch 3, batch 15250, giga_loss[loss=0.2713, simple_loss=0.3423, pruned_loss=0.1001, over 12401.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03652, over 113.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3449, pruned_loss=0.108, over 2474004.31 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07065, over 19556.93 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3409, pruned_loss=0.1034, over 2467561.14 frames. utt_duration=1233 frames, utt_pad_proportion=0.06953, over 8016.91 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3464, pruned_loss=0.1087, over 2474712.56 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07027, over 20913.89 utterances.], batch size: 113, lr: 8.04e-04
2022-08-21 17:08:55,441 INFO [train.py:927] (0/8) Epoch 3, batch 15300, giga_loss[loss=0.3244, simple_loss=0.358, pruned_loss=0.1454, over 12349.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3449, pruned_loss=0.1085, over 2473563.42 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06984, over 19331.93 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3408, pruned_loss=0.1036, over 2467464.91 frames. utt_duration=1233 frames, utt_pad_proportion=0.06804, over 8015.91 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3463, pruned_loss=0.1091, over 2474491.75 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07006, over 20907.41 utterances.], batch size: 371, lr: 8.04e-04
2022-08-21 17:10:41,939 INFO [train.py:927] (0/8) Epoch 3, batch 15350, giga_loss[loss=0.2776, simple_loss=0.346, pruned_loss=0.1046, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03986, over 37.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3425, pruned_loss=0.1075, over 2473169.20 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06795, over 19211.34 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3397, pruned_loss=0.103, over 2467449.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06685, over 7980.44 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3448, pruned_loss=0.1086, over 2474129.11 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06867, over 20909.52 utterances.], batch size: 37, lr: 8.04e-04
2022-08-21 17:12:25,443 INFO [train.py:927] (0/8) Epoch 3, batch 15400, libri_loss[loss=0.2481, simple_loss=0.3121, pruned_loss=0.09201, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006253, over 31.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3452, pruned_loss=0.1087, over 2473173.22 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06523, over 19166.38 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3398, pruned_loss=0.1032, over 2467436.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06519, over 7949.50 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3471, pruned_loss=0.1096, over 2474148.13 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0666, over 20928.80 utterances.], batch size: 31, lr: 8.03e-04
2022-08-21 17:14:12,155 INFO [train.py:927] (0/8) Epoch 3, batch 15450, libri_loss[loss=0.2794, simple_loss=0.3443, pruned_loss=0.1073, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0071, over 37.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3446, pruned_loss=0.1082, over 2473639.88 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06344, over 18550.42 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3391, pruned_loss=0.1029, over 2467533.15 frames. utt_duration=1247 frames, utt_pad_proportion=0.06402, over 7927.82 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3469, pruned_loss=0.1094, over 2474566.36 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06512, over 20401.73 utterances.], batch size: 37, lr: 8.03e-04
2022-08-21 17:15:55,256 INFO [train.py:927] (0/8) Epoch 3, batch 15500, giga_loss[loss=0.3064, simple_loss=0.3629, pruned_loss=0.1249, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06467, over 183.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.346, pruned_loss=0.1063, over 2474497.75 frames. utt_duration=529 frames, utt_pad_proportion=0.06687, over 18763.73 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3392, pruned_loss=0.103, over 2467709.37 frames. utt_duration=1237 frames, utt_pad_proportion=0.06794, over 7992.16 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3479, pruned_loss=0.1072, over 2475161.21 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06653, over 20319.12 utterances.], batch size: 183, lr: 8.03e-04
2022-08-21 17:17:39,225 INFO [train.py:927] (0/8) Epoch 3, batch 15550, giga_loss[loss=0.2946, simple_loss=0.3633, pruned_loss=0.113, over 12455.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02757, over 80.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3497, pruned_loss=0.1081, over 2475110.44 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06657, over 19142.78 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3395, pruned_loss=0.103, over 2467590.81 frames. utt_duration=1235 frames, utt_pad_proportion=0.06738, over 8000.18 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.351, pruned_loss=0.1088, over 2475830.68 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06651, over 20509.66 utterances.], batch size: 80, lr: 8.02e-04
2022-08-21 17:19:21,897 INFO [train.py:927] (0/8) Epoch 3, batch 15600, giga_loss[loss=0.2763, simple_loss=0.3467, pruned_loss=0.103, over 12348.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02916, over 66.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3503, pruned_loss=0.1092, over 2474553.28 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06908, over 19091.21 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3393, pruned_loss=0.1029, over 2467181.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06977, over 8039.35 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3521, pruned_loss=0.1102, over 2475933.81 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06808, over 20754.51 utterances.], batch size: 66, lr: 8.02e-04
2022-08-21 17:21:05,173 INFO [train.py:927] (0/8) Epoch 3, batch 15650, giga_loss[loss=0.2913, simple_loss=0.3588, pruned_loss=0.1119, over 12377.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04537, over 146.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3492, pruned_loss=0.1087, over 2474687.86 frames. utt_duration=523 frames, utt_pad_proportion=0.06857, over 18979.80 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3396, pruned_loss=0.1034, over 2467010.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.0682, over 8026.29 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3507, pruned_loss=0.1092, over 2476171.54 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06833, over 20670.59 utterances.], batch size: 146, lr: 8.02e-04
2022-08-21 17:22:50,258 INFO [train.py:927] (0/8) Epoch 3, batch 15700, giga_loss[loss=0.2716, simple_loss=0.3499, pruned_loss=0.09661, over 12402.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04429, over 26.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3487, pruned_loss=0.1065, over 2474506.55 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06453, over 18221.08 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.339, pruned_loss=0.1032, over 2467221.54 frames. utt_duration=1238 frames, utt_pad_proportion=0.06673, over 7983.17 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3508, pruned_loss=0.1073, over 2475694.60 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06517, over 19913.16 utterances.], batch size: 26, lr: 8.02e-04
2022-08-21 17:24:36,889 INFO [train.py:927] (0/8) Epoch 3, batch 15750, giga_loss[loss=0.3121, simple_loss=0.3743, pruned_loss=0.1249, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3483, pruned_loss=0.1063, over 2474037.88 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06313, over 18542.39 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3385, pruned_loss=0.1029, over 2467531.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06554, over 7967.90 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3506, pruned_loss=0.1073, over 2474906.62 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06415, over 20196.26 utterances.], batch size: 146, lr: 8.01e-04
2022-08-21 17:26:24,039 INFO [train.py:927] (0/8) Epoch 3, batch 15800, giga_loss[loss=0.2649, simple_loss=0.3384, pruned_loss=0.09565, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03162, over 48.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3478, pruned_loss=0.1071, over 2473641.87 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06274, over 18847.09 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3381, pruned_loss=0.1027, over 2467586.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06478, over 7950.48 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3502, pruned_loss=0.1081, over 2474365.39 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06383, over 20316.84 utterances.], batch size: 48, lr: 8.01e-04
2022-08-21 17:28:09,328 INFO [train.py:927] (0/8) Epoch 3, batch 15850, giga_loss[loss=0.2617, simple_loss=0.3366, pruned_loss=0.09334, over 12437.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03354, over 113.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3455, pruned_loss=0.1068, over 2474107.39 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06967, over 19898.04 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3378, pruned_loss=0.1027, over 2467418.92 frames. utt_duration=1233 frames, utt_pad_proportion=0.06819, over 8015.11 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3478, pruned_loss=0.1077, over 2474966.41 frames. utt_duration=467 frames, utt_pad_proportion=0.06906, over 21265.22 utterances.], batch size: 113, lr: 8.01e-04
2022-08-21 17:29:52,126 INFO [train.py:927] (0/8) Epoch 3, batch 15900, giga_loss[loss=0.265, simple_loss=0.3306, pruned_loss=0.09975, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3465, pruned_loss=0.1093, over 2474897.79 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06905, over 21059.06 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3378, pruned_loss=0.1031, over 2467072.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06817, over 8022.02 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3485, pruned_loss=0.1097, over 2475984.73 frames. utt_duration=445.5 frames, utt_pad_proportion=0.06864, over 22306.98 utterances.], batch size: 91, lr: 8.00e-04
2022-08-21 17:31:32,732 INFO [train.py:927] (0/8) Epoch 3, batch 15950, giga_loss[loss=0.294, simple_loss=0.3603, pruned_loss=0.1139, over 12387.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04076, over 133.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3466, pruned_loss=0.1069, over 2474598.24 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06689, over 21096.70 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3402, pruned_loss=0.1032, over 2466640.85 frames. utt_duration=1236 frames, utt_pad_proportion=0.06646, over 7990.97 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3463, pruned_loss=0.1073, over 2476091.03 frames. utt_duration=441 frames, utt_pad_proportion=0.06723, over 22532.47 utterances.], batch size: 133, lr: 8.00e-04
2022-08-21 17:33:20,696 INFO [train.py:927] (0/8) Epoch 3, batch 16000, giga_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08201, over 12395.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04242, over 40.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3432, pruned_loss=0.1041, over 2474479.67 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06674, over 21018.51 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3402, pruned_loss=0.103, over 2466302.21 frames. utt_duration=1238 frames, utt_pad_proportion=0.06597, over 7976.11 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.343, pruned_loss=0.1046, over 2476043.89 frames. utt_duration=446 frames, utt_pad_proportion=0.0672, over 22283.30 utterances.], batch size: 40, lr: 8.00e-04
2022-08-21 17:35:08,869 INFO [train.py:927] (0/8) Epoch 3, batch 16050, giga_loss[loss=0.3255, simple_loss=0.364, pruned_loss=0.1435, over 12369.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09903, over 256.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3393, pruned_loss=0.1033, over 2474725.08 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06975, over 21438.36 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3397, pruned_loss=0.1028, over 2466376.12 frames. utt_duration=1241 frames, utt_pad_proportion=0.06528, over 7958.54 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3396, pruned_loss=0.1038, over 2475998.98 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07014, over 22616.25 utterances.], batch size: 256, lr: 8.00e-04
2022-08-21 17:36:53,635 INFO [train.py:927] (0/8) Epoch 3, batch 16100, giga_loss[loss=0.2857, simple_loss=0.3554, pruned_loss=0.108, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05301, over 162.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.34, pruned_loss=0.1034, over 2475363.13 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07026, over 21906.34 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3396, pruned_loss=0.1029, over 2466358.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06479, over 7946.00 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3403, pruned_loss=0.1038, over 2476449.72 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07073, over 22976.76 utterances.], batch size: 162, lr: 7.99e-04
2022-08-21 17:38:38,433 INFO [train.py:927] (0/8) Epoch 3, batch 16150, giga_loss[loss=0.3125, simple_loss=0.3595, pruned_loss=0.1328, over 12426.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07608, over 213.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3412, pruned_loss=0.1053, over 2475634.84 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07996, over 22733.68 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3402, pruned_loss=0.1036, over 2466539.39 frames. utt_duration=1234 frames, utt_pad_proportion=0.06765, over 8003.47 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3409, pruned_loss=0.1049, over 2476603.63 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07903, over 23916.51 utterances.], batch size: 213, lr: 7.99e-04
2022-08-21 17:40:26,861 INFO [train.py:927] (0/8) Epoch 3, batch 16200, giga_loss[loss=0.3076, simple_loss=0.3701, pruned_loss=0.1225, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05236, over 161.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3431, pruned_loss=0.1059, over 2475943.99 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07901, over 22524.94 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3413, pruned_loss=0.1039, over 2466621.89 frames. utt_duration=1237 frames, utt_pad_proportion=0.06715, over 7987.47 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3418, pruned_loss=0.1054, over 2476714.53 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0785, over 23606.24 utterances.], batch size: 161, lr: 7.99e-04
2022-08-21 17:42:13,809 INFO [train.py:927] (0/8) Epoch 3, batch 16250, giga_loss[loss=0.2489, simple_loss=0.3281, pruned_loss=0.0848, over 12466.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.03896, over 26.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.345, pruned_loss=0.1068, over 2475547.68 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08004, over 22156.51 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.342, pruned_loss=0.104, over 2467200.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06642, over 8024.78 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3435, pruned_loss=0.1063, over 2475901.55 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07994, over 23450.27 utterances.], batch size: 26, lr: 7.98e-04
2022-08-21 17:44:04,294 INFO [train.py:927] (0/8) Epoch 3, batch 16300, libri_loss[loss=0.2179, simple_loss=0.2893, pruned_loss=0.07323, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005752, over 31.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3451, pruned_loss=0.1072, over 2475405.93 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08203, over 22652.51 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3411, pruned_loss=0.1034, over 2467302.17 frames. utt_duration=1237 frames, utt_pad_proportion=0.06525, over 7990.45 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3448, pruned_loss=0.1075, over 2475801.36 frames. utt_duration=413.4 frames, utt_pad_proportion=0.08228, over 24039.26 utterances.], batch size: 31, lr: 7.98e-04
2022-08-21 17:45:49,554 INFO [train.py:927] (0/8) Epoch 3, batch 16350, giga_loss[loss=0.3098, simple_loss=0.366, pruned_loss=0.1268, over 12427.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04617, over 161.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3452, pruned_loss=0.1071, over 2475035.17 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08151, over 22599.93 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3411, pruned_loss=0.1035, over 2467533.26 frames. utt_duration=1237 frames, utt_pad_proportion=0.06468, over 7987.64 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1072, over 2475284.97 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08197, over 23955.79 utterances.], batch size: 161, lr: 7.98e-04
2022-08-21 17:47:37,617 INFO [train.py:927] (0/8) Epoch 3, batch 16400, giga_loss[loss=0.2963, simple_loss=0.3508, pruned_loss=0.1209, over 12405.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3461, pruned_loss=0.1092, over 2474947.20 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08549, over 23550.19 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3413, pruned_loss=0.1036, over 2467586.80 frames. utt_duration=1239 frames, utt_pad_proportion=0.06398, over 7976.93 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3458, pruned_loss=0.1094, over 2475197.11 frames. utt_duration=400 frames, utt_pad_proportion=0.08595, over 24839.33 utterances.], batch size: 133, lr: 7.98e-04
2022-08-21 17:49:19,736 INFO [train.py:927] (0/8) Epoch 3, batch 16450, giga_loss[loss=0.2619, simple_loss=0.3389, pruned_loss=0.09242, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3444, pruned_loss=0.1086, over 2475165.49 frames. utt_duration=438 frames, utt_pad_proportion=0.07979, over 22680.86 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3405, pruned_loss=0.1035, over 2467906.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.0622, over 7940.58 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3452, pruned_loss=0.1091, over 2475402.37 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08125, over 24377.27 utterances.], batch size: 75, lr: 7.97e-04
2022-08-21 17:51:06,207 INFO [train.py:927] (0/8) Epoch 3, batch 16500, giga_loss[loss=0.3412, simple_loss=0.3802, pruned_loss=0.1512, over 12373.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3452, pruned_loss=0.1099, over 2475479.07 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07657, over 22472.08 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3409, pruned_loss=0.104, over 2468057.32 frames. utt_duration=1245 frames, utt_pad_proportion=0.06178, over 7936.22 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3454, pruned_loss=0.1098, over 2475590.98 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07809, over 23952.28 utterances.], batch size: 259, lr: 7.97e-04
2022-08-21 17:52:50,596 INFO [train.py:927] (0/8) Epoch 3, batch 16550, giga_loss[loss=0.2778, simple_loss=0.351, pruned_loss=0.1023, over 12303.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03548, over 51.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.346, pruned_loss=0.1103, over 2474585.34 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07646, over 21913.35 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3415, pruned_loss=0.1044, over 2467473.80 frames. utt_duration=1247 frames, utt_pad_proportion=0.06116, over 7921.92 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3458, pruned_loss=0.1101, over 2475404.81 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07807, over 23511.63 utterances.], batch size: 51, lr: 7.97e-04
2022-08-21 17:54:36,098 INFO [train.py:927] (0/8) Epoch 3, batch 16600, giga_loss[loss=0.2978, simple_loss=0.3584, pruned_loss=0.1185, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3466, pruned_loss=0.1106, over 2474998.71 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07401, over 21285.59 utterances.], libri_tot_loss[loss=0.2754, simple_loss=0.3419, pruned_loss=0.1045, over 2467753.69 frames. utt_duration=1249 frames, utt_pad_proportion=0.06003, over 7911.23 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3463, pruned_loss=0.1105, over 2475591.34 frames. utt_duration=433 frames, utt_pad_proportion=0.07598, over 22944.47 utterances.], batch size: 80, lr: 7.96e-04
2022-08-21 17:56:19,046 INFO [train.py:927] (0/8) Epoch 3, batch 16650, libri_loss[loss=0.3234, simple_loss=0.3784, pruned_loss=0.1342, over 12430.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02137, over 43.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3458, pruned_loss=0.1099, over 2474991.14 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07284, over 21322.50 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3417, pruned_loss=0.1043, over 2467906.10 frames. utt_duration=1249 frames, utt_pad_proportion=0.05921, over 7910.64 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3458, pruned_loss=0.1101, over 2475486.28 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07488, over 22968.94 utterances.], batch size: 43, lr: 7.96e-04
2022-08-21 17:58:05,271 INFO [train.py:927] (0/8) Epoch 3, batch 16700, giga_loss[loss=0.3078, simple_loss=0.3653, pruned_loss=0.1251, over 12425.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3459, pruned_loss=0.1098, over 2474537.26 frames. utt_duration=456.8 frames, utt_pad_proportion=0.0751, over 21740.18 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3411, pruned_loss=0.1042, over 2467810.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05853, over 7891.04 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3465, pruned_loss=0.1102, over 2475179.33 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07687, over 23383.53 utterances.], batch size: 133, lr: 7.96e-04
2022-08-21 17:59:51,084 INFO [train.py:927] (0/8) Epoch 3, batch 16750, giga_loss[loss=0.293, simple_loss=0.358, pruned_loss=0.114, over 12327.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03229, over 58.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3462, pruned_loss=0.11, over 2474170.76 frames. utt_duration=459 frames, utt_pad_proportion=0.07551, over 21631.29 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3407, pruned_loss=0.104, over 2467618.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05796, over 7883.34 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3471, pruned_loss=0.1107, over 2474969.58 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07716, over 23186.06 utterances.], batch size: 58, lr: 7.96e-04
2022-08-21 18:01:35,138 INFO [train.py:927] (0/8) Epoch 3, batch 16800, libri_loss[loss=0.2727, simple_loss=0.3393, pruned_loss=0.1031, over 12392.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.0243, over 43.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3469, pruned_loss=0.1096, over 2474181.50 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0763, over 20902.37 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3407, pruned_loss=0.1043, over 2467956.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06616, over 8018.00 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3478, pruned_loss=0.11, over 2474727.11 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07527, over 22454.53 utterances.], batch size: 43, lr: 7.95e-04
2022-08-21 18:03:20,506 INFO [train.py:927] (0/8) Epoch 3, batch 16850, giga_loss[loss=0.3306, simple_loss=0.3705, pruned_loss=0.1453, over 12383.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1142, over 261.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3473, pruned_loss=0.1092, over 2474015.30 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07594, over 21092.60 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3406, pruned_loss=0.1043, over 2467837.33 frames. utt_duration=1232 frames, utt_pad_proportion=0.06564, over 8020.23 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3483, pruned_loss=0.1097, over 2474721.55 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07544, over 22694.05 utterances.], batch size: 261, lr: 7.95e-04
2022-08-21 18:05:04,711 INFO [train.py:927] (0/8) Epoch 3, batch 16900, giga_loss[loss=0.2877, simple_loss=0.3577, pruned_loss=0.1089, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.346, pruned_loss=0.1083, over 2474484.74 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07472, over 20807.69 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3408, pruned_loss=0.1043, over 2468247.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.0649, over 8020.81 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3467, pruned_loss=0.1087, over 2474806.52 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07473, over 22303.04 utterances.], batch size: 54, lr: 7.95e-04
2022-08-21 18:06:51,926 INFO [train.py:927] (0/8) Epoch 3, batch 16950, giga_loss[loss=0.2674, simple_loss=0.3358, pruned_loss=0.09946, over 12415.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02853, over 62.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3491, pruned_loss=0.1112, over 2475040.92 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07841, over 21397.17 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3412, pruned_loss=0.1045, over 2468242.41 frames. utt_duration=1238 frames, utt_pad_proportion=0.0639, over 7986.62 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3495, pruned_loss=0.1115, over 2475442.70 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07858, over 22922.87 utterances.], batch size: 62, lr: 7.94e-04
2022-08-21 18:08:36,667 INFO [train.py:927] (0/8) Epoch 3, batch 17000, giga_loss[loss=0.2498, simple_loss=0.3123, pruned_loss=0.09368, over 12361.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3482, pruned_loss=0.1112, over 2475445.25 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07414, over 21023.70 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3409, pruned_loss=0.1046, over 2468091.99 frames. utt_duration=1231 frames, utt_pad_proportion=0.06758, over 8031.65 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.349, pruned_loss=0.1115, over 2476047.37 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07344, over 22538.63 utterances.], batch size: 58, lr: 7.94e-04
2022-08-21 18:10:23,084 INFO [train.py:927] (0/8) Epoch 3, batch 17050, giga_loss[loss=0.2799, simple_loss=0.3576, pruned_loss=0.1011, over 12328.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03515, over 62.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3495, pruned_loss=0.1124, over 2475630.83 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08067, over 22102.20 utterances.], libri_tot_loss[loss=0.2756, simple_loss=0.3413, pruned_loss=0.105, over 2468196.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.07129, over 8103.37 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3498, pruned_loss=0.1123, over 2476077.72 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07876, over 23342.98 utterances.], batch size: 62, lr: 7.94e-04
2022-08-21 18:12:07,947 INFO [train.py:927] (0/8) Epoch 3, batch 17100, giga_loss[loss=0.2809, simple_loss=0.3507, pruned_loss=0.1055, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03562, over 122.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3494, pruned_loss=0.1118, over 2475155.79 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07767, over 21509.74 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3414, pruned_loss=0.1053, over 2468178.35 frames. utt_duration=1210 frames, utt_pad_proportion=0.07435, over 8167.89 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3496, pruned_loss=0.1115, over 2475622.32 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07518, over 22605.78 utterances.], batch size: 122, lr: 7.94e-04
2022-08-21 18:13:49,828 INFO [train.py:927] (0/8) Epoch 3, batch 17150, giga_loss[loss=0.2738, simple_loss=0.3413, pruned_loss=0.1031, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03263, over 42.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3477, pruned_loss=0.1103, over 2474369.58 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07501, over 20965.62 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3404, pruned_loss=0.1049, over 2467640.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.0728, over 8113.55 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.349, pruned_loss=0.1106, over 2475437.39 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07367, over 22245.59 utterances.], batch size: 42, lr: 7.93e-04
2022-08-21 18:15:34,571 INFO [train.py:927] (0/8) Epoch 3, batch 17200, giga_loss[loss=0.2316, simple_loss=0.3018, pruned_loss=0.08065, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03883, over 40.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3466, pruned_loss=0.1091, over 2474998.36 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07131, over 20756.41 utterances.], libri_tot_loss[loss=0.2752, simple_loss=0.3407, pruned_loss=0.1049, over 2467796.37 frames. utt_duration=1219 frames, utt_pad_proportion=0.07222, over 8110.41 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3474, pruned_loss=0.1094, over 2475764.99 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07061, over 21876.46 utterances.], batch size: 40, lr: 7.93e-04
2022-08-21 18:16:02,806 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-70000.pt
2022-08-21 18:17:27,381 INFO [train.py:927] (0/8) Epoch 3, batch 17250, giga_loss[loss=0.2834, simple_loss=0.3468, pruned_loss=0.11, over 12363.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3441, pruned_loss=0.1068, over 2474762.65 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07334, over 20759.57 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3418, pruned_loss=0.1046, over 2467707.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.07092, over 8076.06 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3439, pruned_loss=0.1073, over 2475578.01 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07304, over 21938.44 utterances.], batch size: 97, lr: 7.93e-04
2022-08-21 18:19:10,392 INFO [train.py:927] (0/8) Epoch 3, batch 17300, libri_loss[loss=0.2648, simple_loss=0.3349, pruned_loss=0.09736, over 12454.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03432, over 46.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.341, pruned_loss=0.1059, over 2474348.16 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0737, over 20087.57 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3411, pruned_loss=0.1044, over 2467816.77 frames. utt_duration=1223 frames, utt_pad_proportion=0.06944, over 8079.91 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3415, pruned_loss=0.1066, over 2475222.92 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07404, over 21621.92 utterances.], batch size: 46, lr: 7.92e-04
2022-08-21 18:20:56,221 INFO [train.py:927] (0/8) Epoch 3, batch 17350, libri_loss[loss=0.2313, simple_loss=0.3042, pruned_loss=0.07919, over 12331.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006399, over 33.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3395, pruned_loss=0.1048, over 2473536.28 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07311, over 20652.78 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3405, pruned_loss=0.104, over 2467735.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06841, over 8053.50 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3405, pruned_loss=0.1057, over 2474425.60 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07379, over 22132.29 utterances.], batch size: 33, lr: 7.92e-04
2022-08-21 18:22:38,813 INFO [train.py:927] (0/8) Epoch 3, batch 17400, giga_loss[loss=0.2602, simple_loss=0.3374, pruned_loss=0.09149, over 12397.00 frames. utt_duration=311.2 frames, utt_pad_proportion=0.04258, over 160.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3375, pruned_loss=0.1011, over 2474687.97 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07286, over 21281.21 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3404, pruned_loss=0.104, over 2467961.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.06718, over 8041.36 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3384, pruned_loss=0.1019, over 2475323.16 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07384, over 22754.11 utterances.], batch size: 160, lr: 7.92e-04
2022-08-21 18:24:23,051 INFO [train.py:927] (0/8) Epoch 3, batch 17450, giga_loss[loss=0.2579, simple_loss=0.3296, pruned_loss=0.09311, over 12344.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3345, pruned_loss=0.09785, over 2475011.12 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07111, over 22259.98 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3397, pruned_loss=0.1036, over 2467886.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.0658, over 7992.77 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3357, pruned_loss=0.0987, over 2475772.08 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07241, over 23878.47 utterances.], batch size: 91, lr: 7.92e-04
2022-08-21 18:26:07,277 INFO [train.py:927] (0/8) Epoch 3, batch 17500, giga_loss[loss=0.2407, simple_loss=0.327, pruned_loss=0.07716, over 12372.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06084, over 182.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3314, pruned_loss=0.09336, over 2475102.59 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07005, over 22663.17 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3391, pruned_loss=0.1032, over 2467846.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06526, over 7972.05 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3327, pruned_loss=0.09423, over 2475816.90 frames. utt_duration=411.5 frames, utt_pad_proportion=0.07132, over 24153.31 utterances.], batch size: 182, lr: 7.91e-04
2022-08-21 18:27:49,636 INFO [train.py:927] (0/8) Epoch 3, batch 17550, giga_loss[loss=0.2174, simple_loss=0.3056, pruned_loss=0.06461, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02898, over 70.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3293, pruned_loss=0.09143, over 2475053.29 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07261, over 23149.89 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3384, pruned_loss=0.1029, over 2467770.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06403, over 7941.03 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09224, over 2475837.80 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07383, over 24684.55 utterances.], batch size: 70, lr: 7.91e-04
2022-08-21 18:29:34,366 INFO [train.py:927] (0/8) Epoch 3, batch 17600, giga_loss[loss=0.2799, simple_loss=0.3344, pruned_loss=0.1127, over 12399.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09974, over 257.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3268, pruned_loss=0.089, over 2475189.20 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07684, over 24202.00 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3389, pruned_loss=0.1029, over 2467833.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06725, over 7999.53 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3273, pruned_loss=0.08935, over 2475893.67 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07676, over 25645.39 utterances.], batch size: 257, lr: 7.91e-04
2022-08-21 18:31:17,493 INFO [train.py:927] (0/8) Epoch 3, batch 17650, giga_loss[loss=0.2516, simple_loss=0.3292, pruned_loss=0.08702, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07021, over 212.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3262, pruned_loss=0.08819, over 2475333.20 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07585, over 24191.45 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3388, pruned_loss=0.1033, over 2467399.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.07063, over 8040.46 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3263, pruned_loss=0.08776, over 2476558.41 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07506, over 25809.01 utterances.], batch size: 212, lr: 7.91e-04
2022-08-21 18:33:00,540 INFO [train.py:927] (0/8) Epoch 3, batch 17700, giga_loss[loss=0.2141, simple_loss=0.3033, pruned_loss=0.06243, over 12403.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3222, pruned_loss=0.08527, over 2474804.27 frames. utt_duration=415.2 frames, utt_pad_proportion=0.07675, over 23928.26 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3384, pruned_loss=0.1031, over 2467209.98 frames. utt_duration=1234 frames, utt_pad_proportion=0.06906, over 8008.70 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3223, pruned_loss=0.08466, over 2476167.21 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07656, over 25702.20 utterances.], batch size: 146, lr: 7.90e-04
2022-08-21 18:34:44,678 INFO [train.py:927] (0/8) Epoch 3, batch 17750, giga_loss[loss=0.2196, simple_loss=0.3046, pruned_loss=0.06735, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05349, over 162.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3181, pruned_loss=0.08301, over 2474877.43 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0796, over 24444.80 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3377, pruned_loss=0.1028, over 2467237.04 frames. utt_duration=1240 frames, utt_pad_proportion=0.06732, over 7970.75 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3182, pruned_loss=0.08208, over 2476244.09 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07981, over 26494.10 utterances.], batch size: 162, lr: 7.90e-04
2022-08-21 18:36:30,472 INFO [train.py:927] (0/8) Epoch 3, batch 17800, giga_loss[loss=0.2485, simple_loss=0.3231, pruned_loss=0.08699, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03338, over 80.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08273, over 2474942.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07929, over 24563.97 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3373, pruned_loss=0.1027, over 2467318.88 frames. utt_duration=1226 frames, utt_pad_proportion=0.07098, over 8060.78 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08141, over 2476283.05 frames. utt_duration=372 frames, utt_pad_proportion=0.07867, over 26728.30 utterances.], batch size: 80, lr: 7.90e-04
2022-08-21 18:38:29,902 INFO [train.py:927] (0/8) Epoch 3, batch 17850, giga_loss[loss=0.2179, simple_loss=0.311, pruned_loss=0.06237, over 12468.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03032, over 75.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.08204, over 2475458.29 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07939, over 25176.95 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3372, pruned_loss=0.1025, over 2467187.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06985, over 8041.66 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3176, pruned_loss=0.08081, over 2476796.15 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07925, over 27225.31 utterances.], batch size: 75, lr: 7.89e-04
2022-08-21 18:40:36,389 INFO [train.py:927] (0/8) Epoch 3, batch 17900, giga_loss[loss=0.2269, simple_loss=0.3081, pruned_loss=0.07286, over 12418.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03057, over 122.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08185, over 2475876.90 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07794, over 25093.15 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3376, pruned_loss=0.1028, over 2467620.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07417, over 8137.62 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08005, over 2476783.79 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07688, over 27109.59 utterances.], batch size: 122, lr: 7.89e-04
2022-08-21 18:42:37,049 INFO [train.py:927] (0/8) Epoch 3, batch 17950, giga_loss[loss=0.1737, simple_loss=0.2662, pruned_loss=0.04064, over 12351.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02789, over 48.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3166, pruned_loss=0.08017, over 2476196.17 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07627, over 24573.58 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3375, pruned_loss=0.103, over 2467951.34 frames. utt_duration=1207 frames, utt_pad_proportion=0.07668, over 8189.89 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3151, pruned_loss=0.07789, over 2476863.30 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07477, over 26618.02 utterances.], batch size: 48, lr: 7.89e-04
2022-08-21 18:44:46,468 INFO [train.py:927] (0/8) Epoch 3, batch 18000, giga_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07387, over 12409.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06666, over 212.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3139, pruned_loss=0.07927, over 2476366.76 frames. utt_duration=402 frames, utt_pad_proportion=0.07625, over 24722.85 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3377, pruned_loss=0.1029, over 2467731.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.07549, over 8173.28 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3122, pruned_loss=0.07714, over 2477229.73 frames. utt_duration=373 frames, utt_pad_proportion=0.07538, over 26656.31 utterances.], batch size: 212, lr: 7.89e-04
2022-08-21 18:44:46,485 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 18:45:00,444 INFO [train.py:967] (0/8) Epoch 3, validation: loss=0.1991, simple_loss=0.3088, pruned_loss=0.04474, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 18:46:58,009 INFO [train.py:927] (0/8) Epoch 3, batch 18050, giga_loss[loss=0.22, simple_loss=0.3044, pruned_loss=0.06779, over 12326.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3129, pruned_loss=0.07849, over 2476815.55 frames. utt_duration=402.4 frames, utt_pad_proportion=0.07294, over 24700.01 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3372, pruned_loss=0.1025, over 2467749.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.0747, over 8145.83 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3116, pruned_loss=0.07678, over 2477616.72 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07266, over 26478.92 utterances.], batch size: 51, lr: 7.88e-04
2022-08-21 18:49:10,554 INFO [train.py:927] (0/8) Epoch 3, batch 18100, giga_loss[loss=0.2401, simple_loss=0.3229, pruned_loss=0.07862, over 12407.00 frames. utt_duration=275.4 frames, utt_pad_proportion=0.0535, over 181.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.0795, over 2477034.93 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07017, over 24329.73 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3369, pruned_loss=0.1025, over 2467544.46 frames. utt_duration=1215 frames, utt_pad_proportion=0.07351, over 8132.53 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3138, pruned_loss=0.07738, over 2478195.10 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07043, over 26295.99 utterances.], batch size: 181, lr: 7.88e-04
2022-08-21 18:51:16,262 INFO [train.py:927] (0/8) Epoch 3, batch 18150, giga_loss[loss=0.247, simple_loss=0.3266, pruned_loss=0.08372, over 12445.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02623, over 122.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07811, over 2477098.09 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06841, over 23970.06 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3363, pruned_loss=0.1022, over 2467745.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.07322, over 8124.87 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3118, pruned_loss=0.0763, over 2477997.36 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06881, over 25808.82 utterances.], batch size: 122, lr: 7.88e-04
2022-08-21 18:53:21,205 INFO [train.py:927] (0/8) Epoch 3, batch 18200, giga_loss[loss=0.1916, simple_loss=0.2606, pruned_loss=0.06123, over 12389.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1768, over 357.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3155, pruned_loss=0.07666, over 2477533.93 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06629, over 24306.73 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.337, pruned_loss=0.1021, over 2467734.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.07346, over 8136.68 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3139, pruned_loss=0.07517, over 2478321.82 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06662, over 25875.68 utterances.], batch size: 357, lr: 7.87e-04
2022-08-21 18:55:26,962 INFO [train.py:927] (0/8) Epoch 3, batch 18250, libri_loss[loss=0.2476, simple_loss=0.3175, pruned_loss=0.08887, over 12460.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005403, over 35.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3167, pruned_loss=0.07616, over 2477094.18 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06906, over 24885.13 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3376, pruned_loss=0.1023, over 2467517.46 frames. utt_duration=1206 frames, utt_pad_proportion=0.07604, over 8194.97 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3143, pruned_loss=0.074, over 2478212.15 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06849, over 26582.93 utterances.], batch size: 35, lr: 7.87e-04
2022-08-21 18:57:31,077 INFO [train.py:927] (0/8) Epoch 3, batch 18300, giga_loss[loss=0.2212, simple_loss=0.3001, pruned_loss=0.0711, over 12375.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02773, over 85.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3162, pruned_loss=0.07662, over 2477211.12 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06842, over 24184.41 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2467644.21 frames. utt_duration=1206 frames, utt_pad_proportion=0.07485, over 8192.65 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3143, pruned_loss=0.07421, over 2478352.99 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06832, over 26162.83 utterances.], batch size: 85, lr: 7.87e-04
2022-08-21 19:00:00,258 INFO [train.py:927] (0/8) Epoch 3, batch 18350, giga_loss[loss=0.2161, simple_loss=0.3018, pruned_loss=0.06517, over 12274.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02478, over 45.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3169, pruned_loss=0.07825, over 2477181.32 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07028, over 24220.01 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3364, pruned_loss=0.102, over 2467596.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.07351, over 8163.21 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3149, pruned_loss=0.07546, over 2478470.43 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07029, over 26372.10 utterances.], batch size: 45, lr: 7.87e-04
2022-08-21 19:02:06,314 INFO [train.py:927] (0/8) Epoch 3, batch 18400, giga_loss[loss=0.2164, simple_loss=0.3015, pruned_loss=0.06563, over 12456.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02776, over 80.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3141, pruned_loss=0.07718, over 2477893.92 frames. utt_duration=398 frames, utt_pad_proportion=0.07437, over 24978.21 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3362, pruned_loss=0.1017, over 2467939.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.07242, over 8147.16 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3124, pruned_loss=0.07472, over 2478830.47 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07436, over 27077.27 utterances.], batch size: 80, lr: 7.86e-04
2022-08-21 19:04:08,129 INFO [train.py:927] (0/8) Epoch 3, batch 18450, giga_loss[loss=0.2596, simple_loss=0.3383, pruned_loss=0.09044, over 12456.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03302, over 105.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3128, pruned_loss=0.07699, over 2477186.46 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06867, over 23543.57 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3353, pruned_loss=0.1013, over 2468018.05 frames. utt_duration=1216 frames, utt_pad_proportion=0.07095, over 8131.09 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3111, pruned_loss=0.0742, over 2478354.99 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06958, over 26060.37 utterances.], batch size: 105, lr: 7.86e-04
2022-08-21 19:06:11,816 INFO [train.py:927] (0/8) Epoch 3, batch 18500, giga_loss[loss=0.2456, simple_loss=0.3167, pruned_loss=0.08728, over 12387.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07092, over 211.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3134, pruned_loss=0.07686, over 2477968.21 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06638, over 23599.27 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3353, pruned_loss=0.1013, over 2468143.96 frames. utt_duration=1217 frames, utt_pad_proportion=0.07066, over 8125.43 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.312, pruned_loss=0.07451, over 2478809.64 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06737, over 25647.25 utterances.], batch size: 211, lr: 7.86e-04
2022-08-21 19:08:20,331 INFO [train.py:927] (0/8) Epoch 3, batch 18550, giga_loss[loss=0.2119, simple_loss=0.2936, pruned_loss=0.06516, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3128, pruned_loss=0.07675, over 2478386.97 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06569, over 23992.88 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3354, pruned_loss=0.1014, over 2468112.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.07016, over 8113.23 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3113, pruned_loss=0.07461, over 2479159.00 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06663, over 25757.62 utterances.], batch size: 105, lr: 7.86e-04
2022-08-21 19:10:34,437 INFO [train.py:927] (0/8) Epoch 3, batch 18600, giga_loss[loss=0.2119, simple_loss=0.3002, pruned_loss=0.06179, over 12415.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05798, over 182.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3151, pruned_loss=0.07731, over 2478504.40 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06686, over 24167.56 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.336, pruned_loss=0.1017, over 2468094.41 frames. utt_duration=1214 frames, utt_pad_proportion=0.06968, over 8143.31 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3127, pruned_loss=0.07461, over 2479468.10 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06764, over 26048.38 utterances.], batch size: 182, lr: 7.85e-04
2022-08-21 19:12:51,058 INFO [train.py:927] (0/8) Epoch 3, batch 18650, libri_loss[loss=0.2439, simple_loss=0.3072, pruned_loss=0.09034, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00661, over 32.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07628, over 2478297.55 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06787, over 24572.16 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3352, pruned_loss=0.1012, over 2467849.62 frames. utt_duration=1219 frames, utt_pad_proportion=0.06872, over 8104.74 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3113, pruned_loss=0.07409, over 2479483.02 frames. utt_duration=377 frames, utt_pad_proportion=0.06869, over 26390.51 utterances.], batch size: 32, lr: 7.85e-04
2022-08-21 19:14:53,967 INFO [train.py:927] (0/8) Epoch 3, batch 18700, giga_loss[loss=0.1888, simple_loss=0.2709, pruned_loss=0.05331, over 12430.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05763, over 182.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07606, over 2478315.29 frames. utt_duration=402 frames, utt_pad_proportion=0.07128, over 24731.95 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3355, pruned_loss=0.1014, over 2468010.03 frames. utt_duration=1201 frames, utt_pad_proportion=0.0757, over 8229.42 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07344, over 2479386.14 frames. utt_duration=375 frames, utt_pad_proportion=0.0697, over 26528.13 utterances.], batch size: 182, lr: 7.85e-04
2022-08-21 19:16:47,009 INFO [train.py:927] (0/8) Epoch 3, batch 18750, giga_loss[loss=0.2347, simple_loss=0.3136, pruned_loss=0.07787, over 12411.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02823, over 58.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07627, over 2478383.47 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07149, over 24036.37 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3358, pruned_loss=0.1012, over 2468393.97 frames. utt_duration=1206 frames, utt_pad_proportion=0.07429, over 8200.62 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3079, pruned_loss=0.07366, over 2479174.34 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07053, over 25940.58 utterances.], batch size: 58, lr: 7.84e-04
2022-08-21 19:18:49,484 INFO [train.py:927] (0/8) Epoch 3, batch 18800, giga_loss[loss=0.2152, simple_loss=0.3009, pruned_loss=0.06477, over 12444.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04847, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07482, over 2478458.20 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06848, over 24320.25 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3353, pruned_loss=0.1009, over 2468388.05 frames. utt_duration=1208 frames, utt_pad_proportion=0.07299, over 8181.83 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3065, pruned_loss=0.07244, over 2479318.27 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06824, over 26203.41 utterances.], batch size: 161, lr: 7.84e-04
2022-08-21 19:21:02,364 INFO [train.py:927] (0/8) Epoch 3, batch 18850, giga_loss[loss=0.2285, simple_loss=0.3177, pruned_loss=0.06968, over 12331.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.0742, over 2478213.66 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06997, over 24062.29 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3351, pruned_loss=0.1009, over 2468759.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.07135, over 8151.80 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3045, pruned_loss=0.07158, over 2478829.00 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07012, over 26032.30 utterances.], batch size: 51, lr: 7.84e-04
2022-08-21 19:23:12,448 INFO [train.py:927] (0/8) Epoch 3, batch 18900, giga_loss[loss=0.2143, simple_loss=0.2943, pruned_loss=0.06714, over 12394.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.307, pruned_loss=0.07384, over 2478132.16 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06675, over 23959.57 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3351, pruned_loss=0.1008, over 2468443.60 frames. utt_duration=1215 frames, utt_pad_proportion=0.07016, over 8136.16 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3045, pruned_loss=0.07121, over 2479097.49 frames. utt_duration=384 frames, utt_pad_proportion=0.0674, over 25900.64 utterances.], batch size: 133, lr: 7.84e-04
2022-08-21 19:25:11,594 INFO [train.py:927] (0/8) Epoch 3, batch 18950, giga_loss[loss=0.197, simple_loss=0.285, pruned_loss=0.0545, over 12422.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03606, over 105.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.307, pruned_loss=0.07319, over 2477962.41 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06832, over 24212.41 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.336, pruned_loss=0.1006, over 2468431.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.06911, over 8107.63 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07083, over 2478911.56 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06901, over 26054.14 utterances.], batch size: 105, lr: 7.83e-04
2022-08-21 19:27:13,212 INFO [train.py:927] (0/8) Epoch 3, batch 19000, giga_loss[loss=0.234, simple_loss=0.3002, pruned_loss=0.08384, over 12376.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3087, pruned_loss=0.07325, over 2477814.25 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06882, over 25121.49 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.336, pruned_loss=0.1006, over 2468108.73 frames. utt_duration=1223 frames, utt_pad_proportion=0.06838, over 8083.14 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3058, pruned_loss=0.07103, over 2478965.65 frames. utt_duration=371.1 frames, utt_pad_proportion=0.0695, over 26806.67 utterances.], batch size: 365, lr: 7.83e-04
2022-08-21 19:29:13,459 INFO [train.py:927] (0/8) Epoch 3, batch 19050, libri_loss[loss=0.2689, simple_loss=0.3392, pruned_loss=0.09929, over 12239.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006126, over 34.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3092, pruned_loss=0.07328, over 2477683.02 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07023, over 25645.49 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3359, pruned_loss=0.1005, over 2467939.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.0674, over 8069.51 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3064, pruned_loss=0.07107, over 2478969.40 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07095, over 27323.18 utterances.], batch size: 34, lr: 7.83e-04
2022-08-21 19:31:15,820 INFO [train.py:927] (0/8) Epoch 3, batch 19100, giga_loss[loss=0.2224, simple_loss=0.3076, pruned_loss=0.06856, over 12427.00 frames. utt_duration=858.5 frames, utt_pad_proportion=0.02447, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3074, pruned_loss=0.07231, over 2477798.60 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07055, over 24961.89 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3361, pruned_loss=0.1007, over 2468236.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06643, over 8074.13 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.06997, over 2478736.98 frames. utt_duration=374 frames, utt_pad_proportion=0.07139, over 26593.67 utterances.], batch size: 58, lr: 7.83e-04
2022-08-21 19:33:18,621 INFO [train.py:927] (0/8) Epoch 3, batch 19150, giga_loss[loss=0.2315, simple_loss=0.3074, pruned_loss=0.07781, over 12407.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09661, over 256.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3061, pruned_loss=0.07294, over 2478174.80 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07004, over 24822.75 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2468382.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06465, over 8047.94 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.303, pruned_loss=0.06976, over 2479131.85 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0713, over 26718.46 utterances.], batch size: 256, lr: 7.82e-04
2022-08-21 19:35:28,614 INFO [train.py:927] (0/8) Epoch 3, batch 19200, giga_loss[loss=0.2053, simple_loss=0.2828, pruned_loss=0.06386, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03772, over 31.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3087, pruned_loss=0.07417, over 2478145.88 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07168, over 25717.56 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3366, pruned_loss=0.1013, over 2468470.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06389, over 8040.23 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07108, over 2478963.73 frames. utt_duration=362.3 frames, utt_pad_proportion=0.07279, over 27463.38 utterances.], batch size: 31, lr: 7.82e-04
2022-08-21 19:36:00,359 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-72000.pt
2022-08-21 19:37:32,833 INFO [train.py:927] (0/8) Epoch 3, batch 19250, giga_loss[loss=0.26, simple_loss=0.3371, pruned_loss=0.09148, over 12382.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3097, pruned_loss=0.07527, over 2477786.59 frames. utt_duration=395 frames, utt_pad_proportion=0.07114, over 25167.75 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.336, pruned_loss=0.1009, over 2468661.90 frames. utt_duration=1218 frames, utt_pad_proportion=0.06783, over 8116.88 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3065, pruned_loss=0.07215, over 2478598.15 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07113, over 27136.88 utterances.], batch size: 146, lr: 7.82e-04
2022-08-21 19:39:34,619 INFO [train.py:927] (0/8) Epoch 3, batch 19300, giga_loss[loss=0.2206, simple_loss=0.3117, pruned_loss=0.06479, over 12453.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03523, over 98.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3128, pruned_loss=0.07651, over 2478165.58 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07286, over 25256.88 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3358, pruned_loss=0.1008, over 2468979.39 frames. utt_duration=1217 frames, utt_pad_proportion=0.06691, over 8122.88 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3097, pruned_loss=0.07351, over 2478768.92 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07306, over 27317.32 utterances.], batch size: 98, lr: 7.81e-04
2022-08-21 19:41:55,551 INFO [train.py:927] (0/8) Epoch 3, batch 19350, giga_loss[loss=0.2423, simple_loss=0.3136, pruned_loss=0.08554, over 12429.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3112, pruned_loss=0.07522, over 2478034.24 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06984, over 24968.07 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3359, pruned_loss=0.1008, over 2468875.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.06643, over 8105.69 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3085, pruned_loss=0.07254, over 2478689.98 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07033, over 26766.37 utterances.], batch size: 161, lr: 7.81e-04
2022-08-21 19:43:54,191 INFO [train.py:927] (0/8) Epoch 3, batch 19400, libri_loss[loss=0.2367, simple_loss=0.3131, pruned_loss=0.08021, over 12193.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005845, over 33.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3113, pruned_loss=0.07576, over 2478253.69 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06804, over 24789.88 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3361, pruned_loss=0.1011, over 2468821.21 frames. utt_duration=1223 frames, utt_pad_proportion=0.06501, over 8081.78 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3082, pruned_loss=0.0727, over 2479124.38 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06896, over 26709.88 utterances.], batch size: 33, lr: 7.81e-04
2022-08-21 19:46:00,391 INFO [train.py:927] (0/8) Epoch 3, batch 19450, giga_loss[loss=0.1838, simple_loss=0.2728, pruned_loss=0.04734, over 12334.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07624, over 2478307.81 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06625, over 24376.55 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2468762.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.06463, over 8094.03 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3073, pruned_loss=0.07299, over 2479352.80 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06723, over 26428.78 utterances.], batch size: 62, lr: 7.81e-04
2022-08-21 19:48:06,350 INFO [train.py:927] (0/8) Epoch 3, batch 19500, giga_loss[loss=0.2219, simple_loss=0.3071, pruned_loss=0.0683, over 12446.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0358, over 105.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.309, pruned_loss=0.0741, over 2478437.59 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06278, over 23597.91 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2468778.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06388, over 8077.73 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3062, pruned_loss=0.07123, over 2479359.50 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06403, over 25436.14 utterances.], batch size: 105, lr: 7.80e-04
2022-08-21 19:49:59,048 INFO [train.py:927] (0/8) Epoch 3, batch 19550, giga_loss[loss=0.2071, simple_loss=0.2956, pruned_loss=0.05936, over 12348.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3101, pruned_loss=0.07281, over 2477787.96 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06404, over 23217.03 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3367, pruned_loss=0.1012, over 2469097.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.0637, over 8095.58 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3067, pruned_loss=0.0698, over 2478444.30 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06502, over 25002.46 utterances.], batch size: 51, lr: 7.80e-04
2022-08-21 19:52:09,565 INFO [train.py:927] (0/8) Epoch 3, batch 19600, giga_loss[loss=0.2122, simple_loss=0.3054, pruned_loss=0.05952, over 12331.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03026, over 66.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3106, pruned_loss=0.07303, over 2477634.30 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06132, over 23146.82 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3365, pruned_loss=0.101, over 2468877.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06231, over 8075.85 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3073, pruned_loss=0.07001, over 2478609.87 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06269, over 25023.15 utterances.], batch size: 66, lr: 7.80e-04
2022-08-21 19:54:19,882 INFO [train.py:927] (0/8) Epoch 3, batch 19650, giga_loss[loss=0.2262, simple_loss=0.3194, pruned_loss=0.06649, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03426, over 113.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3103, pruned_loss=0.07325, over 2477693.90 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06529, over 24194.67 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3364, pruned_loss=0.1012, over 2468830.03 frames. utt_duration=1230 frames, utt_pad_proportion=0.06091, over 8038.02 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3071, pruned_loss=0.06999, over 2478748.62 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06641, over 26110.83 utterances.], batch size: 113, lr: 7.80e-04
2022-08-21 19:56:25,890 INFO [train.py:927] (0/8) Epoch 3, batch 19700, giga_loss[loss=0.2601, simple_loss=0.3462, pruned_loss=0.087, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04021, over 113.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3116, pruned_loss=0.07373, over 2477430.30 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06445, over 24095.65 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3361, pruned_loss=0.1008, over 2468490.72 frames. utt_duration=1235 frames, utt_pad_proportion=0.05891, over 8004.01 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3081, pruned_loss=0.07014, over 2479020.55 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06607, over 26442.22 utterances.], batch size: 113, lr: 7.79e-04
2022-08-21 19:58:48,392 INFO [train.py:927] (0/8) Epoch 3, batch 19750, giga_loss[loss=0.3004, simple_loss=0.3493, pruned_loss=0.1257, over 12390.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09889, over 256.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3129, pruned_loss=0.07353, over 2477580.43 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06243, over 24142.60 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3359, pruned_loss=0.1007, over 2468429.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.05874, over 7991.99 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3102, pruned_loss=0.07072, over 2478912.78 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06391, over 26054.92 utterances.], batch size: 256, lr: 7.79e-04
2022-08-21 20:01:12,102 INFO [train.py:927] (0/8) Epoch 3, batch 19800, libri_loss[loss=0.3072, simple_loss=0.3486, pruned_loss=0.1328, over 12471.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004466, over 35.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3125, pruned_loss=0.07347, over 2478259.77 frames. utt_duration=416 frames, utt_pad_proportion=0.06109, over 23895.65 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3367, pruned_loss=0.1008, over 2468926.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.05791, over 7960.41 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3093, pruned_loss=0.07063, over 2479040.68 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06262, over 25728.62 utterances.], batch size: 35, lr: 7.79e-04
2022-08-21 20:03:15,274 INFO [train.py:927] (0/8) Epoch 3, batch 19850, giga_loss[loss=0.1905, simple_loss=0.2891, pruned_loss=0.04597, over 12369.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3123, pruned_loss=0.07308, over 2478118.43 frames. utt_duration=414.4 frames, utt_pad_proportion=0.05979, over 23985.13 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3373, pruned_loss=0.1014, over 2468834.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.06225, over 8067.20 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3086, pruned_loss=0.06964, over 2479038.55 frames. utt_duration=386.8 frames, utt_pad_proportion=0.05993, over 25712.70 utterances.], batch size: 70, lr: 7.79e-04
2022-08-21 20:05:10,654 INFO [train.py:927] (0/8) Epoch 3, batch 19900, giga_loss[loss=0.2653, simple_loss=0.3423, pruned_loss=0.09414, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04478, over 146.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3135, pruned_loss=0.07479, over 2478473.78 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0681, over 24806.25 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3363, pruned_loss=0.101, over 2468855.22 frames. utt_duration=1220 frames, utt_pad_proportion=0.06483, over 8104.37 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3105, pruned_loss=0.07123, over 2479622.25 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06683, over 26845.00 utterances.], batch size: 146, lr: 7.78e-04
2022-08-21 20:07:04,410 INFO [train.py:927] (0/8) Epoch 3, batch 19950, giga_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07201, over 12452.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03537, over 98.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.312, pruned_loss=0.07435, over 2478142.45 frames. utt_duration=414.8 frames, utt_pad_proportion=0.0661, over 23963.88 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3359, pruned_loss=0.101, over 2468830.62 frames. utt_duration=1226 frames, utt_pad_proportion=0.06344, over 8065.76 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3092, pruned_loss=0.07082, over 2479341.13 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0656, over 26086.70 utterances.], batch size: 98, lr: 7.78e-04
2022-08-21 20:08:58,948 INFO [train.py:927] (0/8) Epoch 3, batch 20000, giga_loss[loss=0.2392, simple_loss=0.3199, pruned_loss=0.07922, over 12373.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.04731, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.07534, over 2477399.58 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06833, over 23859.46 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3354, pruned_loss=0.1008, over 2468887.11 frames. utt_duration=1221 frames, utt_pad_proportion=0.06642, over 8100.34 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.31, pruned_loss=0.07199, over 2478553.81 frames. utt_duration=383 frames, utt_pad_proportion=0.06704, over 25963.92 utterances.], batch size: 161, lr: 7.78e-04
2022-08-21 20:10:43,326 INFO [train.py:927] (0/8) Epoch 3, batch 20050, giga_loss[loss=0.2887, simple_loss=0.3682, pruned_loss=0.1046, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03587, over 62.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3216, pruned_loss=0.0807, over 2477085.03 frames. utt_duration=443.2 frames, utt_pad_proportion=0.06597, over 22419.50 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3357, pruned_loss=0.1009, over 2469106.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.0664, over 8123.86 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3192, pruned_loss=0.07762, over 2477905.15 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06503, over 24268.89 utterances.], batch size: 62, lr: 7.77e-04
2022-08-21 20:12:28,603 INFO [train.py:927] (0/8) Epoch 3, batch 20100, giga_loss[loss=0.2512, simple_loss=0.3053, pruned_loss=0.0985, over 12374.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 366.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3238, pruned_loss=0.08227, over 2476153.70 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06467, over 21503.97 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.337, pruned_loss=0.101, over 2468753.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.06579, over 8120.26 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3204, pruned_loss=0.07915, over 2477354.34 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06409, over 23428.45 utterances.], batch size: 366, lr: 7.77e-04
2022-08-21 20:14:11,834 INFO [train.py:927] (0/8) Epoch 3, batch 20150, libri_loss[loss=0.2837, simple_loss=0.3284, pruned_loss=0.1195, over 12459.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009705, over 39.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3168, pruned_loss=0.08022, over 2475390.73 frames. utt_duration=499 frames, utt_pad_proportion=0.06083, over 19893.75 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3368, pruned_loss=0.1011, over 2468946.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.06526, over 8144.10 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3138, pruned_loss=0.07703, over 2476362.91 frames. utt_duration=456.6 frames, utt_pad_proportion=0.06079, over 21756.39 utterances.], batch size: 39, lr: 7.77e-04
2022-08-21 20:15:54,680 INFO [train.py:927] (0/8) Epoch 3, batch 20200, giga_loss[loss=0.2407, simple_loss=0.2886, pruned_loss=0.09636, over 12397.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3086, pruned_loss=0.0778, over 2474871.46 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06467, over 20132.85 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3367, pruned_loss=0.1013, over 2468802.74 frames. utt_duration=1206 frames, utt_pad_proportion=0.06827, over 8195.65 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3059, pruned_loss=0.07467, over 2475912.43 frames. utt_duration=456 frames, utt_pad_proportion=0.06334, over 21780.13 utterances.], batch size: 260, lr: 7.77e-04
2022-08-21 20:17:36,967 INFO [train.py:927] (0/8) Epoch 3, batch 20250, libri_loss[loss=0.2382, simple_loss=0.2975, pruned_loss=0.08941, over 12346.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006032, over 33.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3025, pruned_loss=0.07568, over 2474385.63 frames. utt_duration=518 frames, utt_pad_proportion=0.06323, over 19160.07 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3361, pruned_loss=0.1011, over 2468469.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.06646, over 8147.62 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07245, over 2475755.50 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06282, over 20958.44 utterances.], batch size: 33, lr: 7.76e-04
2022-08-21 20:19:19,933 INFO [train.py:927] (0/8) Epoch 3, batch 20300, giga_loss[loss=0.1763, simple_loss=0.2538, pruned_loss=0.0494, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03772, over 30.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.2979, pruned_loss=0.07423, over 2474124.58 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06913, over 19464.07 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3356, pruned_loss=0.1009, over 2468356.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.06513, over 8119.11 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.295, pruned_loss=0.07103, over 2475496.04 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06881, over 21290.11 utterances.], batch size: 30, lr: 7.76e-04
2022-08-21 20:21:05,253 INFO [train.py:927] (0/8) Epoch 3, batch 20350, giga_loss[loss=0.1926, simple_loss=0.2708, pruned_loss=0.0572, over 12370.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03193, over 62.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2921, pruned_loss=0.07111, over 2473661.60 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06846, over 19522.74 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3356, pruned_loss=0.1007, over 2468370.89 frames. utt_duration=1221 frames, utt_pad_proportion=0.06422, over 8094.95 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.289, pruned_loss=0.06822, over 2474831.15 frames. utt_duration=468.3 frames, utt_pad_proportion=0.0686, over 21202.62 utterances.], batch size: 62, lr: 7.76e-04
2022-08-21 20:22:48,948 INFO [train.py:927] (0/8) Epoch 3, batch 20400, giga_loss[loss=0.1801, simple_loss=0.2558, pruned_loss=0.05222, over 12425.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.02414, over 70.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2878, pruned_loss=0.0693, over 2473636.86 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06404, over 18814.84 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3354, pruned_loss=0.1007, over 2468426.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.06294, over 8082.36 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2843, pruned_loss=0.06615, over 2474661.12 frames. utt_duration=485 frames, utt_pad_proportion=0.06497, over 20471.50 utterances.], batch size: 70, lr: 7.76e-04
2022-08-21 20:24:32,972 INFO [train.py:927] (0/8) Epoch 3, batch 20450, giga_loss[loss=0.2045, simple_loss=0.265, pruned_loss=0.07201, over 12412.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03948, over 105.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2815, pruned_loss=0.06646, over 2474044.38 frames. utt_duration=537.9 frames, utt_pad_proportion=0.0621, over 18448.91 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3352, pruned_loss=0.1007, over 2468397.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06249, over 8065.58 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2785, pruned_loss=0.06369, over 2474922.77 frames. utt_duration=500 frames, utt_pad_proportion=0.06314, over 19854.97 utterances.], batch size: 105, lr: 7.75e-04
2022-08-21 20:26:17,656 INFO [train.py:927] (0/8) Epoch 3, batch 20500, giga_loss[loss=0.2052, simple_loss=0.2956, pruned_loss=0.05739, over 12394.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.0263, over 66.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2832, pruned_loss=0.06766, over 2473682.85 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06614, over 18705.99 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3354, pruned_loss=0.1009, over 2468554.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.06623, over 8138.18 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2794, pruned_loss=0.06455, over 2474371.40 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06554, over 19997.20 utterances.], batch size: 66, lr: 7.75e-04
2022-08-21 20:28:01,239 INFO [train.py:927] (0/8) Epoch 3, batch 20550, giga_loss[loss=0.2665, simple_loss=0.3514, pruned_loss=0.0908, over 12372.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.2968, pruned_loss=0.07552, over 2473692.80 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06669, over 19131.33 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3354, pruned_loss=0.1007, over 2468670.68 frames. utt_duration=1222 frames, utt_pad_proportion=0.06502, over 8090.76 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2926, pruned_loss=0.07248, over 2474259.92 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06659, over 20486.15 utterances.], batch size: 62, lr: 7.75e-04
2022-08-21 20:29:44,512 INFO [train.py:927] (0/8) Epoch 3, batch 20600, giga_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08816, over 12438.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03958, over 34.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3065, pruned_loss=0.08001, over 2473646.12 frames. utt_duration=534.5 frames, utt_pad_proportion=0.065, over 18564.80 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3352, pruned_loss=0.1006, over 2468436.31 frames. utt_duration=1221 frames, utt_pad_proportion=0.06462, over 8099.05 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3024, pruned_loss=0.07704, over 2474450.80 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06514, over 19928.67 utterances.], batch size: 34, lr: 7.75e-04
2022-08-21 20:31:28,917 INFO [train.py:927] (0/8) Epoch 3, batch 20650, giga_loss[loss=0.2591, simple_loss=0.331, pruned_loss=0.09356, over 12453.00 frames. utt_duration=442.3 frames, utt_pad_proportion=0.03426, over 113.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3102, pruned_loss=0.08112, over 2473198.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06698, over 18679.73 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3352, pruned_loss=0.1008, over 2468294.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.06411, over 8107.21 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3062, pruned_loss=0.07799, over 2474111.77 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06712, over 20048.65 utterances.], batch size: 113, lr: 7.74e-04
2022-08-21 20:33:12,896 INFO [train.py:927] (0/8) Epoch 3, batch 20700, giga_loss[loss=0.2619, simple_loss=0.3389, pruned_loss=0.09244, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3136, pruned_loss=0.08253, over 2473161.99 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06548, over 18365.84 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3347, pruned_loss=0.1004, over 2468125.50 frames. utt_duration=1218 frames, utt_pad_proportion=0.06407, over 8112.86 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.08003, over 2474127.96 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06572, over 19627.46 utterances.], batch size: 97, lr: 7.74e-04
2022-08-21 20:34:54,358 INFO [train.py:927] (0/8) Epoch 3, batch 20750, libri_loss[loss=0.2944, simple_loss=0.3501, pruned_loss=0.1193, over 12357.00 frames. utt_duration=435.3 frames, utt_pad_proportion=0.321, over 114.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3183, pruned_loss=0.085, over 2472978.19 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06851, over 18502.36 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3347, pruned_loss=0.1005, over 2467774.58 frames. utt_duration=1210 frames, utt_pad_proportion=0.06746, over 8171.11 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3153, pruned_loss=0.08244, over 2474212.93 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06718, over 19748.00 utterances.], batch size: 114, lr: 7.74e-04
2022-08-21 20:36:34,745 INFO [train.py:927] (0/8) Epoch 3, batch 20800, giga_loss[loss=0.2089, simple_loss=0.3071, pruned_loss=0.05533, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04956, over 26.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3233, pruned_loss=0.08698, over 2473392.27 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07046, over 18769.61 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3348, pruned_loss=0.1005, over 2467955.92 frames. utt_duration=1208 frames, utt_pad_proportion=0.06775, over 8185.42 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.0848, over 2474280.48 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06923, over 19887.54 utterances.], batch size: 26, lr: 7.73e-04
2022-08-21 20:38:20,583 INFO [train.py:927] (0/8) Epoch 3, batch 20850, giga_loss[loss=0.2391, simple_loss=0.2991, pruned_loss=0.0896, over 12356.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3248, pruned_loss=0.0864, over 2472606.75 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06984, over 17927.42 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3348, pruned_loss=0.1005, over 2467703.06 frames. utt_duration=1211 frames, utt_pad_proportion=0.0668, over 8161.00 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3225, pruned_loss=0.08439, over 2473637.20 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06923, over 19023.68 utterances.], batch size: 369, lr: 7.73e-04
2022-08-21 20:40:03,943 INFO [train.py:927] (0/8) Epoch 3, batch 20900, giga_loss[loss=0.2561, simple_loss=0.3383, pruned_loss=0.08694, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.042, over 34.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3246, pruned_loss=0.08531, over 2472812.11 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06545, over 17060.54 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.334, pruned_loss=0.1002, over 2467533.54 frames. utt_duration=1219 frames, utt_pad_proportion=0.06598, over 8109.47 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3232, pruned_loss=0.08366, over 2473911.58 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06551, over 18197.87 utterances.], batch size: 34, lr: 7.73e-04
2022-08-21 20:41:47,996 INFO [train.py:927] (0/8) Epoch 3, batch 20950, giga_loss[loss=0.298, simple_loss=0.3538, pruned_loss=0.1211, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03788, over 123.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3269, pruned_loss=0.08797, over 2473508.47 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06085, over 16758.01 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3338, pruned_loss=0.09997, over 2467723.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.06515, over 8083.50 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3259, pruned_loss=0.0866, over 2474309.75 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06148, over 17851.68 utterances.], batch size: 123, lr: 7.73e-04
2022-08-21 20:43:33,038 INFO [train.py:927] (0/8) Epoch 3, batch 21000, giga_loss[loss=0.2435, simple_loss=0.3225, pruned_loss=0.08225, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03625, over 40.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3267, pruned_loss=0.08883, over 2473930.49 frames. utt_duration=606 frames, utt_pad_proportion=0.05696, over 16370.76 utterances.], libri_tot_loss[loss=0.2664, simple_loss=0.3332, pruned_loss=0.09978, over 2467844.77 frames. utt_duration=1228 frames, utt_pad_proportion=0.06424, over 8051.05 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3262, pruned_loss=0.08769, over 2474556.46 frames. utt_duration=570 frames, utt_pad_proportion=0.05802, over 17412.35 utterances.], batch size: 40, lr: 7.72e-04
2022-08-21 20:43:33,045 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 20:43:46,524 INFO [train.py:967] (0/8) 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 20:45:28,204 INFO [train.py:927] (0/8) Epoch 3, batch 21050, giga_loss[loss=0.246, simple_loss=0.3246, pruned_loss=0.08367, over 12423.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05155, over 162.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3251, pruned_loss=0.08882, over 2473512.81 frames. utt_duration=608.1 frames, utt_pad_proportion=0.05599, over 16312.02 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3332, pruned_loss=0.1, over 2467602.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06291, over 8040.13 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3246, pruned_loss=0.08731, over 2474439.49 frames. utt_duration=568.9 frames, utt_pad_proportion=0.0574, over 17442.73 utterances.], batch size: 162, lr: 7.72e-04
2022-08-21 20:47:14,415 INFO [train.py:927] (0/8) Epoch 3, batch 21100, giga_loss[loss=0.2356, simple_loss=0.3171, pruned_loss=0.0771, over 12283.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02733, over 42.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3247, pruned_loss=0.08816, over 2473198.64 frames. utt_duration=610.7 frames, utt_pad_proportion=0.05377, over 16239.77 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3336, pruned_loss=0.1001, over 2467783.21 frames. utt_duration=1233 frames, utt_pad_proportion=0.06136, over 8017.22 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3236, pruned_loss=0.08652, over 2473953.91 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05558, over 17423.45 utterances.], batch size: 42, lr: 7.72e-04
2022-08-21 20:48:58,633 INFO [train.py:927] (0/8) Epoch 3, batch 21150, giga_loss[loss=0.2075, simple_loss=0.2905, pruned_loss=0.06225, over 12261.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02523, over 54.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3212, pruned_loss=0.08714, over 2472744.53 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06161, over 17294.61 utterances.], libri_tot_loss[loss=0.2667, simple_loss=0.3333, pruned_loss=0.1001, over 2467551.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06026, over 7992.96 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3203, pruned_loss=0.08556, over 2473709.62 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06296, over 18469.22 utterances.], batch size: 54, lr: 7.72e-04
2022-08-21 20:50:44,209 INFO [train.py:927] (0/8) Epoch 3, batch 21200, giga_loss[loss=0.2252, simple_loss=0.2936, pruned_loss=0.07838, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0329, over 39.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.316, pruned_loss=0.08469, over 2473023.62 frames. utt_duration=555 frames, utt_pad_proportion=0.06218, over 17872.57 utterances.], libri_tot_loss[loss=0.2665, simple_loss=0.3331, pruned_loss=0.09994, over 2467647.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.05933, over 7973.20 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3153, pruned_loss=0.0833, over 2473817.46 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06354, over 18983.50 utterances.], batch size: 39, lr: 7.71e-04
2022-08-21 20:51:14,347 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-74000.pt
2022-08-21 20:52:36,860 INFO [train.py:927] (0/8) Epoch 3, batch 21250, giga_loss[loss=0.235, simple_loss=0.3185, pruned_loss=0.0758, over 12385.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3152, pruned_loss=0.08374, over 2473516.01 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07248, over 19018.95 utterances.], libri_tot_loss[loss=0.2665, simple_loss=0.3334, pruned_loss=0.09985, over 2468065.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.05882, over 7977.56 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.314, pruned_loss=0.08243, over 2473863.30 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07335, over 20104.05 utterances.], batch size: 62, lr: 7.71e-04
2022-08-21 20:54:18,869 INFO [train.py:927] (0/8) Epoch 3, batch 21300, libri_loss[loss=0.3082, simple_loss=0.3576, pruned_loss=0.1295, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005771, over 35.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3149, pruned_loss=0.08358, over 2472735.26 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07106, over 18173.15 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3348, pruned_loss=0.1005, over 2468459.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.05762, over 7968.50 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.312, pruned_loss=0.08132, over 2472873.15 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07256, over 19504.33 utterances.], batch size: 35, lr: 7.71e-04
2022-08-21 20:56:00,387 INFO [train.py:927] (0/8) Epoch 3, batch 21350, giga_loss[loss=0.2169, simple_loss=0.2971, pruned_loss=0.06839, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3117, pruned_loss=0.08267, over 2472530.61 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06667, over 17303.84 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.1011, over 2468241.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.0613, over 8041.73 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3084, pruned_loss=0.07993, over 2472900.30 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06698, over 18512.90 utterances.], batch size: 75, lr: 7.71e-04
2022-08-21 20:57:43,744 INFO [train.py:927] (0/8) Epoch 3, batch 21400, giga_loss[loss=0.2014, simple_loss=0.2682, pruned_loss=0.06728, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3089, pruned_loss=0.08196, over 2472463.66 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06925, over 17434.29 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3354, pruned_loss=0.1013, over 2468339.03 frames. utt_duration=1217 frames, utt_pad_proportion=0.06459, over 8122.13 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3053, pruned_loss=0.07894, over 2472850.47 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06821, over 18671.24 utterances.], batch size: 31, lr: 7.70e-04
2022-08-21 20:59:24,627 INFO [train.py:927] (0/8) Epoch 3, batch 21450, giga_loss[loss=0.225, simple_loss=0.2947, pruned_loss=0.07765, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02901, over 42.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.304, pruned_loss=0.07949, over 2472034.05 frames. utt_duration=612.4 frames, utt_pad_proportion=0.06376, over 16185.89 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3345, pruned_loss=0.1009, over 2468460.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.06379, over 8103.70 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.301, pruned_loss=0.07676, over 2472374.58 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06355, over 17465.08 utterances.], batch size: 42, lr: 7.70e-04
2022-08-21 21:01:07,039 INFO [train.py:927] (0/8) Epoch 3, batch 21500, giga_loss[loss=0.2005, simple_loss=0.2792, pruned_loss=0.06095, over 12338.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03032, over 91.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3017, pruned_loss=0.07822, over 2472324.65 frames. utt_duration=624.4 frames, utt_pad_proportion=0.06194, over 15875.27 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3353, pruned_loss=0.101, over 2468710.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06284, over 8098.30 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.2978, pruned_loss=0.07544, over 2472422.82 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06229, over 17080.21 utterances.], batch size: 91, lr: 7.70e-04
2022-08-21 21:02:49,418 INFO [train.py:927] (0/8) Epoch 3, batch 21550, libri_loss[loss=0.2817, simple_loss=0.3487, pruned_loss=0.1074, over 12430.00 frames. utt_duration=957.7 frames, utt_pad_proportion=0.07382, over 52.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3014, pruned_loss=0.07814, over 2471601.95 frames. utt_duration=610.4 frames, utt_pad_proportion=0.06381, over 16235.85 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3363, pruned_loss=0.1014, over 2468884.82 frames. utt_duration=1221 frames, utt_pad_proportion=0.06195, over 8094.97 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.2967, pruned_loss=0.07505, over 2471580.67 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06434, over 17386.92 utterances.], batch size: 52, lr: 7.70e-04
2022-08-21 21:04:35,682 INFO [train.py:927] (0/8) Epoch 3, batch 21600, giga_loss[loss=0.2067, simple_loss=0.2784, pruned_loss=0.06749, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03804, over 37.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3042, pruned_loss=0.08005, over 2472002.04 frames. utt_duration=601.7 frames, utt_pad_proportion=0.0601, over 16473.19 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3361, pruned_loss=0.1015, over 2468681.03 frames. utt_duration=1227 frames, utt_pad_proportion=0.06082, over 8058.99 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.2998, pruned_loss=0.07703, over 2472202.29 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06119, over 17613.43 utterances.], batch size: 37, lr: 7.69e-04
2022-08-21 21:06:18,768 INFO [train.py:927] (0/8) Epoch 3, batch 21650, giga_loss[loss=0.2361, simple_loss=0.3208, pruned_loss=0.0757, over 12401.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3109, pruned_loss=0.08456, over 2472353.44 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06404, over 16969.56 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3362, pruned_loss=0.1016, over 2468787.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06119, over 8086.38 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3071, pruned_loss=0.08184, over 2472442.68 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06452, over 17926.29 utterances.], batch size: 70, lr: 7.69e-04
2022-08-21 21:08:01,747 INFO [train.py:927] (0/8) Epoch 3, batch 21700, giga_loss[loss=0.2592, simple_loss=0.3383, pruned_loss=0.09, over 12380.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3161, pruned_loss=0.0867, over 2472289.65 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06773, over 17281.95 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3361, pruned_loss=0.1017, over 2468775.26 frames. utt_duration=1227 frames, utt_pad_proportion=0.06059, over 8056.27 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3129, pruned_loss=0.08425, over 2472413.28 frames. utt_duration=545.2 frames, utt_pad_proportion=0.0682, over 18190.10 utterances.], batch size: 62, lr: 7.69e-04
2022-08-21 21:09:44,722 INFO [train.py:927] (0/8) Epoch 3, batch 21750, giga_loss[loss=0.2828, simple_loss=0.3528, pruned_loss=0.1064, over 12443.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3234, pruned_loss=0.09038, over 2473404.56 frames. utt_duration=532.5 frames, utt_pad_proportion=0.07376, over 18632.19 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3358, pruned_loss=0.1015, over 2468869.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06, over 8042.89 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3205, pruned_loss=0.08815, over 2473529.32 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07417, over 19686.43 utterances.], batch size: 123, lr: 7.69e-04
2022-08-21 21:11:26,786 INFO [train.py:927] (0/8) Epoch 3, batch 21800, giga_loss[loss=0.2391, simple_loss=0.326, pruned_loss=0.07611, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02863, over 45.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3214, pruned_loss=0.08773, over 2473316.81 frames. utt_duration=528.8 frames, utt_pad_proportion=0.07368, over 18761.66 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3361, pruned_loss=0.1019, over 2468742.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.06343, over 8103.77 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3187, pruned_loss=0.08544, over 2473608.23 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07289, over 19734.59 utterances.], batch size: 45, lr: 7.68e-04
2022-08-21 21:13:10,373 INFO [train.py:927] (0/8) Epoch 3, batch 21850, giga_loss[loss=0.2476, simple_loss=0.3197, pruned_loss=0.08771, over 12346.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03286, over 58.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3206, pruned_loss=0.08669, over 2473322.31 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07404, over 19396.56 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3359, pruned_loss=0.1019, over 2468874.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06267, over 8076.86 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08454, over 2473525.20 frames. utt_duration=486.6 frames, utt_pad_proportion=0.0738, over 20395.59 utterances.], batch size: 58, lr: 7.68e-04
2022-08-21 21:14:55,138 INFO [train.py:927] (0/8) Epoch 3, batch 21900, giga_loss[loss=0.2619, simple_loss=0.3281, pruned_loss=0.09785, over 12416.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.0325, over 80.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08751, over 2472945.18 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07271, over 18529.26 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3364, pruned_loss=0.1022, over 2469238.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.06105, over 8063.48 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08502, over 2472899.80 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07335, over 19698.86 utterances.], batch size: 80, lr: 7.68e-04
2022-08-21 21:16:40,239 INFO [train.py:927] (0/8) Epoch 3, batch 21950, giga_loss[loss=0.2372, simple_loss=0.3091, pruned_loss=0.08263, over 12115.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04363, over 33.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3242, pruned_loss=0.08841, over 2472058.42 frames. utt_duration=551.8 frames, utt_pad_proportion=0.07044, over 17967.90 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3365, pruned_loss=0.1021, over 2469099.87 frames. utt_duration=1224 frames, utt_pad_proportion=0.06155, over 8078.12 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.08616, over 2472197.68 frames. utt_duration=519.1 frames, utt_pad_proportion=0.07096, over 19103.36 utterances.], batch size: 33, lr: 7.68e-04
2022-08-21 21:18:22,787 INFO [train.py:927] (0/8) Epoch 3, batch 22000, giga_loss[loss=0.2674, simple_loss=0.3414, pruned_loss=0.09666, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03371, over 85.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3268, pruned_loss=0.0904, over 2472544.16 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06801, over 17956.86 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3376, pruned_loss=0.1025, over 2469096.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06198, over 8100.21 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08812, over 2472694.14 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06842, over 18925.98 utterances.], batch size: 85, lr: 7.67e-04
2022-08-21 21:20:04,890 INFO [train.py:927] (0/8) Epoch 3, batch 22050, giga_loss[loss=0.2595, simple_loss=0.3305, pruned_loss=0.09428, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3277, pruned_loss=0.09086, over 2472692.77 frames. utt_duration=546.2 frames, utt_pad_proportion=0.07177, over 18158.90 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3375, pruned_loss=0.1025, over 2469437.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06088, over 8081.80 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08883, over 2472583.29 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0724, over 19171.61 utterances.], batch size: 48, lr: 7.67e-04
2022-08-21 21:21:48,009 INFO [train.py:927] (0/8) Epoch 3, batch 22100, giga_loss[loss=0.2443, simple_loss=0.3239, pruned_loss=0.08234, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04292, over 33.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.327, pruned_loss=0.08967, over 2472494.36 frames. utt_duration=586.4 frames, utt_pad_proportion=0.0687, over 16908.89 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3362, pruned_loss=0.102, over 2469288.49 frames. utt_duration=1234 frames, utt_pad_proportion=0.05853, over 8015.77 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3255, pruned_loss=0.08785, over 2472704.62 frames. utt_duration=543 frames, utt_pad_proportion=0.07054, over 18264.37 utterances.], batch size: 33, lr: 7.67e-04
2022-08-21 21:23:31,251 INFO [train.py:927] (0/8) Epoch 3, batch 22150, giga_loss[loss=0.2726, simple_loss=0.3407, pruned_loss=0.1023, over 12439.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03494, over 86.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.326, pruned_loss=0.08874, over 2472632.66 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06512, over 16543.41 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3363, pruned_loss=0.1021, over 2469631.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.05863, over 8035.19 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3245, pruned_loss=0.087, over 2472550.11 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06691, over 17758.49 utterances.], batch size: 86, lr: 7.67e-04
2022-08-21 21:25:15,275 INFO [train.py:927] (0/8) Epoch 3, batch 22200, giga_loss[loss=0.2592, simple_loss=0.3271, pruned_loss=0.09565, over 12396.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02879, over 58.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.325, pruned_loss=0.08871, over 2472848.11 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06674, over 16328.81 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3364, pruned_loss=0.1022, over 2469739.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06211, over 8092.66 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3235, pruned_loss=0.08702, over 2472725.62 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06659, over 17385.22 utterances.], batch size: 58, lr: 7.66e-04
2022-08-21 21:26:56,236 INFO [train.py:927] (0/8) Epoch 3, batch 22250, giga_loss[loss=0.2417, simple_loss=0.3236, pruned_loss=0.07991, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3276, pruned_loss=0.08986, over 2471742.21 frames. utt_duration=644.8 frames, utt_pad_proportion=0.06219, over 15368.77 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3388, pruned_loss=0.103, over 2469802.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.06107, over 8086.74 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3239, pruned_loss=0.08735, over 2471682.17 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06286, over 16502.40 utterances.], batch size: 74, lr: 7.66e-04
2022-08-21 21:28:37,273 INFO [train.py:927] (0/8) Epoch 3, batch 22300, libri_loss[loss=0.2798, simple_loss=0.3439, pruned_loss=0.1078, over 12474.00 frames. utt_duration=960.9 frames, utt_pad_proportion=0.06979, over 52.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3272, pruned_loss=0.0894, over 2472018.80 frames. utt_duration=667.3 frames, utt_pad_proportion=0.05997, over 14851.25 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3385, pruned_loss=0.1028, over 2469670.00 frames. utt_duration=1214 frames, utt_pad_proportion=0.06331, over 8143.93 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.324, pruned_loss=0.0869, over 2472163.99 frames. utt_duration=619.4 frames, utt_pad_proportion=0.05951, over 16002.87 utterances.], batch size: 52, lr: 7.66e-04
2022-08-21 21:30:19,841 INFO [train.py:927] (0/8) Epoch 3, batch 22350, giga_loss[loss=0.1995, simple_loss=0.2785, pruned_loss=0.06028, over 12370.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02327, over 66.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3264, pruned_loss=0.08953, over 2472405.98 frames. utt_duration=642.1 frames, utt_pad_proportion=0.06366, over 15436.67 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3383, pruned_loss=0.1028, over 2469731.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.06269, over 8150.14 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3238, pruned_loss=0.08736, over 2472524.79 frames. utt_duration=602 frames, utt_pad_proportion=0.06334, over 16468.02 utterances.], batch size: 66, lr: 7.65e-04
2022-08-21 21:32:03,144 INFO [train.py:927] (0/8) Epoch 3, batch 22400, libri_loss[loss=0.2682, simple_loss=0.3283, pruned_loss=0.1041, over 12481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01073, over 40.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3225, pruned_loss=0.08756, over 2472407.19 frames. utt_duration=663.3 frames, utt_pad_proportion=0.06139, over 14943.04 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3383, pruned_loss=0.103, over 2469638.40 frames. utt_duration=1218 frames, utt_pad_proportion=0.06127, over 8120.09 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3201, pruned_loss=0.08527, over 2472655.48 frames. utt_duration=620.1 frames, utt_pad_proportion=0.06193, over 15989.11 utterances.], batch size: 40, lr: 7.65e-04
2022-08-21 21:33:44,693 INFO [train.py:927] (0/8) Epoch 3, batch 22450, giga_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07132, over 12398.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02897, over 58.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3201, pruned_loss=0.08643, over 2472477.41 frames. utt_duration=652.7 frames, utt_pad_proportion=0.06597, over 15188.04 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3376, pruned_loss=0.1025, over 2469931.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06006, over 8093.97 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3184, pruned_loss=0.08456, over 2472461.96 frames. utt_duration=610.7 frames, utt_pad_proportion=0.0667, over 16234.12 utterances.], batch size: 58, lr: 7.65e-04
2022-08-21 21:35:28,098 INFO [train.py:927] (0/8) Epoch 3, batch 22500, giga_loss[loss=0.197, simple_loss=0.2791, pruned_loss=0.05746, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3168, pruned_loss=0.08461, over 2472642.03 frames. utt_duration=645.8 frames, utt_pad_proportion=0.06069, over 15351.47 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3375, pruned_loss=0.1025, over 2469760.53 frames. utt_duration=1223 frames, utt_pad_proportion=0.05984, over 8086.50 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08315, over 2472784.02 frames. utt_duration=611.8 frames, utt_pad_proportion=0.06163, over 16206.89 utterances.], batch size: 75, lr: 7.65e-04
2022-08-21 21:37:09,247 INFO [train.py:927] (0/8) Epoch 3, batch 22550, giga_loss[loss=0.2286, simple_loss=0.3043, pruned_loss=0.07649, over 12373.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3144, pruned_loss=0.08377, over 2472495.04 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06462, over 16244.26 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.338, pruned_loss=0.1025, over 2469863.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.05925, over 8076.19 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3126, pruned_loss=0.08237, over 2472569.80 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06541, over 17028.75 utterances.], batch size: 62, lr: 7.64e-04
2022-08-21 21:38:47,143 INFO [train.py:927] (0/8) Epoch 3, batch 22600, giga_loss[loss=0.1988, simple_loss=0.2926, pruned_loss=0.05248, over 12359.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3138, pruned_loss=0.08332, over 2472282.41 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06274, over 16472.83 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3372, pruned_loss=0.102, over 2469620.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.05845, over 8047.33 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3123, pruned_loss=0.08198, over 2472640.25 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06386, over 17410.60 utterances.], batch size: 70, lr: 7.64e-04
2022-08-21 21:40:27,361 INFO [train.py:927] (0/8) Epoch 3, batch 22650, giga_loss[loss=0.2334, simple_loss=0.324, pruned_loss=0.07142, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03364, over 58.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3165, pruned_loss=0.08444, over 2472581.39 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06447, over 17410.74 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.337, pruned_loss=0.102, over 2469642.08 frames. utt_duration=1214 frames, utt_pad_proportion=0.06291, over 8148.42 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3148, pruned_loss=0.08285, over 2472921.85 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06342, over 18318.40 utterances.], batch size: 58, lr: 7.64e-04
2022-08-21 21:42:08,410 INFO [train.py:927] (0/8) Epoch 3, batch 22700, giga_loss[loss=0.1836, simple_loss=0.2678, pruned_loss=0.04972, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0344, over 43.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.316, pruned_loss=0.08333, over 2473035.70 frames. utt_duration=559 frames, utt_pad_proportion=0.06265, over 17742.73 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3367, pruned_loss=0.1018, over 2469284.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.06225, over 8124.28 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3146, pruned_loss=0.08201, over 2473666.44 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06216, over 18605.84 utterances.], batch size: 43, lr: 7.64e-04
2022-08-21 21:43:48,016 INFO [train.py:927] (0/8) Epoch 3, batch 22750, giga_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07678, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04614, over 34.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3165, pruned_loss=0.08352, over 2473350.83 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06151, over 17554.59 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3376, pruned_loss=0.102, over 2469090.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.06207, over 8109.50 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3141, pruned_loss=0.08186, over 2474103.82 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06124, over 18478.16 utterances.], batch size: 34, lr: 7.63e-04
2022-08-21 21:45:29,396 INFO [train.py:927] (0/8) Epoch 3, batch 22800, giga_loss[loss=0.2158, simple_loss=0.2959, pruned_loss=0.06791, over 12450.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0369, over 26.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3158, pruned_loss=0.08325, over 2473843.04 frames. utt_duration=583.9 frames, utt_pad_proportion=0.0566, over 16990.97 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3372, pruned_loss=0.1018, over 2469384.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06121, over 8082.62 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3139, pruned_loss=0.08177, over 2474253.00 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17910.05 utterances.], batch size: 26, lr: 7.63e-04
2022-08-21 21:47:11,503 INFO [train.py:927] (0/8) Epoch 3, batch 22850, giga_loss[loss=0.2455, simple_loss=0.3247, pruned_loss=0.08321, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3178, pruned_loss=0.08385, over 2473767.41 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05785, over 16933.56 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3367, pruned_loss=0.1017, over 2469093.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.05965, over 8043.26 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.316, pruned_loss=0.08223, over 2474468.81 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05862, over 17971.93 utterances.], batch size: 133, lr: 7.63e-04
2022-08-21 21:48:51,505 INFO [train.py:927] (0/8) Epoch 3, batch 22900, giga_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06478, over 12372.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04916, over 31.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3183, pruned_loss=0.08405, over 2472872.29 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05826, over 16424.35 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3369, pruned_loss=0.1019, over 2469038.08 frames. utt_duration=1229 frames, utt_pad_proportion=0.05922, over 8044.16 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08213, over 2473570.01 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05905, over 17449.57 utterances.], batch size: 31, lr: 7.63e-04
2022-08-21 21:50:34,059 INFO [train.py:927] (0/8) Epoch 3, batch 22950, giga_loss[loss=0.2505, simple_loss=0.3262, pruned_loss=0.08741, over 12331.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03527, over 51.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3194, pruned_loss=0.08476, over 2472906.31 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06018, over 16481.55 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3364, pruned_loss=0.1018, over 2468904.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.05843, over 8032.07 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.0827, over 2473729.72 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06104, over 17628.62 utterances.], batch size: 51, lr: 7.62e-04
2022-08-21 21:52:16,181 INFO [train.py:927] (0/8) Epoch 3, batch 23000, giga_loss[loss=0.213, simple_loss=0.2947, pruned_loss=0.06565, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3184, pruned_loss=0.08405, over 2473183.31 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05802, over 16761.41 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3363, pruned_loss=0.1017, over 2469067.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.05711, over 8016.38 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08208, over 2473806.65 frames. utt_duration=554 frames, utt_pad_proportion=0.05937, over 17909.27 utterances.], batch size: 91, lr: 7.62e-04
2022-08-21 21:53:55,749 INFO [train.py:927] (0/8) Epoch 3, batch 23050, giga_loss[loss=0.2402, simple_loss=0.3297, pruned_loss=0.07532, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3162, pruned_loss=0.08318, over 2473459.65 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05986, over 16700.01 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3365, pruned_loss=0.1018, over 2468938.45 frames. utt_duration=1225 frames, utt_pad_proportion=0.0602, over 8071.60 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3141, pruned_loss=0.08101, over 2474184.58 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05954, over 17799.93 utterances.], batch size: 162, lr: 7.62e-04
2022-08-21 21:55:35,493 INFO [train.py:927] (0/8) Epoch 3, batch 23100, giga_loss[loss=0.2918, simple_loss=0.3529, pruned_loss=0.1154, over 12398.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08247, over 2474229.53 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06364, over 17280.58 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3365, pruned_loss=0.1021, over 2469239.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06028, over 8086.28 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3143, pruned_loss=0.08016, over 2474593.97 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0632, over 18259.36 utterances.], batch size: 258, lr: 7.62e-04
2022-08-21 21:57:16,294 INFO [train.py:927] (0/8) Epoch 3, batch 23150, giga_loss[loss=0.2798, simple_loss=0.3516, pruned_loss=0.1041, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3162, pruned_loss=0.08234, over 2474239.96 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05955, over 17122.85 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3367, pruned_loss=0.102, over 2469345.68 frames. utt_duration=1225 frames, utt_pad_proportion=0.05981, over 8073.44 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3143, pruned_loss=0.08047, over 2474476.04 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05958, over 17989.38 utterances.], batch size: 183, lr: 7.61e-04
2022-08-21 21:58:57,081 INFO [train.py:927] (0/8) Epoch 3, batch 23200, giga_loss[loss=0.217, simple_loss=0.2884, pruned_loss=0.07282, over 12380.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.03131, over 51.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3149, pruned_loss=0.08257, over 2474607.35 frames. utt_duration=573 frames, utt_pad_proportion=0.06008, over 17319.71 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2469640.19 frames. utt_duration=1225 frames, utt_pad_proportion=0.05887, over 8074.57 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3128, pruned_loss=0.08066, over 2474644.28 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06042, over 18209.11 utterances.], batch size: 51, lr: 7.61e-04
2022-08-21 21:59:25,307 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-76000.pt
2022-08-21 22:00:45,035 INFO [train.py:927] (0/8) Epoch 3, batch 23250, giga_loss[loss=0.2192, simple_loss=0.2812, pruned_loss=0.07863, over 12389.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04438, over 26.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3123, pruned_loss=0.08237, over 2474111.24 frames. utt_duration=563 frames, utt_pad_proportion=0.06126, over 17625.34 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2469741.27 frames. utt_duration=1230 frames, utt_pad_proportion=0.05808, over 8041.40 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.311, pruned_loss=0.08091, over 2474127.56 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06178, over 18534.51 utterances.], batch size: 26, lr: 7.61e-04
2022-08-21 22:02:26,103 INFO [train.py:927] (0/8) Epoch 3, batch 23300, giga_loss[loss=0.2289, simple_loss=0.3058, pruned_loss=0.07597, over 12407.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.31, pruned_loss=0.08135, over 2474684.32 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05898, over 17620.60 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3356, pruned_loss=0.1012, over 2469457.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.05708, over 8010.81 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3087, pruned_loss=0.08002, over 2475085.12 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05992, over 18608.52 utterances.], batch size: 161, lr: 7.61e-04
2022-08-21 22:04:07,804 INFO [train.py:927] (0/8) Epoch 3, batch 23350, giga_loss[loss=0.3303, simple_loss=0.3768, pruned_loss=0.142, over 12375.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3074, pruned_loss=0.07981, over 2474066.33 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0584, over 17119.57 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3354, pruned_loss=0.1008, over 2469361.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.05582, over 7959.17 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3057, pruned_loss=0.07841, over 2474625.80 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05974, over 18254.09 utterances.], batch size: 257, lr: 7.60e-04
2022-08-21 22:05:48,058 INFO [train.py:927] (0/8) Epoch 3, batch 23400, giga_loss[loss=0.2574, simple_loss=0.3402, pruned_loss=0.08728, over 12426.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3089, pruned_loss=0.08068, over 2474327.88 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06138, over 17582.52 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3351, pruned_loss=0.1007, over 2469356.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.05606, over 7970.87 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3074, pruned_loss=0.07935, over 2474840.91 frames. utt_duration=534 frames, utt_pad_proportion=0.06216, over 18590.28 utterances.], batch size: 133, lr: 7.60e-04
2022-08-21 22:07:29,388 INFO [train.py:927] (0/8) Epoch 3, batch 23450, giga_loss[loss=0.2424, simple_loss=0.323, pruned_loss=0.08088, over 12388.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05133, over 161.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3126, pruned_loss=0.08205, over 2474157.62 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05802, over 17896.44 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.335, pruned_loss=0.1008, over 2469218.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05534, over 7953.49 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.311, pruned_loss=0.08061, over 2474794.01 frames. utt_duration=525.3 frames, utt_pad_proportion=0.05908, over 18897.21 utterances.], batch size: 161, lr: 7.60e-04
2022-08-21 22:09:12,138 INFO [train.py:927] (0/8) Epoch 3, batch 23500, giga_loss[loss=0.2627, simple_loss=0.3303, pruned_loss=0.09759, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3154, pruned_loss=0.08335, over 2474792.15 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05917, over 17736.38 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1011, over 2469173.53 frames. utt_duration=1231 frames, utt_pad_proportion=0.05921, over 8035.19 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3134, pruned_loss=0.08165, over 2475393.59 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0584, over 18578.10 utterances.], batch size: 54, lr: 7.60e-04
2022-08-21 22:11:01,158 INFO [train.py:927] (0/8) Epoch 3, batch 23550, giga_loss[loss=0.2837, simple_loss=0.3489, pruned_loss=0.1093, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02968, over 40.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3219, pruned_loss=0.08904, over 2473569.42 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06875, over 18483.68 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3347, pruned_loss=0.1005, over 2468796.11 frames. utt_duration=1240 frames, utt_pad_proportion=0.05777, over 7973.84 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3204, pruned_loss=0.08766, over 2474575.73 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06822, over 19559.82 utterances.], batch size: 40, lr: 7.59e-04
2022-08-21 22:12:43,949 INFO [train.py:927] (0/8) Epoch 3, batch 23600, giga_loss[loss=0.454, simple_loss=0.4615, pruned_loss=0.2232, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3294, pruned_loss=0.09452, over 2473299.39 frames. utt_duration=533.9 frames, utt_pad_proportion=0.0662, over 18580.32 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3339, pruned_loss=0.1002, over 2468568.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.05672, over 7923.14 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3288, pruned_loss=0.09351, over 2474462.87 frames. utt_duration=501.7 frames, utt_pad_proportion=0.0664, over 19786.79 utterances.], batch size: 259, lr: 7.59e-04
2022-08-21 22:14:30,815 INFO [train.py:927] (0/8) Epoch 3, batch 23650, giga_loss[loss=0.2998, simple_loss=0.3618, pruned_loss=0.1189, over 12328.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02459, over 45.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3365, pruned_loss=0.1004, over 2473857.92 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06851, over 18944.55 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3337, pruned_loss=0.1002, over 2468521.42 frames. utt_duration=1239 frames, utt_pad_proportion=0.06041, over 7978.95 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.336, pruned_loss=0.09947, over 2474901.29 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06743, over 20031.17 utterances.], batch size: 45, lr: 7.59e-04
2022-08-21 22:16:16,687 INFO [train.py:927] (0/8) Epoch 3, batch 23700, giga_loss[loss=0.3769, simple_loss=0.3974, pruned_loss=0.1782, over 12335.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 374.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.343, pruned_loss=0.1061, over 2472940.60 frames. utt_duration=478.2 frames, utt_pad_proportion=0.08069, over 20749.19 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3335, pruned_loss=0.1, over 2468314.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.0597, over 7945.60 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3429, pruned_loss=0.1055, over 2474026.09 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07961, over 21826.59 utterances.], batch size: 374, lr: 7.59e-04
2022-08-21 22:18:02,339 INFO [train.py:927] (0/8) Epoch 3, batch 23750, giga_loss[loss=0.2882, simple_loss=0.3597, pruned_loss=0.1084, over 12406.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03919, over 133.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3492, pruned_loss=0.1115, over 2473584.45 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07634, over 20767.13 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.334, pruned_loss=0.1003, over 2468613.83 frames. utt_duration=1231 frames, utt_pad_proportion=0.06296, over 8030.18 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.349, pruned_loss=0.1111, over 2474325.87 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07497, over 21904.61 utterances.], batch size: 133, lr: 7.58e-04
2022-08-21 22:19:52,773 INFO [train.py:927] (0/8) Epoch 3, batch 23800, libri_loss[loss=0.2455, simple_loss=0.3136, pruned_loss=0.08869, over 12215.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005854, over 31.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3536, pruned_loss=0.1163, over 2473694.32 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08433, over 21593.64 utterances.], libri_tot_loss[loss=0.2667, simple_loss=0.3335, pruned_loss=0.09999, over 2468400.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.06184, over 7992.71 utterances.], giga_tot_loss[loss=0.2938, simple_loss=0.3544, pruned_loss=0.1165, over 2474629.76 frames. utt_duration=434 frames, utt_pad_proportion=0.08332, over 22885.45 utterances.], batch size: 31, lr: 7.58e-04
2022-08-21 22:21:41,826 INFO [train.py:927] (0/8) Epoch 3, batch 23850, giga_loss[loss=0.3531, simple_loss=0.3809, pruned_loss=0.1627, over 12364.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.293, simple_loss=0.3531, pruned_loss=0.1165, over 2473659.83 frames. utt_duration=462.3 frames, utt_pad_proportion=0.08305, over 21472.45 utterances.], libri_tot_loss[loss=0.2665, simple_loss=0.3333, pruned_loss=0.09992, over 2468345.94 frames. utt_duration=1240 frames, utt_pad_proportion=0.06097, over 7969.01 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3543, pruned_loss=0.1171, over 2474533.01 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08269, over 22759.29 utterances.], batch size: 367, lr: 7.58e-04
2022-08-21 22:23:25,937 INFO [train.py:927] (0/8) Epoch 3, batch 23900, giga_loss[loss=0.2869, simple_loss=0.3645, pruned_loss=0.1047, over 12353.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3528, pruned_loss=0.1152, over 2474262.21 frames. utt_duration=470 frames, utt_pad_proportion=0.07778, over 21123.05 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3323, pruned_loss=0.09943, over 2468750.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06348, over 8005.64 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3555, pruned_loss=0.1168, over 2474844.21 frames. utt_duration=437.1 frames, utt_pad_proportion=0.0773, over 22721.89 utterances.], batch size: 91, lr: 7.58e-04
2022-08-21 22:25:11,936 INFO [train.py:927] (0/8) Epoch 3, batch 23950, giga_loss[loss=0.2308, simple_loss=0.3213, pruned_loss=0.07018, over 12329.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03404, over 62.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3551, pruned_loss=0.1166, over 2474158.82 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07933, over 22273.95 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3323, pruned_loss=0.09943, over 2468750.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06348, over 8005.64 utterances.], giga_tot_loss[loss=0.2964, simple_loss=0.3572, pruned_loss=0.1179, over 2474611.80 frames. utt_duration=422.3 frames, utt_pad_proportion=0.07888, over 23518.35 utterances.], batch size: 62, lr: 7.58e-04
2022-08-21 22:27:01,470 INFO [train.py:927] (0/8) Epoch 3, batch 24000, giga_loss[loss=0.2139, simple_loss=0.3036, pruned_loss=0.06207, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03607, over 26.00 utterances.], tot_loss[loss=0.2922, simple_loss=0.3546, pruned_loss=0.1149, over 2473374.83 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07577, over 22145.47 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3324, pruned_loss=0.09943, over 2468628.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06178, over 7979.96 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3569, pruned_loss=0.1164, over 2474010.65 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07626, over 23619.64 utterances.], batch size: 26, lr: 7.57e-04
2022-08-21 22:27:01,500 INFO [train.py:958] (0/8) Computing validation loss
2022-08-21 22:27:15,515 INFO [train.py:967] (0/8) 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 22:29:01,567 INFO [train.py:927] (0/8) Epoch 3, batch 24050, giga_loss[loss=0.2582, simple_loss=0.335, pruned_loss=0.09071, over 12437.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3503, pruned_loss=0.1108, over 2473794.25 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07218, over 21632.61 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3324, pruned_loss=0.0994, over 2468517.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06131, over 7967.19 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3523, pruned_loss=0.1121, over 2474429.34 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07295, over 22918.65 utterances.], batch size: 80, lr: 7.57e-04
2022-08-21 22:30:46,262 INFO [train.py:927] (0/8) Epoch 3, batch 24100, giga_loss[loss=0.2887, simple_loss=0.3417, pruned_loss=0.1179, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3497, pruned_loss=0.1108, over 2473809.06 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07823, over 22468.90 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3324, pruned_loss=0.09919, over 2468388.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06076, over 7970.79 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3515, pruned_loss=0.1122, over 2474537.78 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07878, over 23738.76 utterances.], batch size: 146, lr: 7.57e-04
2022-08-21 22:32:44,613 INFO [train.py:927] (0/8) Epoch 3, batch 24150, giga_loss[loss=0.2552, simple_loss=0.3224, pruned_loss=0.09404, over 12373.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03956, over 145.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3471, pruned_loss=0.1087, over 2473671.37 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07936, over 22376.64 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3324, pruned_loss=0.09909, over 2468675.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06044, over 7967.36 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3488, pruned_loss=0.1101, over 2474077.88 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07988, over 23557.13 utterances.], batch size: 145, lr: 7.57e-04
2022-08-21 22:34:30,203 INFO [train.py:927] (0/8) Epoch 3, batch 24200, giga_loss[loss=0.2404, simple_loss=0.3208, pruned_loss=0.08003, over 12387.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03604, over 75.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3477, pruned_loss=0.1066, over 2474218.08 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0742, over 21436.65 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3326, pruned_loss=0.09912, over 2468745.01 frames. utt_duration=1243 frames, utt_pad_proportion=0.05998, over 7954.73 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.349, pruned_loss=0.1077, over 2474516.47 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07505, over 22498.23 utterances.], batch size: 75, lr: 7.56e-04
2022-08-21 22:36:18,635 INFO [train.py:927] (0/8) Epoch 3, batch 24250, giga_loss[loss=0.2895, simple_loss=0.3554, pruned_loss=0.1118, over 12371.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.348, pruned_loss=0.1073, over 2474072.02 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08248, over 22132.64 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3325, pruned_loss=0.09894, over 2468995.47 frames. utt_duration=1247 frames, utt_pad_proportion=0.0584, over 7927.51 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3497, pruned_loss=0.1087, over 2474267.38 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08346, over 23473.82 utterances.], batch size: 97, lr: 7.56e-04
2022-08-21 22:38:01,561 INFO [train.py:927] (0/8) Epoch 3, batch 24300, giga_loss[loss=0.2753, simple_loss=0.3545, pruned_loss=0.09809, over 12352.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3457, pruned_loss=0.1064, over 2474166.11 frames. utt_duration=466.4 frames, utt_pad_proportion=0.08173, over 21284.17 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3323, pruned_loss=0.0987, over 2469019.26 frames. utt_duration=1246 frames, utt_pad_proportion=0.05789, over 7937.45 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3478, pruned_loss=0.108, over 2474485.94 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08304, over 22921.59 utterances.], batch size: 66, lr: 7.56e-04
2022-08-21 22:39:50,849 INFO [train.py:927] (0/8) Epoch 3, batch 24350, giga_loss[loss=0.2572, simple_loss=0.3338, pruned_loss=0.09034, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03485, over 122.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3446, pruned_loss=0.1056, over 2474623.65 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08017, over 21221.74 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3323, pruned_loss=0.09882, over 2468875.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.0576, over 7919.10 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3463, pruned_loss=0.1068, over 2475037.07 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08145, over 22636.25 utterances.], batch size: 122, lr: 7.56e-04
2022-08-21 22:41:36,335 INFO [train.py:927] (0/8) Epoch 3, batch 24400, giga_loss[loss=0.2792, simple_loss=0.3479, pruned_loss=0.1052, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04407, over 146.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3439, pruned_loss=0.1043, over 2474673.55 frames. utt_duration=475.8 frames, utt_pad_proportion=0.08026, over 20867.48 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3327, pruned_loss=0.09889, over 2468725.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.05774, over 7935.09 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3451, pruned_loss=0.1053, over 2475228.49 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08138, over 22152.83 utterances.], batch size: 146, lr: 7.55e-04
2022-08-21 22:43:22,107 INFO [train.py:927] (0/8) Epoch 3, batch 24450, libri_loss[loss=0.2629, simple_loss=0.3324, pruned_loss=0.09667, over 12143.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006295, over 35.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3428, pruned_loss=0.1037, over 2473897.85 frames. utt_duration=476.9 frames, utt_pad_proportion=0.08062, over 20812.67 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3329, pruned_loss=0.09861, over 2468540.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05654, over 7919.87 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.344, pruned_loss=0.1049, over 2474760.60 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08222, over 22406.18 utterances.], batch size: 35, lr: 7.55e-04
2022-08-21 22:45:10,484 INFO [train.py:927] (0/8) Epoch 3, batch 24500, giga_loss[loss=0.278, simple_loss=0.3422, pruned_loss=0.1069, over 12409.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02888, over 62.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3408, pruned_loss=0.1032, over 2473806.34 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07686, over 20620.71 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3324, pruned_loss=0.09852, over 2468481.08 frames. utt_duration=1251 frames, utt_pad_proportion=0.05616, over 7901.72 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3423, pruned_loss=0.1043, over 2474585.80 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07853, over 22009.75 utterances.], batch size: 62, lr: 7.55e-04
2022-08-21 22:46:56,402 INFO [train.py:927] (0/8) Epoch 3, batch 24550, giga_loss[loss=0.2289, simple_loss=0.3099, pruned_loss=0.07399, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03138, over 45.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3384, pruned_loss=0.1019, over 2474447.64 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07463, over 20208.17 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3324, pruned_loss=0.09849, over 2468902.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.05494, over 7899.48 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.34, pruned_loss=0.1031, over 2474943.09 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07687, over 21851.39 utterances.], batch size: 45, lr: 7.55e-04
2022-08-21 22:48:42,179 INFO [train.py:927] (0/8) Epoch 3, batch 24600, giga_loss[loss=0.2616, simple_loss=0.3381, pruned_loss=0.09258, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0269, over 45.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3381, pruned_loss=0.1024, over 2474186.01 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07298, over 20100.60 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3322, pruned_loss=0.0986, over 2468768.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.05373, over 7861.98 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3396, pruned_loss=0.1033, over 2474855.88 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07549, over 21802.24 utterances.], batch size: 45, lr: 7.54e-04
2022-08-21 22:50:26,813 INFO [train.py:927] (0/8) Epoch 3, batch 24650, giga_loss[loss=0.2348, simple_loss=0.3163, pruned_loss=0.07662, over 12300.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.05124, over 26.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3375, pruned_loss=0.1011, over 2473728.91 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06799, over 18885.07 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3318, pruned_loss=0.09841, over 2468488.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05312, over 7854.13 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3393, pruned_loss=0.1021, over 2474720.06 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07088, over 20637.45 utterances.], batch size: 26, lr: 7.54e-04
2022-08-21 22:52:11,776 INFO [train.py:927] (0/8) Epoch 3, batch 24700, giga_loss[loss=0.2442, simple_loss=0.3158, pruned_loss=0.08635, over 12338.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02491, over 45.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3386, pruned_loss=0.1019, over 2474017.62 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07109, over 19854.44 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3322, pruned_loss=0.09864, over 2468654.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.05747, over 7930.61 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3398, pruned_loss=0.1025, over 2474692.79 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07163, over 21267.68 utterances.], batch size: 45, lr: 7.54e-04
2022-08-21 22:54:00,571 INFO [train.py:927] (0/8) Epoch 3, batch 24750, giga_loss[loss=0.2829, simple_loss=0.3445, pruned_loss=0.1106, over 12442.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03763, over 37.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3415, pruned_loss=0.1047, over 2474304.68 frames. utt_duration=483 frames, utt_pad_proportion=0.07249, over 20553.65 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3322, pruned_loss=0.09848, over 2468554.73 frames. utt_duration=1249 frames, utt_pad_proportion=0.0574, over 7917.96 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3424, pruned_loss=0.1053, over 2474943.79 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07288, over 21724.99 utterances.], batch size: 37, lr: 7.54e-04
2022-08-21 22:55:44,948 INFO [train.py:927] (0/8) Epoch 3, batch 24800, giga_loss[loss=0.2831, simple_loss=0.3446, pruned_loss=0.1108, over 12427.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3428, pruned_loss=0.1064, over 2474033.04 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07183, over 20669.49 utterances.], libri_tot_loss[loss=0.2642, simple_loss=0.3323, pruned_loss=0.09807, over 2468628.05 frames. utt_duration=1257 frames, utt_pad_proportion=0.05573, over 7865.15 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3439, pruned_loss=0.1076, over 2474709.14 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07296, over 22144.67 utterances.], batch size: 146, lr: 7.53e-04
2022-08-21 22:57:29,779 INFO [train.py:927] (0/8) Epoch 3, batch 24850, giga_loss[loss=0.3041, simple_loss=0.3572, pruned_loss=0.1255, over 12451.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03229, over 86.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.342, pruned_loss=0.1065, over 2474248.02 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06928, over 20428.83 utterances.], libri_tot_loss[loss=0.2641, simple_loss=0.3321, pruned_loss=0.09801, over 2468699.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.0544, over 7868.95 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3433, pruned_loss=0.1078, over 2474891.16 frames. utt_duration=451 frames, utt_pad_proportion=0.07098, over 22024.11 utterances.], batch size: 86, lr: 7.53e-04
2022-08-21 22:59:12,757 INFO [train.py:927] (0/8) Epoch 3, batch 24900, giga_loss[loss=0.2624, simple_loss=0.3339, pruned_loss=0.09541, over 12342.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03331, over 51.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3405, pruned_loss=0.1043, over 2474169.66 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07005, over 20255.00 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3323, pruned_loss=0.09844, over 2468700.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.05719, over 7920.83 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3417, pruned_loss=0.1052, over 2474850.54 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07067, over 21902.06 utterances.], batch size: 51, lr: 7.53e-04
2022-08-21 23:01:02,145 INFO [train.py:927] (0/8) Epoch 3, batch 24950, giga_loss[loss=0.2686, simple_loss=0.3351, pruned_loss=0.1011, over 12354.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0355, over 104.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3383, pruned_loss=0.1032, over 2474798.60 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06783, over 20259.06 utterances.], libri_tot_loss[loss=0.2648, simple_loss=0.3325, pruned_loss=0.09852, over 2468818.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.0569, over 7935.91 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3392, pruned_loss=0.1039, over 2475306.24 frames. utt_duration=457.6 frames, utt_pad_proportion=0.06863, over 21709.22 utterances.], batch size: 104, lr: 7.53e-04
2022-08-21 23:02:46,381 INFO [train.py:927] (0/8) Epoch 3, batch 25000, giga_loss[loss=0.2836, simple_loss=0.3428, pruned_loss=0.1122, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03106, over 97.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3376, pruned_loss=0.1023, over 2474576.21 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06628, over 19640.22 utterances.], libri_tot_loss[loss=0.2648, simple_loss=0.333, pruned_loss=0.09831, over 2467977.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.05556, over 7885.96 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.338, pruned_loss=0.1032, over 2475928.04 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0676, over 21231.16 utterances.], batch size: 97, lr: 7.52e-04
2022-08-21 23:04:35,101 INFO [train.py:927] (0/8) Epoch 3, batch 25050, giga_loss[loss=0.2701, simple_loss=0.3513, pruned_loss=0.09449, over 12372.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03398, over 80.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3414, pruned_loss=0.1033, over 2474450.94 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06904, over 19661.05 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.333, pruned_loss=0.09849, over 2467745.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.05504, over 7886.23 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3419, pruned_loss=0.1039, over 2475858.41 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07022, over 21143.16 utterances.], batch size: 80, lr: 7.52e-04
2022-08-21 23:06:19,301 INFO [train.py:927] (0/8) Epoch 3, batch 25100, giga_loss[loss=0.3461, simple_loss=0.3988, pruned_loss=0.1467, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03557, over 40.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3469, pruned_loss=0.1078, over 2474798.25 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06913, over 20338.12 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3331, pruned_loss=0.0987, over 2467676.35 frames. utt_duration=1255 frames, utt_pad_proportion=0.05489, over 7874.80 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3472, pruned_loss=0.1081, over 2476000.09 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07011, over 21570.51 utterances.], batch size: 40, lr: 7.52e-04
2022-08-21 23:08:05,324 INFO [train.py:927] (0/8) Epoch 3, batch 25150, giga_loss[loss=0.2992, simple_loss=0.3516, pruned_loss=0.1234, over 12422.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04946, over 161.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.35, pruned_loss=0.1114, over 2474419.18 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07491, over 20689.84 utterances.], libri_tot_loss[loss=0.2667, simple_loss=0.334, pruned_loss=0.09973, over 2467667.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.05838, over 7944.02 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3498, pruned_loss=0.1109, over 2475505.29 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07431, over 21877.33 utterances.], batch size: 161, lr: 7.52e-04
2022-08-21 23:09:49,505 INFO [train.py:927] (0/8) Epoch 3, batch 25200, giga_loss[loss=0.2342, simple_loss=0.2982, pruned_loss=0.08513, over 12474.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03815, over 31.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3486, pruned_loss=0.1115, over 2474054.22 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07023, over 20154.75 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.334, pruned_loss=0.09986, over 2467805.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.06272, over 8036.46 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3486, pruned_loss=0.1112, over 2474915.37 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0688, over 21229.95 utterances.], batch size: 31, lr: 7.51e-04
2022-08-21 23:10:18,599 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-78000.pt
2022-08-21 23:11:40,077 INFO [train.py:927] (0/8) Epoch 3, batch 25250, giga_loss[loss=0.2777, simple_loss=0.3475, pruned_loss=0.1039, over 12380.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02703, over 91.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3467, pruned_loss=0.1114, over 2473589.41 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06774, over 19833.51 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3338, pruned_loss=0.1002, over 2467608.92 frames. utt_duration=1234 frames, utt_pad_proportion=0.06167, over 8010.54 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3473, pruned_loss=0.1112, over 2474635.26 frames. utt_duration=472 frames, utt_pad_proportion=0.06714, over 21037.71 utterances.], batch size: 91, lr: 7.51e-04
2022-08-21 23:13:26,003 INFO [train.py:927] (0/8) Epoch 3, batch 25300, giga_loss[loss=0.2672, simple_loss=0.3357, pruned_loss=0.09942, over 12291.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03724, over 51.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3461, pruned_loss=0.1107, over 2474278.42 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06555, over 20073.71 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3338, pruned_loss=0.1001, over 2467725.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.06151, over 8015.38 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3468, pruned_loss=0.1107, over 2475054.12 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06527, over 21123.28 utterances.], batch size: 51, lr: 7.51e-04
2022-08-21 23:15:08,819 INFO [train.py:927] (0/8) Epoch 3, batch 25350, giga_loss[loss=0.3537, simple_loss=0.3876, pruned_loss=0.1599, over 12350.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3459, pruned_loss=0.1095, over 2474935.46 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07029, over 20416.75 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3348, pruned_loss=0.09996, over 2467745.56 frames. utt_duration=1224 frames, utt_pad_proportion=0.0647, over 8075.26 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3459, pruned_loss=0.1099, over 2475744.40 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06882, over 21516.64 utterances.], batch size: 371, lr: 7.51e-04
2022-08-21 23:16:52,518 INFO [train.py:927] (0/8) Epoch 3, batch 25400, libri_loss[loss=0.2474, simple_loss=0.3242, pruned_loss=0.08531, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01076, over 38.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3477, pruned_loss=0.1096, over 2474884.56 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07043, over 20492.57 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3355, pruned_loss=0.09984, over 2468021.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.06368, over 8062.87 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3472, pruned_loss=0.1102, over 2475400.34 frames. utt_duration=459.9 frames, utt_pad_proportion=0.06964, over 21599.67 utterances.], batch size: 38, lr: 7.50e-04
2022-08-21 23:18:41,460 INFO [train.py:927] (0/8) Epoch 3, batch 25450, giga_loss[loss=0.2563, simple_loss=0.3491, pruned_loss=0.08176, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03105, over 42.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3468, pruned_loss=0.1088, over 2475520.61 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07025, over 20527.27 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3355, pruned_loss=0.0998, over 2468223.26 frames. utt_duration=1223 frames, utt_pad_proportion=0.06379, over 8083.98 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3466, pruned_loss=0.1094, over 2475849.74 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06964, over 21536.17 utterances.], batch size: 42, lr: 7.50e-04
2022-08-21 23:20:27,565 INFO [train.py:927] (0/8) Epoch 3, batch 25500, giga_loss[loss=0.2261, simple_loss=0.3167, pruned_loss=0.06775, over 12350.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02994, over 70.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3477, pruned_loss=0.1071, over 2475725.67 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07124, over 20643.14 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3354, pruned_loss=0.09977, over 2468086.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06332, over 8075.14 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3477, pruned_loss=0.1077, over 2476153.89 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07088, over 21542.64 utterances.], batch size: 70, lr: 7.50e-04
2022-08-21 23:22:11,622 INFO [train.py:927] (0/8) Epoch 3, batch 25550, giga_loss[loss=0.2668, simple_loss=0.3306, pruned_loss=0.1015, over 12352.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03276, over 58.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3489, pruned_loss=0.1082, over 2475549.91 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06778, over 20391.94 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3347, pruned_loss=0.09946, over 2468147.61 frames. utt_duration=1231 frames, utt_pad_proportion=0.06236, over 8029.61 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3498, pruned_loss=0.1092, over 2476004.31 frames. utt_duration=463.7 frames, utt_pad_proportion=0.06799, over 21428.47 utterances.], batch size: 58, lr: 7.50e-04
2022-08-21 23:23:53,241 INFO [train.py:927] (0/8) Epoch 3, batch 25600, giga_loss[loss=0.2808, simple_loss=0.3457, pruned_loss=0.1079, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03327, over 39.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3485, pruned_loss=0.1087, over 2474765.70 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06909, over 19888.18 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3346, pruned_loss=0.09952, over 2468060.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06191, over 8029.77 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3497, pruned_loss=0.1095, over 2475417.01 frames. utt_duration=473.2 frames, utt_pad_proportion=0.0694, over 20988.58 utterances.], batch size: 39, lr: 7.50e-04
2022-08-21 23:25:35,150 INFO [train.py:927] (0/8) Epoch 3, batch 25650, giga_loss[loss=0.2711, simple_loss=0.3528, pruned_loss=0.09467, over 12413.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03992, over 123.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3484, pruned_loss=0.1076, over 2473549.06 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07299, over 19788.00 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3351, pruned_loss=0.09984, over 2468311.59 frames. utt_duration=1208 frames, utt_pad_proportion=0.06966, over 8180.74 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3492, pruned_loss=0.1083, over 2473990.91 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07042, over 20787.28 utterances.], batch size: 123, lr: 7.49e-04
2022-08-21 23:26:31,475 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-21 23:26:33,398 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-3.pt
2022-08-21 23:29:01,584 INFO [train.py:927] (0/8) Epoch 4, batch 50, giga_loss[loss=0.2514, simple_loss=0.3363, pruned_loss=0.08327, over 12419.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03365, over 75.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3355, pruned_loss=0.08899, over 548078.47 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05001, over 3806.27 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3113, pruned_loss=0.07238, over 24687.67 frames. utt_duration=1396 frames, utt_pad_proportion=0.006739, over 70.81 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3364, pruned_loss=0.08963, over 528672.26 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05067, over 3751.21 utterances.], batch size: 75, lr: 7.40e-04
2022-08-21 23:30:47,539 INFO [train.py:927] (0/8) Epoch 4, batch 100, libri_loss[loss=0.2973, simple_loss=0.4184, pruned_loss=0.08816, over 12179.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00844, over 30.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3191, pruned_loss=0.08061, over 975187.40 frames. utt_duration=557.9 frames, utt_pad_proportion=0.04956, over 7011.27 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3499, pruned_loss=0.07906, over 73007.14 frames. utt_duration=1377 frames, utt_pad_proportion=0.01025, over 212.29 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3169, pruned_loss=0.0807, over 929720.35 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05056, over 6948.37 utterances.], batch size: 30, lr: 7.40e-04
2022-08-21 23:32:29,225 INFO [train.py:927] (0/8) Epoch 4, batch 150, giga_loss[loss=0.1941, simple_loss=0.2658, pruned_loss=0.06122, over 12304.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04349, over 26.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3019, pruned_loss=0.07275, over 1307081.15 frames. utt_duration=545 frames, utt_pad_proportion=0.06541, over 9620.16 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3384, pruned_loss=0.07766, over 143921.40 frames. utt_duration=1134 frames, utt_pad_proportion=0.09669, over 508.32 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.299, pruned_loss=0.07251, over 1235203.39 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06362, over 9517.20 utterances.], batch size: 26, lr: 7.40e-04
2022-08-21 23:34:14,010 INFO [train.py:927] (0/8) Epoch 4, batch 200, giga_loss[loss=0.1696, simple_loss=0.2484, pruned_loss=0.04536, over 12178.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03185, over 36.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2895, pruned_loss=0.06753, over 1565183.65 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06683, over 11984.75 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3315, pruned_loss=0.0762, over 178594.05 frames. utt_duration=1200 frames, utt_pad_proportion=0.08229, over 596.25 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2868, pruned_loss=0.06712, over 1494735.91 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06614, over 11964.40 utterances.], batch size: 36, lr: 7.39e-04
2022-08-21 23:35:54,210 INFO [train.py:927] (0/8) Epoch 4, batch 250, libri_loss[loss=0.2225, simple_loss=0.2958, pruned_loss=0.07456, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01015, over 28.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2845, pruned_loss=0.06578, over 1766102.69 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06166, over 13076.51 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3305, pruned_loss=0.07858, over 235052.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06851, over 766.44 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2812, pruned_loss=0.06485, over 1692248.31 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06166, over 13165.13 utterances.], batch size: 28, lr: 7.39e-04
2022-08-21 23:37:37,611 INFO [train.py:927] (0/8) Epoch 4, batch 300, libri_loss[loss=0.2473, simple_loss=0.3278, pruned_loss=0.08341, over 12322.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006144, over 36.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2801, pruned_loss=0.06314, over 1922746.32 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06307, over 14243.00 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3355, pruned_loss=0.07947, over 268271.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06275, over 873.33 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2759, pruned_loss=0.06197, over 1856245.99 frames. utt_duration=517 frames, utt_pad_proportion=0.06338, over 14404.38 utterances.], batch size: 36, lr: 7.39e-04
2022-08-21 23:39:21,260 INFO [train.py:927] (0/8) Epoch 4, batch 350, giga_loss[loss=0.1828, simple_loss=0.2607, pruned_loss=0.05242, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2769, pruned_loss=0.06164, over 2044676.22 frames. utt_duration=535.3 frames, utt_pad_proportion=0.0624, over 15321.92 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3365, pruned_loss=0.08049, over 311998.73 frames. utt_duration=1253 frames, utt_pad_proportion=0.05498, over 996.97 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2723, pruned_loss=0.0602, over 1983214.94 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06307, over 15588.21 utterances.], batch size: 146, lr: 7.39e-04
2022-08-21 23:41:03,256 INFO [train.py:927] (0/8) Epoch 4, batch 400, giga_loss[loss=0.1544, simple_loss=0.2312, pruned_loss=0.03883, over 12433.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04684, over 34.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.273, pruned_loss=0.05983, over 2139713.11 frames. utt_duration=533.1 frames, utt_pad_proportion=0.0627, over 16099.60 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3337, pruned_loss=0.08082, over 375768.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.04659, over 1173.93 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2678, pruned_loss=0.05794, over 2080465.74 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06389, over 16568.33 utterances.], batch size: 34, lr: 7.39e-04
2022-08-21 23:42:45,615 INFO [train.py:927] (0/8) Epoch 4, batch 450, giga_loss[loss=0.186, simple_loss=0.2527, pruned_loss=0.05969, over 12351.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.02975, over 51.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2689, pruned_loss=0.05807, over 2214251.90 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06138, over 16211.36 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3335, pruned_loss=0.08164, over 407217.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.04416, over 1271.90 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2639, pruned_loss=0.05609, over 2163387.93 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06262, over 16694.19 utterances.], batch size: 51, lr: 7.38e-04
2022-08-21 23:44:25,526 INFO [train.py:927] (0/8) Epoch 4, batch 500, giga_loss[loss=0.2298, simple_loss=0.3179, pruned_loss=0.07091, over 12147.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04564, over 28.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2797, pruned_loss=0.06361, over 2271907.95 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06143, over 16466.37 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3346, pruned_loss=0.08144, over 458315.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.04415, over 1447.28 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2743, pruned_loss=0.0617, over 2226255.39 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06259, over 17031.14 utterances.], batch size: 28, lr: 7.38e-04
2022-08-21 23:46:09,367 INFO [train.py:927] (0/8) Epoch 4, batch 550, giga_loss[loss=0.2343, simple_loss=0.3173, pruned_loss=0.07562, over 12392.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03379, over 80.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2914, pruned_loss=0.06933, over 2316553.66 frames. utt_duration=554 frames, utt_pad_proportion=0.06523, over 16770.64 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3275, pruned_loss=0.07903, over 527662.04 frames. utt_duration=1303 frames, utt_pad_proportion=0.03957, over 1621.88 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2872, pruned_loss=0.06793, over 2274277.78 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06657, over 17535.86 utterances.], batch size: 80, lr: 7.38e-04
2022-08-21 23:47:53,126 INFO [train.py:927] (0/8) Epoch 4, batch 600, giga_loss[loss=0.1928, simple_loss=0.2813, pruned_loss=0.05215, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03542, over 28.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2982, pruned_loss=0.07152, over 2350281.87 frames. utt_duration=546 frames, utt_pad_proportion=0.06748, over 17266.56 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3256, pruned_loss=0.07864, over 575569.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.0407, over 1781.71 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2947, pruned_loss=0.07035, over 2313672.89 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06853, over 18066.63 utterances.], batch size: 28, lr: 7.38e-04
2022-08-21 23:49:36,993 INFO [train.py:927] (0/8) Epoch 4, batch 650, giga_loss[loss=0.2564, simple_loss=0.3305, pruned_loss=0.09113, over 12441.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03717, over 133.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.303, pruned_loss=0.07384, over 2377535.89 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07112, over 18280.85 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3255, pruned_loss=0.07887, over 603651.60 frames. utt_duration=1305 frames, utt_pad_proportion=0.0394, over 1851.69 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.2999, pruned_loss=0.0728, over 2347363.64 frames. utt_duration=494 frames, utt_pad_proportion=0.07204, over 19066.34 utterances.], batch size: 133, lr: 7.37e-04
2022-08-21 23:51:21,906 INFO [train.py:927] (0/8) Epoch 4, batch 700, giga_loss[loss=0.2696, simple_loss=0.334, pruned_loss=0.1026, over 12346.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.198, over 366.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07724, over 2398604.26 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07234, over 18497.10 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3324, pruned_loss=0.07978, over 631653.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.03828, over 1933.52 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3054, pruned_loss=0.07618, over 2373546.38 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07323, over 19262.14 utterances.], batch size: 366, lr: 7.37e-04
2022-08-21 23:53:03,400 INFO [train.py:927] (0/8) Epoch 4, batch 750, giga_loss[loss=0.2688, simple_loss=0.3524, pruned_loss=0.09258, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.03168, over 26.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3155, pruned_loss=0.07962, over 2415679.92 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06971, over 18014.94 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.333, pruned_loss=0.08006, over 695060.49 frames. utt_duration=1322 frames, utt_pad_proportion=0.03469, over 2105.20 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3112, pruned_loss=0.07868, over 2393504.43 frames. utt_duration=506 frames, utt_pad_proportion=0.07127, over 18975.59 utterances.], batch size: 26, lr: 7.37e-04
2022-08-21 23:54:43,699 INFO [train.py:927] (0/8) Epoch 4, batch 800, giga_loss[loss=0.2156, simple_loss=0.3091, pruned_loss=0.06102, over 12464.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02991, over 75.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3173, pruned_loss=0.07981, over 2428343.79 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0745, over 18461.48 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3316, pruned_loss=0.07946, over 721414.80 frames. utt_duration=1332 frames, utt_pad_proportion=0.0335, over 2168.29 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3142, pruned_loss=0.07924, over 2410320.99 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07581, over 19394.76 utterances.], batch size: 75, lr: 7.37e-04
2022-08-21 23:56:26,635 INFO [train.py:927] (0/8) Epoch 4, batch 850, giga_loss[loss=0.2384, simple_loss=0.3261, pruned_loss=0.07532, over 12399.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3171, pruned_loss=0.07837, over 2438578.64 frames. utt_duration=558.7 frames, utt_pad_proportion=0.07111, over 17504.60 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3302, pruned_loss=0.07889, over 747711.33 frames. utt_duration=1333 frames, utt_pad_proportion=0.03274, over 2246.31 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3148, pruned_loss=0.07807, over 2423681.57 frames. utt_duration=528.8 frames, utt_pad_proportion=0.07265, over 18385.52 utterances.], batch size: 70, lr: 7.36e-04
2022-08-21 23:58:08,502 INFO [train.py:927] (0/8) Epoch 4, batch 900, libri_loss[loss=0.302, simple_loss=0.3619, pruned_loss=0.121, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007999, over 38.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3184, pruned_loss=0.07948, over 2445513.22 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06629, over 16995.25 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.329, pruned_loss=0.07905, over 806884.79 frames. utt_duration=1335 frames, utt_pad_proportion=0.03084, over 2420.17 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3165, pruned_loss=0.07917, over 2432829.93 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06849, over 18032.19 utterances.], batch size: 38, lr: 7.36e-04
2022-08-21 23:59:52,567 INFO [train.py:927] (0/8) Epoch 4, batch 950, giga_loss[loss=0.2367, simple_loss=0.309, pruned_loss=0.08221, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03096, over 42.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.32, pruned_loss=0.08231, over 2450954.75 frames. utt_duration=576 frames, utt_pad_proportion=0.06764, over 17065.40 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3281, pruned_loss=0.07926, over 855955.38 frames. utt_duration=1335 frames, utt_pad_proportion=0.02961, over 2567.86 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3185, pruned_loss=0.08207, over 2440376.92 frames. utt_duration=539 frames, utt_pad_proportion=0.06988, over 18161.09 utterances.], batch size: 42, lr: 7.36e-04
2022-08-22 00:01:35,709 INFO [train.py:927] (0/8) Epoch 4, batch 1000, giga_loss[loss=0.2794, simple_loss=0.3456, pruned_loss=0.1065, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07787, over 213.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3192, pruned_loss=0.08307, over 2456435.56 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06858, over 17198.43 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3251, pruned_loss=0.07814, over 911669.65 frames. utt_duration=1351 frames, utt_pad_proportion=0.02774, over 2702.92 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3188, pruned_loss=0.0834, over 2447344.43 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07097, over 18429.83 utterances.], batch size: 213, lr: 7.36e-04
2022-08-22 00:03:16,995 INFO [train.py:927] (0/8) Epoch 4, batch 1050, giga_loss[loss=0.2355, simple_loss=0.3197, pruned_loss=0.07562, over 12460.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04632, over 34.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3178, pruned_loss=0.08223, over 2460043.07 frames. utt_duration=610 frames, utt_pad_proportion=0.06391, over 16171.14 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3234, pruned_loss=0.07767, over 965480.19 frames. utt_duration=1349 frames, utt_pad_proportion=0.02712, over 2866.88 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08279, over 2452251.44 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06686, over 17459.32 utterances.], batch size: 34, lr: 7.36e-04
2022-08-22 00:04:59,657 INFO [train.py:927] (0/8) Epoch 4, batch 1100, giga_loss[loss=0.2184, simple_loss=0.3049, pruned_loss=0.06597, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07029, over 211.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3154, pruned_loss=0.08106, over 2463394.38 frames. utt_duration=561.6 frames, utt_pad_proportion=0.07101, over 17591.54 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3225, pruned_loss=0.07799, over 1002736.56 frames. utt_duration=1358 frames, utt_pad_proportion=0.02652, over 2956.29 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08147, over 2456975.36 frames. utt_duration=523 frames, utt_pad_proportion=0.0731, over 18844.28 utterances.], batch size: 211, lr: 7.35e-04
2022-08-22 00:06:45,674 INFO [train.py:927] (0/8) Epoch 4, batch 1150, giga_loss[loss=0.2082, simple_loss=0.2826, pruned_loss=0.06684, over 12378.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04151, over 133.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3107, pruned_loss=0.07885, over 2465266.38 frames. utt_duration=550.9 frames, utt_pad_proportion=0.071, over 17948.16 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3219, pruned_loss=0.07762, over 1031610.49 frames. utt_duration=1364 frames, utt_pad_proportion=0.02564, over 3027.64 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.311, pruned_loss=0.07935, over 2460287.15 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07306, over 19151.22 utterances.], batch size: 133, lr: 7.35e-04
2022-08-22 00:08:29,964 INFO [train.py:927] (0/8) Epoch 4, batch 1200, giga_loss[loss=0.2398, simple_loss=0.3134, pruned_loss=0.0831, over 12468.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03426, over 40.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.07778, over 2467503.08 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07279, over 18668.00 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3221, pruned_loss=0.07758, over 1087900.57 frames. utt_duration=1364 frames, utt_pad_proportion=0.02451, over 3194.39 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3077, pruned_loss=0.07819, over 2463583.98 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07506, over 20061.65 utterances.], batch size: 40, lr: 7.35e-04
2022-08-22 00:10:11,920 INFO [train.py:927] (0/8) Epoch 4, batch 1250, giga_loss[loss=0.208, simple_loss=0.2852, pruned_loss=0.06542, over 12343.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03351, over 58.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07793, over 2467791.76 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06984, over 18187.67 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3203, pruned_loss=0.07686, over 1128570.38 frames. utt_duration=1375 frames, utt_pad_proportion=0.02396, over 3286.35 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.07855, over 2464834.77 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07239, over 19626.63 utterances.], batch size: 58, lr: 7.35e-04
2022-08-22 00:11:54,702 INFO [train.py:927] (0/8) Epoch 4, batch 1300, giga_loss[loss=0.2109, simple_loss=0.2859, pruned_loss=0.06791, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3055, pruned_loss=0.07675, over 2469119.10 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06467, over 17898.39 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3197, pruned_loss=0.07641, over 1161864.45 frames. utt_duration=1378 frames, utt_pad_proportion=0.02315, over 3377.36 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3055, pruned_loss=0.07745, over 2466627.14 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06756, over 19303.69 utterances.], batch size: 98, lr: 7.34e-04
2022-08-22 00:13:36,101 INFO [train.py:927] (0/8) Epoch 4, batch 1350, giga_loss[loss=0.2071, simple_loss=0.2827, pruned_loss=0.0657, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03756, over 105.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3041, pruned_loss=0.07551, over 2469324.41 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06386, over 16933.60 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.325, pruned_loss=0.07759, over 1181346.90 frames. utt_duration=1314 frames, utt_pad_proportion=0.04531, over 3599.14 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3014, pruned_loss=0.07551, over 2467384.38 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06276, over 18030.57 utterances.], batch size: 105, lr: 7.34e-04
2022-08-22 00:15:16,924 INFO [train.py:927] (0/8) Epoch 4, batch 1400, giga_loss[loss=0.2155, simple_loss=0.2807, pruned_loss=0.07517, over 12156.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03503, over 36.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3023, pruned_loss=0.07478, over 2469809.99 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06563, over 16799.97 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3248, pruned_loss=0.07761, over 1256850.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05542, over 3973.51 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.299, pruned_loss=0.07461, over 2467911.41 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06298, over 18076.05 utterances.], batch size: 36, lr: 7.34e-04
2022-08-22 00:16:59,722 INFO [train.py:927] (0/8) Epoch 4, batch 1450, giga_loss[loss=0.2159, simple_loss=0.2786, pruned_loss=0.0766, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03175, over 42.00 utterances.], tot_loss[loss=0.222, simple_loss=0.2977, pruned_loss=0.07316, over 2470431.39 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06194, over 16314.77 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3248, pruned_loss=0.0781, over 1268822.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.06266, over 4079.72 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2948, pruned_loss=0.07275, over 2469048.18 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05841, over 17332.04 utterances.], batch size: 42, lr: 7.34e-04
2022-08-22 00:18:40,215 INFO [train.py:927] (0/8) Epoch 4, batch 1500, giga_loss[loss=0.2221, simple_loss=0.2894, pruned_loss=0.07745, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03278, over 97.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2931, pruned_loss=0.07068, over 2470317.59 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05627, over 15584.32 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3232, pruned_loss=0.07763, over 1298287.91 frames. utt_duration=1255 frames, utt_pad_proportion=0.06052, over 4143.03 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2909, pruned_loss=0.07043, over 2469477.58 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05409, over 16611.18 utterances.], batch size: 97, lr: 7.33e-04
2022-08-22 00:19:56,354 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-80000.pt
2022-08-22 00:20:28,645 INFO [train.py:927] (0/8) Epoch 4, batch 1550, giga_loss[loss=0.2119, simple_loss=0.2887, pruned_loss=0.06753, over 12356.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04953, over 34.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.294, pruned_loss=0.07179, over 2470688.06 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05726, over 15900.00 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3221, pruned_loss=0.07724, over 1327575.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05896, over 4224.45 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2921, pruned_loss=0.07163, over 2469765.25 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05577, over 16906.16 utterances.], batch size: 34, lr: 7.33e-04
2022-08-22 00:22:10,794 INFO [train.py:927] (0/8) Epoch 4, batch 1600, giga_loss[loss=0.2142, simple_loss=0.2806, pruned_loss=0.07385, over 12365.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.03929, over 37.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3, pruned_loss=0.07548, over 2471829.56 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05919, over 16501.82 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.322, pruned_loss=0.07742, over 1350262.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05728, over 4278.61 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.2981, pruned_loss=0.07519, over 2471097.17 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05829, over 17459.65 utterances.], batch size: 37, lr: 7.33e-04
2022-08-22 00:23:51,438 INFO [train.py:927] (0/8) Epoch 4, batch 1650, giga_loss[loss=0.222, simple_loss=0.2974, pruned_loss=0.07326, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03368, over 51.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3045, pruned_loss=0.07745, over 2472699.12 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05944, over 16936.95 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.32, pruned_loss=0.07636, over 1399413.94 frames. utt_duration=1268 frames, utt_pad_proportion=0.05604, over 4421.36 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3032, pruned_loss=0.07771, over 2472382.88 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05898, over 18068.26 utterances.], batch size: 51, lr: 7.33e-04
2022-08-22 00:25:35,564 INFO [train.py:927] (0/8) Epoch 4, batch 1700, giga_loss[loss=0.3233, simple_loss=0.3776, pruned_loss=0.1345, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04181, over 146.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3108, pruned_loss=0.08005, over 2472802.03 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06336, over 17663.32 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3196, pruned_loss=0.0762, over 1420654.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.06129, over 4547.22 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3098, pruned_loss=0.0804, over 2472604.49 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06161, over 18690.00 utterances.], batch size: 146, lr: 7.33e-04
2022-08-22 00:27:17,361 INFO [train.py:927] (0/8) Epoch 4, batch 1750, giga_loss[loss=0.2192, simple_loss=0.2969, pruned_loss=0.07078, over 12288.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02648, over 42.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3143, pruned_loss=0.0817, over 2473098.47 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06004, over 17921.61 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3192, pruned_loss=0.07677, over 1446730.84 frames. utt_duration=1257 frames, utt_pad_proportion=0.05995, over 4609.09 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3136, pruned_loss=0.0818, over 2472902.86 frames. utt_duration=522.4 frames, utt_pad_proportion=0.05913, over 18990.28 utterances.], batch size: 42, lr: 7.32e-04
2022-08-22 00:28:56,400 INFO [train.py:927] (0/8) Epoch 4, batch 1800, giga_loss[loss=0.2215, simple_loss=0.3101, pruned_loss=0.06649, over 12424.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07949, over 2473654.83 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06172, over 18100.10 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3192, pruned_loss=0.07665, over 1477035.53 frames. utt_duration=1257 frames, utt_pad_proportion=0.05804, over 4704.40 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3126, pruned_loss=0.07976, over 2473593.43 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06133, over 19220.23 utterances.], batch size: 113, lr: 7.32e-04
2022-08-22 00:30:38,638 INFO [train.py:927] (0/8) Epoch 4, batch 1850, giga_loss[loss=0.2912, simple_loss=0.3415, pruned_loss=0.1204, over 12394.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3153, pruned_loss=0.07978, over 2473098.24 frames. utt_duration=564 frames, utt_pad_proportion=0.06058, over 17585.15 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3209, pruned_loss=0.07658, over 1496585.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05667, over 4757.86 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3137, pruned_loss=0.08009, over 2473228.85 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06065, over 18658.03 utterances.], batch size: 257, lr: 7.32e-04
2022-08-22 00:32:19,285 INFO [train.py:927] (0/8) Epoch 4, batch 1900, giga_loss[loss=0.2591, simple_loss=0.328, pruned_loss=0.09512, over 12395.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3176, pruned_loss=0.08115, over 2473597.25 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05685, over 17362.95 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3208, pruned_loss=0.07653, over 1516162.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05532, over 4798.36 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08148, over 2473527.23 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05742, over 18409.44 utterances.], batch size: 183, lr: 7.32e-04
2022-08-22 00:34:03,162 INFO [train.py:927] (0/8) Epoch 4, batch 1950, giga_loss[loss=0.2436, simple_loss=0.3173, pruned_loss=0.08497, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03155, over 36.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3197, pruned_loss=0.08304, over 2473860.87 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06066, over 17489.70 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3201, pruned_loss=0.07617, over 1549200.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.05992, over 4944.52 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08369, over 2473766.01 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05975, over 18593.81 utterances.], batch size: 36, lr: 7.31e-04
2022-08-22 00:35:46,301 INFO [train.py:927] (0/8) Epoch 4, batch 2000, giga_loss[loss=0.236, simple_loss=0.318, pruned_loss=0.07703, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0329, over 97.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3209, pruned_loss=0.0845, over 2473265.01 frames. utt_duration=559.2 frames, utt_pad_proportion=0.0594, over 17738.87 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3195, pruned_loss=0.07587, over 1566922.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05871, over 4978.36 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08531, over 2473717.35 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05902, over 18799.33 utterances.], batch size: 97, lr: 7.31e-04
2022-08-22 00:37:27,979 INFO [train.py:927] (0/8) Epoch 4, batch 2050, giga_loss[loss=0.2691, simple_loss=0.3402, pruned_loss=0.09904, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03704, over 113.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3213, pruned_loss=0.0837, over 2472660.73 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05549, over 16447.45 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3188, pruned_loss=0.07544, over 1589167.97 frames. utt_duration=1266 frames, utt_pad_proportion=0.057, over 5027.42 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3215, pruned_loss=0.08478, over 2473189.67 frames. utt_duration=566 frames, utt_pad_proportion=0.05582, over 17524.09 utterances.], batch size: 113, lr: 7.31e-04
2022-08-22 00:39:08,935 INFO [train.py:927] (0/8) Epoch 4, batch 2100, giga_loss[loss=0.2463, simple_loss=0.314, pruned_loss=0.08926, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06677, over 184.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.08351, over 2473244.12 frames. utt_duration=573 frames, utt_pad_proportion=0.06375, over 17310.57 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3181, pruned_loss=0.07532, over 1623560.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05453, over 5098.89 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3214, pruned_loss=0.08476, over 2474016.35 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06429, over 18554.32 utterances.], batch size: 184, lr: 7.31e-04
2022-08-22 00:40:51,030 INFO [train.py:927] (0/8) Epoch 4, batch 2150, giga_loss[loss=0.2534, simple_loss=0.3287, pruned_loss=0.08905, over 12386.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03282, over 104.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3193, pruned_loss=0.08315, over 2472851.97 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06018, over 16680.09 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.0753, over 1636173.54 frames. utt_duration=1277 frames, utt_pad_proportion=0.05364, over 5129.31 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3201, pruned_loss=0.08425, over 2473512.59 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06109, over 17787.56 utterances.], batch size: 104, lr: 7.31e-04
2022-08-22 00:42:32,758 INFO [train.py:927] (0/8) Epoch 4, batch 2200, giga_loss[loss=0.273, simple_loss=0.35, pruned_loss=0.09798, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02865, over 66.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3206, pruned_loss=0.08444, over 2472063.51 frames. utt_duration=608.2 frames, utt_pad_proportion=0.06357, over 16298.41 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3184, pruned_loss=0.07616, over 1664292.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05694, over 5268.04 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3209, pruned_loss=0.08505, over 2473240.78 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06331, over 17429.20 utterances.], batch size: 66, lr: 7.30e-04
2022-08-22 00:44:15,107 INFO [train.py:927] (0/8) Epoch 4, batch 2250, giga_loss[loss=0.2513, simple_loss=0.3267, pruned_loss=0.08797, over 12348.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04181, over 113.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3207, pruned_loss=0.08427, over 2471115.43 frames. utt_duration=635.7 frames, utt_pad_proportion=0.05998, over 15585.26 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3179, pruned_loss=0.07596, over 1684309.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.05543, over 5298.94 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3213, pruned_loss=0.08507, over 2472030.59 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06045, over 16694.51 utterances.], batch size: 113, lr: 7.30e-04
2022-08-22 00:45:56,230 INFO [train.py:927] (0/8) Epoch 4, batch 2300, giga_loss[loss=0.2497, simple_loss=0.3271, pruned_loss=0.08618, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04811, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3214, pruned_loss=0.08392, over 2471073.41 frames. utt_duration=652.8 frames, utt_pad_proportion=0.05585, over 15175.20 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3194, pruned_loss=0.07629, over 1714871.93 frames. utt_duration=1277 frames, utt_pad_proportion=0.05325, over 5378.51 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.321, pruned_loss=0.08463, over 2472161.46 frames. utt_duration=605.7 frames, utt_pad_proportion=0.0572, over 16367.36 utterances.], batch size: 31, lr: 7.30e-04
2022-08-22 00:47:39,520 INFO [train.py:927] (0/8) Epoch 4, batch 2350, giga_loss[loss=0.1986, simple_loss=0.2798, pruned_loss=0.05865, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3188, pruned_loss=0.08242, over 2471880.63 frames. utt_duration=640 frames, utt_pad_proportion=0.06045, over 15484.69 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3197, pruned_loss=0.07649, over 1726177.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.0524, over 5410.65 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.08296, over 2472732.11 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06145, over 16520.45 utterances.], batch size: 70, lr: 7.30e-04
2022-08-22 00:49:21,397 INFO [train.py:927] (0/8) Epoch 4, batch 2400, giga_loss[loss=0.255, simple_loss=0.3239, pruned_loss=0.09302, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03662, over 37.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3177, pruned_loss=0.08237, over 2472415.77 frames. utt_duration=626.8 frames, utt_pad_proportion=0.06053, over 15816.48 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3194, pruned_loss=0.07651, over 1740936.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05128, over 5435.23 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.0829, over 2473142.65 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06167, over 16802.50 utterances.], batch size: 37, lr: 7.29e-04
2022-08-22 00:51:03,839 INFO [train.py:927] (0/8) Epoch 4, batch 2450, giga_loss[loss=0.2182, simple_loss=0.3004, pruned_loss=0.06796, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08207, over 2472484.58 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06759, over 16586.84 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3198, pruned_loss=0.07713, over 1762496.77 frames. utt_duration=1268 frames, utt_pad_proportion=0.05579, over 5564.34 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3156, pruned_loss=0.08226, over 2473175.90 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06704, over 17538.15 utterances.], batch size: 75, lr: 7.29e-04
2022-08-22 00:52:43,740 INFO [train.py:927] (0/8) Epoch 4, batch 2500, giga_loss[loss=0.2191, simple_loss=0.2923, pruned_loss=0.07296, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0304, over 97.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3117, pruned_loss=0.08004, over 2472887.97 frames. utt_duration=617.2 frames, utt_pad_proportion=0.06818, over 16066.73 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3193, pruned_loss=0.07691, over 1786574.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.0542, over 5617.92 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3114, pruned_loss=0.08046, over 2473849.75 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06838, over 17128.94 utterances.], batch size: 97, lr: 7.29e-04
2022-08-22 00:54:26,961 INFO [train.py:927] (0/8) Epoch 4, batch 2550, giga_loss[loss=0.2265, simple_loss=0.3058, pruned_loss=0.07363, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3108, pruned_loss=0.08011, over 2473648.77 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06677, over 16934.02 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.32, pruned_loss=0.07724, over 1799945.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.05339, over 5635.53 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.31, pruned_loss=0.08028, over 2474665.97 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06731, over 17962.27 utterances.], batch size: 91, lr: 7.29e-04
2022-08-22 00:56:09,220 INFO [train.py:927] (0/8) Epoch 4, batch 2600, giga_loss[loss=0.1873, simple_loss=0.2679, pruned_loss=0.05335, over 12468.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03387, over 26.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3139, pruned_loss=0.08092, over 2474175.89 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06657, over 17575.02 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3216, pruned_loss=0.07739, over 1803219.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.05308, over 5644.36 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3121, pruned_loss=0.08097, over 2475065.00 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06711, over 18428.58 utterances.], batch size: 26, lr: 7.28e-04
2022-08-22 00:57:50,138 INFO [train.py:927] (0/8) Epoch 4, batch 2650, giga_loss[loss=0.2036, simple_loss=0.2891, pruned_loss=0.05909, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03352, over 51.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07979, over 2474091.33 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06428, over 17609.61 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3215, pruned_loss=0.07738, over 1813091.70 frames. utt_duration=1282 frames, utt_pad_proportion=0.05224, over 5662.58 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3121, pruned_loss=0.07987, over 2474911.47 frames. utt_duration=539 frames, utt_pad_proportion=0.06508, over 18419.04 utterances.], batch size: 51, lr: 7.28e-04
2022-08-22 00:59:29,467 INFO [train.py:927] (0/8) Epoch 4, batch 2700, giga_loss[loss=0.2544, simple_loss=0.3352, pruned_loss=0.08678, over 12361.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06072, over 182.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.313, pruned_loss=0.07912, over 2474471.07 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05993, over 17997.68 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3214, pruned_loss=0.07738, over 1819612.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.05171, over 5679.89 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3118, pruned_loss=0.07922, over 2475193.75 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06088, over 18728.48 utterances.], batch size: 182, lr: 7.28e-04
2022-08-22 01:01:09,279 INFO [train.py:927] (0/8) Epoch 4, batch 2750, giga_loss[loss=0.2281, simple_loss=0.3027, pruned_loss=0.07676, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3124, pruned_loss=0.07893, over 2474578.45 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05919, over 18142.35 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3208, pruned_loss=0.0773, over 1838805.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.05033, over 5719.13 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3116, pruned_loss=0.0791, over 2475336.81 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06044, over 19032.46 utterances.], batch size: 91, lr: 7.28e-04
2022-08-22 01:02:49,218 INFO [train.py:927] (0/8) Epoch 4, batch 2800, giga_loss[loss=0.2401, simple_loss=0.318, pruned_loss=0.08108, over 12367.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07976, over 2473951.91 frames. utt_duration=549.1 frames, utt_pad_proportion=0.0596, over 18071.64 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3215, pruned_loss=0.07775, over 1854239.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.05032, over 5789.41 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3134, pruned_loss=0.07964, over 2474827.04 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06067, over 18997.71 utterances.], batch size: 132, lr: 7.28e-04
2022-08-22 01:04:31,086 INFO [train.py:927] (0/8) Epoch 4, batch 2850, giga_loss[loss=0.2503, simple_loss=0.3152, pruned_loss=0.09266, over 12208.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03884, over 28.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08063, over 2473731.31 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05611, over 17778.41 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.322, pruned_loss=0.07783, over 1872137.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.0488, over 5818.34 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3155, pruned_loss=0.08056, over 2474874.35 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05765, over 18833.42 utterances.], batch size: 28, lr: 7.27e-04
2022-08-22 01:06:11,349 INFO [train.py:927] (0/8) Epoch 4, batch 2900, giga_loss[loss=0.2095, simple_loss=0.3028, pruned_loss=0.05807, over 12380.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03044, over 58.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3163, pruned_loss=0.07982, over 2474015.72 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05294, over 17348.49 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3219, pruned_loss=0.07775, over 1881135.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.04811, over 5843.93 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3152, pruned_loss=0.07985, over 2474899.91 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05457, over 18319.27 utterances.], batch size: 58, lr: 7.27e-04
2022-08-22 01:07:51,624 INFO [train.py:927] (0/8) Epoch 4, batch 2950, giga_loss[loss=0.2322, simple_loss=0.3051, pruned_loss=0.07964, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0297, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07987, over 2474149.87 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05446, over 17462.40 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3221, pruned_loss=0.0779, over 1887273.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.04761, over 5861.46 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3145, pruned_loss=0.07981, over 2474645.35 frames. utt_duration=542 frames, utt_pad_proportion=0.05585, over 18313.88 utterances.], batch size: 48, lr: 7.27e-04
2022-08-22 01:09:32,413 INFO [train.py:927] (0/8) Epoch 4, batch 3000, giga_loss[loss=0.2742, simple_loss=0.3544, pruned_loss=0.09703, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07954, over 2473513.88 frames. utt_duration=563 frames, utt_pad_proportion=0.06108, over 17621.54 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3233, pruned_loss=0.07863, over 1896062.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.04761, over 5911.26 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3118, pruned_loss=0.07902, over 2473865.03 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06197, over 18405.57 utterances.], batch size: 146, lr: 7.27e-04
2022-08-22 01:09:32,420 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 01:09:46,049 INFO [train.py:967] (0/8) 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 01:11:23,142 INFO [train.py:927] (0/8) Epoch 4, batch 3050, giga_loss[loss=0.1999, simple_loss=0.2921, pruned_loss=0.05388, over 12359.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03301, over 51.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.315, pruned_loss=0.07925, over 2473658.77 frames. utt_duration=557 frames, utt_pad_proportion=0.05782, over 17813.03 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3236, pruned_loss=0.0789, over 1910085.39 frames. utt_duration=1284 frames, utt_pad_proportion=0.04672, over 5959.09 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07866, over 2474176.97 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05902, over 18663.22 utterances.], batch size: 51, lr: 7.26e-04
2022-08-22 01:13:01,932 INFO [train.py:927] (0/8) Epoch 4, batch 3100, giga_loss[loss=0.2567, simple_loss=0.3263, pruned_loss=0.09349, over 12398.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0685, over 211.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07962, over 2474362.44 frames. utt_duration=555 frames, utt_pad_proportion=0.0553, over 17882.67 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.323, pruned_loss=0.07868, over 1921343.21 frames. utt_duration=1289 frames, utt_pad_proportion=0.04586, over 5967.83 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3137, pruned_loss=0.07931, over 2474716.13 frames. utt_duration=529 frames, utt_pad_proportion=0.05666, over 18765.23 utterances.], batch size: 211, lr: 7.26e-04
2022-08-22 01:14:41,392 INFO [train.py:927] (0/8) Epoch 4, batch 3150, giga_loss[loss=0.2102, simple_loss=0.2898, pruned_loss=0.06524, over 12311.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03605, over 51.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.313, pruned_loss=0.07924, over 2475111.99 frames. utt_duration=567.6 frames, utt_pad_proportion=0.0563, over 17487.61 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3236, pruned_loss=0.07899, over 1943353.43 frames. utt_duration=1281 frames, utt_pad_proportion=0.04531, over 6074.73 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3112, pruned_loss=0.07882, over 2475173.47 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05778, over 18537.00 utterances.], batch size: 51, lr: 7.26e-04
2022-08-22 01:16:19,710 INFO [train.py:927] (0/8) Epoch 4, batch 3200, giga_loss[loss=0.222, simple_loss=0.3017, pruned_loss=0.07116, over 12366.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03216, over 62.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3107, pruned_loss=0.07868, over 2475324.39 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05352, over 17272.08 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3232, pruned_loss=0.0788, over 1961632.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.04383, over 6099.64 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.07849, over 2475430.74 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05542, over 18452.53 utterances.], batch size: 62, lr: 7.26e-04
2022-08-22 01:17:59,518 INFO [train.py:927] (0/8) Epoch 4, batch 3250, giga_loss[loss=0.2306, simple_loss=0.3127, pruned_loss=0.07427, over 12419.00 frames. utt_duration=711 frames, utt_pad_proportion=0.02463, over 70.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.0785, over 2474991.85 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05451, over 17284.35 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3232, pruned_loss=0.0789, over 1978799.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.0498, over 6234.45 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3077, pruned_loss=0.07825, over 2475567.02 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05414, over 18471.43 utterances.], batch size: 70, lr: 7.26e-04
2022-08-22 01:19:39,493 INFO [train.py:927] (0/8) Epoch 4, batch 3300, giga_loss[loss=0.2015, simple_loss=0.2631, pruned_loss=0.06997, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03651, over 43.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3058, pruned_loss=0.07724, over 2475089.66 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05732, over 17619.02 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3231, pruned_loss=0.07886, over 1990631.32 frames. utt_duration=1270 frames, utt_pad_proportion=0.0495, over 6277.97 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3043, pruned_loss=0.07706, over 2475972.12 frames. utt_duration=529 frames, utt_pad_proportion=0.05699, over 18776.22 utterances.], batch size: 43, lr: 7.25e-04
2022-08-22 01:21:19,972 INFO [train.py:927] (0/8) Epoch 4, batch 3350, giga_loss[loss=0.2641, simple_loss=0.344, pruned_loss=0.09208, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06971, over 211.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3062, pruned_loss=0.0774, over 2474460.23 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05833, over 17945.42 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3231, pruned_loss=0.07896, over 2000000.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.04903, over 6303.07 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3047, pruned_loss=0.07715, over 2475384.83 frames. utt_duration=521.7 frames, utt_pad_proportion=0.0582, over 19034.82 utterances.], batch size: 211, lr: 7.25e-04
2022-08-22 01:23:00,479 INFO [train.py:927] (0/8) Epoch 4, batch 3400, libri_loss[loss=0.2423, simple_loss=0.3244, pruned_loss=0.08009, over 12195.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004809, over 33.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3103, pruned_loss=0.07871, over 2473924.86 frames. utt_duration=563.9 frames, utt_pad_proportion=0.0577, over 17596.15 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.324, pruned_loss=0.07914, over 2013482.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.04791, over 6314.83 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3081, pruned_loss=0.07836, over 2475197.67 frames. utt_duration=529.2 frames, utt_pad_proportion=0.05803, over 18764.03 utterances.], batch size: 33, lr: 7.25e-04
2022-08-22 01:24:41,840 INFO [train.py:927] (0/8) Epoch 4, batch 3450, giga_loss[loss=0.2377, simple_loss=0.3092, pruned_loss=0.08304, over 12360.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04434, over 37.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07876, over 2474489.16 frames. utt_duration=572 frames, utt_pad_proportion=0.05658, over 17350.91 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.324, pruned_loss=0.07915, over 2020303.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.04727, over 6325.10 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3095, pruned_loss=0.07847, over 2475536.82 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05716, over 18415.47 utterances.], batch size: 37, lr: 7.25e-04
2022-08-22 01:26:29,212 INFO [train.py:927] (0/8) Epoch 4, batch 3500, giga_loss[loss=0.2675, simple_loss=0.3333, pruned_loss=0.1008, over 12103.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03867, over 30.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3161, pruned_loss=0.08245, over 2474043.18 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06002, over 17545.70 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3243, pruned_loss=0.0794, over 2027302.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05217, over 6429.30 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3142, pruned_loss=0.08208, over 2474669.40 frames. utt_duration=538 frames, utt_pad_proportion=0.05908, over 18449.04 utterances.], batch size: 30, lr: 7.24e-04
2022-08-22 01:27:44,094 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-82000.pt
2022-08-22 01:28:17,168 INFO [train.py:927] (0/8) Epoch 4, batch 3550, giga_loss[loss=0.2581, simple_loss=0.3444, pruned_loss=0.08592, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03189, over 75.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3243, pruned_loss=0.0882, over 2474177.73 frames. utt_duration=536.1 frames, utt_pad_proportion=0.05952, over 18513.25 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3242, pruned_loss=0.07944, over 2035630.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.05121, over 6435.65 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3227, pruned_loss=0.08797, over 2475154.12 frames. utt_duration=511.2 frames, utt_pad_proportion=0.05916, over 19425.52 utterances.], batch size: 75, lr: 7.24e-04
2022-08-22 01:30:03,319 INFO [train.py:927] (0/8) Epoch 4, batch 3600, giga_loss[loss=0.2749, simple_loss=0.3477, pruned_loss=0.101, over 12430.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03116, over 80.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3321, pruned_loss=0.09393, over 2474787.34 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05923, over 18738.24 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3249, pruned_loss=0.07934, over 2039945.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05075, over 6437.29 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3304, pruned_loss=0.09393, over 2475626.13 frames. utt_duration=507.7 frames, utt_pad_proportion=0.0591, over 19563.16 utterances.], batch size: 80, lr: 7.24e-04
2022-08-22 01:31:48,215 INFO [train.py:927] (0/8) Epoch 4, batch 3650, giga_loss[loss=0.2832, simple_loss=0.348, pruned_loss=0.1092, over 12429.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03884, over 123.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3394, pruned_loss=0.1002, over 2474243.86 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06801, over 20024.93 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3252, pruned_loss=0.07944, over 2052230.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.04957, over 6458.78 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3381, pruned_loss=0.1007, over 2475491.27 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06804, over 21030.64 utterances.], batch size: 123, lr: 7.24e-04
2022-08-22 01:33:35,693 INFO [train.py:927] (0/8) Epoch 4, batch 3700, giga_loss[loss=0.2577, simple_loss=0.3332, pruned_loss=0.09112, over 12323.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02817, over 74.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3448, pruned_loss=0.1062, over 2474661.66 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0768, over 21201.72 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3256, pruned_loss=0.0799, over 2062814.91 frames. utt_duration=1259 frames, utt_pad_proportion=0.05372, over 6561.60 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3439, pruned_loss=0.1067, over 2475538.31 frames. utt_duration=447 frames, utt_pad_proportion=0.07552, over 22227.72 utterances.], batch size: 74, lr: 7.24e-04
2022-08-22 01:35:26,004 INFO [train.py:927] (0/8) Epoch 4, batch 3750, giga_loss[loss=0.2238, simple_loss=0.3142, pruned_loss=0.06666, over 12363.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04783, over 26.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3493, pruned_loss=0.1104, over 2474974.92 frames. utt_duration=452 frames, utt_pad_proportion=0.08039, over 21974.67 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3256, pruned_loss=0.07989, over 2074935.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05263, over 6594.38 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3492, pruned_loss=0.1116, over 2475760.77 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07977, over 23171.81 utterances.], batch size: 26, lr: 7.23e-04
2022-08-22 01:37:13,185 INFO [train.py:927] (0/8) Epoch 4, batch 3800, giga_loss[loss=0.2327, simple_loss=0.3078, pruned_loss=0.07877, over 12207.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03032, over 36.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3499, pruned_loss=0.112, over 2474816.14 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08155, over 22227.90 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3258, pruned_loss=0.07992, over 2084678.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05185, over 6613.41 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3501, pruned_loss=0.1137, over 2475580.56 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08144, over 23523.26 utterances.], batch size: 36, lr: 7.23e-04
2022-08-22 01:38:56,304 INFO [train.py:927] (0/8) Epoch 4, batch 3850, giga_loss[loss=0.3079, simple_loss=0.3708, pruned_loss=0.1224, over 12383.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05222, over 161.00 utterances.], tot_loss[loss=0.291, simple_loss=0.3528, pruned_loss=0.1146, over 2474387.81 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08417, over 22847.61 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3253, pruned_loss=0.07975, over 2092001.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05195, over 6639.68 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3539, pruned_loss=0.1166, over 2475390.95 frames. utt_duration=411.7 frames, utt_pad_proportion=0.08413, over 24136.47 utterances.], batch size: 161, lr: 7.23e-04
2022-08-22 01:40:41,874 INFO [train.py:927] (0/8) Epoch 4, batch 3900, giga_loss[loss=0.3873, simple_loss=0.4093, pruned_loss=0.1827, over 12383.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.1139, over 261.00 utterances.], tot_loss[loss=0.2923, simple_loss=0.3543, pruned_loss=0.1151, over 2474437.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0822, over 22865.42 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3253, pruned_loss=0.07995, over 2099395.75 frames. utt_duration=1265 frames, utt_pad_proportion=0.05099, over 6648.84 utterances.], giga_tot_loss[loss=0.2951, simple_loss=0.3557, pruned_loss=0.1172, over 2475422.44 frames. utt_duration=411 frames, utt_pad_proportion=0.08268, over 24177.40 utterances.], batch size: 261, lr: 7.23e-04
2022-08-22 01:42:28,293 INFO [train.py:927] (0/8) Epoch 4, batch 3950, giga_loss[loss=0.2985, simple_loss=0.3592, pruned_loss=0.1189, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04186, over 146.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3529, pruned_loss=0.1106, over 2474310.89 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07916, over 22029.53 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3272, pruned_loss=0.08015, over 2106840.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.05582, over 6741.37 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3529, pruned_loss=0.1127, over 2475088.68 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07871, over 23275.21 utterances.], batch size: 146, lr: 7.23e-04
2022-08-22 01:44:14,136 INFO [train.py:927] (0/8) Epoch 4, batch 4000, libri_loss[loss=0.2567, simple_loss=0.3347, pruned_loss=0.08935, over 12363.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.003904, over 33.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3498, pruned_loss=0.1081, over 2473825.42 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08061, over 21944.74 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3273, pruned_loss=0.08019, over 2113936.60 frames. utt_duration=1254 frames, utt_pad_proportion=0.05512, over 6753.41 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3501, pruned_loss=0.1103, over 2474601.34 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08054, over 23210.83 utterances.], batch size: 33, lr: 7.22e-04
2022-08-22 01:45:57,906 INFO [train.py:927] (0/8) Epoch 4, batch 4050, giga_loss[loss=0.2767, simple_loss=0.3429, pruned_loss=0.1053, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02952, over 45.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.347, pruned_loss=0.1064, over 2474571.13 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07786, over 21325.98 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3267, pruned_loss=0.07998, over 2121063.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05421, over 6746.40 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3481, pruned_loss=0.1088, over 2475195.12 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07831, over 22606.95 utterances.], batch size: 45, lr: 7.22e-04
2022-08-22 01:47:49,645 INFO [train.py:927] (0/8) Epoch 4, batch 4100, libri_loss[loss=0.2098, simple_loss=0.2818, pruned_loss=0.06897, over 12186.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01151, over 29.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3446, pruned_loss=0.1045, over 2474267.90 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0756, over 20737.02 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3264, pruned_loss=0.07997, over 2127921.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.05367, over 6765.24 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.346, pruned_loss=0.1068, over 2474913.02 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07639, over 22001.92 utterances.], batch size: 29, lr: 7.22e-04
2022-08-22 01:49:35,661 INFO [train.py:927] (0/8) Epoch 4, batch 4150, giga_loss[loss=0.2999, simple_loss=0.3689, pruned_loss=0.1155, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03406, over 85.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3443, pruned_loss=0.1023, over 2474307.90 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0722, over 20683.86 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3258, pruned_loss=0.07968, over 2134586.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05279, over 6761.87 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3462, pruned_loss=0.1048, over 2475015.80 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07335, over 21946.34 utterances.], batch size: 85, lr: 7.22e-04
2022-08-22 01:51:21,874 INFO [train.py:927] (0/8) Epoch 4, batch 4200, giga_loss[loss=0.2435, simple_loss=0.3176, pruned_loss=0.08467, over 12435.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03052, over 80.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3441, pruned_loss=0.1026, over 2474586.88 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06949, over 20660.35 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3256, pruned_loss=0.07949, over 2137859.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05253, over 6762.21 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.346, pruned_loss=0.105, over 2475240.26 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07067, over 21767.78 utterances.], batch size: 80, lr: 7.21e-04
2022-08-22 01:53:06,807 INFO [train.py:927] (0/8) Epoch 4, batch 4250, libri_loss[loss=0.2492, simple_loss=0.3373, pruned_loss=0.08051, over 12202.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007475, over 31.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3435, pruned_loss=0.1027, over 2473833.76 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06998, over 20798.44 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.327, pruned_loss=0.07972, over 2144336.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05166, over 6764.89 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3443, pruned_loss=0.1048, over 2474550.15 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07124, over 21936.01 utterances.], batch size: 31, lr: 7.21e-04
2022-08-22 01:54:54,694 INFO [train.py:927] (0/8) Epoch 4, batch 4300, giga_loss[loss=0.2493, simple_loss=0.3298, pruned_loss=0.08435, over 12345.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04041, over 113.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3416, pruned_loss=0.1017, over 2473522.09 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07243, over 20927.12 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3267, pruned_loss=0.07955, over 2150624.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05087, over 6759.72 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3427, pruned_loss=0.1039, over 2474304.20 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07362, over 22081.84 utterances.], batch size: 113, lr: 7.21e-04
2022-08-22 01:56:37,940 INFO [train.py:927] (0/8) Epoch 4, batch 4350, giga_loss[loss=0.2674, simple_loss=0.3421, pruned_loss=0.09635, over 12359.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03485, over 80.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3403, pruned_loss=0.1002, over 2474073.26 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07197, over 20398.04 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3269, pruned_loss=0.07984, over 2158736.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.04979, over 6763.79 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3413, pruned_loss=0.1021, over 2474578.62 frames. utt_duration=459 frames, utt_pad_proportion=0.07344, over 21631.22 utterances.], batch size: 80, lr: 7.21e-04
2022-08-22 01:58:25,429 INFO [train.py:927] (0/8) Epoch 4, batch 4400, giga_loss[loss=0.2399, simple_loss=0.3197, pruned_loss=0.08011, over 12443.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3386, pruned_loss=0.09969, over 2474521.80 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0755, over 20658.35 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3271, pruned_loss=0.08012, over 2165237.59 frames. utt_duration=1265 frames, utt_pad_proportion=0.05401, over 6856.23 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3395, pruned_loss=0.1014, over 2474702.63 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07554, over 21816.49 utterances.], batch size: 75, lr: 7.21e-04
2022-08-22 02:00:11,640 INFO [train.py:927] (0/8) Epoch 4, batch 4450, giga_loss[loss=0.273, simple_loss=0.3413, pruned_loss=0.1023, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03445, over 62.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3373, pruned_loss=0.09954, over 2474359.64 frames. utt_duration=484.4 frames, utt_pad_proportion=0.0742, over 20495.58 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3266, pruned_loss=0.07994, over 2170908.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05317, over 6841.25 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3385, pruned_loss=0.1014, over 2474912.46 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07466, over 21670.71 utterances.], batch size: 62, lr: 7.20e-04
2022-08-22 02:01:54,708 INFO [train.py:927] (0/8) Epoch 4, batch 4500, giga_loss[loss=0.236, simple_loss=0.3191, pruned_loss=0.07641, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.02867, over 51.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3346, pruned_loss=0.09786, over 2474721.72 frames. utt_duration=506 frames, utt_pad_proportion=0.068, over 19619.45 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.326, pruned_loss=0.07964, over 2182863.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.05149, over 6843.27 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3364, pruned_loss=0.1002, over 2475145.98 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06945, over 21026.96 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:03:41,976 INFO [train.py:927] (0/8) Epoch 4, batch 4550, giga_loss[loss=0.2347, simple_loss=0.3103, pruned_loss=0.07957, over 12359.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3342, pruned_loss=0.09811, over 2474307.65 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06573, over 19711.77 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3257, pruned_loss=0.07961, over 2189556.90 frames. utt_duration=1278 frames, utt_pad_proportion=0.05109, over 6863.22 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3361, pruned_loss=0.1004, over 2475104.07 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06726, over 21092.05 utterances.], batch size: 70, lr: 7.20e-04
2022-08-22 02:05:25,620 INFO [train.py:927] (0/8) Epoch 4, batch 4600, giga_loss[loss=0.2829, simple_loss=0.3496, pruned_loss=0.1081, over 12392.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3336, pruned_loss=0.09677, over 2474841.13 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06848, over 19836.72 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3256, pruned_loss=0.07954, over 2193401.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.05043, over 6864.28 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3353, pruned_loss=0.09887, over 2475805.94 frames. utt_duration=471 frames, utt_pad_proportion=0.06981, over 21092.88 utterances.], batch size: 146, lr: 7.20e-04
2022-08-22 02:07:10,107 INFO [train.py:927] (0/8) Epoch 4, batch 4650, giga_loss[loss=0.2506, simple_loss=0.3226, pruned_loss=0.08929, over 12344.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0328, over 97.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3347, pruned_loss=0.09698, over 2474918.49 frames. utt_duration=484 frames, utt_pad_proportion=0.07181, over 20515.91 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3263, pruned_loss=0.07941, over 2195856.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.05007, over 6854.66 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3355, pruned_loss=0.0989, over 2475987.71 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07281, over 21629.97 utterances.], batch size: 97, lr: 7.19e-04
2022-08-22 02:08:55,389 INFO [train.py:927] (0/8) Epoch 4, batch 4700, giga_loss[loss=0.2691, simple_loss=0.3358, pruned_loss=0.1012, over 12326.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3375, pruned_loss=0.09973, over 2474791.04 frames. utt_duration=480 frames, utt_pad_proportion=0.07378, over 20686.75 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3266, pruned_loss=0.07944, over 2203654.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05435, over 6937.38 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3382, pruned_loss=0.1018, over 2476090.19 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07361, over 21892.57 utterances.], batch size: 58, lr: 7.19e-04
2022-08-22 02:10:37,266 INFO [train.py:927] (0/8) Epoch 4, batch 4750, giga_loss[loss=0.4289, simple_loss=0.4502, pruned_loss=0.2038, over 12383.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3389, pruned_loss=0.102, over 2474457.02 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07553, over 21294.18 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3261, pruned_loss=0.07943, over 2213013.54 frames. utt_duration=1273 frames, utt_pad_proportion=0.05364, over 6963.77 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3402, pruned_loss=0.1043, over 2475478.66 frames. utt_duration=438 frames, utt_pad_proportion=0.07577, over 22680.88 utterances.], batch size: 260, lr: 7.19e-04
2022-08-22 02:12:21,266 INFO [train.py:927] (0/8) Epoch 4, batch 4800, giga_loss[loss=0.2606, simple_loss=0.3283, pruned_loss=0.09646, over 12329.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02789, over 74.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3366, pruned_loss=0.1011, over 2474137.26 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07051, over 20572.36 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3263, pruned_loss=0.07961, over 2215653.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.05323, over 6978.09 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3376, pruned_loss=0.103, over 2474917.22 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07115, over 21771.02 utterances.], batch size: 74, lr: 7.19e-04
2022-08-22 02:14:03,072 INFO [train.py:927] (0/8) Epoch 4, batch 4850, giga_loss[loss=0.26, simple_loss=0.3084, pruned_loss=0.1058, over 12375.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3365, pruned_loss=0.1001, over 2474095.13 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07222, over 20703.54 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3258, pruned_loss=0.0796, over 2224681.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.05182, over 6976.11 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.338, pruned_loss=0.1022, over 2474611.73 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07318, over 22090.65 utterances.], batch size: 365, lr: 7.19e-04
2022-08-22 02:15:52,234 INFO [train.py:927] (0/8) Epoch 4, batch 4900, giga_loss[loss=0.2507, simple_loss=0.3124, pruned_loss=0.09446, over 12439.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0447, over 34.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3341, pruned_loss=0.09845, over 2473501.19 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07393, over 20563.27 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.326, pruned_loss=0.07949, over 2230472.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.05112, over 6980.46 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3353, pruned_loss=0.1007, over 2474247.20 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07498, over 21978.27 utterances.], batch size: 34, lr: 7.18e-04
2022-08-22 02:17:33,352 INFO [train.py:927] (0/8) Epoch 4, batch 4950, giga_loss[loss=0.2956, simple_loss=0.3642, pruned_loss=0.1135, over 12368.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05308, over 161.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3345, pruned_loss=0.09922, over 2473698.75 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0776, over 20914.25 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3257, pruned_loss=0.07936, over 2238398.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05524, over 7112.73 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.336, pruned_loss=0.1017, over 2474718.62 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07742, over 22361.96 utterances.], batch size: 161, lr: 7.18e-04
2022-08-22 02:19:22,325 INFO [train.py:927] (0/8) Epoch 4, batch 5000, giga_loss[loss=0.264, simple_loss=0.3442, pruned_loss=0.0919, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3389, pruned_loss=0.1003, over 2474227.85 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07894, over 21431.75 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3259, pruned_loss=0.0795, over 2239660.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05499, over 7116.17 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3399, pruned_loss=0.1022, over 2474947.45 frames. utt_duration=439 frames, utt_pad_proportion=0.07883, over 22624.78 utterances.], batch size: 105, lr: 7.18e-04
2022-08-22 02:21:06,827 INFO [train.py:927] (0/8) Epoch 4, batch 5050, giga_loss[loss=0.2621, simple_loss=0.3358, pruned_loss=0.09425, over 12458.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3416, pruned_loss=0.1019, over 2474322.84 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07401, over 21044.22 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.326, pruned_loss=0.07994, over 2242901.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05432, over 7115.46 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3426, pruned_loss=0.1034, over 2475131.04 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07444, over 22180.34 utterances.], batch size: 98, lr: 7.18e-04
2022-08-22 02:22:52,348 INFO [train.py:927] (0/8) Epoch 4, batch 5100, giga_loss[loss=0.271, simple_loss=0.3384, pruned_loss=0.1018, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02901, over 45.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.343, pruned_loss=0.1037, over 2474267.69 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07416, over 21041.53 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3256, pruned_loss=0.07988, over 2248337.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05346, over 7112.55 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3445, pruned_loss=0.1054, over 2475180.57 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07491, over 22284.11 utterances.], batch size: 45, lr: 7.18e-04
2022-08-22 02:24:35,595 INFO [train.py:927] (0/8) Epoch 4, batch 5150, giga_loss[loss=0.3215, simple_loss=0.3566, pruned_loss=0.1432, over 12351.00 frames. utt_duration=132.8 frames, utt_pad_proportion=0.2188, over 376.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3401, pruned_loss=0.1022, over 2474446.50 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07412, over 20520.77 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3253, pruned_loss=0.07993, over 2256003.49 frames. utt_duration=1272 frames, utt_pad_proportion=0.05201, over 7103.94 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.342, pruned_loss=0.1044, over 2475257.37 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07534, over 21955.28 utterances.], batch size: 376, lr: 7.17e-04
2022-08-22 02:26:18,165 INFO [train.py:927] (0/8) Epoch 4, batch 5200, giga_loss[loss=0.3144, simple_loss=0.3665, pruned_loss=0.1312, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05588, over 162.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3394, pruned_loss=0.1024, over 2474442.82 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07774, over 20980.83 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3256, pruned_loss=0.0799, over 2259176.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.0524, over 7134.07 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3409, pruned_loss=0.1044, over 2475160.48 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07854, over 22274.34 utterances.], batch size: 162, lr: 7.17e-04
2022-08-22 02:28:03,444 INFO [train.py:927] (0/8) Epoch 4, batch 5250, libri_loss[loss=0.2348, simple_loss=0.3141, pruned_loss=0.07779, over 12382.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006772, over 34.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3399, pruned_loss=0.1037, over 2474966.40 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0812, over 21566.32 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3256, pruned_loss=0.08012, over 2264807.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05598, over 7210.94 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3414, pruned_loss=0.1056, over 2475276.30 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08097, over 22849.70 utterances.], batch size: 34, lr: 7.17e-04
2022-08-22 02:29:48,144 INFO [train.py:927] (0/8) Epoch 4, batch 5300, giga_loss[loss=0.2686, simple_loss=0.3412, pruned_loss=0.09802, over 12345.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03062, over 85.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3387, pruned_loss=0.1033, over 2475327.40 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07694, over 22002.29 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.325, pruned_loss=0.07981, over 2267737.55 frames. utt_duration=1263 frames, utt_pad_proportion=0.05549, over 7192.90 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3406, pruned_loss=0.1054, over 2475751.10 frames. utt_duration=427.8 frames, utt_pad_proportion=0.0772, over 23226.15 utterances.], batch size: 85, lr: 7.17e-04
2022-08-22 02:31:30,945 INFO [train.py:927] (0/8) Epoch 4, batch 5350, giga_loss[loss=0.3921, simple_loss=0.4183, pruned_loss=0.183, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07361, over 212.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.104, over 2475139.51 frames. utt_duration=455 frames, utt_pad_proportion=0.07647, over 21831.12 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.325, pruned_loss=0.07976, over 2272837.26 frames. utt_duration=1254 frames, utt_pad_proportion=0.05887, over 7257.60 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3428, pruned_loss=0.1063, over 2475510.72 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07601, over 23087.90 utterances.], batch size: 212, lr: 7.16e-04
2022-08-22 02:33:17,625 INFO [train.py:927] (0/8) Epoch 4, batch 5400, libri_loss[loss=0.2368, simple_loss=0.332, pruned_loss=0.07079, over 12454.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008726, over 39.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3409, pruned_loss=0.1034, over 2475075.84 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07709, over 21704.81 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3253, pruned_loss=0.07962, over 2279491.50 frames. utt_duration=1259 frames, utt_pad_proportion=0.05735, over 7249.93 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3427, pruned_loss=0.1061, over 2475680.11 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07732, over 23190.85 utterances.], batch size: 39, lr: 7.16e-04
2022-08-22 02:35:00,466 INFO [train.py:927] (0/8) Epoch 4, batch 5450, giga_loss[loss=0.2894, simple_loss=0.3707, pruned_loss=0.1041, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3428, pruned_loss=0.1023, over 2474904.89 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07556, over 21243.03 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3254, pruned_loss=0.07948, over 2285210.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05605, over 7237.56 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3445, pruned_loss=0.1052, over 2475441.94 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07635, over 22809.37 utterances.], batch size: 58, lr: 7.16e-04
2022-08-22 02:36:42,626 INFO [train.py:927] (0/8) Epoch 4, batch 5500, giga_loss[loss=0.3329, simple_loss=0.3924, pruned_loss=0.1367, over 12444.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04369, over 134.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3456, pruned_loss=0.1043, over 2475043.22 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07143, over 21097.54 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3254, pruned_loss=0.07967, over 2289671.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.05494, over 7236.60 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3473, pruned_loss=0.107, over 2475667.60 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07277, over 22655.23 utterances.], batch size: 134, lr: 7.16e-04
2022-08-22 02:37:59,218 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-84000.pt
2022-08-22 02:38:29,601 INFO [train.py:927] (0/8) Epoch 4, batch 5550, giga_loss[loss=0.3193, simple_loss=0.3718, pruned_loss=0.1334, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.278, simple_loss=0.346, pruned_loss=0.105, over 2474104.38 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06806, over 20308.47 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3252, pruned_loss=0.07953, over 2292943.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05405, over 7226.90 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.348, pruned_loss=0.1077, over 2474969.05 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06972, over 21792.58 utterances.], batch size: 182, lr: 7.16e-04
2022-08-22 02:40:09,755 INFO [train.py:927] (0/8) Epoch 4, batch 5600, giga_loss[loss=0.2844, simple_loss=0.3529, pruned_loss=0.108, over 12388.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05844, over 182.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3459, pruned_loss=0.1041, over 2474221.31 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06905, over 20397.23 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3256, pruned_loss=0.07984, over 2296535.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05793, over 7308.15 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3476, pruned_loss=0.1064, over 2474924.29 frames. utt_duration=456.5 frames, utt_pad_proportion=0.06945, over 21755.32 utterances.], batch size: 182, lr: 7.15e-04
2022-08-22 02:41:52,817 INFO [train.py:927] (0/8) Epoch 4, batch 5650, libri_loss[loss=0.2021, simple_loss=0.2884, pruned_loss=0.05794, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006374, over 31.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3454, pruned_loss=0.1025, over 2473806.93 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07206, over 20359.03 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3258, pruned_loss=0.07987, over 2303567.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05606, over 7299.84 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3472, pruned_loss=0.1053, over 2474333.91 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07297, over 21974.49 utterances.], batch size: 31, lr: 7.15e-04
2022-08-22 02:43:35,660 INFO [train.py:927] (0/8) Epoch 4, batch 5700, giga_loss[loss=0.2877, simple_loss=0.3557, pruned_loss=0.1098, over 12354.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04326, over 133.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3449, pruned_loss=0.1019, over 2473565.33 frames. utt_duration=504 frames, utt_pad_proportion=0.06945, over 19687.66 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3255, pruned_loss=0.07972, over 2310231.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05454, over 7298.02 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3474, pruned_loss=0.1051, over 2474007.85 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07102, over 21447.50 utterances.], batch size: 133, lr: 7.15e-04
2022-08-22 02:45:17,470 INFO [train.py:927] (0/8) Epoch 4, batch 5750, giga_loss[loss=0.3133, simple_loss=0.3488, pruned_loss=0.1389, over 12336.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3421, pruned_loss=0.1011, over 2474346.28 frames. utt_duration=503.4 frames, utt_pad_proportion=0.07038, over 19718.95 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.325, pruned_loss=0.07951, over 2314257.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05343, over 7287.59 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3449, pruned_loss=0.1044, over 2474735.90 frames. utt_duration=463.8 frames, utt_pad_proportion=0.072, over 21413.62 utterances.], batch size: 370, lr: 7.15e-04
2022-08-22 02:47:02,104 INFO [train.py:927] (0/8) Epoch 4, batch 5800, giga_loss[loss=0.2999, simple_loss=0.3539, pruned_loss=0.1229, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0385, over 113.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3392, pruned_loss=0.0999, over 2473983.50 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06699, over 19349.97 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3247, pruned_loss=0.07949, over 2318247.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05759, over 7370.88 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3421, pruned_loss=0.103, over 2474253.73 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06752, over 20906.94 utterances.], batch size: 113, lr: 7.15e-04
2022-08-22 02:48:45,374 INFO [train.py:927] (0/8) Epoch 4, batch 5850, giga_loss[loss=0.2895, simple_loss=0.3577, pruned_loss=0.1106, over 12448.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0377, over 123.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3404, pruned_loss=0.1014, over 2474492.49 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06571, over 19600.88 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3248, pruned_loss=0.07927, over 2325043.57 frames. utt_duration=1270 frames, utt_pad_proportion=0.05563, over 7330.90 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3433, pruned_loss=0.105, over 2474785.59 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06703, over 21432.68 utterances.], batch size: 123, lr: 7.14e-04
2022-08-22 02:50:23,128 INFO [train.py:927] (0/8) Epoch 4, batch 5900, giga_loss[loss=0.2079, simple_loss=0.2865, pruned_loss=0.06469, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0415, over 34.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3372, pruned_loss=0.09796, over 2474302.98 frames. utt_duration=506 frames, utt_pad_proportion=0.06659, over 19619.22 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3251, pruned_loss=0.07938, over 2328500.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.05492, over 7348.61 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3396, pruned_loss=0.1012, over 2474766.00 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06791, over 21350.97 utterances.], batch size: 34, lr: 7.14e-04
2022-08-22 02:52:08,688 INFO [train.py:927] (0/8) Epoch 4, batch 5950, giga_loss[loss=0.2294, simple_loss=0.3051, pruned_loss=0.07685, over 12434.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3346, pruned_loss=0.09674, over 2474717.23 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06941, over 20077.28 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3249, pruned_loss=0.07928, over 2329263.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05472, over 7342.87 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3367, pruned_loss=0.09944, over 2475052.93 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07032, over 21485.61 utterances.], batch size: 75, lr: 7.14e-04
2022-08-22 02:53:53,226 INFO [train.py:927] (0/8) Epoch 4, batch 6000, giga_loss[loss=0.2751, simple_loss=0.3426, pruned_loss=0.1038, over 12447.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0363, over 43.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3318, pruned_loss=0.09581, over 2475066.99 frames. utt_duration=502.9 frames, utt_pad_proportion=0.0728, over 19744.15 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3244, pruned_loss=0.07901, over 2332864.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05456, over 7350.42 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.334, pruned_loss=0.09858, over 2475345.41 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07351, over 21151.01 utterances.], batch size: 43, lr: 7.14e-04
2022-08-22 02:53:53,234 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 02:54:06,246 INFO [train.py:967] (0/8) Epoch 4, validation: loss=0.2011, simple_loss=0.3076, pruned_loss=0.04733, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 02:55:47,435 INFO [train.py:927] (0/8) Epoch 4, batch 6050, giga_loss[loss=0.2855, simple_loss=0.3559, pruned_loss=0.1076, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3326, pruned_loss=0.09542, over 2475815.33 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06603, over 19266.00 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3243, pruned_loss=0.07913, over 2335141.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.0539, over 7341.20 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3346, pruned_loss=0.09776, over 2475890.23 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06727, over 20562.81 utterances.], batch size: 105, lr: 7.14e-04
2022-08-22 02:57:33,176 INFO [train.py:927] (0/8) Epoch 4, batch 6100, giga_loss[loss=0.2908, simple_loss=0.3552, pruned_loss=0.1132, over 12433.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3334, pruned_loss=0.09702, over 2475354.33 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07695, over 20425.81 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3237, pruned_loss=0.07903, over 2340127.81 frames. utt_duration=1280 frames, utt_pad_proportion=0.05244, over 7322.87 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3359, pruned_loss=0.09963, over 2475919.98 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07803, over 21964.83 utterances.], batch size: 146, lr: 7.13e-04
2022-08-22 02:59:15,953 INFO [train.py:927] (0/8) Epoch 4, batch 6150, giga_loss[loss=0.2645, simple_loss=0.3446, pruned_loss=0.09215, over 12352.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02855, over 70.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3335, pruned_loss=0.0973, over 2475041.49 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07831, over 20072.53 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3233, pruned_loss=0.07882, over 2345440.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.05095, over 7303.18 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3363, pruned_loss=0.1003, over 2475492.48 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07982, over 21818.75 utterances.], batch size: 70, lr: 7.13e-04
2022-08-22 03:01:03,314 INFO [train.py:927] (0/8) Epoch 4, batch 6200, giga_loss[loss=0.2809, simple_loss=0.3588, pruned_loss=0.1015, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03387, over 37.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3346, pruned_loss=0.09759, over 2474050.61 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07242, over 19572.94 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.323, pruned_loss=0.07856, over 2347982.21 frames. utt_duration=1292 frames, utt_pad_proportion=0.05005, over 7279.80 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3374, pruned_loss=0.1006, over 2475031.95 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07453, over 21280.28 utterances.], batch size: 37, lr: 7.13e-04
2022-08-22 03:02:45,898 INFO [train.py:927] (0/8) Epoch 4, batch 6250, giga_loss[loss=0.3128, simple_loss=0.3778, pruned_loss=0.1239, over 12370.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06753, over 211.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3357, pruned_loss=0.09865, over 2474237.57 frames. utt_duration=507 frames, utt_pad_proportion=0.07232, over 19577.45 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3222, pruned_loss=0.07821, over 2351619.38 frames. utt_duration=1292 frames, utt_pad_proportion=0.04979, over 7287.63 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3389, pruned_loss=0.1019, over 2475081.90 frames. utt_duration=467 frames, utt_pad_proportion=0.07428, over 21267.43 utterances.], batch size: 211, lr: 7.13e-04
2022-08-22 03:04:27,494 INFO [train.py:927] (0/8) Epoch 4, batch 6300, giga_loss[loss=0.2568, simple_loss=0.3265, pruned_loss=0.0935, over 12393.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0266, over 91.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3365, pruned_loss=0.09816, over 2474103.37 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07184, over 20061.49 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3214, pruned_loss=0.07783, over 2355031.71 frames. utt_duration=1300 frames, utt_pad_proportion=0.04887, over 7256.37 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3402, pruned_loss=0.1017, over 2474975.58 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07385, over 21789.94 utterances.], batch size: 91, lr: 7.12e-04
2022-08-22 03:06:08,517 INFO [train.py:927] (0/8) Epoch 4, batch 6350, giga_loss[loss=0.2802, simple_loss=0.3464, pruned_loss=0.107, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03337, over 122.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3364, pruned_loss=0.09889, over 2474079.25 frames. utt_duration=486 frames, utt_pad_proportion=0.07261, over 20424.89 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3212, pruned_loss=0.07787, over 2356941.75 frames. utt_duration=1303 frames, utt_pad_proportion=0.04825, over 7243.40 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3398, pruned_loss=0.102, over 2475169.28 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07444, over 22042.48 utterances.], batch size: 122, lr: 7.12e-04
2022-08-22 03:07:49,458 INFO [train.py:927] (0/8) Epoch 4, batch 6400, giga_loss[loss=0.2581, simple_loss=0.3261, pruned_loss=0.09503, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09872, over 2474144.74 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07306, over 20978.85 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3205, pruned_loss=0.07746, over 2360964.90 frames. utt_duration=1304 frames, utt_pad_proportion=0.04776, over 7248.67 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3392, pruned_loss=0.1023, over 2475555.28 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07482, over 22749.90 utterances.], batch size: 133, lr: 7.12e-04
2022-08-22 03:09:29,733 INFO [train.py:927] (0/8) Epoch 4, batch 6450, giga_loss[loss=0.2603, simple_loss=0.326, pruned_loss=0.09732, over 12331.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03376, over 97.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3351, pruned_loss=0.09922, over 2474218.79 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07285, over 20600.47 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3207, pruned_loss=0.07779, over 2365766.63 frames. utt_duration=1298 frames, utt_pad_proportion=0.04748, over 7299.33 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3386, pruned_loss=0.1026, over 2475042.43 frames. utt_duration=442 frames, utt_pad_proportion=0.07473, over 22470.85 utterances.], batch size: 97, lr: 7.12e-04
2022-08-22 03:11:09,985 INFO [train.py:927] (0/8) Epoch 4, batch 6500, giga_loss[loss=0.2875, simple_loss=0.3556, pruned_loss=0.1097, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3358, pruned_loss=0.0996, over 2474151.67 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06646, over 19688.54 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3203, pruned_loss=0.07767, over 2368534.59 frames. utt_duration=1297 frames, utt_pad_proportion=0.04747, over 7313.24 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3393, pruned_loss=0.103, over 2475196.79 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06878, over 21510.76 utterances.], batch size: 122, lr: 7.12e-04
2022-08-22 03:12:48,939 INFO [train.py:927] (0/8) Epoch 4, batch 6550, giga_loss[loss=0.2915, simple_loss=0.3601, pruned_loss=0.1115, over 12449.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04292, over 114.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3384, pruned_loss=0.1016, over 2474774.44 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06335, over 19906.62 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3205, pruned_loss=0.07765, over 2371152.56 frames. utt_duration=1299 frames, utt_pad_proportion=0.04658, over 7312.38 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3413, pruned_loss=0.1048, over 2475601.70 frames. utt_duration=459.3 frames, utt_pad_proportion=0.0658, over 21626.45 utterances.], batch size: 114, lr: 7.11e-04
2022-08-22 03:14:32,617 INFO [train.py:927] (0/8) Epoch 4, batch 6600, libri_loss[loss=0.2532, simple_loss=0.3416, pruned_loss=0.08243, over 12240.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00572, over 34.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.337, pruned_loss=0.1009, over 2473606.21 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06201, over 19177.61 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3198, pruned_loss=0.07733, over 2373773.63 frames. utt_duration=1307 frames, utt_pad_proportion=0.04577, over 7274.58 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3404, pruned_loss=0.1044, over 2474705.98 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06453, over 20922.62 utterances.], batch size: 34, lr: 7.11e-04
2022-08-22 03:16:14,555 INFO [train.py:927] (0/8) Epoch 4, batch 6650, giga_loss[loss=0.2987, simple_loss=0.3524, pruned_loss=0.1224, over 12407.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06268, over 183.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3375, pruned_loss=0.1009, over 2473541.88 frames. utt_duration=524.7 frames, utt_pad_proportion=0.05962, over 18908.47 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3194, pruned_loss=0.07717, over 2377479.03 frames. utt_duration=1314 frames, utt_pad_proportion=0.04451, over 7244.12 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3413, pruned_loss=0.1048, over 2474654.77 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06246, over 20788.65 utterances.], batch size: 183, lr: 7.11e-04
2022-08-22 03:17:59,151 INFO [train.py:927] (0/8) Epoch 4, batch 6700, giga_loss[loss=0.3173, simple_loss=0.3711, pruned_loss=0.1318, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03308, over 122.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3378, pruned_loss=0.1008, over 2473928.24 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06253, over 18911.57 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3195, pruned_loss=0.07729, over 2379487.82 frames. utt_duration=1298 frames, utt_pad_proportion=0.04931, over 7338.41 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.341, pruned_loss=0.1042, over 2474727.01 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06333, over 20534.91 utterances.], batch size: 122, lr: 7.11e-04
2022-08-22 03:19:39,626 INFO [train.py:927] (0/8) Epoch 4, batch 6750, libri_loss[loss=0.2238, simple_loss=0.3125, pruned_loss=0.06753, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006041, over 35.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3382, pruned_loss=0.1009, over 2473863.86 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06352, over 18626.32 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3195, pruned_loss=0.07738, over 2383821.35 frames. utt_duration=1303 frames, utt_pad_proportion=0.04775, over 7326.20 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3417, pruned_loss=0.1047, over 2474779.93 frames. utt_duration=484 frames, utt_pad_proportion=0.0649, over 20515.53 utterances.], batch size: 35, lr: 7.11e-04
2022-08-22 03:21:23,208 INFO [train.py:927] (0/8) Epoch 4, batch 6800, giga_loss[loss=0.3404, simple_loss=0.3715, pruned_loss=0.1547, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3402, pruned_loss=0.1024, over 2473965.26 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06516, over 19401.90 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3191, pruned_loss=0.07732, over 2384892.01 frames. utt_duration=1307 frames, utt_pad_proportion=0.04727, over 7306.39 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3436, pruned_loss=0.1058, over 2474947.76 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06632, over 21077.83 utterances.], batch size: 259, lr: 7.10e-04
2022-08-22 03:23:06,863 INFO [train.py:927] (0/8) Epoch 4, batch 6850, giga_loss[loss=0.2624, simple_loss=0.3444, pruned_loss=0.09019, over 12379.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02764, over 66.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3388, pruned_loss=0.1011, over 2473662.97 frames. utt_duration=506.8 frames, utt_pad_proportion=0.0634, over 19580.07 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3194, pruned_loss=0.07736, over 2387131.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.04644, over 7316.54 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3418, pruned_loss=0.1043, over 2474419.43 frames. utt_duration=469 frames, utt_pad_proportion=0.06483, over 21171.76 utterances.], batch size: 66, lr: 7.10e-04
2022-08-22 03:24:47,197 INFO [train.py:927] (0/8) Epoch 4, batch 6900, giga_loss[loss=0.2756, simple_loss=0.3482, pruned_loss=0.1015, over 12287.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02621, over 54.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.341, pruned_loss=0.1022, over 2473495.45 frames. utt_duration=494.6 frames, utt_pad_proportion=0.0664, over 20064.78 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3206, pruned_loss=0.07737, over 2388264.06 frames. utt_duration=1303 frames, utt_pad_proportion=0.04684, over 7338.83 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3426, pruned_loss=0.1051, over 2474232.79 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06731, over 21468.68 utterances.], batch size: 54, lr: 7.10e-04
2022-08-22 03:26:31,824 INFO [train.py:927] (0/8) Epoch 4, batch 6950, giga_loss[loss=0.2449, simple_loss=0.317, pruned_loss=0.08636, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3413, pruned_loss=0.1033, over 2473569.79 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07314, over 20706.68 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3202, pruned_loss=0.07749, over 2391113.77 frames. utt_duration=1305 frames, utt_pad_proportion=0.04606, over 7340.05 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3436, pruned_loss=0.1065, over 2474644.14 frames. utt_duration=445 frames, utt_pad_proportion=0.0739, over 22315.60 utterances.], batch size: 62, lr: 7.10e-04
2022-08-22 03:28:15,910 INFO [train.py:927] (0/8) Epoch 4, batch 7000, giga_loss[loss=0.2634, simple_loss=0.3373, pruned_loss=0.09472, over 12394.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03372, over 122.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3424, pruned_loss=0.1045, over 2474331.51 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07248, over 20941.36 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3202, pruned_loss=0.07744, over 2391931.43 frames. utt_duration=1305 frames, utt_pad_proportion=0.04574, over 7338.68 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3444, pruned_loss=0.1072, over 2475182.01 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07329, over 22317.72 utterances.], batch size: 122, lr: 7.10e-04
2022-08-22 03:29:59,143 INFO [train.py:927] (0/8) Epoch 4, batch 7050, giga_loss[loss=0.2335, simple_loss=0.31, pruned_loss=0.07855, over 12368.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04158, over 26.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3401, pruned_loss=0.1026, over 2473737.15 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06891, over 19980.44 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3194, pruned_loss=0.07695, over 2394175.22 frames. utt_duration=1310 frames, utt_pad_proportion=0.04451, over 7316.07 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3431, pruned_loss=0.1061, over 2474969.95 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07043, over 21535.67 utterances.], batch size: 26, lr: 7.09e-04
2022-08-22 03:31:39,032 INFO [train.py:927] (0/8) Epoch 4, batch 7100, giga_loss[loss=0.2686, simple_loss=0.3188, pruned_loss=0.1092, over 12344.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1983, over 366.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3391, pruned_loss=0.1015, over 2474455.80 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07145, over 20199.68 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3199, pruned_loss=0.07727, over 2397116.18 frames. utt_duration=1304 frames, utt_pad_proportion=0.04462, over 7362.42 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3418, pruned_loss=0.1047, over 2475285.47 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07277, over 21800.99 utterances.], batch size: 366, lr: 7.09e-04
2022-08-22 03:33:21,601 INFO [train.py:927] (0/8) Epoch 4, batch 7150, giga_loss[loss=0.284, simple_loss=0.3507, pruned_loss=0.1087, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06289, over 183.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3384, pruned_loss=0.1004, over 2474591.33 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07102, over 20122.44 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3199, pruned_loss=0.07724, over 2398409.61 frames. utt_duration=1299 frames, utt_pad_proportion=0.0451, over 7394.12 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3408, pruned_loss=0.1034, over 2475444.69 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07214, over 21590.17 utterances.], batch size: 183, lr: 7.09e-04
2022-08-22 03:35:07,438 INFO [train.py:927] (0/8) Epoch 4, batch 7200, giga_loss[loss=0.2571, simple_loss=0.3217, pruned_loss=0.0962, over 12280.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03641, over 51.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3374, pruned_loss=0.1009, over 2474259.15 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07542, over 20404.57 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3199, pruned_loss=0.07742, over 2400225.55 frames. utt_duration=1300 frames, utt_pad_proportion=0.04432, over 7391.13 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3398, pruned_loss=0.1037, over 2474997.45 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07651, over 21874.54 utterances.], batch size: 51, lr: 7.09e-04
2022-08-22 03:36:50,646 INFO [train.py:927] (0/8) Epoch 4, batch 7250, giga_loss[loss=0.2465, simple_loss=0.313, pruned_loss=0.08997, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04682, over 34.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3345, pruned_loss=0.09955, over 2474682.29 frames. utt_duration=492.1 frames, utt_pad_proportion=0.0701, over 20176.00 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3199, pruned_loss=0.07745, over 2401186.27 frames. utt_duration=1303 frames, utt_pad_proportion=0.04385, over 7378.36 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3365, pruned_loss=0.1021, over 2475412.88 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07154, over 21536.87 utterances.], batch size: 34, lr: 7.09e-04
2022-08-22 03:38:35,038 INFO [train.py:927] (0/8) Epoch 4, batch 7300, giga_loss[loss=0.2826, simple_loss=0.3504, pruned_loss=0.1074, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03004, over 70.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3323, pruned_loss=0.09855, over 2474499.54 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07022, over 20270.84 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3191, pruned_loss=0.07704, over 2402713.51 frames. utt_duration=1310 frames, utt_pad_proportion=0.04294, over 7343.41 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.335, pruned_loss=0.1015, over 2475687.75 frames. utt_duration=457 frames, utt_pad_proportion=0.07187, over 21740.86 utterances.], batch size: 70, lr: 7.08e-04
2022-08-22 03:40:17,060 INFO [train.py:927] (0/8) Epoch 4, batch 7350, giga_loss[loss=0.2473, simple_loss=0.3385, pruned_loss=0.07809, over 12372.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03968, over 145.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3322, pruned_loss=0.09586, over 2474824.41 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06945, over 21025.74 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3195, pruned_loss=0.07706, over 2404441.82 frames. utt_duration=1297 frames, utt_pad_proportion=0.04678, over 7423.17 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3343, pruned_loss=0.09866, over 2475820.37 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07002, over 22424.96 utterances.], batch size: 145, lr: 7.08e-04
2022-08-22 03:41:57,180 INFO [train.py:927] (0/8) Epoch 4, batch 7400, giga_loss[loss=0.2252, simple_loss=0.3087, pruned_loss=0.07087, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04497, over 146.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3293, pruned_loss=0.09243, over 2475568.94 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07367, over 22575.14 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3193, pruned_loss=0.07709, over 2406367.07 frames. utt_duration=1302 frames, utt_pad_proportion=0.04574, over 7398.74 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3315, pruned_loss=0.09511, over 2476513.34 frames. utt_duration=412.8 frames, utt_pad_proportion=0.07432, over 24083.52 utterances.], batch size: 146, lr: 7.08e-04
2022-08-22 03:43:43,067 INFO [train.py:927] (0/8) Epoch 4, batch 7450, giga_loss[loss=0.2074, simple_loss=0.3006, pruned_loss=0.05705, over 12375.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.0353, over 80.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3284, pruned_loss=0.08985, over 2476023.02 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07053, over 22812.66 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3192, pruned_loss=0.07706, over 2407441.88 frames. utt_duration=1305 frames, utt_pad_proportion=0.04533, over 7387.89 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3303, pruned_loss=0.09218, over 2476737.32 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07142, over 24207.82 utterances.], batch size: 80, lr: 7.08e-04
2022-08-22 03:45:26,529 INFO [train.py:927] (0/8) Epoch 4, batch 7500, giga_loss[loss=0.2508, simple_loss=0.327, pruned_loss=0.08731, over 12446.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03504, over 98.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3265, pruned_loss=0.08682, over 2475425.09 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07104, over 22712.66 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3191, pruned_loss=0.07684, over 2408684.59 frames. utt_duration=1308 frames, utt_pad_proportion=0.04449, over 7375.17 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3284, pruned_loss=0.08915, over 2476411.14 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07214, over 24197.02 utterances.], batch size: 98, lr: 7.08e-04
2022-08-22 03:46:43,409 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-86000.pt
2022-08-22 03:47:13,993 INFO [train.py:927] (0/8) Epoch 4, batch 7550, giga_loss[loss=0.2027, simple_loss=0.2859, pruned_loss=0.05972, over 12380.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06977, over 211.00 utterances.], tot_loss[loss=0.247, simple_loss=0.324, pruned_loss=0.08494, over 2475979.08 frames. utt_duration=429.1 frames, utt_pad_proportion=0.06973, over 23157.20 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3192, pruned_loss=0.07688, over 2410079.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04397, over 7368.79 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3255, pruned_loss=0.08691, over 2476700.45 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07093, over 24621.07 utterances.], batch size: 211, lr: 7.07e-04
2022-08-22 03:48:57,746 INFO [train.py:927] (0/8) Epoch 4, batch 7600, giga_loss[loss=0.2528, simple_loss=0.3328, pruned_loss=0.08639, over 12437.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03575, over 113.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3222, pruned_loss=0.08333, over 2475910.00 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06877, over 23557.40 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3192, pruned_loss=0.07688, over 2410892.51 frames. utt_duration=1306 frames, utt_pad_proportion=0.04459, over 7391.98 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3235, pruned_loss=0.08498, over 2476623.30 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06974, over 24893.55 utterances.], batch size: 113, lr: 7.07e-04
2022-08-22 03:50:41,906 INFO [train.py:927] (0/8) Epoch 4, batch 7650, giga_loss[loss=0.2062, simple_loss=0.2953, pruned_loss=0.05851, over 12394.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05675, over 162.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3198, pruned_loss=0.08116, over 2476016.18 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06904, over 23183.00 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.319, pruned_loss=0.07686, over 2413424.44 frames. utt_duration=1309 frames, utt_pad_proportion=0.04325, over 7382.55 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3211, pruned_loss=0.08272, over 2476620.18 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07048, over 24849.62 utterances.], batch size: 162, lr: 7.07e-04
2022-08-22 03:52:22,699 INFO [train.py:927] (0/8) Epoch 4, batch 7700, giga_loss[loss=0.2142, simple_loss=0.296, pruned_loss=0.06619, over 12362.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07118, over 211.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3159, pruned_loss=0.07884, over 2476183.96 frames. utt_duration=414.9 frames, utt_pad_proportion=0.073, over 23958.63 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.319, pruned_loss=0.0769, over 2413634.32 frames. utt_duration=1309 frames, utt_pad_proportion=0.04307, over 7382.64 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3169, pruned_loss=0.08003, over 2476756.53 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07399, over 25340.98 utterances.], batch size: 211, lr: 7.07e-04
2022-08-22 03:54:04,691 INFO [train.py:927] (0/8) Epoch 4, batch 7750, giga_loss[loss=0.2215, simple_loss=0.3011, pruned_loss=0.07097, over 12383.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06494, over 183.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3144, pruned_loss=0.07798, over 2475912.50 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07356, over 24293.60 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3193, pruned_loss=0.07693, over 2415030.00 frames. utt_duration=1312 frames, utt_pad_proportion=0.04243, over 7369.04 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3148, pruned_loss=0.07893, over 2476222.72 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07462, over 25705.85 utterances.], batch size: 183, lr: 7.06e-04
2022-08-22 03:56:02,159 INFO [train.py:927] (0/8) Epoch 4, batch 7800, giga_loss[loss=0.2227, simple_loss=0.3174, pruned_loss=0.06398, over 12364.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3154, pruned_loss=0.07784, over 2475796.55 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0737, over 24310.70 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3194, pruned_loss=0.07695, over 2416197.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.0441, over 7429.18 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.0786, over 2476334.80 frames. utt_duration=386 frames, utt_pad_proportion=0.07439, over 25753.97 utterances.], batch size: 97, lr: 7.06e-04
2022-08-22 03:58:09,403 INFO [train.py:927] (0/8) Epoch 4, batch 7850, giga_loss[loss=0.2422, simple_loss=0.3144, pruned_loss=0.08506, over 12415.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09938, over 257.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3146, pruned_loss=0.07713, over 2476336.25 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07459, over 24573.33 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3196, pruned_loss=0.07717, over 2416998.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.04797, over 7502.30 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3145, pruned_loss=0.07753, over 2476856.76 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07425, over 25890.55 utterances.], batch size: 257, lr: 7.06e-04
2022-08-22 04:00:02,528 INFO [train.py:927] (0/8) Epoch 4, batch 7900, giga_loss[loss=0.2149, simple_loss=0.3118, pruned_loss=0.05898, over 12428.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02975, over 122.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3127, pruned_loss=0.07478, over 2476616.30 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07035, over 23751.55 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3196, pruned_loss=0.07728, over 2418404.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04723, over 7503.23 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3124, pruned_loss=0.07497, over 2477347.90 frames. utt_duration=394 frames, utt_pad_proportion=0.07068, over 25237.47 utterances.], batch size: 122, lr: 7.06e-04
2022-08-22 04:02:10,562 INFO [train.py:927] (0/8) Epoch 4, batch 7950, giga_loss[loss=0.273, simple_loss=0.3426, pruned_loss=0.1017, over 12378.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02811, over 91.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3104, pruned_loss=0.07403, over 2476432.67 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06991, over 23963.17 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3198, pruned_loss=0.07733, over 2419407.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.05101, over 7576.58 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3099, pruned_loss=0.07407, over 2477395.23 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06946, over 25445.57 utterances.], batch size: 91, lr: 7.06e-04
2022-08-22 04:03:59,017 INFO [train.py:927] (0/8) Epoch 4, batch 8000, giga_loss[loss=0.2371, simple_loss=0.3079, pruned_loss=0.08315, over 12397.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3112, pruned_loss=0.07389, over 2476918.05 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06836, over 24030.38 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3214, pruned_loss=0.07728, over 2420633.34 frames. utt_duration=1284 frames, utt_pad_proportion=0.04995, over 7549.76 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07388, over 2478114.02 frames. utt_duration=387.1 frames, utt_pad_proportion=0.0685, over 25691.71 utterances.], batch size: 133, lr: 7.05e-04
2022-08-22 04:06:01,731 INFO [train.py:927] (0/8) Epoch 4, batch 8050, giga_loss[loss=0.2449, simple_loss=0.3247, pruned_loss=0.08257, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3128, pruned_loss=0.07397, over 2476860.36 frames. utt_duration=415.9 frames, utt_pad_proportion=0.0687, over 23891.75 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3213, pruned_loss=0.07705, over 2421760.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05311, over 7596.03 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07409, over 2478332.63 frames. utt_duration=388 frames, utt_pad_proportion=0.06816, over 25634.25 utterances.], batch size: 182, lr: 7.05e-04
2022-08-22 04:08:04,892 INFO [train.py:927] (0/8) Epoch 4, batch 8100, giga_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.08947, over 12386.00 frames. utt_duration=473 frames, utt_pad_proportion=0.0387, over 105.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3103, pruned_loss=0.07275, over 2477036.11 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06648, over 23496.94 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3206, pruned_loss=0.07667, over 2423297.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.05274, over 7590.96 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3091, pruned_loss=0.07306, over 2478569.83 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06643, over 25417.48 utterances.], batch size: 105, lr: 7.05e-04
2022-08-22 04:10:07,451 INFO [train.py:927] (0/8) Epoch 4, batch 8150, giga_loss[loss=0.239, simple_loss=0.3253, pruned_loss=0.07638, over 12379.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06087, over 182.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3128, pruned_loss=0.0731, over 2477074.94 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06693, over 24498.75 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.32, pruned_loss=0.07642, over 2423757.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05246, over 7575.10 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3122, pruned_loss=0.07353, over 2478334.10 frames. utt_duration=380 frames, utt_pad_proportion=0.06697, over 26170.40 utterances.], batch size: 182, lr: 7.05e-04
2022-08-22 04:12:08,404 INFO [train.py:927] (0/8) Epoch 4, batch 8200, giga_loss[loss=0.229, simple_loss=0.3253, pruned_loss=0.06631, over 12455.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02821, over 122.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3137, pruned_loss=0.07257, over 2477626.91 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06719, over 25126.50 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3203, pruned_loss=0.07678, over 2424969.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.05242, over 7596.82 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3128, pruned_loss=0.07252, over 2478739.56 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06731, over 26821.88 utterances.], batch size: 122, lr: 7.05e-04
2022-08-22 04:14:13,289 INFO [train.py:927] (0/8) Epoch 4, batch 8250, giga_loss[loss=0.2721, simple_loss=0.3334, pruned_loss=0.1054, over 12404.00 frames. utt_duration=540.4 frames, utt_pad_proportion=0.03503, over 92.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3133, pruned_loss=0.07208, over 2477083.20 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06443, over 24382.33 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3205, pruned_loss=0.07691, over 2425544.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05192, over 7594.94 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3123, pruned_loss=0.07185, over 2478136.15 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06486, over 25954.16 utterances.], batch size: 92, lr: 7.04e-04
2022-08-22 04:16:37,605 INFO [train.py:927] (0/8) Epoch 4, batch 8300, giga_loss[loss=0.2128, simple_loss=0.3003, pruned_loss=0.0626, over 12326.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3129, pruned_loss=0.07253, over 2477204.49 frames. utt_duration=422.3 frames, utt_pad_proportion=0.0622, over 23530.35 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3204, pruned_loss=0.07704, over 2427094.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05088, over 7588.43 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.312, pruned_loss=0.07207, over 2478275.17 frames. utt_duration=392.5 frames, utt_pad_proportion=0.0631, over 25334.80 utterances.], batch size: 66, lr: 7.04e-04
2022-08-22 04:18:48,418 INFO [train.py:927] (0/8) Epoch 4, batch 8350, giga_loss[loss=0.2127, simple_loss=0.2989, pruned_loss=0.06322, over 12446.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.04898, over 162.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3095, pruned_loss=0.07139, over 2477878.71 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06478, over 24401.52 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3203, pruned_loss=0.07703, over 2427411.08 frames. utt_duration=1282 frames, utt_pad_proportion=0.05048, over 7583.57 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3088, pruned_loss=0.07099, over 2478873.08 frames. utt_duration=383 frames, utt_pad_proportion=0.06546, over 25966.10 utterances.], batch size: 162, lr: 7.04e-04
2022-08-22 04:20:48,857 INFO [train.py:927] (0/8) Epoch 4, batch 8400, giga_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08681, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.02888, over 85.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3071, pruned_loss=0.07071, over 2477494.25 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06716, over 24126.23 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3193, pruned_loss=0.07662, over 2429145.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.04892, over 7542.04 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3069, pruned_loss=0.0705, over 2478976.40 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06808, over 26165.63 utterances.], batch size: 85, lr: 7.04e-04
2022-08-22 04:22:49,839 INFO [train.py:927] (0/8) Epoch 4, batch 8450, giga_loss[loss=0.2269, simple_loss=0.3029, pruned_loss=0.07541, over 12396.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.02982, over 122.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3101, pruned_loss=0.0726, over 2478082.09 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06671, over 24059.74 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3197, pruned_loss=0.07691, over 2430972.03 frames. utt_duration=1270 frames, utt_pad_proportion=0.05391, over 7668.72 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3093, pruned_loss=0.07206, over 2479134.84 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06653, over 26121.61 utterances.], batch size: 122, lr: 7.04e-04
2022-08-22 04:24:48,871 INFO [train.py:927] (0/8) Epoch 4, batch 8500, giga_loss[loss=0.2554, simple_loss=0.331, pruned_loss=0.08986, over 12406.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05116, over 161.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.31, pruned_loss=0.07321, over 2478581.89 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06582, over 24476.54 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3196, pruned_loss=0.07688, over 2431723.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05316, over 7648.43 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3093, pruned_loss=0.07273, over 2479613.20 frames. utt_duration=376.2 frames, utt_pad_proportion=0.066, over 26443.82 utterances.], batch size: 161, lr: 7.03e-04
2022-08-22 04:27:00,202 INFO [train.py:927] (0/8) Epoch 4, batch 8550, giga_loss[loss=0.2244, simple_loss=0.3223, pruned_loss=0.06321, over 12365.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02912, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.311, pruned_loss=0.07292, over 2478669.94 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06534, over 24334.39 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3199, pruned_loss=0.07684, over 2432886.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05249, over 7643.20 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.31, pruned_loss=0.07248, over 2479489.48 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06577, over 26282.99 utterances.], batch size: 70, lr: 7.03e-04
2022-08-22 04:29:20,007 INFO [train.py:927] (0/8) Epoch 4, batch 8600, giga_loss[loss=0.1949, simple_loss=0.2908, pruned_loss=0.04953, over 12403.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04053, over 26.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3093, pruned_loss=0.07263, over 2478426.71 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07099, over 24820.41 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3199, pruned_loss=0.07712, over 2433993.72 frames. utt_duration=1264 frames, utt_pad_proportion=0.05619, over 7709.45 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3083, pruned_loss=0.07197, over 2479100.75 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07013, over 26676.60 utterances.], batch size: 26, lr: 7.03e-04
2022-08-22 04:31:24,485 INFO [train.py:927] (0/8) Epoch 4, batch 8650, giga_loss[loss=0.1958, simple_loss=0.281, pruned_loss=0.05533, over 12435.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07613, over 213.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.07069, over 2477974.96 frames. utt_duration=406 frames, utt_pad_proportion=0.06922, over 24480.62 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3198, pruned_loss=0.07708, over 2434782.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05571, over 7726.81 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.07006, over 2479030.35 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06888, over 26415.76 utterances.], batch size: 213, lr: 7.03e-04
2022-08-22 04:33:11,470 INFO [train.py:927] (0/8) Epoch 4, batch 8700, giga_loss[loss=0.243, simple_loss=0.324, pruned_loss=0.081, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3048, pruned_loss=0.07109, over 2478068.46 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06557, over 23682.63 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3196, pruned_loss=0.077, over 2436385.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05383, over 7708.73 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3035, pruned_loss=0.07037, over 2479223.30 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06622, over 25960.96 utterances.], batch size: 97, lr: 7.03e-04
2022-08-22 04:35:10,456 INFO [train.py:927] (0/8) Epoch 4, batch 8750, libri_loss[loss=0.2142, simple_loss=0.2921, pruned_loss=0.06814, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005255, over 32.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06971, over 2476709.72 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06632, over 23578.30 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3192, pruned_loss=0.07657, over 2436940.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.05229, over 7667.99 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3021, pruned_loss=0.06926, over 2478647.99 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06739, over 26064.48 utterances.], batch size: 32, lr: 7.02e-04
2022-08-22 04:37:21,427 INFO [train.py:927] (0/8) Epoch 4, batch 8800, giga_loss[loss=0.1809, simple_loss=0.2726, pruned_loss=0.04456, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3017, pruned_loss=0.06893, over 2477260.66 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06819, over 24127.61 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3187, pruned_loss=0.07629, over 2438084.94 frames. utt_duration=1274 frames, utt_pad_proportion=0.05143, over 7664.27 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3008, pruned_loss=0.06867, over 2478677.88 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06918, over 26473.33 utterances.], batch size: 75, lr: 7.02e-04
2022-08-22 04:39:29,424 INFO [train.py:927] (0/8) Epoch 4, batch 8850, giga_loss[loss=0.2034, simple_loss=0.2878, pruned_loss=0.05949, over 12481.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02458, over 55.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3003, pruned_loss=0.06789, over 2477104.49 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07206, over 24327.67 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3179, pruned_loss=0.07589, over 2438932.69 frames. utt_duration=1279 frames, utt_pad_proportion=0.0503, over 7633.74 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2997, pruned_loss=0.06782, over 2478511.14 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07297, over 26687.28 utterances.], batch size: 55, lr: 7.02e-04
2022-08-22 04:41:24,206 INFO [train.py:927] (0/8) Epoch 4, batch 8900, giga_loss[loss=0.2319, simple_loss=0.3173, pruned_loss=0.07329, over 12374.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04278, over 133.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3003, pruned_loss=0.06866, over 2477736.98 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06948, over 24289.31 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3176, pruned_loss=0.07594, over 2439336.60 frames. utt_duration=1282 frames, utt_pad_proportion=0.04992, over 7618.36 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2999, pruned_loss=0.06845, over 2478997.72 frames. utt_duration=377 frames, utt_pad_proportion=0.07055, over 26384.41 utterances.], batch size: 133, lr: 7.02e-04
2022-08-22 04:43:20,276 INFO [train.py:927] (0/8) Epoch 4, batch 8950, giga_loss[loss=0.2129, simple_loss=0.3075, pruned_loss=0.05915, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3028, pruned_loss=0.06918, over 2478291.07 frames. utt_duration=401 frames, utt_pad_proportion=0.06795, over 24796.13 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3182, pruned_loss=0.07619, over 2440586.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05339, over 7672.58 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3014, pruned_loss=0.06858, over 2479370.94 frames. utt_duration=369 frames, utt_pad_proportion=0.06826, over 26962.11 utterances.], batch size: 75, lr: 7.02e-04
2022-08-22 04:45:20,904 INFO [train.py:927] (0/8) Epoch 4, batch 9000, giga_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.06584, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06975, over 212.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3048, pruned_loss=0.07007, over 2477849.98 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07088, over 25466.10 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3182, pruned_loss=0.07611, over 2440612.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05279, over 7663.54 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06959, over 2479178.39 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07112, over 27416.11 utterances.], batch size: 212, lr: 7.01e-04
2022-08-22 04:45:20,911 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 04:45:34,200 INFO [train.py:967] (0/8) 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 04:47:33,192 INFO [train.py:927] (0/8) Epoch 4, batch 9050, giga_loss[loss=0.2221, simple_loss=0.3108, pruned_loss=0.06676, over 12445.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05136, over 162.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3043, pruned_loss=0.06926, over 2477547.72 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07057, over 25110.27 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3185, pruned_loss=0.07622, over 2441186.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05714, over 7731.19 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06869, over 2478590.08 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0697, over 26828.64 utterances.], batch size: 162, lr: 7.01e-04
2022-08-22 04:49:29,300 INFO [train.py:927] (0/8) Epoch 4, batch 9100, giga_loss[loss=0.2501, simple_loss=0.3102, pruned_loss=0.09504, over 12392.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09834, over 256.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06863, over 2477620.57 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06793, over 24649.11 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3181, pruned_loss=0.07615, over 2442374.31 frames. utt_duration=1256 frames, utt_pad_proportion=0.06025, over 7787.43 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.06796, over 2478711.43 frames. utt_duration=374 frames, utt_pad_proportion=0.06663, over 26597.95 utterances.], batch size: 256, lr: 7.01e-04
2022-08-22 04:51:33,761 INFO [train.py:927] (0/8) Epoch 4, batch 9150, giga_loss[loss=0.2168, simple_loss=0.3027, pruned_loss=0.06546, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.06887, over 2477989.20 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06385, over 24123.99 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3181, pruned_loss=0.07605, over 2443317.63 frames. utt_duration=1254 frames, utt_pad_proportion=0.05932, over 7802.24 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3019, pruned_loss=0.06817, over 2479134.18 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06338, over 26201.78 utterances.], batch size: 133, lr: 7.01e-04
2022-08-22 04:53:34,816 INFO [train.py:927] (0/8) Epoch 4, batch 9200, giga_loss[loss=0.2204, simple_loss=0.2834, pruned_loss=0.07868, over 12372.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1864, over 361.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3047, pruned_loss=0.07032, over 2478366.13 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06743, over 24933.37 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3182, pruned_loss=0.0761, over 2443914.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05872, over 7803.26 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3032, pruned_loss=0.06963, over 2479203.88 frames. utt_duration=371.3 frames, utt_pad_proportion=0.06699, over 26796.03 utterances.], batch size: 361, lr: 7.01e-04
2022-08-22 04:55:30,133 INFO [train.py:927] (0/8) Epoch 4, batch 9250, giga_loss[loss=0.2173, simple_loss=0.302, pruned_loss=0.06634, over 12445.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02839, over 122.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3089, pruned_loss=0.07195, over 2478892.69 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06807, over 25253.46 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3186, pruned_loss=0.07607, over 2444936.58 frames. utt_duration=1259 frames, utt_pad_proportion=0.05767, over 7779.37 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3071, pruned_loss=0.07133, over 2479407.51 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06806, over 27179.68 utterances.], batch size: 122, lr: 7.00e-04
2022-08-22 04:57:49,288 INFO [train.py:927] (0/8) Epoch 4, batch 9300, giga_loss[loss=0.2374, simple_loss=0.3103, pruned_loss=0.08227, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3088, pruned_loss=0.07225, over 2478759.36 frames. utt_duration=389 frames, utt_pad_proportion=0.06868, over 25567.54 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.318, pruned_loss=0.07572, over 2445694.65 frames. utt_duration=1265 frames, utt_pad_proportion=0.05663, over 7745.20 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3077, pruned_loss=0.07198, over 2479239.10 frames. utt_duration=361.4 frames, utt_pad_proportion=0.06895, over 27530.42 utterances.], batch size: 113, lr: 7.00e-04
2022-08-22 04:59:48,148 INFO [train.py:927] (0/8) Epoch 4, batch 9350, giga_loss[loss=0.223, simple_loss=0.3061, pruned_loss=0.07002, over 12447.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03207, over 80.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.07273, over 2479329.70 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07083, over 26000.62 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3178, pruned_loss=0.07563, over 2446143.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05618, over 7738.78 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3073, pruned_loss=0.07257, over 2479602.38 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07107, over 27710.43 utterances.], batch size: 80, lr: 7.00e-04
2022-08-22 05:01:52,675 INFO [train.py:927] (0/8) Epoch 4, batch 9400, giga_loss[loss=0.2384, simple_loss=0.3251, pruned_loss=0.07584, over 12465.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07236, over 2479128.38 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07008, over 25751.48 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3181, pruned_loss=0.07569, over 2446363.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.05949, over 7790.35 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3059, pruned_loss=0.07214, over 2479758.30 frames. utt_duration=363.2 frames, utt_pad_proportion=0.0696, over 27398.54 utterances.], batch size: 98, lr: 7.00e-04
2022-08-22 05:03:45,004 INFO [train.py:927] (0/8) Epoch 4, batch 9450, giga_loss[loss=0.1839, simple_loss=0.2744, pruned_loss=0.04667, over 12424.00 frames. utt_duration=664 frames, utt_pad_proportion=0.02643, over 75.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3054, pruned_loss=0.07099, over 2478573.87 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06831, over 25267.79 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3173, pruned_loss=0.0753, over 2447292.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05883, over 7773.48 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3048, pruned_loss=0.07104, over 2479253.11 frames. utt_duration=366.4 frames, utt_pad_proportion=0.06831, over 27158.31 utterances.], batch size: 75, lr: 7.00e-04
2022-08-22 05:05:43,355 INFO [train.py:927] (0/8) Epoch 4, batch 9500, giga_loss[loss=0.2231, simple_loss=0.3194, pruned_loss=0.06343, over 12417.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02824, over 122.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3054, pruned_loss=0.06935, over 2478485.72 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07077, over 25405.60 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3168, pruned_loss=0.07502, over 2447785.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.05777, over 7756.41 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3051, pruned_loss=0.06953, over 2479279.39 frames. utt_duration=364 frames, utt_pad_proportion=0.07099, over 27336.35 utterances.], batch size: 122, lr: 6.99e-04
2022-08-22 05:07:10,269 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-88000.pt
2022-08-22 05:07:52,738 INFO [train.py:927] (0/8) Epoch 4, batch 9550, giga_loss[loss=0.2212, simple_loss=0.3055, pruned_loss=0.06842, over 12456.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05045, over 162.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3056, pruned_loss=0.06878, over 2477741.61 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06688, over 24783.14 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3169, pruned_loss=0.07512, over 2447821.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05753, over 7754.63 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3053, pruned_loss=0.06882, over 2478460.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26368.04 utterances.], batch size: 162, lr: 6.99e-04
2022-08-22 05:09:54,213 INFO [train.py:927] (0/8) Epoch 4, batch 9600, giga_loss[loss=0.2015, simple_loss=0.2894, pruned_loss=0.05679, over 12380.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06027, over 182.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3052, pruned_loss=0.06853, over 2477416.30 frames. utt_duration=397 frames, utt_pad_proportion=0.06892, over 25039.47 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3162, pruned_loss=0.07488, over 2448138.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.06075, over 7781.09 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3051, pruned_loss=0.06855, over 2478659.57 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06833, over 26839.10 utterances.], batch size: 182, lr: 6.99e-04
2022-08-22 05:12:08,605 INFO [train.py:927] (0/8) Epoch 4, batch 9650, giga_loss[loss=0.2202, simple_loss=0.311, pruned_loss=0.06468, over 12449.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05187, over 162.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3069, pruned_loss=0.06907, over 2477567.82 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06895, over 25194.62 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3166, pruned_loss=0.07519, over 2448319.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.06476, over 7848.57 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3065, pruned_loss=0.06875, over 2478783.87 frames. utt_duration=371.4 frames, utt_pad_proportion=0.0676, over 26784.69 utterances.], batch size: 162, lr: 6.99e-04
2022-08-22 05:14:21,722 INFO [train.py:927] (0/8) Epoch 4, batch 9700, giga_loss[loss=0.2156, simple_loss=0.3077, pruned_loss=0.06173, over 12422.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.04924, over 147.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.309, pruned_loss=0.06925, over 2478017.88 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06884, over 24636.15 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3167, pruned_loss=0.0751, over 2448716.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.06442, over 7849.58 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3083, pruned_loss=0.06894, over 2479296.64 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06786, over 26291.73 utterances.], batch size: 147, lr: 6.99e-04
2022-08-22 05:16:36,619 INFO [train.py:927] (0/8) Epoch 4, batch 9750, giga_loss[loss=0.1995, simple_loss=0.284, pruned_loss=0.05755, over 12421.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.02768, over 80.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3088, pruned_loss=0.06943, over 2478339.92 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06655, over 23857.64 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3179, pruned_loss=0.07514, over 2449495.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.0625, over 7831.80 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3069, pruned_loss=0.06895, over 2479724.74 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06645, over 25799.71 utterances.], batch size: 80, lr: 6.98e-04
2022-08-22 05:18:38,787 INFO [train.py:927] (0/8) Epoch 4, batch 9800, giga_loss[loss=0.1942, simple_loss=0.2866, pruned_loss=0.05087, over 12430.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04421, over 161.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3062, pruned_loss=0.06757, over 2478418.98 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06496, over 23609.33 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3181, pruned_loss=0.07527, over 2449628.82 frames. utt_duration=1241 frames, utt_pad_proportion=0.06581, over 7903.64 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3046, pruned_loss=0.06705, over 2479511.40 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06409, over 25134.19 utterances.], batch size: 161, lr: 6.98e-04
2022-08-22 05:20:32,673 INFO [train.py:927] (0/8) Epoch 4, batch 9850, giga_loss[loss=0.213, simple_loss=0.2948, pruned_loss=0.06559, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.0321, over 45.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3074, pruned_loss=0.0686, over 2477974.37 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06697, over 23415.16 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07531, over 2450275.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06524, over 7887.77 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3061, pruned_loss=0.06797, over 2479025.45 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06632, over 25089.92 utterances.], batch size: 45, lr: 6.98e-04
2022-08-22 05:22:22,115 INFO [train.py:927] (0/8) Epoch 4, batch 9900, giga_loss[loss=0.198, simple_loss=0.2856, pruned_loss=0.05516, over 12450.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03129, over 75.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3054, pruned_loss=0.068, over 2478146.87 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06441, over 22980.24 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3169, pruned_loss=0.07496, over 2450762.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.06428, over 7845.95 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3049, pruned_loss=0.06765, over 2479181.67 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06433, over 24702.21 utterances.], batch size: 75, lr: 6.98e-04
2022-08-22 05:24:12,762 INFO [train.py:927] (0/8) Epoch 4, batch 9950, giga_loss[loss=0.2038, simple_loss=0.2847, pruned_loss=0.06148, over 12442.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06137, over 183.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3053, pruned_loss=0.06888, over 2477790.24 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07076, over 23921.71 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3173, pruned_loss=0.07522, over 2450908.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.06361, over 7843.06 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3044, pruned_loss=0.06827, over 2478986.24 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07056, over 25583.05 utterances.], batch size: 183, lr: 6.98e-04
2022-08-22 05:25:57,348 INFO [train.py:927] (0/8) Epoch 4, batch 10000, giga_loss[loss=0.2664, simple_loss=0.3438, pruned_loss=0.09446, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02791, over 45.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3129, pruned_loss=0.0735, over 2476400.94 frames. utt_duration=428 frames, utt_pad_proportion=0.07185, over 23209.60 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3172, pruned_loss=0.075, over 2451387.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.06265, over 7817.40 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.312, pruned_loss=0.07311, over 2477391.28 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07191, over 24819.79 utterances.], batch size: 45, lr: 6.97e-04
2022-08-22 05:27:42,230 INFO [train.py:927] (0/8) Epoch 4, batch 10050, giga_loss[loss=0.2353, simple_loss=0.3047, pruned_loss=0.08293, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04155, over 33.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3156, pruned_loss=0.07588, over 2475114.53 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07199, over 22547.59 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3183, pruned_loss=0.07499, over 2451865.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.06128, over 7791.11 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.314, pruned_loss=0.07563, over 2476139.98 frames. utt_duration=409 frames, utt_pad_proportion=0.07255, over 24291.05 utterances.], batch size: 33, lr: 6.97e-04
2022-08-22 05:29:24,723 INFO [train.py:927] (0/8) Epoch 4, batch 10100, giga_loss[loss=0.2025, simple_loss=0.2786, pruned_loss=0.06323, over 12248.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03191, over 45.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3107, pruned_loss=0.07483, over 2475155.78 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07029, over 21965.57 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3185, pruned_loss=0.07514, over 2452601.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.06841, over 7924.86 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3091, pruned_loss=0.0745, over 2475938.60 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06879, over 23646.46 utterances.], batch size: 45, lr: 6.97e-04
2022-08-22 05:31:05,807 INFO [train.py:927] (0/8) Epoch 4, batch 10150, giga_loss[loss=0.1637, simple_loss=0.2394, pruned_loss=0.044, over 12175.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03177, over 36.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3015, pruned_loss=0.07202, over 2474876.99 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06769, over 20788.41 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3184, pruned_loss=0.07519, over 2452874.03 frames. utt_duration=1241 frames, utt_pad_proportion=0.06786, over 7917.61 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3002, pruned_loss=0.0717, over 2475447.56 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06679, over 22240.24 utterances.], batch size: 36, lr: 6.97e-04
2022-08-22 05:32:47,127 INFO [train.py:927] (0/8) Epoch 4, batch 10200, giga_loss[loss=0.1673, simple_loss=0.2552, pruned_loss=0.03975, over 12321.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03491, over 51.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2947, pruned_loss=0.06891, over 2474769.57 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06573, over 19989.76 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3183, pruned_loss=0.0752, over 2453224.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.06788, over 7925.97 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2934, pruned_loss=0.06856, over 2475189.94 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06508, over 21303.17 utterances.], batch size: 51, lr: 6.97e-04
2022-08-22 05:34:28,958 INFO [train.py:927] (0/8) Epoch 4, batch 10250, giga_loss[loss=0.1797, simple_loss=0.2548, pruned_loss=0.05231, over 12429.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03759, over 133.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2891, pruned_loss=0.06672, over 2474918.71 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06528, over 19695.20 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3177, pruned_loss=0.07503, over 2453788.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.07121, over 7960.69 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.288, pruned_loss=0.06641, over 2475325.42 frames. utt_duration=472.1 frames, utt_pad_proportion=0.06379, over 21035.54 utterances.], batch size: 133, lr: 6.96e-04
2022-08-22 05:36:06,925 INFO [train.py:927] (0/8) Epoch 4, batch 10300, giga_loss[loss=0.1877, simple_loss=0.2646, pruned_loss=0.05538, over 12388.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2862, pruned_loss=0.06575, over 2474185.05 frames. utt_duration=516 frames, utt_pad_proportion=0.06407, over 19232.59 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3177, pruned_loss=0.07506, over 2454195.36 frames. utt_duration=1241 frames, utt_pad_proportion=0.069, over 7919.13 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2841, pruned_loss=0.06513, over 2474911.50 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06365, over 20787.18 utterances.], batch size: 70, lr: 6.96e-04
2022-08-22 05:37:45,729 INFO [train.py:927] (0/8) Epoch 4, batch 10350, giga_loss[loss=0.1976, simple_loss=0.2705, pruned_loss=0.06236, over 12411.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2816, pruned_loss=0.06398, over 2474182.23 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06768, over 19641.44 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3179, pruned_loss=0.07529, over 2454570.74 frames. utt_duration=1230 frames, utt_pad_proportion=0.07266, over 7989.09 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.279, pruned_loss=0.06305, over 2474874.02 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06591, over 21076.59 utterances.], batch size: 183, lr: 6.96e-04
2022-08-22 05:39:27,285 INFO [train.py:927] (0/8) Epoch 4, batch 10400, giga_loss[loss=0.1683, simple_loss=0.2502, pruned_loss=0.04316, over 12346.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2782, pruned_loss=0.06248, over 2474042.61 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06791, over 19355.75 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07531, over 2454954.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.07115, over 7946.88 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2751, pruned_loss=0.06137, over 2474772.66 frames. utt_duration=475.9 frames, utt_pad_proportion=0.067, over 20862.56 utterances.], batch size: 51, lr: 6.96e-04
2022-08-22 05:41:08,909 INFO [train.py:927] (0/8) Epoch 4, batch 10450, giga_loss[loss=0.2829, simple_loss=0.3566, pruned_loss=0.1046, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.074, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2778, pruned_loss=0.06282, over 2474998.10 frames. utt_duration=499 frames, utt_pad_proportion=0.06783, over 19897.71 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3175, pruned_loss=0.07513, over 2454948.29 frames. utt_duration=1239 frames, utt_pad_proportion=0.07104, over 7934.15 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2755, pruned_loss=0.06205, over 2475650.65 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06716, over 21131.75 utterances.], batch size: 212, lr: 6.96e-04
2022-08-22 05:42:51,682 INFO [train.py:927] (0/8) Epoch 4, batch 10500, giga_loss[loss=0.276, simple_loss=0.3495, pruned_loss=0.1012, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07365, over 212.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2916, pruned_loss=0.07006, over 2475109.65 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06798, over 19930.72 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07526, over 2455590.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06969, over 7922.87 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2887, pruned_loss=0.06914, over 2475521.10 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06789, over 21194.30 utterances.], batch size: 212, lr: 6.96e-04
2022-08-22 05:44:34,681 INFO [train.py:927] (0/8) Epoch 4, batch 10550, giga_loss[loss=0.2542, simple_loss=0.3228, pruned_loss=0.09282, over 12285.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02901, over 45.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3007, pruned_loss=0.07359, over 2475250.36 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07193, over 19704.68 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3186, pruned_loss=0.07567, over 2456189.39 frames. utt_duration=1224 frames, utt_pad_proportion=0.0738, over 8039.86 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2971, pruned_loss=0.07237, over 2475561.93 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07029, over 20932.83 utterances.], batch size: 45, lr: 6.95e-04
2022-08-22 05:46:17,302 INFO [train.py:927] (0/8) Epoch 4, batch 10600, giga_loss[loss=0.2381, simple_loss=0.3066, pruned_loss=0.08476, over 12429.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03749, over 40.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3043, pruned_loss=0.07407, over 2475523.92 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06618, over 19326.18 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3185, pruned_loss=0.07553, over 2456543.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.07215, over 8010.12 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3011, pruned_loss=0.07316, over 2475941.95 frames. utt_duration=481.2 frames, utt_pad_proportion=0.0657, over 20645.37 utterances.], batch size: 40, lr: 6.95e-04
2022-08-22 05:47:56,915 INFO [train.py:927] (0/8) Epoch 4, batch 10650, giga_loss[loss=0.2751, simple_loss=0.3431, pruned_loss=0.1035, over 12311.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02931, over 74.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3078, pruned_loss=0.07626, over 2474600.94 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06666, over 18568.28 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3181, pruned_loss=0.07534, over 2456567.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.07108, over 7981.11 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3053, pruned_loss=0.0757, over 2475207.12 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06659, over 19835.27 utterances.], batch size: 74, lr: 6.95e-04
2022-08-22 05:49:38,091 INFO [train.py:927] (0/8) Epoch 4, batch 10700, giga_loss[loss=0.2135, simple_loss=0.3036, pruned_loss=0.06169, over 12407.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02571, over 70.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3121, pruned_loss=0.07854, over 2475417.59 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06527, over 18737.44 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3176, pruned_loss=0.07514, over 2456897.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.06992, over 7952.77 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3103, pruned_loss=0.07829, over 2475999.63 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06565, over 19992.52 utterances.], batch size: 70, lr: 6.95e-04
2022-08-22 05:51:18,598 INFO [train.py:927] (0/8) Epoch 4, batch 10750, libri_loss[loss=0.2189, simple_loss=0.3028, pruned_loss=0.06751, over 12119.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006205, over 32.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.07972, over 2474804.61 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06896, over 18492.79 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3175, pruned_loss=0.07497, over 2456852.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06774, over 7929.25 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3142, pruned_loss=0.07986, over 2476095.82 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06976, over 19975.77 utterances.], batch size: 32, lr: 6.95e-04
2022-08-22 05:52:58,491 INFO [train.py:927] (0/8) Epoch 4, batch 10800, giga_loss[loss=0.2489, simple_loss=0.336, pruned_loss=0.08091, over 12483.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3179, pruned_loss=0.07925, over 2474266.48 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06494, over 17974.11 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3175, pruned_loss=0.07492, over 2456962.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06781, over 7947.06 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3167, pruned_loss=0.07947, over 2475438.28 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06584, over 19269.09 utterances.], batch size: 55, lr: 6.94e-04
2022-08-22 05:54:40,111 INFO [train.py:927] (0/8) Epoch 4, batch 10850, giga_loss[loss=0.2408, simple_loss=0.3244, pruned_loss=0.07865, over 12284.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02608, over 54.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3177, pruned_loss=0.07803, over 2473705.63 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06327, over 17289.68 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3175, pruned_loss=0.0749, over 2457547.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06598, over 7916.41 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3168, pruned_loss=0.07834, over 2474648.89 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06481, over 18671.59 utterances.], batch size: 54, lr: 6.94e-04
2022-08-22 05:56:22,577 INFO [train.py:927] (0/8) Epoch 4, batch 10900, giga_loss[loss=0.2747, simple_loss=0.3483, pruned_loss=0.1006, over 12390.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03546, over 80.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.321, pruned_loss=0.08197, over 2473575.95 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06438, over 17556.88 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3176, pruned_loss=0.07504, over 2457413.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.06522, over 7898.75 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3202, pruned_loss=0.08212, over 2474652.19 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06578, over 18785.30 utterances.], batch size: 80, lr: 6.94e-04
2022-08-22 05:58:02,964 INFO [train.py:927] (0/8) Epoch 4, batch 10950, libri_loss[loss=0.235, simple_loss=0.3067, pruned_loss=0.08171, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006, over 32.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3213, pruned_loss=0.08345, over 2473649.06 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06173, over 16763.94 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3175, pruned_loss=0.07511, over 2457794.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.06311, over 7861.00 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.0838, over 2474839.52 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06394, over 18175.82 utterances.], batch size: 32, lr: 6.94e-04
2022-08-22 05:59:43,879 INFO [train.py:927] (0/8) Epoch 4, batch 11000, giga_loss[loss=0.2293, simple_loss=0.3062, pruned_loss=0.07623, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03081, over 91.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3193, pruned_loss=0.08302, over 2472999.26 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06282, over 16619.83 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3167, pruned_loss=0.07479, over 2457765.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.06134, over 7812.55 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3198, pruned_loss=0.0839, over 2474569.55 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06517, over 18120.13 utterances.], batch size: 91, lr: 6.94e-04
2022-08-22 06:01:25,702 INFO [train.py:927] (0/8) Epoch 4, batch 11050, giga_loss[loss=0.2304, simple_loss=0.3063, pruned_loss=0.07723, over 12449.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3192, pruned_loss=0.08307, over 2474319.12 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06302, over 17124.70 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3167, pruned_loss=0.07478, over 2458192.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.0606, over 7811.46 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08392, over 2475457.05 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06517, over 18494.74 utterances.], batch size: 86, lr: 6.93e-04
2022-08-22 06:03:07,087 INFO [train.py:927] (0/8) Epoch 4, batch 11100, giga_loss[loss=0.2263, simple_loss=0.2991, pruned_loss=0.07668, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04717, over 161.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08157, over 2475039.57 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05981, over 17541.75 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3179, pruned_loss=0.07499, over 2458438.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05973, over 7806.31 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3166, pruned_loss=0.08219, over 2476009.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06203, over 18804.69 utterances.], batch size: 161, lr: 6.93e-04
2022-08-22 06:04:48,354 INFO [train.py:927] (0/8) Epoch 4, batch 11150, libri_loss[loss=0.1944, simple_loss=0.2772, pruned_loss=0.05581, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005923, over 32.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3122, pruned_loss=0.07862, over 2475320.62 frames. utt_duration=556 frames, utt_pad_proportion=0.06228, over 17857.12 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3176, pruned_loss=0.07469, over 2459288.34 frames. utt_duration=1266 frames, utt_pad_proportion=0.05811, over 7776.65 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3117, pruned_loss=0.07959, over 2475927.66 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06451, over 19262.62 utterances.], batch size: 32, lr: 6.93e-04
2022-08-22 06:06:32,015 INFO [train.py:927] (0/8) Epoch 4, batch 11200, giga_loss[loss=0.2297, simple_loss=0.3144, pruned_loss=0.07247, over 12367.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04197, over 133.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3093, pruned_loss=0.07735, over 2474205.51 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06212, over 17518.10 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3167, pruned_loss=0.07439, over 2459641.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.05667, over 7737.10 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3095, pruned_loss=0.07849, over 2474855.86 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06452, over 18990.42 utterances.], batch size: 133, lr: 6.93e-04
2022-08-22 06:08:10,436 INFO [train.py:927] (0/8) Epoch 4, batch 11250, giga_loss[loss=0.2068, simple_loss=0.2906, pruned_loss=0.06153, over 12379.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3076, pruned_loss=0.07661, over 2473696.49 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06145, over 17304.08 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3168, pruned_loss=0.07443, over 2459513.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.05577, over 7723.46 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07753, over 2474597.05 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06381, over 18661.82 utterances.], batch size: 91, lr: 6.93e-04
2022-08-22 06:09:50,910 INFO [train.py:927] (0/8) Epoch 4, batch 11300, giga_loss[loss=0.2143, simple_loss=0.2915, pruned_loss=0.06854, over 12441.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.02969, over 55.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3045, pruned_loss=0.07542, over 2473439.69 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05811, over 16834.21 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3169, pruned_loss=0.0745, over 2459642.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.05493, over 7702.12 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3042, pruned_loss=0.07614, over 2474281.41 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06061, over 18107.94 utterances.], batch size: 55, lr: 6.92e-04
2022-08-22 06:11:30,614 INFO [train.py:927] (0/8) Epoch 4, batch 11350, giga_loss[loss=0.1932, simple_loss=0.2759, pruned_loss=0.05528, over 12462.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07366, over 2473475.93 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05505, over 16414.58 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3171, pruned_loss=0.07439, over 2459632.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.05375, over 7679.46 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3006, pruned_loss=0.07432, over 2474506.03 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05778, over 17693.15 utterances.], batch size: 75, lr: 6.92e-04
2022-08-22 06:13:11,148 INFO [train.py:927] (0/8) Epoch 4, batch 11400, giga_loss[loss=0.2107, simple_loss=0.2876, pruned_loss=0.06691, over 12182.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03735, over 28.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.2998, pruned_loss=0.0736, over 2472903.83 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05993, over 16317.02 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3181, pruned_loss=0.07501, over 2460120.23 frames. utt_duration=1240 frames, utt_pad_proportion=0.06703, over 7948.01 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.2978, pruned_loss=0.07354, over 2473650.17 frames. utt_duration=572.5 frames, utt_pad_proportion=0.0564, over 17330.08 utterances.], batch size: 28, lr: 6.92e-04
2022-08-22 06:14:51,777 INFO [train.py:927] (0/8) Epoch 4, batch 11450, giga_loss[loss=0.2033, simple_loss=0.2699, pruned_loss=0.06837, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03518, over 40.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2964, pruned_loss=0.07192, over 2472555.33 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05709, over 15592.43 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3179, pruned_loss=0.07516, over 2460174.56 frames. utt_duration=1234 frames, utt_pad_proportion=0.06917, over 7984.80 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2943, pruned_loss=0.07167, over 2473513.63 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05322, over 16629.12 utterances.], batch size: 40, lr: 6.92e-04
2022-08-22 06:16:34,944 INFO [train.py:927] (0/8) Epoch 4, batch 11500, libri_loss[loss=0.2101, simple_loss=0.3034, pruned_loss=0.05838, over 12450.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03312, over 46.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2949, pruned_loss=0.07114, over 2472490.57 frames. utt_duration=655 frames, utt_pad_proportion=0.05368, over 15133.18 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3186, pruned_loss=0.07543, over 2460394.41 frames. utt_duration=1234 frames, utt_pad_proportion=0.06761, over 7983.40 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2919, pruned_loss=0.07057, over 2473422.61 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05116, over 16202.93 utterances.], batch size: 46, lr: 6.92e-04
2022-08-22 06:17:51,844 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-90000.pt
2022-08-22 06:18:24,556 INFO [train.py:927] (0/8) Epoch 4, batch 11550, giga_loss[loss=0.2305, simple_loss=0.2987, pruned_loss=0.08115, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0295, over 45.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.2976, pruned_loss=0.07273, over 2472965.08 frames. utt_duration=640.9 frames, utt_pad_proportion=0.05459, over 15470.58 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3187, pruned_loss=0.07532, over 2460597.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.06682, over 7967.71 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2948, pruned_loss=0.07232, over 2473689.70 frames. utt_duration=603.9 frames, utt_pad_proportion=0.05282, over 16424.45 utterances.], batch size: 45, lr: 6.91e-04
2022-08-22 06:20:08,408 INFO [train.py:927] (0/8) Epoch 4, batch 11600, giga_loss[loss=0.2454, simple_loss=0.3279, pruned_loss=0.08144, over 12439.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04148, over 114.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3059, pruned_loss=0.07842, over 2473188.59 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06055, over 16886.40 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3183, pruned_loss=0.07517, over 2460470.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06619, over 7942.31 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3038, pruned_loss=0.07822, over 2474030.93 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05916, over 17764.11 utterances.], batch size: 114, lr: 6.91e-04
2022-08-22 06:21:51,508 INFO [train.py:927] (0/8) Epoch 4, batch 11650, giga_loss[loss=0.2839, simple_loss=0.3505, pruned_loss=0.1087, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03626, over 40.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3115, pruned_loss=0.08062, over 2473258.89 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06032, over 17501.67 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.318, pruned_loss=0.07513, over 2460540.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.06519, over 7916.66 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3099, pruned_loss=0.08057, over 2474100.94 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05961, over 18384.86 utterances.], batch size: 40, lr: 6.91e-04
2022-08-22 06:23:33,887 INFO [train.py:927] (0/8) Epoch 4, batch 11700, giga_loss[loss=0.2318, simple_loss=0.3186, pruned_loss=0.07252, over 12389.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3181, pruned_loss=0.08412, over 2473087.21 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06203, over 18060.85 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3188, pruned_loss=0.07569, over 2460548.66 frames. utt_duration=1247 frames, utt_pad_proportion=0.06442, over 7903.96 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3161, pruned_loss=0.08369, over 2473916.50 frames. utt_duration=525 frames, utt_pad_proportion=0.06167, over 18902.84 utterances.], batch size: 161, lr: 6.91e-04
2022-08-22 06:25:14,926 INFO [train.py:927] (0/8) Epoch 4, batch 11750, giga_loss[loss=0.2076, simple_loss=0.2973, pruned_loss=0.05898, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04313, over 31.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08141, over 2473091.03 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06557, over 17995.90 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3186, pruned_loss=0.07558, over 2460394.09 frames. utt_duration=1241 frames, utt_pad_proportion=0.06806, over 7939.17 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3143, pruned_loss=0.08137, over 2474225.13 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06376, over 18917.30 utterances.], batch size: 31, lr: 6.91e-04
2022-08-22 06:26:55,315 INFO [train.py:927] (0/8) Epoch 4, batch 11800, libri_loss[loss=0.2626, simple_loss=0.3434, pruned_loss=0.09083, over 12344.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.06057, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08038, over 2473510.60 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06379, over 17895.18 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3182, pruned_loss=0.07536, over 2460594.26 frames. utt_duration=1245 frames, utt_pad_proportion=0.06647, over 7915.81 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3142, pruned_loss=0.0807, over 2474640.07 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06299, over 18966.71 utterances.], batch size: 51, lr: 6.90e-04
2022-08-22 06:28:37,680 INFO [train.py:927] (0/8) Epoch 4, batch 11850, giga_loss[loss=0.2344, simple_loss=0.3169, pruned_loss=0.07594, over 12363.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04295, over 133.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.316, pruned_loss=0.08089, over 2473108.31 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06273, over 17614.59 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3176, pruned_loss=0.07506, over 2460688.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.06474, over 7871.60 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08154, over 2474350.15 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06274, over 18820.38 utterances.], batch size: 133, lr: 6.90e-04
2022-08-22 06:30:21,133 INFO [train.py:927] (0/8) Epoch 4, batch 11900, giga_loss[loss=0.2558, simple_loss=0.349, pruned_loss=0.08127, over 12457.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3191, pruned_loss=0.08288, over 2473406.72 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06535, over 17467.86 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3183, pruned_loss=0.07546, over 2461175.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06755, over 7933.41 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.0832, over 2474243.22 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06432, over 18605.20 utterances.], batch size: 75, lr: 6.90e-04
2022-08-22 06:32:06,049 INFO [train.py:927] (0/8) Epoch 4, batch 11950, giga_loss[loss=0.239, simple_loss=0.3174, pruned_loss=0.08031, over 12333.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08487, over 2474584.67 frames. utt_duration=565 frames, utt_pad_proportion=0.06356, over 17566.75 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3199, pruned_loss=0.07569, over 2461442.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.06682, over 7920.41 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3208, pruned_loss=0.08505, over 2475179.62 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06309, over 18611.15 utterances.], batch size: 97, lr: 6.90e-04
2022-08-22 06:33:49,416 INFO [train.py:927] (0/8) Epoch 4, batch 12000, giga_loss[loss=0.2229, simple_loss=0.3067, pruned_loss=0.06958, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0426, over 31.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3227, pruned_loss=0.08407, over 2474079.42 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06302, over 17194.20 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3199, pruned_loss=0.07573, over 2461331.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.066, over 7924.94 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3211, pruned_loss=0.08434, over 2474886.21 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06296, over 18188.83 utterances.], batch size: 31, lr: 6.90e-04
2022-08-22 06:33:49,426 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (0/8) 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] (0/8) Epoch 4, batch 12050, giga_loss[loss=0.2598, simple_loss=0.345, pruned_loss=0.0873, over 12475.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02796, over 55.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3236, pruned_loss=0.08415, over 2473091.28 frames. utt_duration=579 frames, utt_pad_proportion=0.06489, over 17130.42 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3199, pruned_loss=0.07586, over 2461452.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.06568, over 7926.13 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3224, pruned_loss=0.08435, over 2473787.12 frames. utt_duration=550 frames, utt_pad_proportion=0.06488, over 18039.46 utterances.], batch size: 55, lr: 6.90e-04
2022-08-22 06:37:24,379 INFO [train.py:927] (0/8) Epoch 4, batch 12100, giga_loss[loss=0.2375, simple_loss=0.3135, pruned_loss=0.08077, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03344, over 85.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.322, pruned_loss=0.08366, over 2473250.44 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06352, over 16617.77 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.32, pruned_loss=0.07596, over 2461742.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06566, over 7941.15 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.321, pruned_loss=0.08383, over 2473698.50 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06357, over 17445.45 utterances.], batch size: 85, lr: 6.89e-04
2022-08-22 06:39:05,875 INFO [train.py:927] (0/8) Epoch 4, batch 12150, giga_loss[loss=0.2808, simple_loss=0.3539, pruned_loss=0.1038, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3221, pruned_loss=0.08409, over 2472405.42 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06369, over 16422.52 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3205, pruned_loss=0.07616, over 2461887.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06884, over 8004.31 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3208, pruned_loss=0.08415, over 2472786.98 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06247, over 17143.88 utterances.], batch size: 161, lr: 6.89e-04
2022-08-22 06:40:44,221 INFO [train.py:927] (0/8) Epoch 4, batch 12200, giga_loss[loss=0.3225, simple_loss=0.3741, pruned_loss=0.1354, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3218, pruned_loss=0.08389, over 2471793.51 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06075, over 16068.38 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3196, pruned_loss=0.07574, over 2462146.58 frames. utt_duration=1232 frames, utt_pad_proportion=0.06876, over 8001.42 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3217, pruned_loss=0.08456, over 2472168.11 frames. utt_duration=586.3 frames, utt_pad_proportion=0.0598, over 16909.76 utterances.], batch size: 258, lr: 6.89e-04
2022-08-22 06:42:25,557 INFO [train.py:927] (0/8) Epoch 4, batch 12250, giga_loss[loss=0.2216, simple_loss=0.3039, pruned_loss=0.06963, over 12293.00 frames. utt_duration=1588 frames, utt_pad_proportion=0.04861, over 31.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3212, pruned_loss=0.08328, over 2471982.06 frames. utt_duration=639.3 frames, utt_pad_proportion=0.0576, over 15502.62 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3197, pruned_loss=0.07584, over 2462168.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06859, over 8022.19 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3211, pruned_loss=0.08386, over 2472451.32 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05696, over 16291.72 utterances.], batch size: 31, lr: 6.89e-04
2022-08-22 06:44:05,315 INFO [train.py:927] (0/8) Epoch 4, batch 12300, giga_loss[loss=0.2298, simple_loss=0.3107, pruned_loss=0.07448, over 12295.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05016, over 26.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08286, over 2472210.25 frames. utt_duration=645.2 frames, utt_pad_proportion=0.0581, over 15363.64 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3197, pruned_loss=0.07611, over 2462231.36 frames. utt_duration=1232 frames, utt_pad_proportion=0.06782, over 8003.98 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08316, over 2472650.22 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05788, over 16105.06 utterances.], batch size: 26, lr: 6.89e-04
2022-08-22 06:45:45,191 INFO [train.py:927] (0/8) Epoch 4, batch 12350, giga_loss[loss=0.2458, simple_loss=0.3255, pruned_loss=0.08308, over 12445.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3168, pruned_loss=0.08212, over 2471998.44 frames. utt_duration=635.2 frames, utt_pad_proportion=0.05902, over 15604.52 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3197, pruned_loss=0.07644, over 2462237.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.06709, over 7980.05 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3167, pruned_loss=0.08212, over 2472468.57 frames. utt_duration=607.4 frames, utt_pad_proportion=0.05912, over 16321.35 utterances.], batch size: 123, lr: 6.88e-04
2022-08-22 06:47:26,128 INFO [train.py:927] (0/8) Epoch 4, batch 12400, giga_loss[loss=0.236, simple_loss=0.306, pruned_loss=0.08299, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04064, over 133.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08112, over 2472726.82 frames. utt_duration=637.9 frames, utt_pad_proportion=0.05542, over 15542.05 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3193, pruned_loss=0.07633, over 2462255.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.06638, over 7954.51 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3147, pruned_loss=0.08128, over 2473200.86 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05589, over 16227.40 utterances.], batch size: 133, lr: 6.88e-04
2022-08-22 06:49:06,713 INFO [train.py:927] (0/8) Epoch 4, batch 12450, giga_loss[loss=0.2257, simple_loss=0.3042, pruned_loss=0.07361, over 12444.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03345, over 105.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3108, pruned_loss=0.07904, over 2472727.26 frames. utt_duration=652.6 frames, utt_pad_proportion=0.05198, over 15189.96 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3199, pruned_loss=0.07654, over 2462695.41 frames. utt_duration=1237 frames, utt_pad_proportion=0.06622, over 7972.98 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.07904, over 2472859.77 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05249, over 15809.20 utterances.], batch size: 105, lr: 6.88e-04
2022-08-22 06:50:47,128 INFO [train.py:927] (0/8) Epoch 4, batch 12500, giga_loss[loss=0.2302, simple_loss=0.3107, pruned_loss=0.07482, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03328, over 85.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3104, pruned_loss=0.07835, over 2472685.37 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05638, over 15794.96 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3218, pruned_loss=0.0768, over 2462843.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.06777, over 8048.01 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.308, pruned_loss=0.07815, over 2472798.17 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05583, over 16321.32 utterances.], batch size: 85, lr: 6.88e-04
2022-08-22 06:52:30,040 INFO [train.py:927] (0/8) Epoch 4, batch 12550, libri_loss[loss=0.2425, simple_loss=0.329, pruned_loss=0.07794, over 12479.00 frames. utt_duration=961.3 frames, utt_pad_proportion=0.06673, over 52.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3126, pruned_loss=0.07917, over 2472637.53 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05985, over 16186.53 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.323, pruned_loss=0.07718, over 2462654.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06653, over 8029.15 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3094, pruned_loss=0.0787, over 2473125.00 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05967, over 16830.58 utterances.], batch size: 52, lr: 6.88e-04
2022-08-22 06:54:09,381 INFO [train.py:927] (0/8) Epoch 4, batch 12600, giga_loss[loss=0.3079, simple_loss=0.3564, pruned_loss=0.1297, over 12357.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3127, pruned_loss=0.07892, over 2472555.34 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06182, over 16848.24 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3227, pruned_loss=0.07728, over 2462779.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06567, over 8004.68 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3102, pruned_loss=0.07851, over 2473055.11 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06189, over 17568.16 utterances.], batch size: 257, lr: 6.87e-04
2022-08-22 06:55:51,438 INFO [train.py:927] (0/8) Epoch 4, batch 12650, giga_loss[loss=0.2589, simple_loss=0.3387, pruned_loss=0.08955, over 12401.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.063, over 183.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07821, over 2473148.94 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05872, over 17352.29 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3226, pruned_loss=0.07747, over 2462954.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06502, over 8004.88 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3101, pruned_loss=0.07774, over 2473651.91 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05906, over 18180.71 utterances.], batch size: 183, lr: 6.87e-04
2022-08-22 06:57:30,412 INFO [train.py:927] (0/8) Epoch 4, batch 12700, giga_loss[loss=0.2197, simple_loss=0.2942, pruned_loss=0.07258, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03534, over 37.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3122, pruned_loss=0.07855, over 2473162.59 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06003, over 17361.46 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.323, pruned_loss=0.07801, over 2462875.19 frames. utt_duration=1223 frames, utt_pad_proportion=0.06804, over 8067.48 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3099, pruned_loss=0.07771, over 2473886.54 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05891, over 18179.04 utterances.], batch size: 37, lr: 6.87e-04
2022-08-22 06:59:09,693 INFO [train.py:927] (0/8) Epoch 4, batch 12750, giga_loss[loss=0.2291, simple_loss=0.3172, pruned_loss=0.07045, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.07862, over 2473298.96 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05638, over 17533.04 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3228, pruned_loss=0.07813, over 2462739.90 frames. utt_duration=1225 frames, utt_pad_proportion=0.06729, over 8052.40 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3108, pruned_loss=0.07785, over 2474193.39 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05586, over 18361.03 utterances.], batch size: 97, lr: 6.87e-04
2022-08-22 07:00:48,308 INFO [train.py:927] (0/8) Epoch 4, batch 12800, libri_loss[loss=0.1972, simple_loss=0.2779, pruned_loss=0.05827, over 12206.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01035, over 29.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07999, over 2473046.68 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06061, over 17975.08 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3227, pruned_loss=0.07826, over 2462736.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06603, over 8024.27 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3131, pruned_loss=0.07932, over 2474013.69 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06045, over 18885.09 utterances.], batch size: 29, lr: 6.87e-04
2022-08-22 07:02:26,959 INFO [train.py:927] (0/8) Epoch 4, batch 12850, giga_loss[loss=0.295, simple_loss=0.3515, pruned_loss=0.1192, over 12408.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07215, over 212.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3157, pruned_loss=0.08094, over 2473235.57 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05919, over 17959.61 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3226, pruned_loss=0.07846, over 2462920.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06502, over 8001.91 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3144, pruned_loss=0.08026, over 2474022.80 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05947, over 18889.77 utterances.], batch size: 212, lr: 6.87e-04
2022-08-22 07:04:07,369 INFO [train.py:927] (0/8) Epoch 4, batch 12900, giga_loss[loss=0.2516, simple_loss=0.3234, pruned_loss=0.08988, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.081, over 2473574.65 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06074, over 18558.70 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3232, pruned_loss=0.07876, over 2462896.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.06465, over 7997.94 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3149, pruned_loss=0.08019, over 2474314.10 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06102, over 19393.14 utterances.], batch size: 133, lr: 6.86e-04
2022-08-22 07:05:45,806 INFO [train.py:927] (0/8) Epoch 4, batch 12950, giga_loss[loss=0.2343, simple_loss=0.3098, pruned_loss=0.07937, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03778, over 113.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08021, over 2473485.70 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05799, over 18570.98 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3228, pruned_loss=0.0789, over 2463046.30 frames. utt_duration=1238 frames, utt_pad_proportion=0.06341, over 7967.44 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07949, over 2474216.39 frames. utt_duration=508 frames, utt_pad_proportion=0.05872, over 19541.91 utterances.], batch size: 113, lr: 6.86e-04
2022-08-22 07:07:25,882 INFO [train.py:927] (0/8) Epoch 4, batch 13000, giga_loss[loss=0.2291, simple_loss=0.304, pruned_loss=0.07707, over 12381.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03032, over 58.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3149, pruned_loss=0.08013, over 2473790.10 frames. utt_duration=531.4 frames, utt_pad_proportion=0.05768, over 18675.55 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3231, pruned_loss=0.07922, over 2463196.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06267, over 7953.02 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.0793, over 2474380.57 frames. utt_duration=506.6 frames, utt_pad_proportion=0.05852, over 19594.93 utterances.], batch size: 58, lr: 6.86e-04
2022-08-22 07:09:02,163 INFO [train.py:927] (0/8) Epoch 4, batch 13050, libri_loss[loss=0.2419, simple_loss=0.3158, pruned_loss=0.08402, over 12405.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03806, over 46.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08027, over 2474189.91 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05589, over 18326.84 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3228, pruned_loss=0.07961, over 2463374.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.062, over 7959.64 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3143, pruned_loss=0.07927, over 2475006.64 frames. utt_duration=507.8 frames, utt_pad_proportion=0.05678, over 19554.90 utterances.], batch size: 46, lr: 6.86e-04
2022-08-22 07:10:40,339 INFO [train.py:927] (0/8) Epoch 4, batch 13100, giga_loss[loss=0.2468, simple_loss=0.3223, pruned_loss=0.08563, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3133, pruned_loss=0.08007, over 2474239.78 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05461, over 17663.37 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3234, pruned_loss=0.08028, over 2463493.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06594, over 8037.11 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3117, pruned_loss=0.07868, over 2475018.92 frames. utt_duration=528.3 frames, utt_pad_proportion=0.05387, over 18794.76 utterances.], batch size: 97, lr: 6.86e-04
2022-08-22 07:12:18,760 INFO [train.py:927] (0/8) Epoch 4, batch 13150, giga_loss[loss=0.2219, simple_loss=0.2918, pruned_loss=0.076, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02975, over 42.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3109, pruned_loss=0.08017, over 2473829.77 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05218, over 17229.90 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3228, pruned_loss=0.08042, over 2463857.26 frames. utt_duration=1236 frames, utt_pad_proportion=0.06442, over 7981.57 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3097, pruned_loss=0.0789, over 2474464.75 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05217, over 18494.63 utterances.], batch size: 42, lr: 6.85e-04
2022-08-22 07:13:58,494 INFO [train.py:927] (0/8) Epoch 4, batch 13200, giga_loss[loss=0.2159, simple_loss=0.2925, pruned_loss=0.06968, over 12385.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3095, pruned_loss=0.07971, over 2473547.07 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05419, over 17386.50 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3231, pruned_loss=0.08071, over 2464110.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.06344, over 7960.10 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3081, pruned_loss=0.07843, over 2473989.91 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05442, over 18593.72 utterances.], batch size: 66, lr: 6.85e-04
2022-08-22 07:15:40,134 INFO [train.py:927] (0/8) Epoch 4, batch 13250, giga_loss[loss=0.1992, simple_loss=0.2819, pruned_loss=0.05822, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3048, pruned_loss=0.07762, over 2473253.08 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0514, over 17046.17 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3232, pruned_loss=0.08098, over 2463981.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06271, over 7956.01 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3033, pruned_loss=0.0763, over 2473899.24 frames. utt_duration=546 frames, utt_pad_proportion=0.05194, over 18174.87 utterances.], batch size: 133, lr: 6.85e-04
2022-08-22 07:17:19,682 INFO [train.py:927] (0/8) Epoch 4, batch 13300, giga_loss[loss=0.2117, simple_loss=0.2849, pruned_loss=0.0692, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02976, over 80.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3036, pruned_loss=0.07711, over 2472373.03 frames. utt_duration=581.4 frames, utt_pad_proportion=0.053, over 17053.04 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3228, pruned_loss=0.08098, over 2463709.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.06218, over 7926.83 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3025, pruned_loss=0.07601, over 2473255.18 frames. utt_duration=548.2 frames, utt_pad_proportion=0.0535, over 18096.93 utterances.], batch size: 80, lr: 6.85e-04
2022-08-22 07:19:00,692 INFO [train.py:927] (0/8) Epoch 4, batch 13350, libri_loss[loss=0.2512, simple_loss=0.3221, pruned_loss=0.09013, over 12298.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005394, over 32.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3071, pruned_loss=0.07851, over 2472993.72 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05124, over 16841.56 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3232, pruned_loss=0.08146, over 2463965.01 frames. utt_duration=1248 frames, utt_pad_proportion=0.06101, over 7904.44 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3052, pruned_loss=0.07709, over 2473718.99 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05211, over 17950.58 utterances.], batch size: 32, lr: 6.85e-04
2022-08-22 07:20:39,960 INFO [train.py:927] (0/8) Epoch 4, batch 13400, giga_loss[loss=0.1996, simple_loss=0.2822, pruned_loss=0.05855, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03774, over 40.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.07946, over 2473307.13 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05376, over 17717.73 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3233, pruned_loss=0.08153, over 2464030.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.06078, over 7898.91 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3085, pruned_loss=0.07828, over 2473858.10 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05438, over 18636.18 utterances.], batch size: 40, lr: 6.84e-04
2022-08-22 07:22:26,573 INFO [train.py:927] (0/8) Epoch 4, batch 13450, giga_loss[loss=0.2743, simple_loss=0.3451, pruned_loss=0.1017, over 12466.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.0297, over 55.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3164, pruned_loss=0.08378, over 2473044.40 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05905, over 18575.20 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3239, pruned_loss=0.08198, over 2463833.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06031, over 7887.96 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3145, pruned_loss=0.08245, over 2473719.08 frames. utt_duration=511.6 frames, utt_pad_proportion=0.05947, over 19398.32 utterances.], batch size: 55, lr: 6.84e-04
2022-08-22 07:24:07,879 INFO [train.py:927] (0/8) Epoch 4, batch 13500, giga_loss[loss=0.2719, simple_loss=0.3452, pruned_loss=0.09927, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3226, pruned_loss=0.08903, over 2473079.22 frames. utt_duration=505.8 frames, utt_pad_proportion=0.0691, over 19617.02 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3237, pruned_loss=0.08237, over 2463631.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05845, over 7851.47 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3211, pruned_loss=0.08777, over 2474265.17 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06966, over 20837.96 utterances.], batch size: 91, lr: 6.84e-04
2022-08-22 07:25:24,516 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-92000.pt
2022-08-22 07:25:58,085 INFO [train.py:927] (0/8) Epoch 4, batch 13550, giga_loss[loss=0.391, simple_loss=0.42, pruned_loss=0.181, over 12424.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07159, over 212.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3298, pruned_loss=0.09465, over 2473089.91 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06518, over 19363.98 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3235, pruned_loss=0.0826, over 2464090.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05735, over 7849.02 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3288, pruned_loss=0.09366, over 2473873.27 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06631, over 20644.09 utterances.], batch size: 212, lr: 6.84e-04
2022-08-22 07:27:40,278 INFO [train.py:927] (0/8) Epoch 4, batch 13600, giga_loss[loss=0.265, simple_loss=0.3369, pruned_loss=0.09653, over 12323.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03441, over 62.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3359, pruned_loss=0.09983, over 2473215.68 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07133, over 20272.09 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3234, pruned_loss=0.08274, over 2463892.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.05697, over 7836.96 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3356, pruned_loss=0.09934, over 2474270.17 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07209, over 21647.66 utterances.], batch size: 62, lr: 6.84e-04
2022-08-22 07:29:24,833 INFO [train.py:927] (0/8) Epoch 4, batch 13650, giga_loss[loss=0.2454, simple_loss=0.3248, pruned_loss=0.08299, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02852, over 55.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3385, pruned_loss=0.1022, over 2473648.81 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07046, over 19878.76 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3237, pruned_loss=0.08321, over 2464368.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05564, over 7817.18 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3383, pruned_loss=0.1019, over 2474313.86 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07171, over 21323.86 utterances.], batch size: 55, lr: 6.84e-04
2022-08-22 07:31:14,650 INFO [train.py:927] (0/8) Epoch 4, batch 13700, giga_loss[loss=0.269, simple_loss=0.3422, pruned_loss=0.09784, over 12359.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03665, over 122.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3457, pruned_loss=0.1086, over 2473972.31 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07136, over 20440.90 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3242, pruned_loss=0.08369, over 2464735.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.0591, over 7883.72 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3455, pruned_loss=0.1083, over 2474344.00 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07139, over 21761.03 utterances.], batch size: 122, lr: 6.83e-04
2022-08-22 07:33:03,089 INFO [train.py:927] (0/8) Epoch 4, batch 13750, giga_loss[loss=0.2988, simple_loss=0.3606, pruned_loss=0.1185, over 12391.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02934, over 58.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3471, pruned_loss=0.1111, over 2474824.34 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07673, over 21176.16 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3243, pruned_loss=0.08403, over 2464671.88 frames. utt_duration=1254 frames, utt_pad_proportion=0.05839, over 7871.52 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3471, pruned_loss=0.111, over 2475327.17 frames. utt_duration=443.3 frames, utt_pad_proportion=0.0768, over 22407.90 utterances.], batch size: 58, lr: 6.83e-04
2022-08-22 07:34:48,007 INFO [train.py:927] (0/8) Epoch 4, batch 13800, giga_loss[loss=0.332, simple_loss=0.3634, pruned_loss=0.1503, over 12351.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3459, pruned_loss=0.1098, over 2474240.90 frames. utt_duration=478.6 frames, utt_pad_proportion=0.0777, over 20741.72 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3239, pruned_loss=0.08395, over 2464457.89 frames. utt_duration=1263 frames, utt_pad_proportion=0.05735, over 7814.07 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3469, pruned_loss=0.1105, over 2475131.14 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07815, over 22142.35 utterances.], batch size: 365, lr: 6.83e-04
2022-08-22 07:36:32,193 INFO [train.py:927] (0/8) Epoch 4, batch 13850, giga_loss[loss=0.2907, simple_loss=0.3564, pruned_loss=0.1125, over 12419.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.11, over 2474469.31 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07808, over 21051.43 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3238, pruned_loss=0.08412, over 2464553.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05669, over 7799.92 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3487, pruned_loss=0.1107, over 2475199.49 frames. utt_duration=444.5 frames, utt_pad_proportion=0.0787, over 22346.62 utterances.], batch size: 105, lr: 6.83e-04
2022-08-22 07:38:18,728 INFO [train.py:927] (0/8) Epoch 4, batch 13900, giga_loss[loss=0.2977, simple_loss=0.3534, pruned_loss=0.121, over 12395.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0738, over 212.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3468, pruned_loss=0.109, over 2475058.03 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0783, over 21897.76 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3242, pruned_loss=0.08473, over 2464969.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05991, over 7880.70 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3479, pruned_loss=0.1095, over 2475443.30 frames. utt_duration=430 frames, utt_pad_proportion=0.07805, over 23103.75 utterances.], batch size: 212, lr: 6.83e-04
2022-08-22 07:40:04,357 INFO [train.py:927] (0/8) Epoch 4, batch 13950, giga_loss[loss=0.2453, simple_loss=0.321, pruned_loss=0.08479, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03361, over 86.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3452, pruned_loss=0.1071, over 2475343.26 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07986, over 22637.86 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3242, pruned_loss=0.08488, over 2465213.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.06022, over 7912.94 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3465, pruned_loss=0.1079, over 2475648.75 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07971, over 23894.56 utterances.], batch size: 86, lr: 6.82e-04
2022-08-22 07:41:47,962 INFO [train.py:927] (0/8) Epoch 4, batch 14000, libri_loss[loss=0.2135, simple_loss=0.2913, pruned_loss=0.06788, over 12234.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005481, over 31.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3428, pruned_loss=0.1053, over 2475126.59 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08027, over 22851.49 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3243, pruned_loss=0.08516, over 2465519.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05838, over 7860.73 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3446, pruned_loss=0.1066, over 2475502.12 frames. utt_duration=405.3 frames, utt_pad_proportion=0.08086, over 24521.26 utterances.], batch size: 31, lr: 6.82e-04
2022-08-22 07:43:35,678 INFO [train.py:927] (0/8) Epoch 4, batch 14050, giga_loss[loss=0.2717, simple_loss=0.3501, pruned_loss=0.09659, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.342, pruned_loss=0.1038, over 2474378.24 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07403, over 21880.04 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3243, pruned_loss=0.08544, over 2465319.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.05732, over 7839.53 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3438, pruned_loss=0.105, over 2475036.12 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07536, over 23532.49 utterances.], batch size: 30, lr: 6.82e-04
2022-08-22 07:45:26,914 INFO [train.py:927] (0/8) Epoch 4, batch 14100, giga_loss[loss=0.2772, simple_loss=0.3512, pruned_loss=0.1016, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3414, pruned_loss=0.1018, over 2474856.08 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07591, over 21488.10 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.325, pruned_loss=0.08628, over 2465446.65 frames. utt_duration=1239 frames, utt_pad_proportion=0.0644, over 7968.97 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3427, pruned_loss=0.1025, over 2475529.47 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07515, over 23071.99 utterances.], batch size: 146, lr: 6.82e-04
2022-08-22 07:47:14,871 INFO [train.py:927] (0/8) Epoch 4, batch 14150, giga_loss[loss=0.276, simple_loss=0.339, pruned_loss=0.1065, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3419, pruned_loss=0.1016, over 2475423.14 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07617, over 21692.16 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3251, pruned_loss=0.08639, over 2465614.30 frames. utt_duration=1241 frames, utt_pad_proportion=0.06373, over 7957.45 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3431, pruned_loss=0.1023, over 2475930.80 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07581, over 23135.13 utterances.], batch size: 113, lr: 6.82e-04
2022-08-22 07:49:02,078 INFO [train.py:927] (0/8) Epoch 4, batch 14200, giga_loss[loss=0.2667, simple_loss=0.3348, pruned_loss=0.0993, over 12411.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3415, pruned_loss=0.1018, over 2474779.15 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07287, over 21181.71 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3249, pruned_loss=0.08662, over 2465495.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.06315, over 7966.86 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3431, pruned_loss=0.1026, over 2475601.83 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07311, over 22800.91 utterances.], batch size: 133, lr: 6.82e-04
2022-08-22 07:50:47,436 INFO [train.py:927] (0/8) Epoch 4, batch 14250, giga_loss[loss=0.281, simple_loss=0.3451, pruned_loss=0.1084, over 12391.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3416, pruned_loss=0.1023, over 2474915.05 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07365, over 21480.18 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3265, pruned_loss=0.08721, over 2465611.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.0676, over 8064.91 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3418, pruned_loss=0.1029, over 2475695.33 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07269, over 23003.16 utterances.], batch size: 183, lr: 6.81e-04
2022-08-22 07:52:34,113 INFO [train.py:927] (0/8) Epoch 4, batch 14300, giga_loss[loss=0.2173, simple_loss=0.3112, pruned_loss=0.06166, over 12312.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.03117, over 66.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3397, pruned_loss=0.1011, over 2474310.67 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07852, over 21524.04 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3267, pruned_loss=0.08767, over 2466157.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.06673, over 8058.77 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3401, pruned_loss=0.1015, over 2474683.09 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07785, over 23116.27 utterances.], batch size: 66, lr: 6.81e-04
2022-08-22 07:54:18,805 INFO [train.py:927] (0/8) Epoch 4, batch 14350, giga_loss[loss=0.2698, simple_loss=0.3395, pruned_loss=0.1, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05164, over 162.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.338, pruned_loss=0.09976, over 2473977.35 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08042, over 21504.01 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3262, pruned_loss=0.08762, over 2465787.23 frames. utt_duration=1230 frames, utt_pad_proportion=0.06579, over 8026.82 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.339, pruned_loss=0.1003, over 2474741.56 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08015, over 23032.30 utterances.], batch size: 162, lr: 6.81e-04
2022-08-22 07:56:04,296 INFO [train.py:927] (0/8) Epoch 4, batch 14400, giga_loss[loss=0.2779, simple_loss=0.3458, pruned_loss=0.105, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03767, over 133.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3362, pruned_loss=0.09898, over 2474631.31 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08002, over 21433.34 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3262, pruned_loss=0.08793, over 2465855.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.06537, over 8040.04 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3371, pruned_loss=0.09937, over 2475321.55 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08002, over 22868.16 utterances.], batch size: 133, lr: 6.81e-04
2022-08-22 07:57:49,877 INFO [train.py:927] (0/8) Epoch 4, batch 14450, giga_loss[loss=0.2928, simple_loss=0.3492, pruned_loss=0.1182, over 12416.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.335, pruned_loss=0.09921, over 2474410.66 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07583, over 20849.04 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3259, pruned_loss=0.08809, over 2465765.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06448, over 8015.51 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3363, pruned_loss=0.09962, over 2475228.91 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07646, over 22301.29 utterances.], batch size: 105, lr: 6.81e-04
2022-08-22 07:59:36,609 INFO [train.py:927] (0/8) Epoch 4, batch 14500, giga_loss[loss=0.2553, simple_loss=0.3206, pruned_loss=0.09497, over 12415.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06251, over 183.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3339, pruned_loss=0.09894, over 2473504.72 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07226, over 20464.49 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3257, pruned_loss=0.08809, over 2465364.21 frames. utt_duration=1238 frames, utt_pad_proportion=0.06313, over 7976.46 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3353, pruned_loss=0.09957, over 2474759.99 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07352, over 22004.73 utterances.], batch size: 183, lr: 6.80e-04
2022-08-22 08:01:22,213 INFO [train.py:927] (0/8) Epoch 4, batch 14550, giga_loss[loss=0.2412, simple_loss=0.3212, pruned_loss=0.08065, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03353, over 40.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3352, pruned_loss=0.09827, over 2473380.36 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0701, over 20272.24 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3275, pruned_loss=0.08813, over 2465309.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.06295, over 7964.57 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3347, pruned_loss=0.09877, over 2474447.64 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07131, over 21545.03 utterances.], batch size: 40, lr: 6.80e-04
2022-08-22 08:03:06,661 INFO [train.py:927] (0/8) Epoch 4, batch 14600, giga_loss[loss=0.2715, simple_loss=0.3428, pruned_loss=0.1001, over 12448.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03081, over 55.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3359, pruned_loss=0.09843, over 2474123.22 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07064, over 20427.79 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3278, pruned_loss=0.08842, over 2465609.75 frames. utt_duration=1240 frames, utt_pad_proportion=0.06219, over 7962.11 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09871, over 2474825.14 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07185, over 21593.48 utterances.], batch size: 55, lr: 6.80e-04
2022-08-22 08:04:56,617 INFO [train.py:927] (0/8) Epoch 4, batch 14650, giga_loss[loss=0.241, simple_loss=0.3162, pruned_loss=0.0829, over 12201.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.337, pruned_loss=0.09979, over 2474512.83 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07366, over 20632.76 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3278, pruned_loss=0.08851, over 2465829.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06171, over 7962.47 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3366, pruned_loss=0.1, over 2474952.59 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07465, over 21657.37 utterances.], batch size: 28, lr: 6.80e-04
2022-08-22 08:06:41,238 INFO [train.py:927] (0/8) Epoch 4, batch 14700, giga_loss[loss=0.2984, simple_loss=0.3595, pruned_loss=0.1186, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3381, pruned_loss=0.1021, over 2474398.05 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07294, over 20897.44 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3279, pruned_loss=0.08879, over 2465967.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.06102, over 7944.16 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3379, pruned_loss=0.1022, over 2474734.55 frames. utt_duration=454 frames, utt_pad_proportion=0.074, over 21876.19 utterances.], batch size: 133, lr: 6.80e-04
2022-08-22 08:08:24,724 INFO [train.py:927] (0/8) Epoch 4, batch 14750, giga_loss[loss=0.2575, simple_loss=0.3282, pruned_loss=0.09342, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03594, over 123.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3395, pruned_loss=0.104, over 2475467.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07523, over 21332.32 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.328, pruned_loss=0.08909, over 2466160.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.05962, over 7919.22 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3394, pruned_loss=0.1041, over 2475762.90 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07654, over 22501.29 utterances.], batch size: 123, lr: 6.80e-04
2022-08-22 08:10:09,880 INFO [train.py:927] (0/8) Epoch 4, batch 14800, giga_loss[loss=0.2647, simple_loss=0.3544, pruned_loss=0.08753, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05072, over 34.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3389, pruned_loss=0.1028, over 2474647.75 frames. utt_duration=469 frames, utt_pad_proportion=0.0756, over 21173.32 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08942, over 2466448.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.05892, over 7918.42 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3388, pruned_loss=0.1028, over 2474741.85 frames. utt_duration=446 frames, utt_pad_proportion=0.07691, over 22270.18 utterances.], batch size: 34, lr: 6.79e-04
2022-08-22 08:11:56,298 INFO [train.py:927] (0/8) Epoch 4, batch 14850, giga_loss[loss=0.2846, simple_loss=0.348, pruned_loss=0.1106, over 12413.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05303, over 162.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3362, pruned_loss=0.101, over 2474680.54 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07987, over 21821.63 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3278, pruned_loss=0.08935, over 2466354.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.0583, over 7896.79 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3366, pruned_loss=0.1013, over 2474944.71 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08094, over 22877.46 utterances.], batch size: 162, lr: 6.79e-04
2022-08-22 08:13:40,916 INFO [train.py:927] (0/8) Epoch 4, batch 14900, giga_loss[loss=0.2687, simple_loss=0.3366, pruned_loss=0.1004, over 12317.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3348, pruned_loss=0.09991, over 2475193.00 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07416, over 20699.34 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3292, pruned_loss=0.08996, over 2466769.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.05732, over 7908.19 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.334, pruned_loss=0.0998, over 2475215.50 frames. utt_duration=455 frames, utt_pad_proportion=0.07578, over 21828.98 utterances.], batch size: 74, lr: 6.79e-04
2022-08-22 08:15:28,079 INFO [train.py:927] (0/8) Epoch 4, batch 14950, giga_loss[loss=0.3011, simple_loss=0.3686, pruned_loss=0.1168, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07115, over 211.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.338, pruned_loss=0.1002, over 2474739.73 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06872, over 19680.38 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3297, pruned_loss=0.09036, over 2466447.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05645, over 7890.12 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3371, pruned_loss=0.09995, over 2475163.28 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07071, over 20800.72 utterances.], batch size: 211, lr: 6.79e-04
2022-08-22 08:17:11,611 INFO [train.py:927] (0/8) Epoch 4, batch 15000, giga_loss[loss=0.2858, simple_loss=0.3486, pruned_loss=0.1115, over 12378.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3413, pruned_loss=0.1009, over 2475240.90 frames. utt_duration=485.5 frames, utt_pad_proportion=0.0699, over 20452.57 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3296, pruned_loss=0.09036, over 2466645.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.05604, over 7876.26 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3407, pruned_loss=0.1008, over 2475481.14 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07151, over 21441.41 utterances.], batch size: 91, lr: 6.79e-04
2022-08-22 08:17:11,617 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 08:17:25,349 INFO [train.py:967] (0/8) 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 08:19:08,867 INFO [train.py:927] (0/8) Epoch 4, batch 15050, giga_loss[loss=0.3033, simple_loss=0.3597, pruned_loss=0.1234, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07387, over 212.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3436, pruned_loss=0.1026, over 2475519.33 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07214, over 20224.44 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3312, pruned_loss=0.09152, over 2466998.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.06845, over 8110.28 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3422, pruned_loss=0.1019, over 2475722.15 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06934, over 21252.91 utterances.], batch size: 212, lr: 6.78e-04
2022-08-22 08:20:50,852 INFO [train.py:927] (0/8) Epoch 4, batch 15100, giga_loss[loss=0.3013, simple_loss=0.3633, pruned_loss=0.1197, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06266, over 183.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3432, pruned_loss=0.1035, over 2474790.12 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0743, over 20408.94 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.331, pruned_loss=0.09165, over 2467059.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.06696, over 8082.37 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3426, pruned_loss=0.1031, over 2475093.98 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07251, over 21580.22 utterances.], batch size: 183, lr: 6.78e-04
2022-08-22 08:22:33,206 INFO [train.py:927] (0/8) Epoch 4, batch 15150, giga_loss[loss=0.2565, simple_loss=0.3205, pruned_loss=0.09622, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3411, pruned_loss=0.1034, over 2474616.00 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07429, over 20440.01 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3312, pruned_loss=0.09168, over 2467135.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06734, over 8095.41 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3406, pruned_loss=0.1031, over 2474869.95 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07279, over 21460.49 utterances.], batch size: 97, lr: 6.78e-04
2022-08-22 08:24:15,877 INFO [train.py:927] (0/8) Epoch 4, batch 15200, giga_loss[loss=0.2518, simple_loss=0.3287, pruned_loss=0.08745, over 12390.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02697, over 66.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.34, pruned_loss=0.1028, over 2473936.68 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07009, over 19938.48 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3305, pruned_loss=0.09137, over 2466796.79 frames. utt_duration=1221 frames, utt_pad_proportion=0.06708, over 8092.65 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3404, pruned_loss=0.1032, over 2474651.62 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06919, over 21131.33 utterances.], batch size: 66, lr: 6.78e-04
2022-08-22 08:25:59,560 INFO [train.py:927] (0/8) Epoch 4, batch 15250, giga_loss[loss=0.2456, simple_loss=0.3179, pruned_loss=0.08671, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0298, over 45.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3378, pruned_loss=0.102, over 2473570.38 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07047, over 19479.67 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3304, pruned_loss=0.09138, over 2467006.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.06636, over 8092.23 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3383, pruned_loss=0.1025, over 2474045.78 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06997, over 20573.38 utterances.], batch size: 45, lr: 6.78e-04
2022-08-22 08:27:44,389 INFO [train.py:927] (0/8) Epoch 4, batch 15300, giga_loss[loss=0.2375, simple_loss=0.3165, pruned_loss=0.07925, over 12319.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03523, over 51.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3392, pruned_loss=0.1021, over 2473650.58 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06779, over 19799.55 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.331, pruned_loss=0.09157, over 2467015.36 frames. utt_duration=1221 frames, utt_pad_proportion=0.06556, over 8090.70 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3393, pruned_loss=0.1026, over 2474186.44 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06784, over 20994.76 utterances.], batch size: 51, lr: 6.78e-04
2022-08-22 08:29:27,602 INFO [train.py:927] (0/8) Epoch 4, batch 15350, giga_loss[loss=0.3026, simple_loss=0.3638, pruned_loss=0.1207, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04009, over 113.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3398, pruned_loss=0.1023, over 2474169.78 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06425, over 19277.77 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3313, pruned_loss=0.09201, over 2467148.92 frames. utt_duration=1213 frames, utt_pad_proportion=0.06852, over 8142.49 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3397, pruned_loss=0.1026, over 2474654.08 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06338, over 20487.46 utterances.], batch size: 113, lr: 6.77e-04
2022-08-22 08:31:08,342 INFO [train.py:927] (0/8) Epoch 4, batch 15400, giga_loss[loss=0.2695, simple_loss=0.3528, pruned_loss=0.09313, over 12368.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3399, pruned_loss=0.1, over 2474434.66 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06568, over 18946.89 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.331, pruned_loss=0.09194, over 2466751.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.06785, over 8110.49 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3402, pruned_loss=0.1004, over 2475236.66 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06513, over 20069.43 utterances.], batch size: 97, lr: 6.77e-04
2022-08-22 08:32:47,629 INFO [train.py:927] (0/8) Epoch 4, batch 15450, giga_loss[loss=0.2788, simple_loss=0.353, pruned_loss=0.1022, over 12344.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3413, pruned_loss=0.1004, over 2474820.43 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06828, over 19366.23 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3307, pruned_loss=0.09173, over 2466980.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06633, over 8084.63 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3422, pruned_loss=0.1011, over 2475461.62 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06822, over 20588.07 utterances.], batch size: 85, lr: 6.77e-04
2022-08-22 08:34:28,008 INFO [train.py:927] (0/8) Epoch 4, batch 15500, giga_loss[loss=0.2835, simple_loss=0.3503, pruned_loss=0.1083, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03711, over 133.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.343, pruned_loss=0.1025, over 2475246.71 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06882, over 19573.40 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3303, pruned_loss=0.09162, over 2466920.84 frames. utt_duration=1226 frames, utt_pad_proportion=0.0654, over 8059.15 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3442, pruned_loss=0.1033, over 2475948.36 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06906, over 20772.41 utterances.], batch size: 133, lr: 6.77e-04
2022-08-22 08:35:45,624 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-94000.pt
2022-08-22 08:36:14,119 INFO [train.py:927] (0/8) Epoch 4, batch 15550, giga_loss[loss=0.2533, simple_loss=0.3136, pruned_loss=0.09649, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03708, over 40.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3425, pruned_loss=0.1027, over 2475542.73 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06849, over 19583.88 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3307, pruned_loss=0.09212, over 2466851.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06545, over 8080.91 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3433, pruned_loss=0.1031, over 2476309.52 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06868, over 20726.64 utterances.], batch size: 40, lr: 6.77e-04
2022-08-22 08:37:57,275 INFO [train.py:927] (0/8) Epoch 4, batch 15600, giga_loss[loss=0.2338, simple_loss=0.3268, pruned_loss=0.07041, over 12344.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03053, over 70.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3425, pruned_loss=0.1004, over 2474962.62 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06452, over 18869.14 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3304, pruned_loss=0.09196, over 2466822.55 frames. utt_duration=1225 frames, utt_pad_proportion=0.065, over 8062.15 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3435, pruned_loss=0.101, over 2475660.13 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06504, over 19883.60 utterances.], batch size: 70, lr: 6.76e-04
2022-08-22 08:39:40,341 INFO [train.py:927] (0/8) Epoch 4, batch 15650, libri_loss[loss=0.2808, simple_loss=0.3506, pruned_loss=0.1055, over 12389.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009304, over 38.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3428, pruned_loss=0.101, over 2474178.28 frames. utt_duration=521 frames, utt_pad_proportion=0.06296, over 19047.88 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3307, pruned_loss=0.09229, over 2466874.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06355, over 8036.65 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3436, pruned_loss=0.1014, over 2474912.08 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06399, over 20186.28 utterances.], batch size: 38, lr: 6.76e-04
2022-08-22 08:41:24,732 INFO [train.py:927] (0/8) Epoch 4, batch 15700, giga_loss[loss=0.2954, simple_loss=0.3411, pruned_loss=0.1248, over 12349.00 frames. utt_duration=133.1 frames, utt_pad_proportion=0.2169, over 375.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3418, pruned_loss=0.1013, over 2473871.79 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06567, over 19586.40 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3304, pruned_loss=0.09215, over 2466998.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.06335, over 8025.46 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3427, pruned_loss=0.1017, over 2474371.82 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0664, over 20533.48 utterances.], batch size: 375, lr: 6.76e-04
2022-08-22 08:43:08,016 INFO [train.py:927] (0/8) Epoch 4, batch 15750, giga_loss[loss=0.2639, simple_loss=0.3385, pruned_loss=0.09469, over 12390.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.341, pruned_loss=0.1012, over 2474366.79 frames. utt_duration=494 frames, utt_pad_proportion=0.06784, over 20094.79 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3315, pruned_loss=0.09243, over 2466952.03 frames. utt_duration=1236 frames, utt_pad_proportion=0.06205, over 7993.20 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.341, pruned_loss=0.1015, over 2474969.81 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0688, over 21198.77 utterances.], batch size: 80, lr: 6.76e-04
2022-08-22 08:44:45,036 INFO [train.py:927] (0/8) Epoch 4, batch 15800, giga_loss[loss=0.2436, simple_loss=0.3167, pruned_loss=0.0853, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05476, over 162.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3415, pruned_loss=0.1035, over 2475321.66 frames. utt_duration=468 frames, utt_pad_proportion=0.06754, over 21224.15 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3312, pruned_loss=0.09235, over 2466852.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06138, over 7961.52 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.342, pruned_loss=0.104, over 2476023.80 frames. utt_duration=444.5 frames, utt_pad_proportion=0.06854, over 22357.44 utterances.], batch size: 162, lr: 6.76e-04
2022-08-22 08:46:23,466 INFO [train.py:927] (0/8) Epoch 4, batch 15850, giga_loss[loss=0.2092, simple_loss=0.3022, pruned_loss=0.05816, over 12379.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03013, over 62.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3377, pruned_loss=0.1001, over 2475114.48 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06572, over 21108.08 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3304, pruned_loss=0.09213, over 2466530.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06006, over 7917.18 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.339, pruned_loss=0.101, over 2476166.73 frames. utt_duration=443.5 frames, utt_pad_proportion=0.06708, over 22406.52 utterances.], batch size: 62, lr: 6.76e-04
2022-08-22 08:48:09,949 INFO [train.py:927] (0/8) Epoch 4, batch 15900, giga_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08209, over 12462.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.02823, over 55.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3352, pruned_loss=0.09825, over 2475032.96 frames. utt_duration=472.7 frames, utt_pad_proportion=0.0657, over 21008.25 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3307, pruned_loss=0.09246, over 2466573.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.05887, over 7905.35 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3362, pruned_loss=0.09883, over 2476029.03 frames. utt_duration=444.5 frames, utt_pad_proportion=0.06724, over 22355.07 utterances.], batch size: 55, lr: 6.75e-04
2022-08-22 08:49:54,762 INFO [train.py:927] (0/8) Epoch 4, batch 15950, giga_loss[loss=0.2932, simple_loss=0.3528, pruned_loss=0.1168, over 12408.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3309, pruned_loss=0.09659, over 2475121.78 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06723, over 20643.61 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3302, pruned_loss=0.09266, over 2466849.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06182, over 7945.39 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3322, pruned_loss=0.09705, over 2475966.16 frames. utt_duration=448.5 frames, utt_pad_proportion=0.06747, over 22155.13 utterances.], batch size: 146, lr: 6.75e-04
2022-08-22 08:51:35,283 INFO [train.py:927] (0/8) Epoch 4, batch 16000, giga_loss[loss=0.2532, simple_loss=0.3268, pruned_loss=0.08983, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3317, pruned_loss=0.09702, over 2475933.37 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07107, over 21357.73 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3297, pruned_loss=0.09251, over 2467428.99 frames. utt_duration=1249 frames, utt_pad_proportion=0.06043, over 7909.43 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3332, pruned_loss=0.09764, over 2476312.82 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07153, over 22957.26 utterances.], batch size: 146, lr: 6.75e-04
2022-08-22 08:53:17,215 INFO [train.py:927] (0/8) Epoch 4, batch 16050, giga_loss[loss=0.2483, simple_loss=0.3171, pruned_loss=0.08976, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02994, over 48.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3332, pruned_loss=0.09827, over 2475910.89 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07776, over 22018.98 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3296, pruned_loss=0.09229, over 2467338.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.05921, over 7877.12 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3347, pruned_loss=0.09914, over 2476573.82 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07813, over 23770.11 utterances.], batch size: 48, lr: 6.75e-04
2022-08-22 08:54:58,148 INFO [train.py:927] (0/8) Epoch 4, batch 16100, giga_loss[loss=0.2498, simple_loss=0.3198, pruned_loss=0.08985, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02664, over 48.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3347, pruned_loss=0.09933, over 2476181.94 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07942, over 22326.52 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3302, pruned_loss=0.09232, over 2467581.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05889, over 7877.97 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3353, pruned_loss=0.1001, over 2476600.10 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07981, over 23902.85 utterances.], batch size: 48, lr: 6.75e-04
2022-08-22 08:56:42,637 INFO [train.py:927] (0/8) Epoch 4, batch 16150, giga_loss[loss=0.2893, simple_loss=0.3584, pruned_loss=0.1101, over 12436.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03598, over 98.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3369, pruned_loss=0.1009, over 2475409.58 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07852, over 21961.16 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3303, pruned_loss=0.09251, over 2467587.52 frames. utt_duration=1252 frames, utt_pad_proportion=0.0586, over 7892.66 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3375, pruned_loss=0.1015, over 2475936.91 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07912, over 23525.26 utterances.], batch size: 98, lr: 6.74e-04
2022-08-22 08:58:31,614 INFO [train.py:927] (0/8) Epoch 4, batch 16200, giga_loss[loss=0.2396, simple_loss=0.3175, pruned_loss=0.08088, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03462, over 37.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3381, pruned_loss=0.1019, over 2475254.77 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07863, over 22047.12 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3303, pruned_loss=0.0927, over 2467449.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.05782, over 7878.81 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3386, pruned_loss=0.1024, over 2475917.68 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07943, over 23538.40 utterances.], batch size: 37, lr: 6.74e-04
2022-08-22 09:00:17,680 INFO [train.py:927] (0/8) Epoch 4, batch 16250, giga_loss[loss=0.2637, simple_loss=0.3249, pruned_loss=0.1013, over 12340.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1874, over 361.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3385, pruned_loss=0.1012, over 2474178.69 frames. utt_duration=440 frames, utt_pad_proportion=0.08208, over 22565.07 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3304, pruned_loss=0.09265, over 2467069.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.06164, over 7933.06 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.339, pruned_loss=0.1017, over 2475163.22 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08162, over 23949.15 utterances.], batch size: 361, lr: 6.74e-04
2022-08-22 09:02:02,343 INFO [train.py:927] (0/8) Epoch 4, batch 16300, giga_loss[loss=0.3306, simple_loss=0.3691, pruned_loss=0.146, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3384, pruned_loss=0.1022, over 2473886.91 frames. utt_duration=421.5 frames, utt_pad_proportion=0.0874, over 23557.35 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3303, pruned_loss=0.09264, over 2466751.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.06096, over 7918.09 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.339, pruned_loss=0.1028, over 2475036.68 frames. utt_duration=399.7 frames, utt_pad_proportion=0.08705, over 24856.65 utterances.], batch size: 258, lr: 6.74e-04
2022-08-22 09:03:44,912 INFO [train.py:927] (0/8) Epoch 4, batch 16350, giga_loss[loss=0.2852, simple_loss=0.3544, pruned_loss=0.108, over 12432.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03246, over 55.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3373, pruned_loss=0.1019, over 2473942.85 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08209, over 22780.75 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3301, pruned_loss=0.09259, over 2466739.69 frames. utt_duration=1252 frames, utt_pad_proportion=0.0597, over 7889.53 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3382, pruned_loss=0.1027, over 2475102.21 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08267, over 24337.38 utterances.], batch size: 55, lr: 6.74e-04
2022-08-22 09:05:27,706 INFO [train.py:927] (0/8) Epoch 4, batch 16400, giga_loss[loss=0.2445, simple_loss=0.3178, pruned_loss=0.08563, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04843, over 34.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3378, pruned_loss=0.1028, over 2474562.31 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07767, over 22641.60 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3302, pruned_loss=0.09266, over 2466780.99 frames. utt_duration=1251 frames, utt_pad_proportion=0.05955, over 7896.08 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3385, pruned_loss=0.1034, over 2475466.76 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07844, over 23922.91 utterances.], batch size: 34, lr: 6.74e-04
2022-08-22 09:07:09,499 INFO [train.py:927] (0/8) Epoch 4, batch 16450, giga_loss[loss=0.2807, simple_loss=0.3615, pruned_loss=0.09992, over 12338.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02718, over 74.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3384, pruned_loss=0.1034, over 2474427.63 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07932, over 22283.07 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3306, pruned_loss=0.0931, over 2466820.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06296, over 7974.33 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3388, pruned_loss=0.1038, over 2475384.15 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07908, over 23703.01 utterances.], batch size: 74, lr: 6.73e-04
2022-08-22 09:08:54,023 INFO [train.py:927] (0/8) Epoch 4, batch 16500, giga_loss[loss=0.2635, simple_loss=0.3341, pruned_loss=0.09647, over 12313.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02929, over 74.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3383, pruned_loss=0.1035, over 2474068.50 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07592, over 21484.22 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3301, pruned_loss=0.09309, over 2466289.53 frames. utt_duration=1244 frames, utt_pad_proportion=0.06182, over 7940.27 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3393, pruned_loss=0.1041, over 2475486.64 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07635, over 22958.24 utterances.], batch size: 74, lr: 6.73e-04
2022-08-22 09:10:38,160 INFO [train.py:927] (0/8) Epoch 4, batch 16550, giga_loss[loss=0.2919, simple_loss=0.3752, pruned_loss=0.1043, over 12345.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3382, pruned_loss=0.1036, over 2473834.76 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07486, over 21516.21 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.33, pruned_loss=0.09332, over 2465889.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.0607, over 7909.06 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3393, pruned_loss=0.1041, over 2475497.15 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07568, over 23013.91 utterances.], batch size: 66, lr: 6.73e-04
2022-08-22 09:12:21,428 INFO [train.py:927] (0/8) Epoch 4, batch 16600, giga_loss[loss=0.3144, simple_loss=0.3564, pruned_loss=0.1362, over 12346.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3384, pruned_loss=0.1037, over 2473570.65 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07704, over 21936.26 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3295, pruned_loss=0.09316, over 2465753.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05939, over 7881.17 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3399, pruned_loss=0.1046, over 2475264.68 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07801, over 23532.12 utterances.], batch size: 365, lr: 6.73e-04
2022-08-22 09:14:05,562 INFO [train.py:927] (0/8) Epoch 4, batch 16650, giga_loss[loss=0.2705, simple_loss=0.3391, pruned_loss=0.101, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04034, over 31.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3393, pruned_loss=0.1042, over 2473528.42 frames. utt_duration=457 frames, utt_pad_proportion=0.0791, over 21718.89 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3302, pruned_loss=0.09392, over 2465852.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06286, over 7975.12 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3403, pruned_loss=0.1045, over 2475089.78 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07896, over 23440.92 utterances.], batch size: 31, lr: 6.73e-04
2022-08-22 09:15:47,782 INFO [train.py:927] (0/8) Epoch 4, batch 16700, giga_loss[loss=0.2484, simple_loss=0.3316, pruned_loss=0.08262, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02727, over 39.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3394, pruned_loss=0.1039, over 2473505.41 frames. utt_duration=473 frames, utt_pad_proportion=0.07535, over 20981.00 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3294, pruned_loss=0.09363, over 2465948.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.06151, over 7929.36 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3411, pruned_loss=0.1048, over 2474886.22 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07601, over 22759.99 utterances.], batch size: 39, lr: 6.73e-04
2022-08-22 09:17:31,928 INFO [train.py:927] (0/8) Epoch 4, batch 16750, giga_loss[loss=0.2608, simple_loss=0.3364, pruned_loss=0.09254, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04407, over 146.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3395, pruned_loss=0.1028, over 2473786.01 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07652, over 21199.56 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3292, pruned_loss=0.09375, over 2466379.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06426, over 7983.55 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3415, pruned_loss=0.1037, over 2474752.61 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07629, over 23006.15 utterances.], batch size: 146, lr: 6.72e-04
2022-08-22 09:19:13,869 INFO [train.py:927] (0/8) Epoch 4, batch 16800, giga_loss[loss=0.2527, simple_loss=0.3294, pruned_loss=0.08803, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3383, pruned_loss=0.1019, over 2474172.45 frames. utt_duration=471 frames, utt_pad_proportion=0.07589, over 21076.26 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3292, pruned_loss=0.0937, over 2466551.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06415, over 7984.77 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3399, pruned_loss=0.1027, over 2474846.54 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07584, over 22616.88 utterances.], batch size: 58, lr: 6.72e-04
2022-08-22 09:20:55,025 INFO [train.py:927] (0/8) Epoch 4, batch 16850, giga_loss[loss=0.3608, simple_loss=0.3922, pruned_loss=0.1647, over 12371.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3392, pruned_loss=0.1019, over 2474005.14 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07466, over 20746.61 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09343, over 2466143.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06322, over 7972.20 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3407, pruned_loss=0.1031, over 2475146.91 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07514, over 22408.26 utterances.], batch size: 258, lr: 6.72e-04
2022-08-22 09:22:42,092 INFO [train.py:927] (0/8) Epoch 4, batch 16900, giga_loss[loss=0.2562, simple_loss=0.3254, pruned_loss=0.0935, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0254, over 48.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3395, pruned_loss=0.103, over 2474381.60 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07511, over 21198.03 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3294, pruned_loss=0.09356, over 2465776.65 frames. utt_duration=1227 frames, utt_pad_proportion=0.06745, over 8046.67 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3409, pruned_loss=0.104, over 2475791.90 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07424, over 22696.85 utterances.], batch size: 48, lr: 6.72e-04
2022-08-22 09:24:23,227 INFO [train.py:927] (0/8) Epoch 4, batch 16950, libri_loss[loss=0.2483, simple_loss=0.3164, pruned_loss=0.09013, over 12463.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005004, over 35.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3406, pruned_loss=0.1043, over 2475288.83 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08046, over 21785.78 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3293, pruned_loss=0.09354, over 2466123.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06571, over 8013.64 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3421, pruned_loss=0.1054, over 2476389.03 frames. utt_duration=424 frames, utt_pad_proportion=0.08009, over 23442.08 utterances.], batch size: 35, lr: 6.72e-04
2022-08-22 09:26:03,837 INFO [train.py:927] (0/8) Epoch 4, batch 17000, giga_loss[loss=0.2805, simple_loss=0.3473, pruned_loss=0.1068, over 12412.00 frames. utt_duration=375 frames, utt_pad_proportion=0.0384, over 133.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.1041, over 2474156.88 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07721, over 21364.55 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3288, pruned_loss=0.09349, over 2465576.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.06426, over 7975.67 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3425, pruned_loss=0.1053, over 2475787.97 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07767, over 23096.58 utterances.], batch size: 133, lr: 6.71e-04
2022-08-22 09:27:48,591 INFO [train.py:927] (0/8) Epoch 4, batch 17050, libri_loss[loss=0.2861, simple_loss=0.3415, pruned_loss=0.1153, over 12281.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007347, over 37.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3384, pruned_loss=0.1016, over 2474514.29 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07522, over 20805.20 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.328, pruned_loss=0.09319, over 2465756.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.06303, over 7930.14 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3409, pruned_loss=0.103, over 2475911.87 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0762, over 22569.85 utterances.], batch size: 37, lr: 6.71e-04
2022-08-22 09:29:32,565 INFO [train.py:927] (0/8) Epoch 4, batch 17100, giga_loss[loss=0.2819, simple_loss=0.3353, pruned_loss=0.1142, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03496, over 40.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3378, pruned_loss=0.101, over 2474223.58 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07175, over 20455.25 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3283, pruned_loss=0.09324, over 2465720.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06227, over 7929.92 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3398, pruned_loss=0.1023, over 2475560.26 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07309, over 22142.06 utterances.], batch size: 40, lr: 6.71e-04
2022-08-22 09:31:15,874 INFO [train.py:927] (0/8) Epoch 4, batch 17150, giga_loss[loss=0.2258, simple_loss=0.3045, pruned_loss=0.07358, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.337, pruned_loss=0.1004, over 2474530.55 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06798, over 20085.00 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3288, pruned_loss=0.09332, over 2465698.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06202, over 7925.27 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3382, pruned_loss=0.1014, over 2475637.16 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06938, over 21465.38 utterances.], batch size: 62, lr: 6.71e-04
2022-08-22 09:32:59,252 INFO [train.py:927] (0/8) Epoch 4, batch 17200, giga_loss[loss=0.2379, simple_loss=0.3053, pruned_loss=0.0853, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0323, over 85.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3337, pruned_loss=0.09924, over 2474320.42 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07093, over 20292.45 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3287, pruned_loss=0.09321, over 2465867.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.06079, over 7911.33 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3348, pruned_loss=0.1003, over 2475254.40 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07235, over 21675.33 utterances.], batch size: 85, lr: 6.71e-04
2022-08-22 09:34:44,699 INFO [train.py:927] (0/8) Epoch 4, batch 17250, giga_loss[loss=0.2664, simple_loss=0.3463, pruned_loss=0.09326, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3333, pruned_loss=0.09968, over 2473981.12 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07315, over 20921.64 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3286, pruned_loss=0.09315, over 2465856.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.06033, over 7905.25 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3343, pruned_loss=0.1006, over 2474797.63 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07433, over 22124.76 utterances.], batch size: 133, lr: 6.71e-04
2022-08-22 09:36:25,917 INFO [train.py:927] (0/8) Epoch 4, batch 17300, giga_loss[loss=0.2426, simple_loss=0.3226, pruned_loss=0.08136, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02899, over 48.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3311, pruned_loss=0.09617, over 2474436.27 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07428, over 21542.98 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3285, pruned_loss=0.09331, over 2466016.44 frames. utt_duration=1249 frames, utt_pad_proportion=0.05956, over 7905.52 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3321, pruned_loss=0.09689, over 2475137.81 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07546, over 22781.16 utterances.], batch size: 48, lr: 6.70e-04
2022-08-22 09:38:11,001 INFO [train.py:927] (0/8) Epoch 4, batch 17350, giga_loss[loss=0.2414, simple_loss=0.319, pruned_loss=0.0819, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3288, pruned_loss=0.09279, over 2475301.17 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07139, over 22714.07 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3282, pruned_loss=0.09318, over 2466203.84 frames. utt_duration=1250 frames, utt_pad_proportion=0.05926, over 7901.43 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3299, pruned_loss=0.09349, over 2475767.54 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07252, over 23810.55 utterances.], batch size: 161, lr: 6.70e-04
2022-08-22 09:39:52,361 INFO [train.py:927] (0/8) Epoch 4, batch 17400, giga_loss[loss=0.2271, simple_loss=0.3163, pruned_loss=0.06891, over 12391.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03261, over 80.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3266, pruned_loss=0.08898, over 2475465.72 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07053, over 22705.43 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3289, pruned_loss=0.09348, over 2466457.33 frames. utt_duration=1252 frames, utt_pad_proportion=0.05774, over 7892.19 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3267, pruned_loss=0.08914, over 2475913.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07204, over 24084.32 utterances.], batch size: 80, lr: 6.70e-04
2022-08-22 09:41:35,432 INFO [train.py:927] (0/8) Epoch 4, batch 17450, libri_loss[loss=0.2862, simple_loss=0.3558, pruned_loss=0.1083, over 12370.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01521, over 41.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3251, pruned_loss=0.08716, over 2474992.46 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07352, over 23211.82 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3287, pruned_loss=0.09337, over 2466296.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.0562, over 7871.39 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3253, pruned_loss=0.08721, over 2475760.34 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07509, over 24809.96 utterances.], batch size: 41, lr: 6.70e-04
2022-08-22 09:43:17,867 INFO [train.py:927] (0/8) Epoch 4, batch 17500, giga_loss[loss=0.2247, simple_loss=0.3148, pruned_loss=0.06731, over 12349.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04206, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3215, pruned_loss=0.084, over 2474748.10 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07243, over 23463.98 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3284, pruned_loss=0.09316, over 2466118.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05501, over 7857.42 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3218, pruned_loss=0.084, over 2475755.36 frames. utt_duration=394.8 frames, utt_pad_proportion=0.0742, over 25175.81 utterances.], batch size: 113, lr: 6.70e-04
2022-08-22 09:44:34,236 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-96000.pt
2022-08-22 09:45:05,419 INFO [train.py:927] (0/8) Epoch 4, batch 17550, giga_loss[loss=0.1967, simple_loss=0.2911, pruned_loss=0.05118, over 12359.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02948, over 66.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3201, pruned_loss=0.08262, over 2475331.94 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07248, over 23749.53 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.328, pruned_loss=0.09292, over 2465864.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.05421, over 7829.51 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3205, pruned_loss=0.08267, over 2476490.82 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07417, over 25400.64 utterances.], batch size: 66, lr: 6.70e-04
2022-08-22 09:46:45,560 INFO [train.py:927] (0/8) Epoch 4, batch 17600, giga_loss[loss=0.2281, simple_loss=0.3136, pruned_loss=0.07132, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3201, pruned_loss=0.08208, over 2475664.97 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07654, over 24327.51 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3303, pruned_loss=0.09366, over 2466633.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.05337, over 7835.97 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3181, pruned_loss=0.08104, over 2476281.79 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07804, over 26322.62 utterances.], batch size: 85, lr: 6.69e-04
2022-08-22 09:48:29,670 INFO [train.py:927] (0/8) Epoch 4, batch 17650, giga_loss[loss=0.1961, simple_loss=0.2818, pruned_loss=0.05516, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04204, over 146.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3156, pruned_loss=0.07901, over 2475203.06 frames. utt_duration=412.8 frames, utt_pad_proportion=0.07664, over 24066.81 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3301, pruned_loss=0.09381, over 2466442.61 frames. utt_duration=1265 frames, utt_pad_proportion=0.05218, over 7807.33 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3138, pruned_loss=0.07769, over 2476096.77 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07831, over 26126.20 utterances.], batch size: 146, lr: 6.69e-04
2022-08-22 09:50:12,654 INFO [train.py:927] (0/8) Epoch 4, batch 17700, giga_loss[loss=0.23, simple_loss=0.3126, pruned_loss=0.07373, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03165, over 39.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3127, pruned_loss=0.07798, over 2475316.23 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07683, over 24206.16 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3292, pruned_loss=0.0935, over 2466565.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05162, over 7780.00 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07663, over 2476248.03 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07853, over 26465.89 utterances.], batch size: 39, lr: 6.69e-04
2022-08-22 09:52:10,019 INFO [train.py:927] (0/8) Epoch 4, batch 17750, giga_loss[loss=0.2494, simple_loss=0.3219, pruned_loss=0.08843, over 12396.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07428, over 212.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.07737, over 2476206.71 frames. utt_duration=395 frames, utt_pad_proportion=0.07746, over 25167.62 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3282, pruned_loss=0.09303, over 2466980.13 frames. utt_duration=1274 frames, utt_pad_proportion=0.05089, over 7756.50 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3126, pruned_loss=0.07645, over 2476720.68 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07905, over 27305.25 utterances.], batch size: 212, lr: 6.69e-04
2022-08-22 09:54:08,629 INFO [train.py:927] (0/8) Epoch 4, batch 17800, giga_loss[loss=0.2236, simple_loss=0.3005, pruned_loss=0.07331, over 12403.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06488, over 183.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3139, pruned_loss=0.07775, over 2476208.47 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0756, over 24894.94 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09307, over 2467067.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.05074, over 7749.09 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3133, pruned_loss=0.07647, over 2476834.81 frames. utt_duration=366 frames, utt_pad_proportion=0.07729, over 27172.68 utterances.], batch size: 183, lr: 6.69e-04
2022-08-22 09:56:12,515 INFO [train.py:927] (0/8) Epoch 4, batch 17850, giga_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06292, over 12465.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03337, over 86.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3108, pruned_loss=0.07494, over 2476582.19 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07413, over 24940.67 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09277, over 2467195.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.0504, over 7732.64 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07405, over 2477044.67 frames. utt_duration=369.9 frames, utt_pad_proportion=0.07571, over 26884.80 utterances.], batch size: 86, lr: 6.69e-04
2022-08-22 09:58:21,021 INFO [train.py:927] (0/8) Epoch 4, batch 17900, giga_loss[loss=0.2066, simple_loss=0.2981, pruned_loss=0.0576, over 12410.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3074, pruned_loss=0.07294, over 2476771.59 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07132, over 24490.77 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3276, pruned_loss=0.09276, over 2467178.80 frames. utt_duration=1279 frames, utt_pad_proportion=0.05001, over 7723.34 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3071, pruned_loss=0.07208, over 2477234.14 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07292, over 26183.15 utterances.], batch size: 161, lr: 6.68e-04
2022-08-22 10:00:16,807 INFO [train.py:927] (0/8) Epoch 4, batch 17950, giga_loss[loss=0.2187, simple_loss=0.3025, pruned_loss=0.06748, over 12441.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03637, over 98.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3086, pruned_loss=0.0737, over 2477206.82 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06993, over 24393.85 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3293, pruned_loss=0.09329, over 2467497.47 frames. utt_duration=1286 frames, utt_pad_proportion=0.04835, over 7684.87 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.306, pruned_loss=0.07175, over 2477695.36 frames. utt_duration=375.5 frames, utt_pad_proportion=0.072, over 26485.19 utterances.], batch size: 98, lr: 6.68e-04
2022-08-22 10:02:20,339 INFO [train.py:927] (0/8) Epoch 4, batch 18000, giga_loss[loss=0.243, simple_loss=0.3282, pruned_loss=0.07887, over 12421.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.0281, over 122.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.31, pruned_loss=0.07381, over 2477583.73 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06896, over 24250.76 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3289, pruned_loss=0.09312, over 2467413.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04762, over 7665.38 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.308, pruned_loss=0.07205, over 2478229.77 frames. utt_duration=379 frames, utt_pad_proportion=0.071, over 26241.14 utterances.], batch size: 122, lr: 6.68e-04
2022-08-22 10:02:20,346 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 10:02:33,916 INFO [train.py:967] (0/8) 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 10:04:42,597 INFO [train.py:927] (0/8) Epoch 4, batch 18050, giga_loss[loss=0.2444, simple_loss=0.3216, pruned_loss=0.08366, over 12416.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07337, over 212.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07236, over 2477453.09 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06594, over 23906.11 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3286, pruned_loss=0.09305, over 2467501.33 frames. utt_duration=1290 frames, utt_pad_proportion=0.04684, over 7657.85 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3055, pruned_loss=0.07057, over 2478132.15 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06815, over 25880.00 utterances.], batch size: 212, lr: 6.68e-04
2022-08-22 10:06:40,602 INFO [train.py:927] (0/8) Epoch 4, batch 18100, giga_loss[loss=0.2363, simple_loss=0.3398, pruned_loss=0.06644, over 12437.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0267, over 122.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3097, pruned_loss=0.07294, over 2477288.26 frames. utt_duration=423.2 frames, utt_pad_proportion=0.065, over 23484.09 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3284, pruned_loss=0.09324, over 2467468.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.05022, over 7713.52 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3078, pruned_loss=0.07067, over 2478167.18 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06619, over 25543.92 utterances.], batch size: 122, lr: 6.68e-04
2022-08-22 10:08:41,614 INFO [train.py:927] (0/8) Epoch 4, batch 18150, giga_loss[loss=0.2219, simple_loss=0.3124, pruned_loss=0.06573, over 12417.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04507, over 161.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3103, pruned_loss=0.07194, over 2477426.91 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06893, over 24927.34 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3281, pruned_loss=0.09332, over 2467188.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.04966, over 7699.70 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3086, pruned_loss=0.06962, over 2478592.66 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06978, over 26932.71 utterances.], batch size: 161, lr: 6.67e-04
2022-08-22 10:10:48,760 INFO [train.py:927] (0/8) Epoch 4, batch 18200, giga_loss[loss=0.219, simple_loss=0.3031, pruned_loss=0.06746, over 12355.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3111, pruned_loss=0.07143, over 2477373.06 frames. utt_duration=403.8 frames, utt_pad_proportion=0.0698, over 24611.98 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3288, pruned_loss=0.09348, over 2467386.05 frames. utt_duration=1272 frames, utt_pad_proportion=0.05356, over 7765.59 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3088, pruned_loss=0.06906, over 2478313.23 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06965, over 26469.45 utterances.], batch size: 91, lr: 6.67e-04
2022-08-22 10:13:11,702 INFO [train.py:927] (0/8) Epoch 4, batch 18250, giga_loss[loss=0.2498, simple_loss=0.3393, pruned_loss=0.08009, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03973, over 133.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3115, pruned_loss=0.07262, over 2477778.56 frames. utt_duration=407.8 frames, utt_pad_proportion=0.0676, over 24375.15 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3284, pruned_loss=0.09321, over 2467712.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05295, over 7768.64 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3097, pruned_loss=0.07046, over 2478460.77 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06785, over 26224.32 utterances.], batch size: 133, lr: 6.67e-04
2022-08-22 10:15:19,369 INFO [train.py:927] (0/8) Epoch 4, batch 18300, giga_loss[loss=0.2158, simple_loss=0.2954, pruned_loss=0.06807, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0349, over 40.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3085, pruned_loss=0.07172, over 2477950.97 frames. utt_duration=394 frames, utt_pad_proportion=0.07317, over 25229.74 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.328, pruned_loss=0.09292, over 2467547.63 frames. utt_duration=1276 frames, utt_pad_proportion=0.05241, over 7746.19 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3072, pruned_loss=0.07001, over 2478780.28 frames. utt_duration=369.2 frames, utt_pad_proportion=0.07323, over 26940.50 utterances.], batch size: 40, lr: 6.67e-04
2022-08-22 10:17:31,455 INFO [train.py:927] (0/8) Epoch 4, batch 18350, giga_loss[loss=0.2311, simple_loss=0.3114, pruned_loss=0.07541, over 12410.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05515, over 182.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.0704, over 2477509.96 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06899, over 24402.95 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3281, pruned_loss=0.09288, over 2467432.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05248, over 7755.39 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3049, pruned_loss=0.06869, over 2478457.02 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06936, over 26057.04 utterances.], batch size: 182, lr: 6.67e-04
2022-08-22 10:19:31,745 INFO [train.py:927] (0/8) Epoch 4, batch 18400, giga_loss[loss=0.2016, simple_loss=0.2805, pruned_loss=0.06141, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02708, over 55.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3081, pruned_loss=0.07161, over 2477625.88 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0667, over 23825.31 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3282, pruned_loss=0.09305, over 2467310.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05135, over 7748.90 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3062, pruned_loss=0.06949, over 2478777.73 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06758, over 25609.01 utterances.], batch size: 55, lr: 6.67e-04
2022-08-22 10:21:33,749 INFO [train.py:927] (0/8) Epoch 4, batch 18450, giga_loss[loss=0.2176, simple_loss=0.3042, pruned_loss=0.06544, over 12469.00 frames. utt_duration=703.7 frames, utt_pad_proportion=0.03332, over 71.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07235, over 2477905.92 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06652, over 24106.74 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.328, pruned_loss=0.09293, over 2467132.05 frames. utt_duration=1271 frames, utt_pad_proportion=0.05173, over 7775.95 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07039, over 2479167.69 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06719, over 25786.11 utterances.], batch size: 71, lr: 6.66e-04
2022-08-22 10:23:43,993 INFO [train.py:927] (0/8) Epoch 4, batch 18500, giga_loss[loss=0.2202, simple_loss=0.3068, pruned_loss=0.06679, over 12405.00 frames. utt_duration=339.1 frames, utt_pad_proportion=0.05027, over 147.00 utterances.], tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.0725, over 2478139.35 frames. utt_duration=409 frames, utt_pad_proportion=0.06806, over 24304.69 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3279, pruned_loss=0.09306, over 2467117.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05457, over 7821.90 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3073, pruned_loss=0.07029, over 2479441.19 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06786, over 26022.10 utterances.], batch size: 147, lr: 6.66e-04
2022-08-22 10:26:02,169 INFO [train.py:927] (0/8) Epoch 4, batch 18550, giga_loss[loss=0.2055, simple_loss=0.2868, pruned_loss=0.06215, over 12417.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06868, over 211.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07219, over 2478199.13 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06913, over 24629.80 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.328, pruned_loss=0.09321, over 2467225.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05344, over 7807.40 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3063, pruned_loss=0.06971, over 2479435.36 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06935, over 26475.05 utterances.], batch size: 211, lr: 6.66e-04
2022-08-22 10:28:05,232 INFO [train.py:927] (0/8) Epoch 4, batch 18600, giga_loss[loss=0.2322, simple_loss=0.3065, pruned_loss=0.07893, over 12354.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07096, over 2478164.12 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07103, over 24986.12 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3281, pruned_loss=0.09325, over 2467110.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.0574, over 7869.43 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3022, pruned_loss=0.06864, over 2479383.62 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07, over 26611.21 utterances.], batch size: 91, lr: 6.66e-04
2022-08-22 10:29:59,253 INFO [train.py:927] (0/8) Epoch 4, batch 18650, giga_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.0535, over 12411.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02823, over 58.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3038, pruned_loss=0.07099, over 2478018.19 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07113, over 24415.42 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.328, pruned_loss=0.09316, over 2467071.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.05674, over 7859.39 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3019, pruned_loss=0.06892, over 2479174.34 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07053, over 25940.58 utterances.], batch size: 58, lr: 6.66e-04
2022-08-22 10:31:59,473 INFO [train.py:927] (0/8) Epoch 4, batch 18700, giga_loss[loss=0.2227, simple_loss=0.3064, pruned_loss=0.06946, over 12359.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02824, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3031, pruned_loss=0.0703, over 2478458.18 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06964, over 24689.38 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3282, pruned_loss=0.09346, over 2467404.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06103, over 7930.40 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.301, pruned_loss=0.068, over 2479280.68 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06814, over 26138.39 utterances.], batch size: 66, lr: 6.66e-04
2022-08-22 10:34:06,353 INFO [train.py:927] (0/8) Epoch 4, batch 18750, giga_loss[loss=0.1997, simple_loss=0.2843, pruned_loss=0.05751, over 12460.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3015, pruned_loss=0.07002, over 2477537.92 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07245, over 24341.97 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3277, pruned_loss=0.09324, over 2467129.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06413, over 8009.26 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2993, pruned_loss=0.06744, over 2478858.75 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07035, over 26081.27 utterances.], batch size: 55, lr: 6.65e-04
2022-08-22 10:36:10,730 INFO [train.py:927] (0/8) Epoch 4, batch 18800, giga_loss[loss=0.2212, simple_loss=0.3039, pruned_loss=0.06921, over 12400.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.07034, over 2477551.73 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06888, over 24052.47 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3272, pruned_loss=0.09306, over 2467019.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.0626, over 7989.26 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3, pruned_loss=0.0677, over 2479025.59 frames. utt_duration=382.6 frames, utt_pad_proportion=0.0679, over 25998.62 utterances.], batch size: 122, lr: 6.65e-04
2022-08-22 10:38:06,625 INFO [train.py:927] (0/8) Epoch 4, batch 18850, giga_loss[loss=0.225, simple_loss=0.3038, pruned_loss=0.07317, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03649, over 113.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3013, pruned_loss=0.07009, over 2477287.83 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07026, over 24407.45 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3272, pruned_loss=0.09311, over 2466697.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06272, over 8000.53 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2993, pruned_loss=0.06763, over 2478894.84 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0694, over 26164.01 utterances.], batch size: 113, lr: 6.65e-04
2022-08-22 10:40:02,572 INFO [train.py:927] (0/8) Epoch 4, batch 18900, giga_loss[loss=0.2196, simple_loss=0.3055, pruned_loss=0.06684, over 12341.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03492, over 51.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.303, pruned_loss=0.07006, over 2477855.61 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06841, over 24887.97 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3271, pruned_loss=0.09318, over 2467065.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06155, over 7976.69 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3008, pruned_loss=0.06751, over 2479062.55 frames. utt_duration=373 frames, utt_pad_proportion=0.06819, over 26667.94 utterances.], batch size: 51, lr: 6.65e-04
2022-08-22 10:41:59,436 INFO [train.py:927] (0/8) Epoch 4, batch 18950, giga_loss[loss=0.2326, simple_loss=0.3209, pruned_loss=0.0722, over 12429.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03185, over 122.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3036, pruned_loss=0.06943, over 2478156.23 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06838, over 25181.75 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3269, pruned_loss=0.09306, over 2467298.88 frames. utt_duration=1242 frames, utt_pad_proportion=0.06063, over 7958.21 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3017, pruned_loss=0.0671, over 2479102.84 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06852, over 26913.24 utterances.], batch size: 122, lr: 6.65e-04
2022-08-22 10:43:59,365 INFO [train.py:927] (0/8) Epoch 4, batch 19000, giga_loss[loss=0.2206, simple_loss=0.3051, pruned_loss=0.06801, over 12394.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02746, over 85.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3014, pruned_loss=0.06826, over 2477793.19 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07181, over 25196.10 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3265, pruned_loss=0.09279, over 2467097.18 frames. utt_duration=1243 frames, utt_pad_proportion=0.06, over 7945.90 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.06636, over 2478853.19 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07193, over 26803.24 utterances.], batch size: 85, lr: 6.65e-04
2022-08-22 10:45:59,688 INFO [train.py:927] (0/8) Epoch 4, batch 19050, giga_loss[loss=0.2072, simple_loss=0.2839, pruned_loss=0.06524, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06654, over 212.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3, pruned_loss=0.0684, over 2477925.64 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07061, over 25011.82 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3267, pruned_loss=0.0934, over 2466896.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.05911, over 7933.06 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2982, pruned_loss=0.06594, over 2479120.45 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07106, over 26595.44 utterances.], batch size: 212, lr: 6.64e-04
2022-08-22 10:48:06,206 INFO [train.py:927] (0/8) Epoch 4, batch 19100, giga_loss[loss=0.2152, simple_loss=0.3018, pruned_loss=0.06427, over 12436.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02895, over 122.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3029, pruned_loss=0.06972, over 2478103.84 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07274, over 25941.37 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3269, pruned_loss=0.09339, over 2467320.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.0589, over 7949.28 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3006, pruned_loss=0.06721, over 2478917.37 frames. utt_duration=360.5 frames, utt_pad_proportion=0.07314, over 27593.94 utterances.], batch size: 122, lr: 6.64e-04
2022-08-22 10:50:03,018 INFO [train.py:927] (0/8) Epoch 4, batch 19150, libri_loss[loss=0.2437, simple_loss=0.3128, pruned_loss=0.08726, over 12421.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00701, over 30.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3037, pruned_loss=0.07034, over 2477906.51 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07021, over 25542.61 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09312, over 2467349.86 frames. utt_duration=1246 frames, utt_pad_proportion=0.05832, over 7929.15 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06827, over 2478649.02 frames. utt_duration=367 frames, utt_pad_proportion=0.07085, over 27103.66 utterances.], batch size: 30, lr: 6.64e-04
2022-08-22 10:52:08,580 INFO [train.py:927] (0/8) Epoch 4, batch 19200, giga_loss[loss=0.2019, simple_loss=0.2957, pruned_loss=0.05405, over 12330.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.02852, over 62.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3061, pruned_loss=0.07095, over 2478080.19 frames. utt_duration=387 frames, utt_pad_proportion=0.07184, over 25691.13 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09315, over 2467536.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.0577, over 7913.28 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3045, pruned_loss=0.06899, over 2478642.67 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07248, over 27187.43 utterances.], batch size: 62, lr: 6.64e-04
2022-08-22 10:54:24,495 INFO [train.py:927] (0/8) Epoch 4, batch 19250, giga_loss[loss=0.2011, simple_loss=0.2921, pruned_loss=0.05502, over 12472.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.03449, over 71.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3053, pruned_loss=0.07074, over 2477671.14 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06914, over 25002.60 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.093, over 2467108.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05653, over 7874.39 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06872, over 2478768.53 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07024, over 26703.54 utterances.], batch size: 71, lr: 6.64e-04
2022-08-22 10:56:23,691 INFO [train.py:927] (0/8) Epoch 4, batch 19300, giga_loss[loss=0.2279, simple_loss=0.3093, pruned_loss=0.07325, over 12462.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3059, pruned_loss=0.07114, over 2478247.17 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06769, over 25136.63 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3266, pruned_loss=0.09328, over 2467193.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05623, over 7891.80 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3039, pruned_loss=0.06893, over 2479212.25 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06878, over 26756.31 utterances.], batch size: 75, lr: 6.64e-04
2022-08-22 10:58:27,319 INFO [train.py:927] (0/8) Epoch 4, batch 19350, libri_loss[loss=0.1686, simple_loss=0.2452, pruned_loss=0.04599, over 12486.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007663, over 29.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3046, pruned_loss=0.07164, over 2478281.65 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06405, over 24003.73 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3263, pruned_loss=0.09327, over 2467454.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.05437, over 7870.81 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3023, pruned_loss=0.06869, over 2479439.08 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06587, over 26275.66 utterances.], batch size: 29, lr: 6.63e-04
2022-08-22 11:00:26,846 INFO [train.py:927] (0/8) Epoch 4, batch 19400, giga_loss[loss=0.2204, simple_loss=0.3126, pruned_loss=0.06411, over 12423.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02989, over 122.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3035, pruned_loss=0.0701, over 2478229.71 frames. utt_duration=427 frames, utt_pad_proportion=0.06196, over 23278.09 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09313, over 2467511.24 frames. utt_duration=1259 frames, utt_pad_proportion=0.05349, over 7849.35 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3013, pruned_loss=0.06732, over 2479322.50 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06395, over 25486.60 utterances.], batch size: 122, lr: 6.63e-04
2022-08-22 11:02:20,404 INFO [train.py:927] (0/8) Epoch 4, batch 19450, giga_loss[loss=0.2221, simple_loss=0.3072, pruned_loss=0.06849, over 12393.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04014, over 105.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06987, over 2477495.68 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06461, over 22979.87 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3263, pruned_loss=0.09345, over 2467568.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.06165, over 7988.05 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3024, pruned_loss=0.06681, over 2478560.51 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06368, over 24959.21 utterances.], batch size: 105, lr: 6.63e-04
2022-08-22 11:04:26,280 INFO [train.py:927] (0/8) Epoch 4, batch 19500, libri_loss[loss=0.271, simple_loss=0.3279, pruned_loss=0.107, over 12222.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00857, over 29.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3053, pruned_loss=0.06924, over 2477439.23 frames. utt_duration=426.8 frames, utt_pad_proportion=0.0632, over 23282.90 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3265, pruned_loss=0.09353, over 2467300.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06097, over 7970.29 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3028, pruned_loss=0.0664, over 2478672.23 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06278, over 25082.56 utterances.], batch size: 29, lr: 6.63e-04
2022-08-22 11:05:52,850 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-98000.pt
2022-08-22 11:06:41,116 INFO [train.py:927] (0/8) Epoch 4, batch 19550, giga_loss[loss=0.2315, simple_loss=0.3207, pruned_loss=0.07115, over 12335.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03135, over 70.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3045, pruned_loss=0.06853, over 2477000.18 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06517, over 23950.52 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3253, pruned_loss=0.09282, over 2466784.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.05961, over 7917.03 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3029, pruned_loss=0.06611, over 2478735.87 frames. utt_duration=384 frames, utt_pad_proportion=0.06505, over 25901.98 utterances.], batch size: 70, lr: 6.63e-04
2022-08-22 11:08:52,399 INFO [train.py:927] (0/8) Epoch 4, batch 19600, giga_loss[loss=0.2149, simple_loss=0.2913, pruned_loss=0.06925, over 12355.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.1783, over 357.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3054, pruned_loss=0.0684, over 2477629.53 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06728, over 24706.91 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3249, pruned_loss=0.09249, over 2466864.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.05878, over 7908.74 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3041, pruned_loss=0.06635, over 2479112.92 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0673, over 26539.96 utterances.], batch size: 357, lr: 6.63e-04
2022-08-22 11:11:08,225 INFO [train.py:927] (0/8) Epoch 4, batch 19650, giga_loss[loss=0.1952, simple_loss=0.2916, pruned_loss=0.04941, over 12410.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03385, over 113.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3086, pruned_loss=0.06932, over 2477381.69 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06327, over 24270.04 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3259, pruned_loss=0.09265, over 2466631.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.05796, over 7881.83 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3063, pruned_loss=0.06709, over 2478928.22 frames. utt_duration=382 frames, utt_pad_proportion=0.06378, over 26037.65 utterances.], batch size: 113, lr: 6.62e-04
2022-08-22 11:13:22,920 INFO [train.py:927] (0/8) Epoch 4, batch 19700, libri_loss[loss=0.2781, simple_loss=0.3334, pruned_loss=0.1114, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005249, over 34.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3069, pruned_loss=0.06928, over 2477480.90 frames. utt_duration=418.5 frames, utt_pad_proportion=0.0621, over 23746.44 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3251, pruned_loss=0.09235, over 2466666.16 frames. utt_duration=1259 frames, utt_pad_proportion=0.05649, over 7846.77 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.305, pruned_loss=0.0668, over 2479121.92 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06307, over 25876.51 utterances.], batch size: 34, lr: 6.62e-04
2022-08-22 11:15:24,268 INFO [train.py:927] (0/8) Epoch 4, batch 19750, giga_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05742, over 12277.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02476, over 42.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3057, pruned_loss=0.06818, over 2477698.07 frames. utt_duration=416.2 frames, utt_pad_proportion=0.0601, over 23877.34 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3253, pruned_loss=0.09256, over 2466675.71 frames. utt_duration=1249 frames, utt_pad_proportion=0.05985, over 7906.59 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3037, pruned_loss=0.06561, over 2479199.24 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06008, over 25793.11 utterances.], batch size: 42, lr: 6.62e-04
2022-08-22 11:17:23,405 INFO [train.py:927] (0/8) Epoch 4, batch 19800, giga_loss[loss=0.1994, simple_loss=0.2952, pruned_loss=0.05181, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3069, pruned_loss=0.06905, over 2478484.17 frames. utt_duration=396.1 frames, utt_pad_proportion=0.0676, over 25101.38 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3251, pruned_loss=0.09253, over 2466918.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05983, over 7925.48 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3052, pruned_loss=0.06658, over 2479674.05 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06712, over 26909.93 utterances.], batch size: 75, lr: 6.62e-04
2022-08-22 11:19:13,335 INFO [train.py:927] (0/8) Epoch 4, batch 19850, giga_loss[loss=0.2383, simple_loss=0.3106, pruned_loss=0.08301, over 12384.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07083, over 211.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3066, pruned_loss=0.06943, over 2477999.75 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06548, over 24256.93 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.0931, over 2466837.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.05888, over 7908.05 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.304, pruned_loss=0.06635, over 2479326.73 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06552, over 26169.82 utterances.], batch size: 211, lr: 6.62e-04
2022-08-22 11:21:04,378 INFO [train.py:927] (0/8) Epoch 4, batch 19900, giga_loss[loss=0.2904, simple_loss=0.3702, pruned_loss=0.1053, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3077, pruned_loss=0.07055, over 2477093.77 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06634, over 23910.05 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3256, pruned_loss=0.09291, over 2466824.34 frames. utt_duration=1251 frames, utt_pad_proportion=0.0581, over 7894.07 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3056, pruned_loss=0.06784, over 2478369.17 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06661, over 25756.59 utterances.], batch size: 97, lr: 6.62e-04
2022-08-22 11:22:48,692 INFO [train.py:927] (0/8) Epoch 4, batch 19950, giga_loss[loss=0.2723, simple_loss=0.3546, pruned_loss=0.09502, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03294, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3159, pruned_loss=0.07556, over 2476349.27 frames. utt_duration=444.5 frames, utt_pad_proportion=0.06431, over 22346.54 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3249, pruned_loss=0.09256, over 2466390.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05761, over 7871.10 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3145, pruned_loss=0.07325, over 2477970.06 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06485, over 24176.24 utterances.], batch size: 37, lr: 6.61e-04
2022-08-22 11:24:31,570 INFO [train.py:927] (0/8) Epoch 4, batch 20000, libri_loss[loss=0.2479, simple_loss=0.3252, pruned_loss=0.08534, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0108, over 38.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.316, pruned_loss=0.07688, over 2475987.86 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06323, over 21443.30 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3247, pruned_loss=0.09267, over 2466635.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.05734, over 7879.12 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3148, pruned_loss=0.07443, over 2477384.84 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06389, over 23357.46 utterances.], batch size: 38, lr: 6.61e-04
2022-08-22 11:26:12,119 INFO [train.py:927] (0/8) Epoch 4, batch 20050, libri_loss[loss=0.2758, simple_loss=0.3497, pruned_loss=0.101, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01555, over 40.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07476, over 2475021.89 frames. utt_duration=499.7 frames, utt_pad_proportion=0.05958, over 19864.21 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3246, pruned_loss=0.09256, over 2466677.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.05731, over 7882.85 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3083, pruned_loss=0.07251, over 2476289.74 frames. utt_duration=458.3 frames, utt_pad_proportion=0.0605, over 21674.12 utterances.], batch size: 40, lr: 6.61e-04
2022-08-22 11:27:54,147 INFO [train.py:927] (0/8) Epoch 4, batch 20100, giga_loss[loss=0.1979, simple_loss=0.2734, pruned_loss=0.06119, over 12348.00 frames. utt_duration=1766 frames, utt_pad_proportion=0.0288, over 28.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.302, pruned_loss=0.07191, over 2474914.90 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06294, over 20225.16 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3259, pruned_loss=0.09288, over 2466769.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.05695, over 7885.99 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2998, pruned_loss=0.0697, over 2475915.73 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06355, over 21750.20 utterances.], batch size: 28, lr: 6.61e-04
2022-08-22 11:29:34,464 INFO [train.py:927] (0/8) Epoch 4, batch 20150, giga_loss[loss=0.1869, simple_loss=0.2814, pruned_loss=0.04618, over 12437.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03214, over 75.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2963, pruned_loss=0.06983, over 2474895.10 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06391, over 19522.26 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09265, over 2466785.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05667, over 7858.41 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2941, pruned_loss=0.06757, over 2475937.97 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06451, over 21158.99 utterances.], batch size: 75, lr: 6.61e-04
2022-08-22 11:31:19,157 INFO [train.py:927] (0/8) Epoch 4, batch 20200, giga_loss[loss=0.1705, simple_loss=0.2412, pruned_loss=0.04991, over 12372.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05143, over 34.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2898, pruned_loss=0.06731, over 2474630.51 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06944, over 20079.60 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3253, pruned_loss=0.09259, over 2466737.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.05647, over 7851.12 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.288, pruned_loss=0.06548, over 2475528.71 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06966, over 21423.06 utterances.], batch size: 34, lr: 6.61e-04
2022-08-22 11:32:59,834 INFO [train.py:927] (0/8) Epoch 4, batch 20250, libri_loss[loss=0.3171, simple_loss=0.3763, pruned_loss=0.1289, over 12442.00 frames. utt_duration=419.7 frames, utt_pad_proportion=0.3452, over 119.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.286, pruned_loss=0.06566, over 2474067.34 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0686, over 19642.87 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3252, pruned_loss=0.09234, over 2466902.30 frames. utt_duration=1253 frames, utt_pad_proportion=0.05943, over 7885.93 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2832, pruned_loss=0.0634, over 2474896.69 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06785, over 21142.88 utterances.], batch size: 119, lr: 6.60e-04
2022-08-22 11:34:42,080 INFO [train.py:927] (0/8) Epoch 4, batch 20300, giga_loss[loss=0.1784, simple_loss=0.2563, pruned_loss=0.05019, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2811, pruned_loss=0.06332, over 2473902.03 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06451, over 19016.78 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3253, pruned_loss=0.09242, over 2467002.03 frames. utt_duration=1249 frames, utt_pad_proportion=0.05952, over 7907.54 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2783, pruned_loss=0.06114, over 2474559.69 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06418, over 20328.23 utterances.], batch size: 70, lr: 6.60e-04
2022-08-22 11:36:23,586 INFO [train.py:927] (0/8) Epoch 4, batch 20350, giga_loss[loss=0.1826, simple_loss=0.26, pruned_loss=0.05258, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03048, over 45.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2753, pruned_loss=0.06072, over 2474330.69 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06224, over 18498.87 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3255, pruned_loss=0.09249, over 2467286.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05903, over 7899.49 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2725, pruned_loss=0.05866, over 2474659.90 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06229, over 19632.80 utterances.], batch size: 45, lr: 6.60e-04
2022-08-22 11:38:06,573 INFO [train.py:927] (0/8) Epoch 4, batch 20400, giga_loss[loss=0.3192, simple_loss=0.3652, pruned_loss=0.1366, over 12370.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.112, over 260.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2811, pruned_loss=0.06436, over 2474261.36 frames. utt_duration=528 frames, utt_pad_proportion=0.06695, over 18797.25 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3263, pruned_loss=0.09317, over 2467649.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06403, over 8003.70 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2774, pruned_loss=0.06161, over 2474324.13 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06513, over 19795.06 utterances.], batch size: 260, lr: 6.60e-04
2022-08-22 11:39:50,648 INFO [train.py:927] (0/8) Epoch 4, batch 20450, giga_loss[loss=0.2306, simple_loss=0.3084, pruned_loss=0.07637, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03497, over 40.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2946, pruned_loss=0.0717, over 2474443.44 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06616, over 19305.34 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3265, pruned_loss=0.09331, over 2467561.71 frames. utt_duration=1235 frames, utt_pad_proportion=0.06356, over 7998.71 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2911, pruned_loss=0.06919, over 2474627.06 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06498, over 20197.76 utterances.], batch size: 40, lr: 6.60e-04
2022-08-22 11:41:33,332 INFO [train.py:927] (0/8) Epoch 4, batch 20500, giga_loss[loss=0.2347, simple_loss=0.3141, pruned_loss=0.0777, over 12456.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03357, over 86.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07406, over 2474224.17 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06796, over 18959.48 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3274, pruned_loss=0.09366, over 2467534.39 frames. utt_duration=1212 frames, utt_pad_proportion=0.07156, over 8153.51 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07128, over 2474531.17 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0639, over 19768.59 utterances.], batch size: 86, lr: 6.60e-04
2022-08-22 11:43:16,365 INFO [train.py:927] (0/8) Epoch 4, batch 20550, giga_loss[loss=0.2373, simple_loss=0.3164, pruned_loss=0.0791, over 12401.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02577, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3053, pruned_loss=0.07551, over 2473294.07 frames. utt_duration=522 frames, utt_pad_proportion=0.06985, over 19007.29 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3268, pruned_loss=0.09345, over 2467100.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.07424, over 8183.26 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3019, pruned_loss=0.07293, over 2474104.82 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06543, over 19922.46 utterances.], batch size: 70, lr: 6.59e-04
2022-08-22 11:44:56,026 INFO [train.py:927] (0/8) Epoch 4, batch 20600, giga_loss[loss=0.243, simple_loss=0.3285, pruned_loss=0.07877, over 12309.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04613, over 26.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3096, pruned_loss=0.07836, over 2473777.65 frames. utt_duration=534.1 frames, utt_pad_proportion=0.07332, over 18579.17 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3273, pruned_loss=0.09384, over 2467543.05 frames. utt_duration=1188 frames, utt_pad_proportion=0.07985, over 8316.64 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3055, pruned_loss=0.07526, over 2474289.16 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06752, over 19638.38 utterances.], batch size: 26, lr: 6.59e-04
2022-08-22 11:46:39,455 INFO [train.py:927] (0/8) Epoch 4, batch 20650, giga_loss[loss=0.3242, simple_loss=0.3722, pruned_loss=0.138, over 12387.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.08058, over 2473481.99 frames. utt_duration=531.5 frames, utt_pad_proportion=0.07378, over 18666.33 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3274, pruned_loss=0.09386, over 2467524.78 frames. utt_duration=1187 frames, utt_pad_proportion=0.07945, over 8325.43 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3108, pruned_loss=0.07799, over 2473952.21 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06931, over 19583.96 utterances.], batch size: 259, lr: 6.59e-04
2022-08-22 11:48:20,653 INFO [train.py:927] (0/8) Epoch 4, batch 20700, giga_loss[loss=0.254, simple_loss=0.3355, pruned_loss=0.08622, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03614, over 105.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3184, pruned_loss=0.08186, over 2473303.15 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07496, over 18795.45 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09439, over 2467429.25 frames. utt_duration=1178 frames, utt_pad_proportion=0.08302, over 8388.70 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3146, pruned_loss=0.07914, over 2473845.46 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06989, over 19610.09 utterances.], batch size: 105, lr: 6.59e-04
2022-08-22 11:50:03,848 INFO [train.py:927] (0/8) Epoch 4, batch 20750, giga_loss[loss=0.2113, simple_loss=0.2982, pruned_loss=0.06222, over 12376.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.02982, over 51.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3188, pruned_loss=0.08043, over 2472492.63 frames. utt_duration=561.7 frames, utt_pad_proportion=0.07137, over 17653.98 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.328, pruned_loss=0.09414, over 2467000.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.08122, over 8337.64 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3159, pruned_loss=0.07814, over 2473447.01 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06788, over 18623.80 utterances.], batch size: 51, lr: 6.59e-04
2022-08-22 11:51:47,225 INFO [train.py:927] (0/8) Epoch 4, batch 20800, giga_loss[loss=0.2003, simple_loss=0.2938, pruned_loss=0.05342, over 12356.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03333, over 62.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3179, pruned_loss=0.07889, over 2472884.57 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06619, over 16852.99 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3272, pruned_loss=0.09361, over 2466972.92 frames. utt_duration=1191 frames, utt_pad_proportion=0.0795, over 8295.21 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3161, pruned_loss=0.07714, over 2473824.05 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06415, over 17924.57 utterances.], batch size: 62, lr: 6.59e-04
2022-08-22 11:53:31,372 INFO [train.py:927] (0/8) Epoch 4, batch 20850, giga_loss[loss=0.2721, simple_loss=0.3425, pruned_loss=0.1008, over 12358.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03135, over 85.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3205, pruned_loss=0.082, over 2473645.25 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06344, over 16780.91 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3274, pruned_loss=0.09374, over 2467018.62 frames. utt_duration=1179 frames, utt_pad_proportion=0.08334, over 8381.28 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3187, pruned_loss=0.08019, over 2474500.28 frames. utt_duration=559 frames, utt_pad_proportion=0.06025, over 17752.88 utterances.], batch size: 85, lr: 6.58e-04
2022-08-22 11:55:13,526 INFO [train.py:927] (0/8) Epoch 4, batch 20900, giga_loss[loss=0.2284, simple_loss=0.3124, pruned_loss=0.0722, over 12423.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04952, over 34.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3191, pruned_loss=0.08246, over 2472758.77 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05927, over 15903.57 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3257, pruned_loss=0.09308, over 2466743.24 frames. utt_duration=1193 frames, utt_pad_proportion=0.08051, over 8284.58 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3189, pruned_loss=0.08105, over 2473994.65 frames. utt_duration=578.8 frames, utt_pad_proportion=0.0577, over 17141.54 utterances.], batch size: 34, lr: 6.58e-04
2022-08-22 11:56:57,771 INFO [train.py:927] (0/8) Epoch 4, batch 20950, giga_loss[loss=0.2522, simple_loss=0.3126, pruned_loss=0.09592, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03157, over 39.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08276, over 2473404.51 frames. utt_duration=618.1 frames, utt_pad_proportion=0.05799, over 16046.37 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3254, pruned_loss=0.09301, over 2467205.64 frames. utt_duration=1192 frames, utt_pad_proportion=0.07947, over 8287.88 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3179, pruned_loss=0.08131, over 2474220.43 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05696, over 17320.03 utterances.], batch size: 39, lr: 6.58e-04
2022-08-22 11:58:43,460 INFO [train.py:927] (0/8) Epoch 4, batch 21000, giga_loss[loss=0.232, simple_loss=0.3054, pruned_loss=0.0793, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03512, over 31.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08249, over 2473757.26 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05746, over 16072.22 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3255, pruned_loss=0.09308, over 2467815.79 frames. utt_duration=1183 frames, utt_pad_proportion=0.08219, over 8355.82 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3175, pruned_loss=0.08102, over 2474042.81 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05523, over 17239.95 utterances.], batch size: 31, lr: 6.58e-04
2022-08-22 11:58:43,467 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 11:59:00,748 INFO [train.py:967] (0/8) 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] (0/8) Epoch 4, batch 21050, giga_loss[loss=0.2135, simple_loss=0.2926, pruned_loss=0.0672, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04847, over 161.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3144, pruned_loss=0.0813, over 2473480.35 frames. utt_duration=575.2 frames, utt_pad_proportion=0.0639, over 17244.36 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3253, pruned_loss=0.0931, over 2467881.13 frames. utt_duration=1186 frames, utt_pad_proportion=0.08107, over 8334.80 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07993, over 2473756.64 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06224, over 18351.87 utterances.], batch size: 161, lr: 6.58e-04
2022-08-22 12:02:27,521 INFO [train.py:927] (0/8) Epoch 4, batch 21100, giga_loss[loss=0.201, simple_loss=0.263, pruned_loss=0.06952, over 12345.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3095, pruned_loss=0.07921, over 2473530.33 frames. utt_duration=540.4 frames, utt_pad_proportion=0.07021, over 18358.35 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3244, pruned_loss=0.09256, over 2468073.51 frames. utt_duration=1195 frames, utt_pad_proportion=0.07886, over 8272.57 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3096, pruned_loss=0.07814, over 2473772.37 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06919, over 19624.52 utterances.], batch size: 372, lr: 6.58e-04
2022-08-22 12:04:11,249 INFO [train.py:927] (0/8) Epoch 4, batch 21150, giga_loss[loss=0.2101, simple_loss=0.2858, pruned_loss=0.06718, over 12328.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03417, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3089, pruned_loss=0.07842, over 2473683.13 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07617, over 19335.05 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3248, pruned_loss=0.09262, over 2468211.23 frames. utt_duration=1192 frames, utt_pad_proportion=0.07896, over 8290.88 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3085, pruned_loss=0.0774, over 2473802.35 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07503, over 20409.38 utterances.], batch size: 58, lr: 6.57e-04
2022-08-22 12:05:49,202 INFO [train.py:927] (0/8) Epoch 4, batch 21200, libri_loss[loss=0.2091, simple_loss=0.2786, pruned_loss=0.06977, over 12221.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009875, over 29.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3059, pruned_loss=0.0772, over 2472273.35 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07322, over 18101.09 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3243, pruned_loss=0.09234, over 2467829.89 frames. utt_duration=1188 frames, utt_pad_proportion=0.08123, over 8317.18 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3056, pruned_loss=0.07625, over 2472862.01 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07155, over 19228.65 utterances.], batch size: 29, lr: 6.57e-04
2022-08-22 12:07:30,654 INFO [train.py:927] (0/8) Epoch 4, batch 21250, giga_loss[loss=0.2009, simple_loss=0.2786, pruned_loss=0.06162, over 12423.00 frames. utt_duration=547.5 frames, utt_pad_proportion=0.02415, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3026, pruned_loss=0.07572, over 2472555.28 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06873, over 17657.03 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3244, pruned_loss=0.0925, over 2467969.26 frames. utt_duration=1191 frames, utt_pad_proportion=0.08029, over 8298.51 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.302, pruned_loss=0.07463, over 2472941.78 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06792, over 18695.02 utterances.], batch size: 91, lr: 6.57e-04
2022-08-22 12:09:11,268 INFO [train.py:927] (0/8) Epoch 4, batch 21300, libri_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07987, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006031, over 34.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.2994, pruned_loss=0.07443, over 2472191.05 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06702, over 17169.81 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3242, pruned_loss=0.09229, over 2467710.00 frames. utt_duration=1195 frames, utt_pad_proportion=0.07884, over 8270.69 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.2985, pruned_loss=0.07328, over 2472842.10 frames. utt_duration=542.9 frames, utt_pad_proportion=0.0669, over 18268.35 utterances.], batch size: 34, lr: 6.57e-04
2022-08-22 12:10:50,986 INFO [train.py:927] (0/8) Epoch 4, batch 21350, giga_loss[loss=0.1924, simple_loss=0.2686, pruned_loss=0.05807, over 12324.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03595, over 62.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2949, pruned_loss=0.07226, over 2471548.63 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06219, over 16321.49 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.324, pruned_loss=0.09221, over 2467626.60 frames. utt_duration=1198 frames, utt_pad_proportion=0.07828, over 8252.04 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2942, pruned_loss=0.07128, over 2472169.09 frames. utt_duration=574 frames, utt_pad_proportion=0.06254, over 17273.82 utterances.], batch size: 62, lr: 6.57e-04
2022-08-22 12:12:31,846 INFO [train.py:927] (0/8) Epoch 4, batch 21400, giga_loss[loss=0.2061, simple_loss=0.2822, pruned_loss=0.06501, over 12274.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02813, over 45.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.293, pruned_loss=0.07124, over 2472028.19 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06054, over 16281.42 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.324, pruned_loss=0.09201, over 2467716.76 frames. utt_duration=1204 frames, utt_pad_proportion=0.07697, over 8210.67 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2917, pruned_loss=0.0701, over 2472547.44 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06131, over 17294.34 utterances.], batch size: 45, lr: 6.57e-04
2022-08-22 12:14:16,580 INFO [train.py:927] (0/8) Epoch 4, batch 21450, giga_loss[loss=0.2124, simple_loss=0.2787, pruned_loss=0.07304, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03047, over 51.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2924, pruned_loss=0.07084, over 2471382.43 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06162, over 16458.81 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3238, pruned_loss=0.0919, over 2467671.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07608, over 8190.60 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.291, pruned_loss=0.06974, over 2471883.82 frames. utt_duration=570 frames, utt_pad_proportion=0.0625, over 17391.68 utterances.], batch size: 51, lr: 6.56e-04
2022-08-22 12:16:00,124 INFO [train.py:927] (0/8) Epoch 4, batch 21500, giga_loss[loss=0.2767, simple_loss=0.3548, pruned_loss=0.09932, over 12450.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.296, pruned_loss=0.07334, over 2471859.86 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05842, over 16267.01 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3234, pruned_loss=0.09183, over 2467607.99 frames. utt_duration=1211 frames, utt_pad_proportion=0.07471, over 8162.27 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2946, pruned_loss=0.072, over 2472447.00 frames. utt_duration=574.2 frames, utt_pad_proportion=0.0597, over 17268.30 utterances.], batch size: 75, lr: 6.56e-04
2022-08-22 12:17:15,429 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-100000.pt
2022-08-22 12:17:48,023 INFO [train.py:927] (0/8) Epoch 4, batch 21550, giga_loss[loss=0.2462, simple_loss=0.3192, pruned_loss=0.08657, over 12463.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03475, over 86.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3036, pruned_loss=0.07795, over 2472095.19 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06488, over 17113.33 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3234, pruned_loss=0.09188, over 2467803.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.07398, over 8162.10 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.302, pruned_loss=0.07655, over 2472461.67 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06573, over 18067.54 utterances.], batch size: 86, lr: 6.56e-04
2022-08-22 12:19:31,199 INFO [train.py:927] (0/8) Epoch 4, batch 21600, giga_loss[loss=0.2542, simple_loss=0.338, pruned_loss=0.08514, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3097, pruned_loss=0.07999, over 2472255.23 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06882, over 17523.94 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3236, pruned_loss=0.09199, over 2467756.83 frames. utt_duration=1208 frames, utt_pad_proportion=0.0733, over 8180.11 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3078, pruned_loss=0.07843, over 2472702.38 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06949, over 18522.14 utterances.], batch size: 183, lr: 6.56e-04
2022-08-22 12:21:12,764 INFO [train.py:927] (0/8) Epoch 4, batch 21650, giga_loss[loss=0.2366, simple_loss=0.3171, pruned_loss=0.07802, over 12371.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06078, over 182.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3157, pruned_loss=0.08258, over 2473066.03 frames. utt_duration=536.5 frames, utt_pad_proportion=0.07118, over 18489.80 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3233, pruned_loss=0.09163, over 2467658.00 frames. utt_duration=1216 frames, utt_pad_proportion=0.07197, over 8126.23 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3143, pruned_loss=0.08142, over 2473670.05 frames. utt_duration=505.8 frames, utt_pad_proportion=0.0721, over 19621.72 utterances.], batch size: 182, lr: 6.56e-04
2022-08-22 12:22:54,066 INFO [train.py:927] (0/8) Epoch 4, batch 21700, giga_loss[loss=0.2151, simple_loss=0.3049, pruned_loss=0.06267, over 12328.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02833, over 74.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08061, over 2472913.74 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07514, over 18890.10 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3229, pruned_loss=0.09136, over 2467492.78 frames. utt_duration=1223 frames, utt_pad_proportion=0.07011, over 8081.49 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3125, pruned_loss=0.07957, over 2473732.62 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07629, over 20165.29 utterances.], batch size: 74, lr: 6.56e-04
2022-08-22 12:24:36,955 INFO [train.py:927] (0/8) Epoch 4, batch 21750, giga_loss[loss=0.2695, simple_loss=0.3575, pruned_loss=0.09076, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02699, over 66.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3141, pruned_loss=0.08071, over 2472764.85 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07111, over 18687.97 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3227, pruned_loss=0.09148, over 2467457.76 frames. utt_duration=1228 frames, utt_pad_proportion=0.06852, over 8047.37 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.313, pruned_loss=0.0794, over 2473644.00 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07294, over 20093.97 utterances.], batch size: 66, lr: 6.55e-04
2022-08-22 12:26:23,188 INFO [train.py:927] (0/8) Epoch 4, batch 21800, giga_loss[loss=0.2417, simple_loss=0.3221, pruned_loss=0.08072, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03323, over 58.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3159, pruned_loss=0.08163, over 2471550.08 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0704, over 17906.54 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3223, pruned_loss=0.09137, over 2467319.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06779, over 8022.75 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08056, over 2472436.60 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07223, over 19171.12 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:28:05,127 INFO [train.py:927] (0/8) Epoch 4, batch 21850, giga_loss[loss=0.258, simple_loss=0.3245, pruned_loss=0.09576, over 12390.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08323, over 2471140.34 frames. utt_duration=543.4 frames, utt_pad_proportion=0.071, over 18240.11 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3225, pruned_loss=0.09139, over 2467150.23 frames. utt_duration=1232 frames, utt_pad_proportion=0.06737, over 8019.37 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3171, pruned_loss=0.0822, over 2472089.67 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07259, over 19444.15 utterances.], batch size: 146, lr: 6.55e-04
2022-08-22 12:29:49,416 INFO [train.py:927] (0/8) Epoch 4, batch 21900, giga_loss[loss=0.2965, simple_loss=0.3495, pruned_loss=0.1217, over 12383.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08432, over 2471529.76 frames. utt_duration=560.1 frames, utt_pad_proportion=0.0662, over 17697.77 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3224, pruned_loss=0.09131, over 2467033.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.06688, over 8011.18 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3187, pruned_loss=0.08351, over 2472421.37 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06794, over 18739.06 utterances.], batch size: 257, lr: 6.55e-04
2022-08-22 12:31:29,827 INFO [train.py:927] (0/8) Epoch 4, batch 21950, giga_loss[loss=0.2583, simple_loss=0.3264, pruned_loss=0.09504, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02565, over 48.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3211, pruned_loss=0.08484, over 2471899.66 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06923, over 17627.58 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3229, pruned_loss=0.09143, over 2466915.94 frames. utt_duration=1237 frames, utt_pad_proportion=0.06515, over 7984.43 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3201, pruned_loss=0.08385, over 2472847.83 frames. utt_duration=527.5 frames, utt_pad_proportion=0.07119, over 18803.65 utterances.], batch size: 48, lr: 6.55e-04
2022-08-22 12:33:12,581 INFO [train.py:927] (0/8) Epoch 4, batch 22000, giga_loss[loss=0.2194, simple_loss=0.3039, pruned_loss=0.06745, over 12252.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02934, over 39.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3213, pruned_loss=0.08403, over 2471664.05 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06612, over 16866.28 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.323, pruned_loss=0.09135, over 2466997.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.06484, over 7994.03 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3204, pruned_loss=0.08316, over 2472435.08 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06808, over 17994.00 utterances.], batch size: 39, lr: 6.55e-04
2022-08-22 12:34:55,716 INFO [train.py:927] (0/8) Epoch 4, batch 22050, giga_loss[loss=0.2311, simple_loss=0.3, pruned_loss=0.0811, over 12199.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03052, over 39.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3198, pruned_loss=0.08303, over 2471747.70 frames. utt_duration=607.8 frames, utt_pad_proportion=0.06276, over 16306.57 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3227, pruned_loss=0.09126, over 2467167.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.06415, over 7968.28 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3193, pruned_loss=0.08232, over 2472267.94 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06483, over 17328.04 utterances.], batch size: 39, lr: 6.54e-04
2022-08-22 12:36:36,387 INFO [train.py:927] (0/8) Epoch 4, batch 22100, giga_loss[loss=0.2416, simple_loss=0.3255, pruned_loss=0.07882, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02709, over 48.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08366, over 2471670.91 frames. utt_duration=628.7 frames, utt_pad_proportion=0.06287, over 15761.86 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3225, pruned_loss=0.09136, over 2467541.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.06225, over 7916.46 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3186, pruned_loss=0.08272, over 2471933.54 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06541, over 16939.71 utterances.], batch size: 48, lr: 6.54e-04
2022-08-22 12:38:16,406 INFO [train.py:927] (0/8) Epoch 4, batch 22150, giga_loss[loss=0.2308, simple_loss=0.3061, pruned_loss=0.07771, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04555, over 34.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08328, over 2471866.17 frames. utt_duration=656.1 frames, utt_pad_proportion=0.05895, over 15104.42 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3223, pruned_loss=0.09129, over 2467912.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.06247, over 7944.36 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08238, over 2471834.19 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06125, over 16227.13 utterances.], batch size: 34, lr: 6.54e-04
2022-08-22 12:39:58,512 INFO [train.py:927] (0/8) Epoch 4, batch 22200, giga_loss[loss=0.2461, simple_loss=0.3277, pruned_loss=0.0823, over 12344.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0295, over 66.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08382, over 2472572.98 frames. utt_duration=639.7 frames, utt_pad_proportion=0.05993, over 15496.57 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3223, pruned_loss=0.09158, over 2468074.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06225, over 7948.75 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3192, pruned_loss=0.08266, over 2472518.49 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06171, over 16574.06 utterances.], batch size: 66, lr: 6.54e-04
2022-08-22 12:41:40,009 INFO [train.py:927] (0/8) Epoch 4, batch 22250, giga_loss[loss=0.251, simple_loss=0.322, pruned_loss=0.08996, over 12450.00 frames. utt_duration=756 frames, utt_pad_proportion=0.01947, over 66.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3175, pruned_loss=0.08273, over 2472249.43 frames. utt_duration=656.5 frames, utt_pad_proportion=0.05931, over 15096.87 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3222, pruned_loss=0.09126, over 2467648.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.06083, over 7917.63 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08188, over 2472699.82 frames. utt_duration=612.6 frames, utt_pad_proportion=0.0614, over 16184.57 utterances.], batch size: 66, lr: 6.54e-04
2022-08-22 12:43:22,663 INFO [train.py:927] (0/8) Epoch 4, batch 22300, giga_loss[loss=0.229, simple_loss=0.303, pruned_loss=0.07751, over 12351.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03353, over 62.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3152, pruned_loss=0.08197, over 2471597.05 frames. utt_duration=657.3 frames, utt_pad_proportion=0.06348, over 15076.24 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.322, pruned_loss=0.09135, over 2467516.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06451, over 7973.04 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08096, over 2472216.16 frames. utt_duration=615.9 frames, utt_pad_proportion=0.06331, over 16093.85 utterances.], batch size: 62, lr: 6.54e-04
2022-08-22 12:45:03,613 INFO [train.py:927] (0/8) Epoch 4, batch 22350, giga_loss[loss=0.2149, simple_loss=0.2927, pruned_loss=0.06852, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3138, pruned_loss=0.0819, over 2472447.99 frames. utt_duration=641.3 frames, utt_pad_proportion=0.06497, over 15458.34 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3224, pruned_loss=0.09161, over 2468081.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.06354, over 8001.39 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3132, pruned_loss=0.0806, over 2472550.29 frames. utt_duration=603 frames, utt_pad_proportion=0.06522, over 16441.98 utterances.], batch size: 97, lr: 6.53e-04
2022-08-22 12:46:46,199 INFO [train.py:927] (0/8) Epoch 4, batch 22400, giga_loss[loss=0.3055, simple_loss=0.3514, pruned_loss=0.1298, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3101, pruned_loss=0.08017, over 2472825.86 frames. utt_duration=629.5 frames, utt_pad_proportion=0.06369, over 15749.83 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3222, pruned_loss=0.09144, over 2468070.92 frames. utt_duration=1238 frames, utt_pad_proportion=0.06309, over 7986.40 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3097, pruned_loss=0.07921, over 2472951.53 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06412, over 16602.28 utterances.], batch size: 258, lr: 6.53e-04
2022-08-22 12:48:26,620 INFO [train.py:927] (0/8) Epoch 4, batch 22450, libri_loss[loss=0.2655, simple_loss=0.3286, pruned_loss=0.1012, over 12366.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008965, over 31.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3088, pruned_loss=0.07996, over 2472423.17 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06445, over 16327.18 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3227, pruned_loss=0.09162, over 2468212.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.06259, over 7983.85 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3077, pruned_loss=0.0787, over 2472508.78 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06496, over 17233.67 utterances.], batch size: 31, lr: 6.53e-04
2022-08-22 12:50:06,703 INFO [train.py:927] (0/8) Epoch 4, batch 22500, giga_loss[loss=0.2337, simple_loss=0.3025, pruned_loss=0.08245, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03376, over 51.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3096, pruned_loss=0.07969, over 2472417.20 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06223, over 16641.70 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3228, pruned_loss=0.09172, over 2468187.53 frames. utt_duration=1238 frames, utt_pad_proportion=0.06199, over 7985.51 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3082, pruned_loss=0.07828, over 2472634.96 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06296, over 17591.36 utterances.], batch size: 51, lr: 6.53e-04
2022-08-22 12:51:48,629 INFO [train.py:927] (0/8) Epoch 4, batch 22550, giga_loss[loss=0.2284, simple_loss=0.3164, pruned_loss=0.07025, over 12321.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.235, simple_loss=0.311, pruned_loss=0.07947, over 2473288.32 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06112, over 17322.60 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3228, pruned_loss=0.09184, over 2468282.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.0612, over 7974.91 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3097, pruned_loss=0.07797, over 2473464.54 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06206, over 18295.76 utterances.], batch size: 62, lr: 6.53e-04
2022-08-22 12:53:27,777 INFO [train.py:927] (0/8) Epoch 4, batch 22600, giga_loss[loss=0.2467, simple_loss=0.3228, pruned_loss=0.08534, over 12415.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03994, over 123.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07889, over 2473594.37 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05961, over 17798.83 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3229, pruned_loss=0.09204, over 2468288.53 frames. utt_duration=1242 frames, utt_pad_proportion=0.06052, over 7957.39 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3094, pruned_loss=0.07736, over 2473784.40 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06067, over 18708.30 utterances.], batch size: 123, lr: 6.53e-04
2022-08-22 12:55:10,040 INFO [train.py:927] (0/8) Epoch 4, batch 22650, giga_loss[loss=0.2416, simple_loss=0.3219, pruned_loss=0.08062, over 12370.00 frames. utt_duration=275 frames, utt_pad_proportion=0.055, over 181.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3105, pruned_loss=0.07902, over 2473434.33 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05904, over 17255.44 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3235, pruned_loss=0.09215, over 2468284.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.05985, over 7952.56 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3085, pruned_loss=0.07734, over 2473732.51 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06023, over 18250.30 utterances.], batch size: 181, lr: 6.53e-04
2022-08-22 12:56:51,316 INFO [train.py:927] (0/8) Epoch 4, batch 22700, giga_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07793, over 12469.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3112, pruned_loss=0.07938, over 2473438.16 frames. utt_duration=603 frames, utt_pad_proportion=0.056, over 16447.89 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3238, pruned_loss=0.09225, over 2468218.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06215, over 7999.07 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3089, pruned_loss=0.07742, over 2473977.98 frames. utt_duration=564.1 frames, utt_pad_proportion=0.0563, over 17590.57 utterances.], batch size: 75, lr: 6.52e-04
2022-08-22 12:58:31,276 INFO [train.py:927] (0/8) Epoch 4, batch 22750, giga_loss[loss=0.2091, simple_loss=0.2899, pruned_loss=0.06411, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03685, over 28.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3131, pruned_loss=0.07973, over 2473419.45 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06052, over 16819.66 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3239, pruned_loss=0.09239, over 2468213.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06209, over 8020.63 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3109, pruned_loss=0.07775, over 2473981.76 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06049, over 17914.60 utterances.], batch size: 28, lr: 6.52e-04
2022-08-22 13:00:10,933 INFO [train.py:927] (0/8) Epoch 4, batch 22800, giga_loss[loss=0.2289, simple_loss=0.303, pruned_loss=0.07737, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03315, over 43.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07871, over 2472989.07 frames. utt_duration=593.1 frames, utt_pad_proportion=0.06053, over 16721.55 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.324, pruned_loss=0.09246, over 2468098.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06233, over 8035.31 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3107, pruned_loss=0.07696, over 2473592.41 frames. utt_duration=562 frames, utt_pad_proportion=0.0604, over 17652.92 utterances.], batch size: 43, lr: 6.52e-04
2022-08-22 13:01:54,256 INFO [train.py:927] (0/8) Epoch 4, batch 22850, giga_loss[loss=0.2272, simple_loss=0.307, pruned_loss=0.07373, over 12321.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3132, pruned_loss=0.07858, over 2472766.22 frames. utt_duration=593.2 frames, utt_pad_proportion=0.0613, over 16715.59 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3241, pruned_loss=0.09244, over 2467563.41 frames. utt_duration=1234 frames, utt_pad_proportion=0.06114, over 8005.67 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3114, pruned_loss=0.07692, over 2473819.90 frames. utt_duration=561.5 frames, utt_pad_proportion=0.0616, over 17669.52 utterances.], batch size: 45, lr: 6.52e-04
2022-08-22 13:03:33,089 INFO [train.py:927] (0/8) Epoch 4, batch 22900, giga_loss[loss=0.1967, simple_loss=0.2711, pruned_loss=0.06119, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03683, over 40.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07917, over 2473246.80 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06101, over 17003.42 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3264, pruned_loss=0.09272, over 2467854.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06044, over 8001.29 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.0771, over 2474010.14 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06156, over 18073.40 utterances.], batch size: 40, lr: 6.52e-04
2022-08-22 13:05:11,307 INFO [train.py:927] (0/8) Epoch 4, batch 22950, giga_loss[loss=0.2471, simple_loss=0.3301, pruned_loss=0.08203, over 12341.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3131, pruned_loss=0.07878, over 2473867.79 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05962, over 16429.97 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3262, pruned_loss=0.09255, over 2468446.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.06263, over 8056.29 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3095, pruned_loss=0.07663, over 2474202.71 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05919, over 17647.85 utterances.], batch size: 85, lr: 6.52e-04
2022-08-22 13:06:50,395 INFO [train.py:927] (0/8) Epoch 4, batch 23000, libri_loss[loss=0.257, simple_loss=0.3329, pruned_loss=0.09051, over 12450.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009593, over 39.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3135, pruned_loss=0.0785, over 2474108.74 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06401, over 16871.25 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3263, pruned_loss=0.09283, over 2468527.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.06559, over 8121.96 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3099, pruned_loss=0.076, over 2474480.26 frames. utt_duration=548 frames, utt_pad_proportion=0.06233, over 18111.42 utterances.], batch size: 39, lr: 6.51e-04
2022-08-22 13:08:29,838 INFO [train.py:927] (0/8) Epoch 4, batch 23050, giga_loss[loss=0.217, simple_loss=0.2997, pruned_loss=0.06713, over 12386.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3118, pruned_loss=0.07812, over 2473916.62 frames. utt_duration=596 frames, utt_pad_proportion=0.05987, over 16645.99 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.326, pruned_loss=0.09271, over 2468271.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06437, over 8086.28 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3089, pruned_loss=0.0759, over 2474566.85 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05923, over 17864.17 utterances.], batch size: 51, lr: 6.51e-04
2022-08-22 13:10:08,939 INFO [train.py:927] (0/8) Epoch 4, batch 23100, giga_loss[loss=0.2384, simple_loss=0.3113, pruned_loss=0.08271, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3098, pruned_loss=0.07805, over 2473916.65 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0601, over 17094.97 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3258, pruned_loss=0.09269, over 2468135.30 frames. utt_duration=1226 frames, utt_pad_proportion=0.06343, over 8061.73 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3074, pruned_loss=0.07605, over 2474656.07 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05992, over 18234.62 utterances.], batch size: 105, lr: 6.51e-04
2022-08-22 13:11:51,198 INFO [train.py:927] (0/8) Epoch 4, batch 23150, giga_loss[loss=0.2218, simple_loss=0.3007, pruned_loss=0.07142, over 12404.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02868, over 97.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3065, pruned_loss=0.07672, over 2473699.16 frames. utt_duration=566 frames, utt_pad_proportion=0.06095, over 17528.44 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09296, over 2467941.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.06318, over 8056.42 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3043, pruned_loss=0.07485, over 2474475.88 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06087, over 18466.61 utterances.], batch size: 97, lr: 6.51e-04
2022-08-22 13:13:32,040 INFO [train.py:927] (0/8) Epoch 4, batch 23200, giga_loss[loss=0.1754, simple_loss=0.2512, pruned_loss=0.04982, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03938, over 30.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3032, pruned_loss=0.07518, over 2473744.61 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05884, over 17384.93 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3263, pruned_loss=0.09292, over 2467652.92 frames. utt_duration=1232 frames, utt_pad_proportion=0.06231, over 8020.53 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.301, pruned_loss=0.07346, over 2474723.30 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0592, over 18327.61 utterances.], batch size: 30, lr: 6.51e-04
2022-08-22 13:15:11,487 INFO [train.py:927] (0/8) Epoch 4, batch 23250, giga_loss[loss=0.2006, simple_loss=0.2851, pruned_loss=0.05802, over 12445.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04318, over 31.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3014, pruned_loss=0.07431, over 2473822.97 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05834, over 17178.22 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3261, pruned_loss=0.09312, over 2467654.63 frames. utt_duration=1238 frames, utt_pad_proportion=0.06145, over 7985.40 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.2994, pruned_loss=0.07246, over 2474704.18 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05897, over 18117.13 utterances.], batch size: 31, lr: 6.51e-04
2022-08-22 13:16:51,610 INFO [train.py:927] (0/8) Epoch 4, batch 23300, giga_loss[loss=0.2634, simple_loss=0.3269, pruned_loss=0.09999, over 12327.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03379, over 85.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3042, pruned_loss=0.0761, over 2474268.58 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06074, over 17992.14 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3262, pruned_loss=0.09334, over 2467725.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06154, over 7997.48 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3024, pruned_loss=0.07438, over 2474924.89 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06109, over 18760.31 utterances.], batch size: 85, lr: 6.50e-04
2022-08-22 13:18:33,019 INFO [train.py:927] (0/8) Epoch 4, batch 23350, giga_loss[loss=0.2378, simple_loss=0.326, pruned_loss=0.07481, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04959, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3078, pruned_loss=0.07757, over 2474148.17 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05747, over 17773.42 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3257, pruned_loss=0.09313, over 2467520.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06068, over 7979.12 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3061, pruned_loss=0.07579, over 2475097.74 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05819, over 18766.59 utterances.], batch size: 161, lr: 6.50e-04
2022-08-22 13:20:17,159 INFO [train.py:927] (0/8) Epoch 4, batch 23400, giga_loss[loss=0.2534, simple_loss=0.3219, pruned_loss=0.09244, over 12437.00 frames. utt_duration=712.3 frames, utt_pad_proportion=0.02287, over 70.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3101, pruned_loss=0.07863, over 2473945.53 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05658, over 17398.11 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3257, pruned_loss=0.09301, over 2467290.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.06008, over 7950.56 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3086, pruned_loss=0.07712, over 2475012.33 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05743, over 18341.25 utterances.], batch size: 70, lr: 6.50e-04
2022-08-22 13:22:03,937 INFO [train.py:927] (0/8) Epoch 4, batch 23450, giga_loss[loss=0.2696, simple_loss=0.347, pruned_loss=0.0961, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03003, over 85.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3187, pruned_loss=0.08575, over 2473853.42 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07092, over 19191.88 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3259, pruned_loss=0.09333, over 2467497.61 frames. utt_duration=1234 frames, utt_pad_proportion=0.06338, over 8008.34 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3169, pruned_loss=0.08403, over 2474673.57 frames. utt_duration=493.6 frames, utt_pad_proportion=0.0699, over 20114.08 utterances.], batch size: 85, lr: 6.50e-04
2022-08-22 13:23:45,515 INFO [train.py:927] (0/8) Epoch 4, batch 23500, giga_loss[loss=0.3138, simple_loss=0.3743, pruned_loss=0.1267, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.09086, over 2473686.52 frames. utt_duration=532 frames, utt_pad_proportion=0.06541, over 18652.78 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3256, pruned_loss=0.09324, over 2467549.43 frames. utt_duration=1239 frames, utt_pad_proportion=0.06222, over 7973.42 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3244, pruned_loss=0.08948, over 2474430.38 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06528, over 19677.77 utterances.], batch size: 91, lr: 6.50e-04
2022-08-22 13:25:03,998 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-102000.pt
2022-08-22 13:25:35,007 INFO [train.py:927] (0/8) Epoch 4, batch 23550, giga_loss[loss=0.2521, simple_loss=0.3286, pruned_loss=0.08783, over 12390.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3329, pruned_loss=0.09632, over 2474512.44 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07151, over 19476.14 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09311, over 2468162.34 frames. utt_duration=1244 frames, utt_pad_proportion=0.06071, over 7943.11 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3318, pruned_loss=0.09534, over 2474754.94 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07167, over 20678.50 utterances.], batch size: 58, lr: 6.50e-04
2022-08-22 13:27:19,373 INFO [train.py:927] (0/8) Epoch 4, batch 23600, giga_loss[loss=0.2957, simple_loss=0.3646, pruned_loss=0.1134, over 12444.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3375, pruned_loss=0.1005, over 2473641.73 frames. utt_duration=490 frames, utt_pad_proportion=0.07822, over 20252.53 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3256, pruned_loss=0.0929, over 2468292.15 frames. utt_duration=1250 frames, utt_pad_proportion=0.05907, over 7906.53 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3373, pruned_loss=0.1001, over 2473968.93 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07875, over 21763.46 utterances.], batch size: 105, lr: 6.49e-04
2022-08-22 13:29:05,303 INFO [train.py:927] (0/8) Epoch 4, batch 23650, giga_loss[loss=0.3139, simple_loss=0.3657, pruned_loss=0.131, over 12418.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3429, pruned_loss=0.1055, over 2473760.36 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07439, over 20284.25 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3254, pruned_loss=0.09276, over 2468262.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06278, over 7964.54 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3434, pruned_loss=0.1056, over 2474203.15 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07419, over 21788.68 utterances.], batch size: 105, lr: 6.49e-04
2022-08-22 13:30:54,797 INFO [train.py:927] (0/8) Epoch 4, batch 23700, giga_loss[loss=0.3018, simple_loss=0.3553, pruned_loss=0.1242, over 12459.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04348, over 34.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3467, pruned_loss=0.1095, over 2474559.97 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08473, over 21837.83 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3251, pruned_loss=0.09257, over 2468402.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.06191, over 7953.41 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3477, pruned_loss=0.11, over 2474883.98 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08435, over 23275.39 utterances.], batch size: 34, lr: 6.49e-04
2022-08-22 13:32:39,979 INFO [train.py:927] (0/8) Epoch 4, batch 23750, giga_loss[loss=0.321, simple_loss=0.383, pruned_loss=0.1295, over 12393.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3459, pruned_loss=0.109, over 2473651.53 frames. utt_duration=469 frames, utt_pad_proportion=0.0812, over 21162.13 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3248, pruned_loss=0.09257, over 2467871.91 frames. utt_duration=1247 frames, utt_pad_proportion=0.06078, over 7923.93 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3474, pruned_loss=0.1098, over 2474518.78 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08158, over 22641.36 utterances.], batch size: 183, lr: 6.49e-04
2022-08-22 13:34:21,611 INFO [train.py:927] (0/8) Epoch 4, batch 23800, giga_loss[loss=0.2992, simple_loss=0.3562, pruned_loss=0.1211, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03971, over 133.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3483, pruned_loss=0.1101, over 2474125.97 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07672, over 21469.64 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.325, pruned_loss=0.09283, over 2467779.14 frames. utt_duration=1231 frames, utt_pad_proportion=0.06513, over 8025.96 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3501, pruned_loss=0.1111, over 2475128.21 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07629, over 23004.62 utterances.], batch size: 133, lr: 6.49e-04
2022-08-22 13:36:04,687 INFO [train.py:927] (0/8) Epoch 4, batch 23850, giga_loss[loss=0.2359, simple_loss=0.3161, pruned_loss=0.07783, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3479, pruned_loss=0.1095, over 2473780.42 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08036, over 22050.72 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3254, pruned_loss=0.09314, over 2467965.75 frames. utt_duration=1222 frames, utt_pad_proportion=0.0684, over 8090.60 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3497, pruned_loss=0.1105, over 2474611.51 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07897, over 23667.84 utterances.], batch size: 62, lr: 6.49e-04
2022-08-22 13:37:49,852 INFO [train.py:927] (0/8) Epoch 4, batch 23900, giga_loss[loss=0.23, simple_loss=0.3134, pruned_loss=0.07331, over 12424.00 frames. utt_duration=803 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3468, pruned_loss=0.1071, over 2473231.57 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07585, over 21856.55 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3257, pruned_loss=0.09321, over 2467961.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06736, over 8075.93 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3483, pruned_loss=0.1082, over 2473994.07 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07539, over 23404.21 utterances.], batch size: 62, lr: 6.49e-04
2022-08-22 13:39:32,333 INFO [train.py:927] (0/8) Epoch 4, batch 23950, giga_loss[loss=0.3593, simple_loss=0.3838, pruned_loss=0.1674, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3438, pruned_loss=0.1046, over 2473590.02 frames. utt_duration=457.4 frames, utt_pad_proportion=0.074, over 21701.15 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3259, pruned_loss=0.09341, over 2467728.16 frames. utt_duration=1217 frames, utt_pad_proportion=0.07017, over 8118.26 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3452, pruned_loss=0.1054, over 2474488.38 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07287, over 23135.19 utterances.], batch size: 258, lr: 6.48e-04
2022-08-22 13:41:18,721 INFO [train.py:927] (0/8) Epoch 4, batch 24000, libri_loss[loss=0.2443, simple_loss=0.3037, pruned_loss=0.09244, over 12471.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008541, over 29.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3422, pruned_loss=0.1041, over 2473564.37 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07901, over 22166.76 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3256, pruned_loss=0.09332, over 2467715.32 frames. utt_duration=1222 frames, utt_pad_proportion=0.06937, over 8087.01 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3439, pruned_loss=0.105, over 2474382.68 frames. utt_duration=421 frames, utt_pad_proportion=0.07817, over 23592.31 utterances.], batch size: 29, lr: 6.48e-04
2022-08-22 13:41:18,727 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 13:41:32,432 INFO [train.py:967] (0/8) 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] (0/8) Epoch 4, batch 24050, libri_loss[loss=0.2496, simple_loss=0.3148, pruned_loss=0.09218, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006415, over 31.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3391, pruned_loss=0.1016, over 2473472.58 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07981, over 21963.74 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3254, pruned_loss=0.0932, over 2467772.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.06862, over 8061.84 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3409, pruned_loss=0.1025, over 2474150.78 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07941, over 23319.99 utterances.], batch size: 31, lr: 6.48e-04
2022-08-22 13:45:12,387 INFO [train.py:927] (0/8) Epoch 4, batch 24100, giga_loss[loss=0.3047, simple_loss=0.3648, pruned_loss=0.1223, over 12365.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04047, over 145.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3411, pruned_loss=0.1004, over 2474075.14 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07612, over 21215.41 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3261, pruned_loss=0.09338, over 2468134.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.07236, over 8133.35 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3421, pruned_loss=0.1012, over 2474391.89 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07471, over 22472.54 utterances.], batch size: 145, lr: 6.48e-04
2022-08-22 13:46:54,832 INFO [train.py:927] (0/8) Epoch 4, batch 24150, giga_loss[loss=0.306, simple_loss=0.3633, pruned_loss=0.1243, over 12369.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0607, over 182.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3423, pruned_loss=0.1019, over 2474009.25 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08414, over 22004.55 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3267, pruned_loss=0.09342, over 2468387.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.07075, over 8106.78 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3431, pruned_loss=0.1026, over 2474208.11 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08313, over 23377.93 utterances.], batch size: 182, lr: 6.48e-04
2022-08-22 13:48:37,104 INFO [train.py:927] (0/8) Epoch 4, batch 24200, giga_loss[loss=0.2805, simple_loss=0.3397, pruned_loss=0.1106, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06533, over 183.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3389, pruned_loss=0.1003, over 2474357.98 frames. utt_duration=469.3 frames, utt_pad_proportion=0.08253, over 21154.20 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3256, pruned_loss=0.09298, over 2468699.34 frames. utt_duration=1232 frames, utt_pad_proportion=0.06828, over 8026.14 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3411, pruned_loss=0.1017, over 2474481.11 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08274, over 22945.60 utterances.], batch size: 183, lr: 6.48e-04
2022-08-22 13:50:23,485 INFO [train.py:927] (0/8) Epoch 4, batch 24250, giga_loss[loss=0.2478, simple_loss=0.3267, pruned_loss=0.08451, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03485, over 122.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3372, pruned_loss=0.09868, over 2475027.89 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08247, over 21086.62 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3258, pruned_loss=0.09306, over 2468932.32 frames. utt_duration=1213 frames, utt_pad_proportion=0.07268, over 8148.49 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.339, pruned_loss=0.09982, over 2475037.07 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08145, over 22636.25 utterances.], batch size: 122, lr: 6.47e-04
2022-08-22 13:52:09,320 INFO [train.py:927] (0/8) Epoch 4, batch 24300, giga_loss[loss=0.2694, simple_loss=0.3393, pruned_loss=0.09979, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04407, over 146.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3363, pruned_loss=0.09746, over 2474980.69 frames. utt_duration=478.9 frames, utt_pad_proportion=0.08195, over 20733.25 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3251, pruned_loss=0.09268, over 2468744.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.07208, over 8113.45 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3385, pruned_loss=0.09876, over 2475228.49 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08138, over 22152.83 utterances.], batch size: 146, lr: 6.47e-04
2022-08-22 13:53:53,008 INFO [train.py:927] (0/8) Epoch 4, batch 24350, giga_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08643, over 12370.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.03995, over 145.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3355, pruned_loss=0.09789, over 2474235.84 frames. utt_duration=475.3 frames, utt_pad_proportion=0.08317, over 20883.84 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3251, pruned_loss=0.09274, over 2468573.24 frames. utt_duration=1213 frames, utt_pad_proportion=0.07514, over 8149.28 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3376, pruned_loss=0.099, over 2474751.05 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08167, over 22343.94 utterances.], batch size: 145, lr: 6.47e-04
2022-08-22 13:55:37,533 INFO [train.py:927] (0/8) Epoch 4, batch 24400, libri_loss[loss=0.2, simple_loss=0.2706, pruned_loss=0.06469, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01015, over 28.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3343, pruned_loss=0.09826, over 2473936.80 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07906, over 20503.63 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3249, pruned_loss=0.09299, over 2468509.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.07348, over 8107.33 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3364, pruned_loss=0.09905, over 2474549.55 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07867, over 22058.04 utterances.], batch size: 28, lr: 6.47e-04
2022-08-22 13:57:22,237 INFO [train.py:927] (0/8) Epoch 4, batch 24450, giga_loss[loss=0.2237, simple_loss=0.307, pruned_loss=0.07017, over 12329.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3325, pruned_loss=0.09703, over 2473888.83 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07613, over 20186.47 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3251, pruned_loss=0.09297, over 2468032.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.07216, over 8067.03 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.09779, over 2474936.52 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07649, over 21748.76 utterances.], batch size: 58, lr: 6.47e-04
2022-08-22 13:59:06,639 INFO [train.py:927] (0/8) Epoch 4, batch 24500, giga_loss[loss=0.2328, simple_loss=0.3171, pruned_loss=0.07424, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3322, pruned_loss=0.09727, over 2474075.58 frames. utt_duration=495 frames, utt_pad_proportion=0.07418, over 20049.79 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.325, pruned_loss=0.09288, over 2468070.21 frames. utt_duration=1227 frames, utt_pad_proportion=0.07161, over 8055.37 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3338, pruned_loss=0.09801, over 2474911.92 frames. utt_duration=464 frames, utt_pad_proportion=0.07479, over 21403.50 utterances.], batch size: 62, lr: 6.47e-04
2022-08-22 14:00:49,228 INFO [train.py:927] (0/8) Epoch 4, batch 24550, giga_loss[loss=0.3274, simple_loss=0.3849, pruned_loss=0.1349, over 12421.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03806, over 133.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3324, pruned_loss=0.09641, over 2473671.33 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06986, over 19170.04 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.325, pruned_loss=0.09284, over 2467818.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.07408, over 8094.41 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3337, pruned_loss=0.09709, over 2474681.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.0696, over 20462.94 utterances.], batch size: 133, lr: 6.46e-04
2022-08-22 14:02:33,870 INFO [train.py:927] (0/8) Epoch 4, batch 24600, giga_loss[loss=0.2699, simple_loss=0.3334, pruned_loss=0.1032, over 12453.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.0295, over 55.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3342, pruned_loss=0.09731, over 2473664.56 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07258, over 19942.79 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3263, pruned_loss=0.0934, over 2467892.91 frames. utt_duration=1208 frames, utt_pad_proportion=0.0777, over 8178.67 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3343, pruned_loss=0.09743, over 2474583.79 frames. utt_duration=468 frames, utt_pad_proportion=0.07104, over 21215.31 utterances.], batch size: 55, lr: 6.46e-04
2022-08-22 14:04:19,740 INFO [train.py:927] (0/8) Epoch 4, batch 24650, libri_loss[loss=0.2617, simple_loss=0.3382, pruned_loss=0.09261, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00582, over 32.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09871, over 2473915.42 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07479, over 20455.44 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3266, pruned_loss=0.0936, over 2467631.34 frames. utt_duration=1204 frames, utt_pad_proportion=0.08019, over 8211.44 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3353, pruned_loss=0.09875, over 2474992.07 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07271, over 21714.36 utterances.], batch size: 32, lr: 6.46e-04
2022-08-22 14:06:05,465 INFO [train.py:927] (0/8) Epoch 4, batch 24700, giga_loss[loss=0.2758, simple_loss=0.3445, pruned_loss=0.1036, over 12358.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3362, pruned_loss=0.1006, over 2473790.74 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07363, over 20842.29 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09365, over 2467797.08 frames. utt_duration=1207 frames, utt_pad_proportion=0.07864, over 8185.47 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3365, pruned_loss=0.1007, over 2474632.38 frames. utt_duration=448 frames, utt_pad_proportion=0.07259, over 22166.64 utterances.], batch size: 97, lr: 6.46e-04
2022-08-22 14:07:50,838 INFO [train.py:927] (0/8) Epoch 4, batch 24750, giga_loss[loss=0.2536, simple_loss=0.3202, pruned_loss=0.09355, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3359, pruned_loss=0.1014, over 2473964.42 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07497, over 21202.46 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09364, over 2467771.70 frames. utt_duration=1205 frames, utt_pad_proportion=0.07871, over 8202.49 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3362, pruned_loss=0.1015, over 2474714.29 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07406, over 22342.21 utterances.], batch size: 55, lr: 6.46e-04
2022-08-22 14:09:33,823 INFO [train.py:927] (0/8) Epoch 4, batch 24800, giga_loss[loss=0.2509, simple_loss=0.3202, pruned_loss=0.09081, over 12393.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05421, over 162.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3343, pruned_loss=0.09861, over 2474452.47 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06988, over 20744.30 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3263, pruned_loss=0.09358, over 2467791.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07813, over 8186.50 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3347, pruned_loss=0.09888, over 2475074.45 frames. utt_duration=456.4 frames, utt_pad_proportion=0.06955, over 21763.65 utterances.], batch size: 162, lr: 6.46e-04
2022-08-22 14:11:21,804 INFO [train.py:927] (0/8) Epoch 4, batch 24850, giga_loss[loss=0.2351, simple_loss=0.304, pruned_loss=0.08311, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03952, over 34.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3312, pruned_loss=0.09697, over 2474952.61 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06715, over 19969.78 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3261, pruned_loss=0.09333, over 2468108.33 frames. utt_duration=1213 frames, utt_pad_proportion=0.07554, over 8148.90 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3321, pruned_loss=0.09758, over 2475426.41 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06782, over 21338.91 utterances.], batch size: 34, lr: 6.46e-04
2022-08-22 14:13:05,515 INFO [train.py:927] (0/8) Epoch 4, batch 24900, giga_loss[loss=0.3362, simple_loss=0.3727, pruned_loss=0.1499, over 12351.00 frames. utt_duration=132.8 frames, utt_pad_proportion=0.219, over 376.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3318, pruned_loss=0.09736, over 2475378.20 frames. utt_duration=489.9 frames, utt_pad_proportion=0.0713, over 20269.88 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3262, pruned_loss=0.09352, over 2468273.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.07522, over 8154.36 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3324, pruned_loss=0.09771, over 2475661.11 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07169, over 21450.68 utterances.], batch size: 376, lr: 6.45e-04
2022-08-22 14:14:53,242 INFO [train.py:927] (0/8) Epoch 4, batch 24950, giga_loss[loss=0.3046, simple_loss=0.366, pruned_loss=0.1216, over 12401.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07393, over 212.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3349, pruned_loss=0.09695, over 2475099.69 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06899, over 20027.50 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3263, pruned_loss=0.09351, over 2467719.63 frames. utt_duration=1215 frames, utt_pad_proportion=0.07438, over 8134.42 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3356, pruned_loss=0.09734, over 2476020.24 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06965, over 21312.03 utterances.], batch size: 212, lr: 6.45e-04
2022-08-22 14:16:36,561 INFO [train.py:927] (0/8) Epoch 4, batch 25000, giga_loss[loss=0.2881, simple_loss=0.3642, pruned_loss=0.106, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03111, over 85.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3371, pruned_loss=0.09852, over 2474927.83 frames. utt_duration=494.7 frames, utt_pad_proportion=0.0716, over 20071.62 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3256, pruned_loss=0.093, over 2467679.20 frames. utt_duration=1197 frames, utt_pad_proportion=0.08062, over 8259.36 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3386, pruned_loss=0.09946, over 2475983.06 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06973, over 21489.62 utterances.], batch size: 85, lr: 6.45e-04
2022-08-22 14:18:20,324 INFO [train.py:927] (0/8) Epoch 4, batch 25050, giga_loss[loss=0.2903, simple_loss=0.3516, pruned_loss=0.1145, over 12392.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04157, over 105.00 utterances.], tot_loss[loss=0.269, simple_loss=0.338, pruned_loss=0.1, over 2474505.77 frames. utt_duration=482.8 frames, utt_pad_proportion=0.075, over 20562.73 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3253, pruned_loss=0.09283, over 2467593.05 frames. utt_duration=1200 frames, utt_pad_proportion=0.08007, over 8238.82 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3396, pruned_loss=0.101, over 2475485.20 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07358, over 21816.86 utterances.], batch size: 105, lr: 6.45e-04
2022-08-22 14:20:07,999 INFO [train.py:927] (0/8) Epoch 4, batch 25100, giga_loss[loss=0.2591, simple_loss=0.3222, pruned_loss=0.09803, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.338, pruned_loss=0.09963, over 2473836.56 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06872, over 19816.78 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3275, pruned_loss=0.09291, over 2467781.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.07928, over 8249.80 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3376, pruned_loss=0.1005, over 2474560.75 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0681, over 21017.63 utterances.], batch size: 97, lr: 6.45e-04
2022-08-22 14:21:52,745 INFO [train.py:927] (0/8) Epoch 4, batch 25150, giga_loss[loss=0.2523, simple_loss=0.3216, pruned_loss=0.09153, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04034, over 113.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3365, pruned_loss=0.1001, over 2474253.47 frames. utt_duration=495 frames, utt_pad_proportion=0.06874, over 20052.78 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3268, pruned_loss=0.09271, over 2468016.94 frames. utt_duration=1204 frames, utt_pad_proportion=0.07818, over 8211.12 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.337, pruned_loss=0.1011, over 2474719.84 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06862, over 21276.00 utterances.], batch size: 113, lr: 6.45e-04
2022-08-22 14:23:36,736 INFO [train.py:927] (0/8) Epoch 4, batch 25200, giga_loss[loss=0.2378, simple_loss=0.3107, pruned_loss=0.08249, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03159, over 58.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3366, pruned_loss=0.1006, over 2474853.56 frames. utt_duration=493.8 frames, utt_pad_proportion=0.0672, over 20108.77 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.327, pruned_loss=0.09304, over 2468268.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.08453, over 8343.65 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.337, pruned_loss=0.1012, over 2475145.34 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0649, over 21225.49 utterances.], batch size: 58, lr: 6.44e-04
2022-08-22 14:25:21,210 INFO [train.py:927] (0/8) Epoch 4, batch 25250, giga_loss[loss=0.2745, simple_loss=0.3418, pruned_loss=0.1036, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3351, pruned_loss=0.09998, over 2475679.77 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07044, over 20125.23 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3267, pruned_loss=0.09291, over 2468753.58 frames. utt_duration=1183 frames, utt_pad_proportion=0.08323, over 8357.13 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3362, pruned_loss=0.1009, over 2475760.96 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06854, over 21476.70 utterances.], batch size: 113, lr: 6.44e-04
2022-08-22 14:27:03,761 INFO [train.py:927] (0/8) Epoch 4, batch 25300, giga_loss[loss=0.4088, simple_loss=0.4278, pruned_loss=0.1949, over 12361.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1126, over 260.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3372, pruned_loss=0.1011, over 2475457.26 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0727, over 20460.78 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3269, pruned_loss=0.09315, over 2469073.94 frames. utt_duration=1174 frames, utt_pad_proportion=0.08583, over 8420.57 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3381, pruned_loss=0.1018, over 2475384.34 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07015, over 21751.67 utterances.], batch size: 260, lr: 6.44e-04
2022-08-22 14:28:55,169 INFO [train.py:927] (0/8) Epoch 4, batch 25350, giga_loss[loss=0.2761, simple_loss=0.3254, pruned_loss=0.1135, over 12370.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1925, over 364.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.337, pruned_loss=0.09994, over 2476033.48 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07342, over 20648.95 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3269, pruned_loss=0.09315, over 2469073.94 frames. utt_duration=1174 frames, utt_pad_proportion=0.08583, over 8420.57 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3377, pruned_loss=0.1005, over 2475976.72 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07139, over 21653.67 utterances.], batch size: 364, lr: 6.44e-04
2022-08-22 14:30:37,926 INFO [train.py:927] (0/8) Epoch 4, batch 25400, giga_loss[loss=0.3027, simple_loss=0.3754, pruned_loss=0.115, over 12452.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03607, over 133.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3392, pruned_loss=0.09909, over 2476180.65 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07179, over 20429.60 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3271, pruned_loss=0.09306, over 2469139.00 frames. utt_duration=1182 frames, utt_pad_proportion=0.08443, over 8369.58 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3398, pruned_loss=0.09978, over 2476225.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07066, over 21567.93 utterances.], batch size: 133, lr: 6.44e-04
2022-08-22 14:32:20,852 INFO [train.py:927] (0/8) Epoch 4, batch 25450, giga_loss[loss=0.2754, simple_loss=0.3417, pruned_loss=0.1045, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02834, over 45.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3417, pruned_loss=0.1012, over 2475844.29 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06813, over 20280.21 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3272, pruned_loss=0.09301, over 2469200.22 frames. utt_duration=1184 frames, utt_pad_proportion=0.08352, over 8352.15 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3423, pruned_loss=0.1019, over 2475917.97 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06765, over 21345.95 utterances.], batch size: 45, lr: 6.44e-04
2022-08-22 14:34:04,213 INFO [train.py:927] (0/8) Epoch 4, batch 25500, giga_loss[loss=0.2629, simple_loss=0.3419, pruned_loss=0.09197, over 12393.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3421, pruned_loss=0.1022, over 2475137.82 frames. utt_duration=502 frames, utt_pad_proportion=0.07098, over 19779.74 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3274, pruned_loss=0.09334, over 2469155.05 frames. utt_duration=1174 frames, utt_pad_proportion=0.08609, over 8421.43 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3429, pruned_loss=0.1027, over 2475432.92 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06929, over 20941.63 utterances.], batch size: 58, lr: 6.44e-04
2022-08-22 14:35:16,876 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-104000.pt
2022-08-22 14:35:48,409 INFO [train.py:927] (0/8) Epoch 4, batch 25550, giga_loss[loss=0.2597, simple_loss=0.3433, pruned_loss=0.08801, over 12413.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03992, over 123.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3405, pruned_loss=0.1, over 2473640.06 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07122, over 19522.57 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3273, pruned_loss=0.09329, over 2469192.03 frames. utt_duration=1179 frames, utt_pad_proportion=0.0841, over 8386.21 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3416, pruned_loss=0.1007, over 2473990.91 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07042, over 20787.28 utterances.], batch size: 123, lr: 6.43e-04
2022-08-22 14:37:32,010 INFO [train.py:927] (0/8) Epoch 4, batch 25600, giga_loss[loss=0.2433, simple_loss=0.3329, pruned_loss=0.07681, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04298, over 34.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3409, pruned_loss=0.09911, over 2473759.59 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06922, over 19500.90 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3272, pruned_loss=0.0933, over 2468915.02 frames. utt_duration=1172 frames, utt_pad_proportion=0.08723, over 8434.52 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3421, pruned_loss=0.09977, over 2474373.60 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06751, over 20671.18 utterances.], batch size: 34, lr: 6.43e-04
2022-08-22 14:39:15,345 INFO [train.py:927] (0/8) Epoch 4, batch 25650, libri_loss[loss=0.3283, simple_loss=0.3795, pruned_loss=0.1385, over 12434.00 frames. utt_duration=419.3 frames, utt_pad_proportion=0.3418, over 119.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3411, pruned_loss=0.1003, over 2473974.63 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07556, over 20248.83 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3275, pruned_loss=0.09384, over 2468915.65 frames. utt_duration=1159 frames, utt_pad_proportion=0.09225, over 8529.13 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3424, pruned_loss=0.1007, over 2474704.82 frames. utt_duration=460 frames, utt_pad_proportion=0.07166, over 21587.94 utterances.], batch size: 119, lr: 6.43e-04
2022-08-22 14:41:01,144 INFO [train.py:927] (0/8) Epoch 4, batch 25700, giga_loss[loss=0.2227, simple_loss=0.3086, pruned_loss=0.06842, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03183, over 75.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3402, pruned_loss=0.1009, over 2474088.17 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08163, over 21221.44 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3271, pruned_loss=0.09362, over 2468973.66 frames. utt_duration=1163 frames, utt_pad_proportion=0.09088, over 8500.74 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3418, pruned_loss=0.1015, over 2474704.86 frames. utt_duration=441 frames, utt_pad_proportion=0.0787, over 22521.31 utterances.], batch size: 75, lr: 6.43e-04
2022-08-22 14:42:46,112 INFO [train.py:927] (0/8) Epoch 4, batch 25750, giga_loss[loss=0.2293, simple_loss=0.3115, pruned_loss=0.07353, over 12398.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02125, over 48.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3367, pruned_loss=0.09914, over 2474355.92 frames. utt_duration=475 frames, utt_pad_proportion=0.08069, over 20902.28 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3269, pruned_loss=0.09339, over 2469253.47 frames. utt_duration=1167 frames, utt_pad_proportion=0.0892, over 8471.45 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3384, pruned_loss=0.09992, over 2474731.25 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07885, over 22236.92 utterances.], batch size: 48, lr: 6.43e-04
2022-08-22 14:44:23,431 INFO [train.py:927] (0/8) Epoch 4, batch 25800, libri_loss[loss=0.2855, simple_loss=0.3408, pruned_loss=0.1151, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005782, over 35.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3355, pruned_loss=0.09948, over 2474488.99 frames. utt_duration=478.6 frames, utt_pad_proportion=0.08292, over 20744.64 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3267, pruned_loss=0.09364, over 2469738.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.08669, over 8407.84 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1001, over 2474517.90 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08214, over 22355.10 utterances.], batch size: 35, lr: 6.43e-04
2022-08-22 14:46:02,147 INFO [train.py:927] (0/8) Epoch 4, batch 25850, giga_loss[loss=0.2449, simple_loss=0.3087, pruned_loss=0.09059, over 12353.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3334, pruned_loss=0.09679, over 2474415.72 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08303, over 22312.40 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3268, pruned_loss=0.0934, over 2469692.18 frames. utt_duration=1181 frames, utt_pad_proportion=0.08488, over 8378.87 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3351, pruned_loss=0.09766, over 2474604.73 frames. utt_duration=414.2 frames, utt_pad_proportion=0.08297, over 23984.77 utterances.], batch size: 367, lr: 6.42e-04
2022-08-22 14:47:49,002 INFO [train.py:927] (0/8) Epoch 4, batch 25900, giga_loss[loss=0.2246, simple_loss=0.3016, pruned_loss=0.07376, over 12425.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03969, over 123.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3302, pruned_loss=0.09486, over 2474575.66 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08194, over 21677.74 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3261, pruned_loss=0.09309, over 2469642.13 frames. utt_duration=1179 frames, utt_pad_proportion=0.08647, over 8392.15 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3323, pruned_loss=0.09593, over 2474927.54 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08151, over 23436.24 utterances.], batch size: 123, lr: 6.42e-04
2022-08-22 14:49:33,247 INFO [train.py:927] (0/8) Epoch 4, batch 25950, giga_loss[loss=0.2605, simple_loss=0.3388, pruned_loss=0.09115, over 12430.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03654, over 123.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3283, pruned_loss=0.09451, over 2474423.58 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07647, over 21502.16 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3256, pruned_loss=0.09291, over 2469352.03 frames. utt_duration=1186 frames, utt_pad_proportion=0.08508, over 8340.83 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3305, pruned_loss=0.09556, over 2475055.53 frames. utt_duration=427.5 frames, utt_pad_proportion=0.0769, over 23236.64 utterances.], batch size: 123, lr: 6.42e-04
2022-08-22 14:51:16,892 INFO [train.py:927] (0/8) Epoch 4, batch 26000, giga_loss[loss=0.2963, simple_loss=0.3544, pruned_loss=0.1191, over 12402.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0444, over 146.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3301, pruned_loss=0.09473, over 2474687.36 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07181, over 20870.86 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3262, pruned_loss=0.09321, over 2469382.59 frames. utt_duration=1183 frames, utt_pad_proportion=0.08452, over 8358.85 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3314, pruned_loss=0.09531, over 2475252.47 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07256, over 22468.90 utterances.], batch size: 146, lr: 6.42e-04
2022-08-22 14:53:00,031 INFO [train.py:927] (0/8) Epoch 4, batch 26050, libri_loss[loss=0.2574, simple_loss=0.335, pruned_loss=0.08986, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02371, over 43.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3326, pruned_loss=0.09639, over 2475106.76 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07643, over 21762.72 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3272, pruned_loss=0.09299, over 2469352.49 frames. utt_duration=1191 frames, utt_pad_proportion=0.08273, over 8306.36 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3329, pruned_loss=0.09716, over 2475771.82 frames. utt_duration=422.2 frames, utt_pad_proportion=0.0773, over 23536.61 utterances.], batch size: 43, lr: 6.42e-04
2022-08-22 14:54:41,351 INFO [train.py:927] (0/8) Epoch 4, batch 26100, giga_loss[loss=0.2791, simple_loss=0.3585, pruned_loss=0.09985, over 12329.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.0344, over 58.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3333, pruned_loss=0.0964, over 2475300.26 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07257, over 20956.89 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3274, pruned_loss=0.09301, over 2469447.94 frames. utt_duration=1188 frames, utt_pad_proportion=0.08213, over 8322.42 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3336, pruned_loss=0.09707, over 2475888.77 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07366, over 22661.08 utterances.], batch size: 58, lr: 6.42e-04
2022-08-22 14:56:24,107 INFO [train.py:927] (0/8) Epoch 4, batch 26150, giga_loss[loss=0.2662, simple_loss=0.3387, pruned_loss=0.09684, over 12285.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02326, over 54.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3352, pruned_loss=0.09812, over 2474326.29 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0728, over 20817.46 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3269, pruned_loss=0.0929, over 2469061.12 frames. utt_duration=1182 frames, utt_pad_proportion=0.08464, over 8365.19 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3361, pruned_loss=0.09892, over 2475343.39 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07278, over 22553.21 utterances.], batch size: 54, lr: 6.42e-04
2022-08-22 14:58:10,727 INFO [train.py:927] (0/8) Epoch 4, batch 26200, giga_loss[loss=0.2626, simple_loss=0.3516, pruned_loss=0.08679, over 12386.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3351, pruned_loss=0.09824, over 2473885.05 frames. utt_duration=494 frames, utt_pad_proportion=0.06973, over 20089.21 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3267, pruned_loss=0.09303, over 2468976.16 frames. utt_duration=1176 frames, utt_pad_proportion=0.08688, over 8410.66 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3363, pruned_loss=0.09892, over 2474963.52 frames. utt_duration=455 frames, utt_pad_proportion=0.06909, over 21829.90 utterances.], batch size: 133, lr: 6.41e-04
2022-08-22 14:59:56,286 INFO [train.py:927] (0/8) Epoch 4, batch 26250, giga_loss[loss=0.2505, simple_loss=0.3225, pruned_loss=0.08922, over 12323.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03493, over 51.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3344, pruned_loss=0.09704, over 2473507.21 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07674, over 20437.87 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3267, pruned_loss=0.09324, over 2468726.79 frames. utt_duration=1156 frames, utt_pad_proportion=0.09374, over 8551.60 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3355, pruned_loss=0.09754, over 2474769.07 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07302, over 22088.16 utterances.], batch size: 51, lr: 6.41e-04
2022-08-22 15:01:36,670 INFO [train.py:927] (0/8) Epoch 4, batch 26300, giga_loss[loss=0.2299, simple_loss=0.3132, pruned_loss=0.07327, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02919, over 66.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3343, pruned_loss=0.09797, over 2473781.05 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07796, over 20753.29 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3262, pruned_loss=0.09305, over 2469049.53 frames. utt_duration=1155 frames, utt_pad_proportion=0.09453, over 8561.39 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3361, pruned_loss=0.09875, over 2474751.25 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0745, over 22638.20 utterances.], batch size: 66, lr: 6.41e-04
2022-08-22 15:03:17,263 INFO [train.py:927] (0/8) Epoch 4, batch 26350, giga_loss[loss=0.2736, simple_loss=0.3453, pruned_loss=0.1009, over 12416.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03929, over 105.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3343, pruned_loss=0.09876, over 2474053.17 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08136, over 21019.07 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3271, pruned_loss=0.09384, over 2469220.62 frames. utt_duration=1121 frames, utt_pad_proportion=0.1061, over 8822.37 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3351, pruned_loss=0.09877, over 2474755.41 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07413, over 22501.15 utterances.], batch size: 105, lr: 6.41e-04
2022-08-22 15:04:44,313 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-22 15:04:45,828 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-4.pt
2022-08-22 15:07:12,200 INFO [train.py:927] (0/8) Epoch 5, batch 50, giga_loss[loss=0.1984, simple_loss=0.284, pruned_loss=0.05636, over 12401.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03625, over 113.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3292, pruned_loss=0.08289, over 548150.64 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05219, over 3703.98 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3068, pruned_loss=0.07268, over 97313.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.04452, over 309.02 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3336, pruned_loss=0.08487, over 469307.04 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05283, over 3481.69 utterances.], batch size: 113, lr: 6.31e-04
2022-08-22 15:08:55,529 INFO [train.py:927] (0/8) Epoch 5, batch 100, giga_loss[loss=0.1975, simple_loss=0.2837, pruned_loss=0.05568, over 12357.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3131, pruned_loss=0.07486, over 975179.39 frames. utt_duration=578.4 frames, utt_pad_proportion=0.04841, over 6761.19 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.07061, over 144210.22 frames. utt_duration=1328 frames, utt_pad_proportion=0.03336, over 434.90 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3143, pruned_loss=0.07561, over 882458.43 frames. utt_duration=539.3 frames, utt_pad_proportion=0.04934, over 6563.90 utterances.], batch size: 70, lr: 6.31e-04
2022-08-22 15:10:37,424 INFO [train.py:927] (0/8) Epoch 5, batch 150, giga_loss[loss=0.1816, simple_loss=0.2603, pruned_loss=0.05146, over 12181.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03735, over 28.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2997, pruned_loss=0.06954, over 1307579.92 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05764, over 9239.02 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3161, pruned_loss=0.07406, over 224337.43 frames. utt_duration=1288 frames, utt_pad_proportion=0.0336, over 697.74 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2976, pruned_loss=0.06907, over 1191365.04 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05903, over 9094.24 utterances.], batch size: 28, lr: 6.30e-04
2022-08-22 15:12:14,917 INFO [train.py:927] (0/8) Epoch 5, batch 200, giga_loss[loss=0.1825, simple_loss=0.2558, pruned_loss=0.05462, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03334, over 42.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2877, pruned_loss=0.0647, over 1565471.74 frames. utt_duration=558.4 frames, utt_pad_proportion=0.0641, over 11243.66 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3126, pruned_loss=0.07363, over 312478.63 frames. utt_duration=1332 frames, utt_pad_proportion=0.02626, over 939.59 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2848, pruned_loss=0.06371, over 1434390.10 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06615, over 11230.81 utterances.], batch size: 42, lr: 6.30e-04
2022-08-22 15:13:56,140 INFO [train.py:927] (0/8) Epoch 5, batch 250, giga_loss[loss=0.1921, simple_loss=0.2627, pruned_loss=0.06074, over 12382.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02684, over 48.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2806, pruned_loss=0.06157, over 1766633.15 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05981, over 12378.89 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3099, pruned_loss=0.07176, over 366321.15 frames. utt_duration=1305 frames, utt_pad_proportion=0.03111, over 1124.21 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2776, pruned_loss=0.06068, over 1643754.78 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06147, over 12453.94 utterances.], batch size: 48, lr: 6.30e-04
2022-08-22 15:15:36,290 INFO [train.py:927] (0/8) Epoch 5, batch 300, giga_loss[loss=0.1625, simple_loss=0.2379, pruned_loss=0.04359, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04002, over 33.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2775, pruned_loss=0.06031, over 1923072.37 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06295, over 13771.30 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3114, pruned_loss=0.07307, over 428577.23 frames. utt_duration=1330 frames, utt_pad_proportion=0.02758, over 1290.50 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2736, pruned_loss=0.05885, over 1807895.61 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06475, over 14011.62 utterances.], batch size: 33, lr: 6.30e-04
2022-08-22 15:17:17,110 INFO [train.py:927] (0/8) Epoch 5, batch 350, giga_loss[loss=0.1799, simple_loss=0.2507, pruned_loss=0.05458, over 12345.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2732, pruned_loss=0.05838, over 2044909.71 frames. utt_duration=544 frames, utt_pad_proportion=0.06289, over 15077.55 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3114, pruned_loss=0.07291, over 459041.30 frames. utt_duration=1315 frames, utt_pad_proportion=0.03085, over 1397.46 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2695, pruned_loss=0.05703, over 1947479.43 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06419, over 15346.43 utterances.], batch size: 365, lr: 6.30e-04
2022-08-22 15:18:54,543 INFO [train.py:927] (0/8) Epoch 5, batch 400, libri_loss[loss=0.1793, simple_loss=0.262, pruned_loss=0.04834, over 12263.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.0115, over 28.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2711, pruned_loss=0.05733, over 2139997.52 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06627, over 15977.67 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3084, pruned_loss=0.0714, over 576434.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05331, over 1830.38 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2663, pruned_loss=0.05563, over 2039019.75 frames. utt_duration=493 frames, utt_pad_proportion=0.0659, over 16593.96 utterances.], batch size: 28, lr: 6.30e-04
2022-08-22 15:20:34,100 INFO [train.py:927] (0/8) Epoch 5, batch 450, giga_loss[loss=0.1625, simple_loss=0.2317, pruned_loss=0.04667, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03659, over 40.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2662, pruned_loss=0.05526, over 2214287.48 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06459, over 16258.43 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3079, pruned_loss=0.07132, over 604559.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05152, over 1907.45 utterances.], giga_tot_loss[loss=0.1847, simple_loss=0.262, pruned_loss=0.05371, over 2130731.28 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06458, over 16858.13 utterances.], batch size: 40, lr: 6.30e-04
2022-08-22 15:22:15,709 INFO [train.py:927] (0/8) Epoch 5, batch 500, giga_loss[loss=0.2257, simple_loss=0.2991, pruned_loss=0.07614, over 12330.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02597, over 45.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2678, pruned_loss=0.05605, over 2271172.70 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06069, over 15826.55 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3076, pruned_loss=0.07043, over 659121.73 frames. utt_duration=1285 frames, utt_pad_proportion=0.04912, over 2054.23 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2633, pruned_loss=0.05461, over 2198766.15 frames. utt_duration=532.4 frames, utt_pad_proportion=0.0612, over 16564.93 utterances.], batch size: 45, lr: 6.29e-04
2022-08-22 15:24:02,106 INFO [train.py:927] (0/8) Epoch 5, batch 550, giga_loss[loss=0.2433, simple_loss=0.3165, pruned_loss=0.08501, over 12435.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03048, over 80.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.281, pruned_loss=0.0623, over 2316148.82 frames. utt_duration=571 frames, utt_pad_proportion=0.06195, over 16266.60 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3064, pruned_loss=0.06952, over 686330.22 frames. utt_duration=1299 frames, utt_pad_proportion=0.04733, over 2115.10 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2777, pruned_loss=0.06147, over 2256433.49 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06259, over 16994.37 utterances.], batch size: 80, lr: 6.29e-04
2022-08-22 15:25:41,486 INFO [train.py:927] (0/8) Epoch 5, batch 600, giga_loss[loss=0.2045, simple_loss=0.2976, pruned_loss=0.05575, over 12336.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04502, over 26.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.291, pruned_loss=0.06632, over 2350484.60 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06219, over 16505.93 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06946, over 764777.50 frames. utt_duration=1324 frames, utt_pad_proportion=0.04214, over 2313.92 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2877, pruned_loss=0.06558, over 2296580.68 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06366, over 17531.66 utterances.], batch size: 26, lr: 6.29e-04
2022-08-22 15:27:23,024 INFO [train.py:927] (0/8) Epoch 5, batch 650, giga_loss[loss=0.2385, simple_loss=0.323, pruned_loss=0.07698, over 12370.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02744, over 91.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2954, pruned_loss=0.06766, over 2376917.50 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06865, over 17329.23 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3055, pruned_loss=0.06856, over 815200.58 frames. utt_duration=1336 frames, utt_pad_proportion=0.03964, over 2442.97 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.06731, over 2330938.90 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06997, over 18422.75 utterances.], batch size: 91, lr: 6.29e-04
2022-08-22 15:29:05,809 INFO [train.py:927] (0/8) Epoch 5, batch 700, giga_loss[loss=0.2417, simple_loss=0.3118, pruned_loss=0.08577, over 12193.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02992, over 36.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2994, pruned_loss=0.07028, over 2397833.31 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06875, over 17689.00 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3052, pruned_loss=0.06855, over 847569.27 frames. utt_duration=1337 frames, utt_pad_proportion=0.03921, over 2539.30 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2974, pruned_loss=0.07005, over 2360293.89 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07004, over 18739.04 utterances.], batch size: 36, lr: 6.29e-04
2022-08-22 15:30:49,139 INFO [train.py:927] (0/8) Epoch 5, batch 750, giga_loss[loss=0.2426, simple_loss=0.3308, pruned_loss=0.07723, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3056, pruned_loss=0.0736, over 2414541.31 frames. utt_duration=534.3 frames, utt_pad_proportion=0.07226, over 18128.13 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06848, over 871660.85 frames. utt_duration=1341 frames, utt_pad_proportion=0.03795, over 2603.92 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.304, pruned_loss=0.07355, over 2384154.86 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07343, over 19117.96 utterances.], batch size: 34, lr: 6.29e-04
2022-08-22 15:32:30,684 INFO [train.py:927] (0/8) Epoch 5, batch 800, giga_loss[loss=0.2405, simple_loss=0.3212, pruned_loss=0.0799, over 12164.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03973, over 33.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3099, pruned_loss=0.07469, over 2427882.68 frames. utt_duration=528.7 frames, utt_pad_proportion=0.07201, over 18420.58 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.307, pruned_loss=0.06845, over 911231.44 frames. utt_duration=1348 frames, utt_pad_proportion=0.03616, over 2706.68 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3082, pruned_loss=0.07481, over 2402570.83 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07344, over 19482.46 utterances.], batch size: 33, lr: 6.28e-04
2022-08-22 15:34:12,081 INFO [train.py:927] (0/8) Epoch 5, batch 850, giga_loss[loss=0.227, simple_loss=0.306, pruned_loss=0.07404, over 12386.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02993, over 97.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3104, pruned_loss=0.07377, over 2437713.10 frames. utt_duration=549.1 frames, utt_pad_proportion=0.074, over 17807.11 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3064, pruned_loss=0.0682, over 949445.60 frames. utt_duration=1360 frames, utt_pad_proportion=0.03455, over 2795.09 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.07409, over 2417009.85 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07558, over 18924.47 utterances.], batch size: 97, lr: 6.28e-04
2022-08-22 15:35:53,168 INFO [train.py:927] (0/8) Epoch 5, batch 900, giga_loss[loss=0.2654, simple_loss=0.3342, pruned_loss=0.09826, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3113, pruned_loss=0.07336, over 2445527.33 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06832, over 17212.66 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3066, pruned_loss=0.06815, over 964788.47 frames. utt_duration=1361 frames, utt_pad_proportion=0.03383, over 2838.02 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3105, pruned_loss=0.07367, over 2428859.96 frames. utt_duration=536 frames, utt_pad_proportion=0.07012, over 18177.88 utterances.], batch size: 80, lr: 6.28e-04
2022-08-22 15:37:38,521 INFO [train.py:927] (0/8) Epoch 5, batch 950, giga_loss[loss=0.2558, simple_loss=0.3223, pruned_loss=0.09466, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07672, over 2451003.40 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06894, over 17226.63 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3077, pruned_loss=0.06863, over 994636.40 frames. utt_duration=1328 frames, utt_pad_proportion=0.04341, over 3000.16 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3131, pruned_loss=0.07693, over 2437418.09 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06929, over 18100.27 utterances.], batch size: 91, lr: 6.28e-04
2022-08-22 15:39:20,777 INFO [train.py:927] (0/8) Epoch 5, batch 1000, giga_loss[loss=0.2606, simple_loss=0.337, pruned_loss=0.09214, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03419, over 37.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3152, pruned_loss=0.07901, over 2455949.00 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06914, over 17560.82 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3082, pruned_loss=0.06868, over 1016532.44 frames. utt_duration=1322 frames, utt_pad_proportion=0.04288, over 3079.81 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07928, over 2445100.91 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06961, over 18364.02 utterances.], batch size: 37, lr: 6.28e-04
2022-08-22 15:41:00,725 INFO [train.py:927] (0/8) Epoch 5, batch 1050, giga_loss[loss=0.2378, simple_loss=0.311, pruned_loss=0.08234, over 12301.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03373, over 28.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3136, pruned_loss=0.07857, over 2459572.05 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06937, over 16921.66 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3076, pruned_loss=0.06899, over 1094721.45 frames. utt_duration=1296 frames, utt_pad_proportion=0.05141, over 3382.85 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.0792, over 2449840.17 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06875, over 18003.25 utterances.], batch size: 28, lr: 6.28e-04
2022-08-22 15:42:44,578 INFO [train.py:927] (0/8) Epoch 5, batch 1100, giga_loss[loss=0.2219, simple_loss=0.3082, pruned_loss=0.0678, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04133, over 113.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.07819, over 2462786.05 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06981, over 17171.72 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3089, pruned_loss=0.06963, over 1128397.94 frames. utt_duration=1289 frames, utt_pad_proportion=0.05128, over 3507.03 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.07864, over 2455153.05 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06944, over 18222.67 utterances.], batch size: 113, lr: 6.28e-04
2022-08-22 15:44:20,316 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-106000.pt
2022-08-22 15:44:36,830 INFO [train.py:927] (0/8) Epoch 5, batch 1150, giga_loss[loss=0.2093, simple_loss=0.2879, pruned_loss=0.06534, over 12400.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.309, pruned_loss=0.07615, over 2465349.36 frames. utt_duration=541.6 frames, utt_pad_proportion=0.07512, over 18258.14 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3082, pruned_loss=0.06909, over 1161709.12 frames. utt_duration=1296 frames, utt_pad_proportion=0.04929, over 3588.56 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.309, pruned_loss=0.07691, over 2459013.44 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07514, over 19357.25 utterances.], batch size: 183, lr: 6.27e-04
2022-08-22 15:46:20,840 INFO [train.py:927] (0/8) Epoch 5, batch 1200, giga_loss[loss=0.2371, simple_loss=0.3086, pruned_loss=0.08279, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07081, over 212.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.304, pruned_loss=0.07417, over 2466806.91 frames. utt_duration=534.4 frames, utt_pad_proportion=0.07349, over 18514.79 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3079, pruned_loss=0.06928, over 1193797.05 frames. utt_duration=1306 frames, utt_pad_proportion=0.04744, over 3661.15 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.304, pruned_loss=0.07481, over 2461942.07 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07411, over 19673.06 utterances.], batch size: 212, lr: 6.27e-04
2022-08-22 15:48:03,531 INFO [train.py:927] (0/8) Epoch 5, batch 1250, giga_loss[loss=0.2412, simple_loss=0.3105, pruned_loss=0.08597, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03057, over 42.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.303, pruned_loss=0.07359, over 2468103.56 frames. utt_duration=536 frames, utt_pad_proportion=0.07298, over 18471.64 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3071, pruned_loss=0.0693, over 1237608.99 frames. utt_duration=1312 frames, utt_pad_proportion=0.045, over 3777.20 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3032, pruned_loss=0.07424, over 2464304.47 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07424, over 19770.75 utterances.], batch size: 42, lr: 6.27e-04
2022-08-22 15:49:45,188 INFO [train.py:927] (0/8) Epoch 5, batch 1300, libri_loss[loss=0.23, simple_loss=0.3171, pruned_loss=0.07147, over 12375.00 frames. utt_duration=775 frames, utt_pad_proportion=0.1203, over 64.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3019, pruned_loss=0.07321, over 2469012.60 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06787, over 18427.43 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3063, pruned_loss=0.06913, over 1273905.36 frames. utt_duration=1309 frames, utt_pad_proportion=0.0448, over 3896.69 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3023, pruned_loss=0.07392, over 2466145.54 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06946, over 19767.15 utterances.], batch size: 64, lr: 6.27e-04
2022-08-22 15:51:27,578 INFO [train.py:927] (0/8) Epoch 5, batch 1350, giga_loss[loss=0.2222, simple_loss=0.2974, pruned_loss=0.07352, over 12454.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03425, over 105.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.298, pruned_loss=0.07149, over 2468827.32 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06304, over 17186.82 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.307, pruned_loss=0.06929, over 1303712.38 frames. utt_duration=1300 frames, utt_pad_proportion=0.0451, over 4016.78 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2979, pruned_loss=0.07206, over 2466343.67 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06487, over 18459.99 utterances.], batch size: 105, lr: 6.27e-04
2022-08-22 15:53:10,186 INFO [train.py:927] (0/8) Epoch 5, batch 1400, giga_loss[loss=0.2178, simple_loss=0.2888, pruned_loss=0.0734, over 12416.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.0277, over 58.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2945, pruned_loss=0.06996, over 2469791.69 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05891, over 16726.74 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3075, pruned_loss=0.06965, over 1321081.90 frames. utt_duration=1299 frames, utt_pad_proportion=0.04428, over 4072.29 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2941, pruned_loss=0.07026, over 2467845.79 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06091, over 17853.43 utterances.], batch size: 58, lr: 6.27e-04
2022-08-22 15:54:50,922 INFO [train.py:927] (0/8) Epoch 5, batch 1450, libri_loss[loss=0.225, simple_loss=0.3034, pruned_loss=0.07326, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006285, over 36.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2924, pruned_loss=0.06906, over 2469731.83 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05744, over 16470.18 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3075, pruned_loss=0.06985, over 1371349.87 frames. utt_duration=1308 frames, utt_pad_proportion=0.04161, over 4199.59 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2914, pruned_loss=0.06919, over 2468502.81 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06002, over 17791.90 utterances.], batch size: 36, lr: 6.27e-04
2022-08-22 15:56:30,850 INFO [train.py:927] (0/8) Epoch 5, batch 1500, giga_loss[loss=0.1996, simple_loss=0.2669, pruned_loss=0.06618, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03573, over 40.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2901, pruned_loss=0.06792, over 2470393.55 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05731, over 15660.10 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3079, pruned_loss=0.07016, over 1429997.30 frames. utt_duration=1253 frames, utt_pad_proportion=0.05627, over 4569.89 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2882, pruned_loss=0.06777, over 2469661.70 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05633, over 16998.63 utterances.], batch size: 40, lr: 6.26e-04
2022-08-22 15:58:14,563 INFO [train.py:927] (0/8) Epoch 5, batch 1550, giga_loss[loss=0.299, simple_loss=0.3582, pruned_loss=0.1199, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06191, over 183.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2879, pruned_loss=0.0669, over 2470074.64 frames. utt_duration=651.8 frames, utt_pad_proportion=0.05305, over 15192.17 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3071, pruned_loss=0.06971, over 1455696.34 frames. utt_duration=1255 frames, utt_pad_proportion=0.05585, over 4646.14 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2863, pruned_loss=0.06695, over 2469524.73 frames. utt_duration=602.5 frames, utt_pad_proportion=0.0526, over 16435.19 utterances.], batch size: 183, lr: 6.26e-04
2022-08-22 15:59:59,030 INFO [train.py:927] (0/8) Epoch 5, batch 1600, libri_loss[loss=0.1763, simple_loss=0.2552, pruned_loss=0.04865, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01217, over 28.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2924, pruned_loss=0.07006, over 2470593.57 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05686, over 16283.08 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3068, pruned_loss=0.06962, over 1470433.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05489, over 4670.31 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2912, pruned_loss=0.07016, over 2470561.81 frames. utt_duration=569 frames, utt_pad_proportion=0.05657, over 17412.52 utterances.], batch size: 28, lr: 6.26e-04
2022-08-22 16:01:45,580 INFO [train.py:927] (0/8) Epoch 5, batch 1650, giga_loss[loss=0.1957, simple_loss=0.2647, pruned_loss=0.06338, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04582, over 34.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.2977, pruned_loss=0.0732, over 2471725.43 frames. utt_duration=602 frames, utt_pad_proportion=0.05663, over 16464.85 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06932, over 1495290.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05319, over 4723.03 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2969, pruned_loss=0.07347, over 2471608.52 frames. utt_duration=564 frames, utt_pad_proportion=0.05685, over 17575.88 utterances.], batch size: 34, lr: 6.26e-04
2022-08-22 16:03:24,911 INFO [train.py:927] (0/8) Epoch 5, batch 1700, giga_loss[loss=0.2734, simple_loss=0.3324, pruned_loss=0.1072, over 12348.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3033, pruned_loss=0.07521, over 2472416.85 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06025, over 17034.15 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06868, over 1538104.22 frames. utt_duration=1270 frames, utt_pad_proportion=0.05291, over 4850.45 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3028, pruned_loss=0.07596, over 2472548.94 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06034, over 18290.81 utterances.], batch size: 371, lr: 6.26e-04
2022-08-22 16:05:06,176 INFO [train.py:927] (0/8) Epoch 5, batch 1750, giga_loss[loss=0.2381, simple_loss=0.3162, pruned_loss=0.08002, over 12390.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3102, pruned_loss=0.07864, over 2472881.55 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06112, over 17952.95 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06866, over 1556861.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.05311, over 4926.56 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3099, pruned_loss=0.0794, over 2472813.12 frames. utt_duration=519 frames, utt_pad_proportion=0.06119, over 19112.15 utterances.], batch size: 62, lr: 6.26e-04
2022-08-22 16:06:45,799 INFO [train.py:927] (0/8) Epoch 5, batch 1800, giga_loss[loss=0.2162, simple_loss=0.3059, pruned_loss=0.06326, over 12420.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3088, pruned_loss=0.07666, over 2472951.74 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06011, over 18005.62 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.305, pruned_loss=0.06872, over 1579435.30 frames. utt_duration=1273 frames, utt_pad_proportion=0.05162, over 4967.98 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07743, over 2472962.03 frames. utt_duration=517 frames, utt_pad_proportion=0.06063, over 19189.03 utterances.], batch size: 113, lr: 6.26e-04
2022-08-22 16:08:28,687 INFO [train.py:927] (0/8) Epoch 5, batch 1850, giga_loss[loss=0.1852, simple_loss=0.2695, pruned_loss=0.05041, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04818, over 26.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.07564, over 2473268.81 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06169, over 17862.27 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3048, pruned_loss=0.06859, over 1588177.03 frames. utt_duration=1279 frames, utt_pad_proportion=0.05129, over 4973.29 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3085, pruned_loss=0.07639, over 2473447.60 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06213, over 18914.21 utterances.], batch size: 26, lr: 6.25e-04
2022-08-22 16:10:10,750 INFO [train.py:927] (0/8) Epoch 5, batch 1900, giga_loss[loss=0.2142, simple_loss=0.2985, pruned_loss=0.06496, over 12240.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05596, over 26.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07675, over 2472912.24 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05778, over 17494.26 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3051, pruned_loss=0.06893, over 1601371.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05039, over 5008.53 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3108, pruned_loss=0.07725, over 2473066.27 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05859, over 18462.77 utterances.], batch size: 26, lr: 6.25e-04
2022-08-22 16:11:55,874 INFO [train.py:927] (0/8) Epoch 5, batch 1950, giga_loss[loss=0.2374, simple_loss=0.3152, pruned_loss=0.07979, over 12383.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03898, over 145.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3128, pruned_loss=0.07786, over 2473628.45 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05612, over 17264.97 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3045, pruned_loss=0.06861, over 1631040.40 frames. utt_duration=1288 frames, utt_pad_proportion=0.04863, over 5069.26 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07872, over 2474110.28 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05737, over 18373.93 utterances.], batch size: 145, lr: 6.25e-04
2022-08-22 16:13:39,276 INFO [train.py:927] (0/8) Epoch 5, batch 2000, giga_loss[loss=0.2444, simple_loss=0.3186, pruned_loss=0.08509, over 12456.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.03034, over 80.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.315, pruned_loss=0.08019, over 2473375.44 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05835, over 17674.62 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3047, pruned_loss=0.06876, over 1639304.40 frames. utt_duration=1288 frames, utt_pad_proportion=0.04821, over 5096.47 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08087, over 2473884.96 frames. utt_duration=532.3 frames, utt_pad_proportion=0.05937, over 18642.50 utterances.], batch size: 80, lr: 6.25e-04
2022-08-22 16:15:20,783 INFO [train.py:927] (0/8) Epoch 5, batch 2050, giga_loss[loss=0.2538, simple_loss=0.3337, pruned_loss=0.08698, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0438, over 114.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3169, pruned_loss=0.08024, over 2473227.22 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05549, over 17180.53 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.306, pruned_loss=0.06921, over 1663966.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.0466, over 5168.57 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3167, pruned_loss=0.08084, over 2473667.01 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05699, over 18225.31 utterances.], batch size: 114, lr: 6.25e-04
2022-08-22 16:17:04,189 INFO [train.py:927] (0/8) Epoch 5, batch 2100, giga_loss[loss=0.2325, simple_loss=0.3189, pruned_loss=0.07303, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0469, over 26.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3166, pruned_loss=0.07954, over 2473324.79 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05815, over 16743.93 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3058, pruned_loss=0.06906, over 1699379.31 frames. utt_duration=1298 frames, utt_pad_proportion=0.04444, over 5242.67 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3171, pruned_loss=0.08057, over 2473919.54 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06004, over 18016.38 utterances.], batch size: 26, lr: 6.25e-04
2022-08-22 16:18:46,020 INFO [train.py:927] (0/8) Epoch 5, batch 2150, giga_loss[loss=0.2499, simple_loss=0.3189, pruned_loss=0.09049, over 12433.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.0324, over 80.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07978, over 2473325.28 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06035, over 16927.58 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3056, pruned_loss=0.06912, over 1714628.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04354, over 5267.59 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3163, pruned_loss=0.08074, over 2473889.24 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06207, over 18115.55 utterances.], batch size: 80, lr: 6.25e-04
2022-08-22 16:20:31,726 INFO [train.py:927] (0/8) Epoch 5, batch 2200, giga_loss[loss=0.2704, simple_loss=0.3374, pruned_loss=0.1017, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04785, over 34.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07994, over 2472463.56 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06313, over 16487.28 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3054, pruned_loss=0.06902, over 1729352.22 frames. utt_duration=1308 frames, utt_pad_proportion=0.04263, over 5295.10 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3157, pruned_loss=0.08096, over 2473218.16 frames. utt_duration=563 frames, utt_pad_proportion=0.06477, over 17619.15 utterances.], batch size: 34, lr: 6.24e-04
2022-08-22 16:22:13,042 INFO [train.py:927] (0/8) Epoch 5, batch 2250, giga_loss[loss=0.2405, simple_loss=0.3118, pruned_loss=0.08458, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07993, over 2471677.67 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05978, over 15962.00 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3054, pruned_loss=0.06889, over 1740597.82 frames. utt_duration=1311 frames, utt_pad_proportion=0.04194, over 5315.56 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3162, pruned_loss=0.08096, over 2472137.05 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0616, over 16980.85 utterances.], batch size: 113, lr: 6.24e-04
2022-08-22 16:23:57,303 INFO [train.py:927] (0/8) Epoch 5, batch 2300, giga_loss[loss=0.273, simple_loss=0.3439, pruned_loss=0.101, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02724, over 54.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3151, pruned_loss=0.07963, over 2471112.71 frames. utt_duration=660.2 frames, utt_pad_proportion=0.05549, over 15005.25 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.305, pruned_loss=0.06883, over 1758161.00 frames. utt_duration=1318 frames, utt_pad_proportion=0.04089, over 5342.43 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3163, pruned_loss=0.08073, over 2471996.61 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05774, over 16028.49 utterances.], batch size: 54, lr: 6.24e-04
2022-08-22 16:25:40,233 INFO [train.py:927] (0/8) Epoch 5, batch 2350, giga_loss[loss=0.217, simple_loss=0.2986, pruned_loss=0.0677, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3142, pruned_loss=0.07936, over 2471692.02 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05716, over 15297.90 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3053, pruned_loss=0.06923, over 1792753.15 frames. utt_duration=1324 frames, utt_pad_proportion=0.03908, over 5422.48 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3154, pruned_loss=0.0805, over 2472700.45 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05968, over 16520.66 utterances.], batch size: 122, lr: 6.24e-04
2022-08-22 16:27:24,250 INFO [train.py:927] (0/8) Epoch 5, batch 2400, libri_loss[loss=0.2352, simple_loss=0.3062, pruned_loss=0.08212, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007537, over 37.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3118, pruned_loss=0.07803, over 2472442.90 frames. utt_duration=639.2 frames, utt_pad_proportion=0.05929, over 15508.00 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3052, pruned_loss=0.06933, over 1813113.10 frames. utt_duration=1308 frames, utt_pad_proportion=0.04485, over 5550.02 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3131, pruned_loss=0.07913, over 2473040.24 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05984, over 16648.63 utterances.], batch size: 37, lr: 6.24e-04
2022-08-22 16:29:06,684 INFO [train.py:927] (0/8) Epoch 5, batch 2450, giga_loss[loss=0.2156, simple_loss=0.3019, pruned_loss=0.06468, over 12377.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03931, over 145.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3102, pruned_loss=0.07718, over 2472825.59 frames. utt_duration=630.5 frames, utt_pad_proportion=0.0614, over 15725.25 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3056, pruned_loss=0.06953, over 1829657.90 frames. utt_duration=1306 frames, utt_pad_proportion=0.04422, over 5610.77 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3111, pruned_loss=0.07811, over 2473086.18 frames. utt_duration=590 frames, utt_pad_proportion=0.06211, over 16810.15 utterances.], batch size: 145, lr: 6.24e-04
2022-08-22 16:30:46,582 INFO [train.py:927] (0/8) Epoch 5, batch 2500, giga_loss[loss=0.1896, simple_loss=0.27, pruned_loss=0.0546, over 12410.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.039, over 40.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.307, pruned_loss=0.07609, over 2473224.01 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06931, over 16366.65 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3058, pruned_loss=0.06979, over 1848639.13 frames. utt_duration=1313 frames, utt_pad_proportion=0.04291, over 5639.07 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3076, pruned_loss=0.07685, over 2473531.92 frames. utt_duration=567.2 frames, utt_pad_proportion=0.07, over 17489.64 utterances.], batch size: 40, lr: 6.24e-04
2022-08-22 16:32:27,591 INFO [train.py:927] (0/8) Epoch 5, batch 2550, giga_loss[loss=0.1904, simple_loss=0.2701, pruned_loss=0.05534, over 12415.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02764, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3042, pruned_loss=0.07507, over 2473989.37 frames. utt_duration=596.9 frames, utt_pad_proportion=0.0676, over 16621.12 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3064, pruned_loss=0.07008, over 1857980.80 frames. utt_duration=1308 frames, utt_pad_proportion=0.04334, over 5690.22 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3043, pruned_loss=0.07556, over 2474230.52 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06827, over 17601.81 utterances.], batch size: 58, lr: 6.23e-04
2022-08-22 16:34:08,207 INFO [train.py:927] (0/8) Epoch 5, batch 2600, giga_loss[loss=0.2228, simple_loss=0.3098, pruned_loss=0.06786, over 12356.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3087, pruned_loss=0.07631, over 2474647.98 frames. utt_duration=563 frames, utt_pad_proportion=0.069, over 17627.81 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3105, pruned_loss=0.07054, over 1876436.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.04267, over 5770.41 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3058, pruned_loss=0.07653, over 2474663.66 frames. utt_duration=532 frames, utt_pad_proportion=0.06993, over 18658.81 utterances.], batch size: 91, lr: 6.23e-04
2022-08-22 16:35:50,568 INFO [train.py:927] (0/8) Epoch 5, batch 2650, giga_loss[loss=0.2313, simple_loss=0.3159, pruned_loss=0.07341, over 12408.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03582, over 113.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3092, pruned_loss=0.07581, over 2474979.40 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06289, over 17398.32 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3106, pruned_loss=0.07045, over 1882165.43 frames. utt_duration=1306 frames, utt_pad_proportion=0.04252, over 5772.71 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3069, pruned_loss=0.07608, over 2475182.94 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06404, over 18301.35 utterances.], batch size: 113, lr: 6.23e-04
2022-08-22 16:37:33,534 INFO [train.py:927] (0/8) Epoch 5, batch 2700, giga_loss[loss=0.2158, simple_loss=0.3037, pruned_loss=0.064, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04034, over 145.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07462, over 2475072.81 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06121, over 17913.40 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3108, pruned_loss=0.07048, over 1888023.40 frames. utt_duration=1309 frames, utt_pad_proportion=0.04213, over 5777.97 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3067, pruned_loss=0.07486, over 2475274.19 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06234, over 18721.24 utterances.], batch size: 145, lr: 6.23e-04
2022-08-22 16:39:16,598 INFO [train.py:927] (0/8) Epoch 5, batch 2750, giga_loss[loss=0.1943, simple_loss=0.2815, pruned_loss=0.05355, over 12392.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.0297, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07457, over 2475099.06 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06265, over 18461.18 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3111, pruned_loss=0.0707, over 1908162.41 frames. utt_duration=1293 frames, utt_pad_proportion=0.04698, over 5908.30 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3068, pruned_loss=0.07474, over 2475330.65 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06238, over 19367.76 utterances.], batch size: 51, lr: 6.23e-04
2022-08-22 16:40:59,257 INFO [train.py:927] (0/8) Epoch 5, batch 2800, giga_loss[loss=0.2402, simple_loss=0.3242, pruned_loss=0.0781, over 12357.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.0747, over 2474710.89 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05905, over 17768.49 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3111, pruned_loss=0.07067, over 1921960.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04606, over 5938.43 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3072, pruned_loss=0.07492, over 2475100.05 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05937, over 18739.91 utterances.], batch size: 70, lr: 6.23e-04
2022-08-22 16:42:41,159 INFO [train.py:927] (0/8) Epoch 5, batch 2850, giga_loss[loss=0.3278, simple_loss=0.3752, pruned_loss=0.1402, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3109, pruned_loss=0.07555, over 2474623.77 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06019, over 18018.43 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3112, pruned_loss=0.07072, over 1943946.71 frames. utt_duration=1285 frames, utt_pad_proportion=0.04988, over 6059.41 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3095, pruned_loss=0.07585, over 2474695.82 frames. utt_duration=519.4 frames, utt_pad_proportion=0.05949, over 19113.07 utterances.], batch size: 259, lr: 6.22e-04
2022-08-22 16:44:21,523 INFO [train.py:927] (0/8) Epoch 5, batch 2900, giga_loss[loss=0.2384, simple_loss=0.3223, pruned_loss=0.07721, over 12440.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.0409, over 146.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3118, pruned_loss=0.07551, over 2474812.97 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05794, over 17634.72 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3119, pruned_loss=0.07123, over 1964745.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.05421, over 6224.90 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3102, pruned_loss=0.07553, over 2474911.23 frames. utt_duration=528.5 frames, utt_pad_proportion=0.05621, over 18786.31 utterances.], batch size: 146, lr: 6.22e-04
2022-08-22 16:46:04,183 INFO [train.py:927] (0/8) Epoch 5, batch 2950, giga_loss[loss=0.2091, simple_loss=0.2934, pruned_loss=0.06237, over 12364.00 frames. utt_duration=583 frames, utt_pad_proportion=0.0315, over 85.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3116, pruned_loss=0.0755, over 2474701.59 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05796, over 17649.42 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3122, pruned_loss=0.07131, over 1967313.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05394, over 6227.78 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07549, over 2474764.33 frames. utt_duration=533.9 frames, utt_pad_proportion=0.05667, over 18592.78 utterances.], batch size: 85, lr: 6.22e-04
2022-08-22 16:47:44,430 INFO [train.py:927] (0/8) Epoch 5, batch 3000, giga_loss[loss=0.2197, simple_loss=0.2923, pruned_loss=0.07353, over 12427.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0386, over 37.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3106, pruned_loss=0.07548, over 2473705.59 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05806, over 17353.68 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3129, pruned_loss=0.0715, over 1979396.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05271, over 6237.05 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07541, over 2474180.22 frames. utt_duration=540.9 frames, utt_pad_proportion=0.0574, over 18349.27 utterances.], batch size: 37, lr: 6.22e-04
2022-08-22 16:47:44,437 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 16:47:57,667 INFO [train.py:967] (0/8) Epoch 5, validation: loss=0.1969, simple_loss=0.3038, pruned_loss=0.04496, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 16:49:36,100 INFO [train.py:927] (0/8) Epoch 5, batch 3050, giga_loss[loss=0.2101, simple_loss=0.2999, pruned_loss=0.06019, over 12397.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02667, over 70.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.308, pruned_loss=0.07452, over 2473261.20 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06134, over 17288.17 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3125, pruned_loss=0.07151, over 1993595.66 frames. utt_duration=1279 frames, utt_pad_proportion=0.05146, over 6243.01 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3068, pruned_loss=0.07455, over 2474008.87 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06111, over 18368.70 utterances.], batch size: 70, lr: 6.22e-04
2022-08-22 16:51:13,439 INFO [train.py:927] (0/8) Epoch 5, batch 3100, giga_loss[loss=0.2571, simple_loss=0.331, pruned_loss=0.09158, over 12370.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.06612, over 210.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07421, over 2473895.36 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05772, over 17641.61 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3123, pruned_loss=0.07135, over 2005523.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.05031, over 6258.70 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3084, pruned_loss=0.07442, over 2474439.24 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05813, over 18733.12 utterances.], batch size: 210, lr: 6.22e-04
2022-08-22 16:52:42,222 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-108000.pt
2022-08-22 16:52:56,502 INFO [train.py:927] (0/8) Epoch 5, batch 3150, libri_loss[loss=0.2604, simple_loss=0.3266, pruned_loss=0.09712, over 12437.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009958, over 39.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07454, over 2474518.95 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05966, over 18083.60 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3122, pruned_loss=0.07145, over 2017041.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.04927, over 6283.98 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.308, pruned_loss=0.07468, over 2475034.04 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06026, over 19197.30 utterances.], batch size: 39, lr: 6.22e-04
2022-08-22 16:54:37,667 INFO [train.py:927] (0/8) Epoch 5, batch 3200, giga_loss[loss=0.2195, simple_loss=0.3004, pruned_loss=0.06928, over 12396.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.0738, over 2474601.27 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05581, over 17438.64 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3119, pruned_loss=0.07129, over 2028107.39 frames. utt_duration=1286 frames, utt_pad_proportion=0.04925, over 6316.62 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3051, pruned_loss=0.0741, over 2475240.19 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05659, over 18551.89 utterances.], batch size: 133, lr: 6.21e-04
2022-08-22 16:56:14,384 INFO [train.py:927] (0/8) Epoch 5, batch 3250, giga_loss[loss=0.2035, simple_loss=0.2803, pruned_loss=0.0633, over 12312.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3039, pruned_loss=0.07372, over 2474543.34 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05504, over 17598.51 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3115, pruned_loss=0.07135, over 2038584.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.04972, over 6344.68 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3037, pruned_loss=0.07396, over 2475536.13 frames. utt_duration=531.1 frames, utt_pad_proportion=0.0556, over 18697.80 utterances.], batch size: 74, lr: 6.21e-04
2022-08-22 16:57:50,259 INFO [train.py:927] (0/8) Epoch 5, batch 3300, giga_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07703, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06358, over 183.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3005, pruned_loss=0.07204, over 2475091.01 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05195, over 17105.94 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3113, pruned_loss=0.07122, over 2049436.62 frames. utt_duration=1287 frames, utt_pad_proportion=0.04873, over 6374.69 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07237, over 2475821.31 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05293, over 18201.14 utterances.], batch size: 183, lr: 6.21e-04
2022-08-22 16:59:31,847 INFO [train.py:927] (0/8) Epoch 5, batch 3350, giga_loss[loss=0.2038, simple_loss=0.2839, pruned_loss=0.06179, over 12423.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04383, over 31.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07101, over 2474797.12 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05697, over 17694.93 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3113, pruned_loss=0.07125, over 2063823.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05267, over 6466.02 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2978, pruned_loss=0.07128, over 2475638.98 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05644, over 18825.66 utterances.], batch size: 31, lr: 6.21e-04
2022-08-22 17:01:11,044 INFO [train.py:927] (0/8) Epoch 5, batch 3400, giga_loss[loss=0.2367, simple_loss=0.3114, pruned_loss=0.08103, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03308, over 39.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3011, pruned_loss=0.07247, over 2474330.50 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05707, over 17518.55 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3118, pruned_loss=0.07157, over 2071592.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05171, over 6482.61 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3001, pruned_loss=0.07247, over 2475313.50 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05694, over 18585.87 utterances.], batch size: 39, lr: 6.21e-04
2022-08-22 17:02:52,074 INFO [train.py:927] (0/8) Epoch 5, batch 3450, giga_loss[loss=0.2016, simple_loss=0.2823, pruned_loss=0.0605, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3033, pruned_loss=0.07259, over 2473891.60 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05928, over 17728.99 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3116, pruned_loss=0.07135, over 2084844.61 frames. utt_duration=1289 frames, utt_pad_proportion=0.05023, over 6476.82 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3023, pruned_loss=0.07278, over 2475272.36 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05955, over 18945.13 utterances.], batch size: 37, lr: 6.21e-04
2022-08-22 17:04:31,155 INFO [train.py:927] (0/8) Epoch 5, batch 3500, giga_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.08411, over 12376.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.0662, over 210.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.305, pruned_loss=0.07369, over 2473896.84 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05836, over 17234.37 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3115, pruned_loss=0.07126, over 2098077.42 frames. utt_duration=1294 frames, utt_pad_proportion=0.04865, over 6493.89 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3041, pruned_loss=0.07396, over 2475187.58 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05923, over 18540.65 utterances.], batch size: 210, lr: 6.21e-04
2022-08-22 17:06:16,599 INFO [train.py:927] (0/8) Epoch 5, batch 3550, giga_loss[loss=0.2534, simple_loss=0.3318, pruned_loss=0.08746, over 12357.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3101, pruned_loss=0.07766, over 2473874.19 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05913, over 17085.29 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3113, pruned_loss=0.0714, over 2114799.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.05278, over 6580.92 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3094, pruned_loss=0.07794, over 2474781.01 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05866, over 18498.44 utterances.], batch size: 91, lr: 6.20e-04
2022-08-22 17:07:56,604 INFO [train.py:927] (0/8) Epoch 5, batch 3600, giga_loss[loss=0.2738, simple_loss=0.3458, pruned_loss=0.1009, over 12319.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.032, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3189, pruned_loss=0.08333, over 2474589.46 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05851, over 18071.39 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3115, pruned_loss=0.07135, over 2118580.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.05232, over 6583.13 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3181, pruned_loss=0.08367, over 2475121.69 frames. utt_duration=514.8 frames, utt_pad_proportion=0.05837, over 19285.92 utterances.], batch size: 48, lr: 6.20e-04
2022-08-22 17:09:38,430 INFO [train.py:927] (0/8) Epoch 5, batch 3650, giga_loss[loss=0.28, simple_loss=0.3535, pruned_loss=0.1032, over 12344.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03165, over 85.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3266, pruned_loss=0.08941, over 2475044.20 frames. utt_duration=535.1 frames, utt_pad_proportion=0.05942, over 18554.17 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3118, pruned_loss=0.07144, over 2124068.96 frames. utt_duration=1282 frames, utt_pad_proportion=0.05278, over 6633.18 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3259, pruned_loss=0.08981, over 2475320.86 frames. utt_duration=506 frames, utt_pad_proportion=0.05916, over 19625.33 utterances.], batch size: 85, lr: 6.20e-04
2022-08-22 17:11:22,579 INFO [train.py:927] (0/8) Epoch 5, batch 3700, giga_loss[loss=0.3232, simple_loss=0.3724, pruned_loss=0.137, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04251, over 133.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3333, pruned_loss=0.09523, over 2475237.68 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06948, over 20256.16 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3118, pruned_loss=0.07141, over 2129115.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.05212, over 6631.73 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.333, pruned_loss=0.09583, over 2475628.82 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06911, over 21276.52 utterances.], batch size: 133, lr: 6.20e-04
2022-08-22 17:13:07,955 INFO [train.py:927] (0/8) Epoch 5, batch 3750, giga_loss[loss=0.317, simple_loss=0.3672, pruned_loss=0.1334, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03634, over 122.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3386, pruned_loss=0.1005, over 2474659.23 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0766, over 21220.13 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3122, pruned_loss=0.07146, over 2133748.67 frames. utt_duration=1289 frames, utt_pad_proportion=0.05144, over 6629.27 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3383, pruned_loss=0.1013, over 2475433.88 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07626, over 22208.79 utterances.], batch size: 122, lr: 6.20e-04
2022-08-22 17:14:55,178 INFO [train.py:927] (0/8) Epoch 5, batch 3800, giga_loss[loss=0.2783, simple_loss=0.3377, pruned_loss=0.1095, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02713, over 66.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3462, pruned_loss=0.1091, over 2475196.21 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08037, over 22192.79 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3125, pruned_loss=0.07179, over 2140379.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.05062, over 6624.71 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3464, pruned_loss=0.1101, over 2475944.43 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08031, over 23256.57 utterances.], batch size: 66, lr: 6.20e-04
2022-08-22 17:16:39,589 INFO [train.py:927] (0/8) Epoch 5, batch 3850, giga_loss[loss=0.3358, simple_loss=0.3686, pruned_loss=0.1515, over 12371.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3479, pruned_loss=0.1121, over 2475086.64 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08445, over 23214.17 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3122, pruned_loss=0.07182, over 2148616.08 frames. utt_duration=1296 frames, utt_pad_proportion=0.05007, over 6639.68 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.349, pruned_loss=0.1136, over 2475741.93 frames. utt_duration=407.7 frames, utt_pad_proportion=0.08453, over 24375.18 utterances.], batch size: 369, lr: 6.20e-04
2022-08-22 17:18:23,824 INFO [train.py:927] (0/8) Epoch 5, batch 3900, giga_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08562, over 12373.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3462, pruned_loss=0.1097, over 2474122.84 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08346, over 22541.95 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3112, pruned_loss=0.07153, over 2159343.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.04919, over 6640.06 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3489, pruned_loss=0.1124, over 2475096.69 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08409, over 23977.57 utterances.], batch size: 97, lr: 6.19e-04
2022-08-22 17:20:05,109 INFO [train.py:927] (0/8) Epoch 5, batch 3950, giga_loss[loss=0.223, simple_loss=0.3166, pruned_loss=0.06468, over 12332.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03126, over 70.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3462, pruned_loss=0.1085, over 2474944.22 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08267, over 22922.37 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3111, pruned_loss=0.07147, over 2165771.76 frames. utt_duration=1302 frames, utt_pad_proportion=0.04872, over 6660.11 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.349, pruned_loss=0.1113, over 2475571.43 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0835, over 24325.65 utterances.], batch size: 70, lr: 6.19e-04
2022-08-22 17:21:51,473 INFO [train.py:927] (0/8) Epoch 5, batch 4000, giga_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.0609, over 12360.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03184, over 58.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.344, pruned_loss=0.1041, over 2474490.17 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07794, over 21696.56 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3122, pruned_loss=0.07173, over 2173212.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04777, over 6673.62 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3461, pruned_loss=0.1069, over 2475156.29 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07935, over 23136.28 utterances.], batch size: 58, lr: 6.19e-04
2022-08-22 17:23:35,442 INFO [train.py:927] (0/8) Epoch 5, batch 4050, giga_loss[loss=0.2655, simple_loss=0.3307, pruned_loss=0.1002, over 12379.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3454, pruned_loss=0.1015, over 2474135.14 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08092, over 21849.49 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3177, pruned_loss=0.072, over 2183655.82 frames. utt_duration=1291 frames, utt_pad_proportion=0.05143, over 6775.15 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3438, pruned_loss=0.1045, over 2474612.85 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08142, over 23396.62 utterances.], batch size: 91, lr: 6.19e-04
2022-08-22 17:25:15,223 INFO [train.py:927] (0/8) Epoch 5, batch 4100, giga_loss[loss=0.2324, simple_loss=0.3144, pruned_loss=0.07516, over 12399.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02899, over 58.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3421, pruned_loss=0.09929, over 2474767.61 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07619, over 20889.05 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3177, pruned_loss=0.07203, over 2189339.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.05078, over 6786.61 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3413, pruned_loss=0.1022, over 2475231.43 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07724, over 22366.66 utterances.], batch size: 58, lr: 6.19e-04
2022-08-22 17:27:08,602 INFO [train.py:927] (0/8) Epoch 5, batch 4150, libri_loss[loss=0.2385, simple_loss=0.3216, pruned_loss=0.07772, over 12346.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005413, over 33.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3407, pruned_loss=0.09856, over 2474386.47 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07604, over 20669.81 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3179, pruned_loss=0.07211, over 2197739.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.05535, over 6898.32 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3405, pruned_loss=0.1016, over 2474798.54 frames. utt_duration=448.5 frames, utt_pad_proportion=0.076, over 22141.93 utterances.], batch size: 33, lr: 6.19e-04
2022-08-22 17:28:52,271 INFO [train.py:927] (0/8) Epoch 5, batch 4200, giga_loss[loss=0.2058, simple_loss=0.288, pruned_loss=0.06178, over 12386.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04133, over 37.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3398, pruned_loss=0.09628, over 2474649.55 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07484, over 20530.40 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.318, pruned_loss=0.07222, over 2203175.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05436, over 6903.35 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.34, pruned_loss=0.09901, over 2475004.53 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07525, over 21939.91 utterances.], batch size: 37, lr: 6.19e-04
2022-08-22 17:30:39,448 INFO [train.py:927] (0/8) Epoch 5, batch 4250, giga_loss[loss=0.254, simple_loss=0.3296, pruned_loss=0.08919, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03769, over 105.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3392, pruned_loss=0.09646, over 2474588.47 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06968, over 20323.87 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3181, pruned_loss=0.07241, over 2204479.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05524, over 6934.84 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3393, pruned_loss=0.09855, over 2474911.69 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07008, over 21457.12 utterances.], batch size: 105, lr: 6.18e-04
2022-08-22 17:32:26,960 INFO [train.py:927] (0/8) Epoch 5, batch 4300, giga_loss[loss=0.2771, simple_loss=0.3418, pruned_loss=0.1062, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.338, pruned_loss=0.09658, over 2474390.98 frames. utt_duration=473 frames, utt_pad_proportion=0.07051, over 20990.54 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3189, pruned_loss=0.07251, over 2209974.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.05466, over 6949.03 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3378, pruned_loss=0.09858, over 2474540.46 frames. utt_duration=449 frames, utt_pad_proportion=0.07104, over 22116.10 utterances.], batch size: 161, lr: 6.18e-04
2022-08-22 17:34:15,619 INFO [train.py:927] (0/8) Epoch 5, batch 4350, giga_loss[loss=0.2695, simple_loss=0.3492, pruned_loss=0.09493, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3355, pruned_loss=0.09527, over 2473898.95 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07253, over 21114.53 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3184, pruned_loss=0.07231, over 2213536.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05402, over 6938.84 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.336, pruned_loss=0.09736, over 2474388.28 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07314, over 22219.91 utterances.], batch size: 86, lr: 6.18e-04
2022-08-22 17:36:00,260 INFO [train.py:927] (0/8) Epoch 5, batch 4400, giga_loss[loss=0.2303, simple_loss=0.3145, pruned_loss=0.0731, over 12438.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04523, over 34.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3327, pruned_loss=0.09305, over 2474257.94 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07392, over 20492.28 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.318, pruned_loss=0.07218, over 2219796.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.05295, over 6937.41 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3338, pruned_loss=0.09531, over 2474834.02 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07478, over 21686.50 utterances.], batch size: 34, lr: 6.18e-04
2022-08-22 17:37:46,458 INFO [train.py:927] (0/8) Epoch 5, batch 4450, giga_loss[loss=0.2586, simple_loss=0.3324, pruned_loss=0.09242, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03953, over 113.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3303, pruned_loss=0.09202, over 2473878.52 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07515, over 20360.74 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3172, pruned_loss=0.07187, over 2229517.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.05647, over 6993.65 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3324, pruned_loss=0.09484, over 2474586.60 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07506, over 21764.46 utterances.], batch size: 113, lr: 6.18e-04
2022-08-22 17:39:33,954 INFO [train.py:927] (0/8) Epoch 5, batch 4500, giga_loss[loss=0.2395, simple_loss=0.3117, pruned_loss=0.08364, over 12417.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02735, over 58.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3296, pruned_loss=0.09241, over 2474456.57 frames. utt_duration=492 frames, utt_pad_proportion=0.07385, over 20176.42 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3171, pruned_loss=0.0718, over 2233203.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.05574, over 6989.76 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09497, over 2474988.02 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07417, over 21469.92 utterances.], batch size: 58, lr: 6.18e-04
2022-08-22 17:41:18,866 INFO [train.py:927] (0/8) Epoch 5, batch 4550, giga_loss[loss=0.2479, simple_loss=0.314, pruned_loss=0.09094, over 12345.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3271, pruned_loss=0.09141, over 2474341.36 frames. utt_duration=499.1 frames, utt_pad_proportion=0.0689, over 19888.93 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3158, pruned_loss=0.07139, over 2238901.80 frames. utt_duration=1287 frames, utt_pad_proportion=0.05489, over 6965.26 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3299, pruned_loss=0.09426, over 2475045.28 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06976, over 21246.92 utterances.], batch size: 85, lr: 6.18e-04
2022-08-22 17:43:04,101 INFO [train.py:927] (0/8) Epoch 5, batch 4600, libri_loss[loss=0.23, simple_loss=0.3198, pruned_loss=0.07006, over 12327.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01722, over 41.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3265, pruned_loss=0.09115, over 2474305.11 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06802, over 19855.56 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3157, pruned_loss=0.07146, over 2246890.12 frames. utt_duration=1287 frames, utt_pad_proportion=0.05366, over 6991.21 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3293, pruned_loss=0.09405, over 2475011.39 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06928, over 21349.33 utterances.], batch size: 41, lr: 6.18e-04
2022-08-22 17:44:49,218 INFO [train.py:927] (0/8) Epoch 5, batch 4650, giga_loss[loss=0.2893, simple_loss=0.3504, pruned_loss=0.1141, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06666, over 184.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3264, pruned_loss=0.08975, over 2475429.91 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06822, over 19598.00 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3155, pruned_loss=0.07139, over 2254921.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.05231, over 7023.19 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.329, pruned_loss=0.09273, over 2475850.91 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06978, over 21171.41 utterances.], batch size: 184, lr: 6.17e-04
2022-08-22 17:46:33,175 INFO [train.py:927] (0/8) Epoch 5, batch 4700, giga_loss[loss=0.2608, simple_loss=0.3298, pruned_loss=0.09592, over 12364.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04276, over 133.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3275, pruned_loss=0.0905, over 2475540.52 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07169, over 20135.09 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.316, pruned_loss=0.07156, over 2260290.41 frames. utt_duration=1289 frames, utt_pad_proportion=0.0512, over 7023.66 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3295, pruned_loss=0.09314, over 2475958.63 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07313, over 21674.55 utterances.], batch size: 133, lr: 6.17e-04
2022-08-22 17:48:19,767 INFO [train.py:927] (0/8) Epoch 5, batch 4750, giga_loss[loss=0.2373, simple_loss=0.3132, pruned_loss=0.08065, over 12326.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.33, pruned_loss=0.09331, over 2475261.63 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07219, over 20431.22 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3162, pruned_loss=0.07171, over 2264057.79 frames. utt_duration=1289 frames, utt_pad_proportion=0.05067, over 7031.99 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3317, pruned_loss=0.09565, over 2476090.19 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07361, over 21892.57 utterances.], batch size: 58, lr: 6.17e-04
2022-08-22 17:50:03,794 INFO [train.py:927] (0/8) Epoch 5, batch 4800, giga_loss[loss=0.2679, simple_loss=0.3352, pruned_loss=0.1003, over 12345.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02755, over 66.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3329, pruned_loss=0.0967, over 2474613.13 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07539, over 21361.68 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3163, pruned_loss=0.07178, over 2267085.62 frames. utt_duration=1278 frames, utt_pad_proportion=0.05513, over 7103.16 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3344, pruned_loss=0.09882, over 2475360.83 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07518, over 22640.81 utterances.], batch size: 66, lr: 6.17e-04
2022-08-22 17:51:49,953 INFO [train.py:927] (0/8) Epoch 5, batch 4850, giga_loss[loss=0.2457, simple_loss=0.3189, pruned_loss=0.08623, over 12329.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02789, over 74.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3301, pruned_loss=0.09505, over 2474003.70 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07057, over 20386.97 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3161, pruned_loss=0.07169, over 2272855.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05408, over 7109.82 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3319, pruned_loss=0.09748, over 2474917.22 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07115, over 21771.02 utterances.], batch size: 74, lr: 6.17e-04
2022-08-22 17:53:34,353 INFO [train.py:927] (0/8) Epoch 5, batch 4900, giga_loss[loss=0.281, simple_loss=0.3243, pruned_loss=0.1189, over 12386.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.09365, over 2473939.05 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07263, over 20823.70 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3162, pruned_loss=0.07179, over 2275025.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.05363, over 7113.72 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3309, pruned_loss=0.09567, over 2474510.10 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07314, over 22031.80 utterances.], batch size: 259, lr: 6.17e-04
2022-08-22 17:55:21,058 INFO [train.py:927] (0/8) Epoch 5, batch 4950, giga_loss[loss=0.2154, simple_loss=0.2926, pruned_loss=0.06906, over 12439.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0447, over 34.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3278, pruned_loss=0.09273, over 2473312.74 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07374, over 20392.95 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3165, pruned_loss=0.07201, over 2284162.68 frames. utt_duration=1291 frames, utt_pad_proportion=0.05152, over 7085.93 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3292, pruned_loss=0.09511, over 2474247.20 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07498, over 21978.27 utterances.], batch size: 34, lr: 6.17e-04
2022-08-22 17:57:04,379 INFO [train.py:927] (0/8) Epoch 5, batch 5000, giga_loss[loss=0.2918, simple_loss=0.3531, pruned_loss=0.1153, over 12364.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3289, pruned_loss=0.09382, over 2473846.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07585, over 20832.25 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3169, pruned_loss=0.07219, over 2288745.27 frames. utt_duration=1292 frames, utt_pad_proportion=0.05049, over 7094.63 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.33, pruned_loss=0.09604, over 2474696.50 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07714, over 22386.57 utterances.], batch size: 182, lr: 6.16e-04
2022-08-22 17:58:53,156 INFO [train.py:927] (0/8) Epoch 5, batch 5050, giga_loss[loss=0.2436, simple_loss=0.3322, pruned_loss=0.07747, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3322, pruned_loss=0.09393, over 2474216.13 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07768, over 21200.74 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3164, pruned_loss=0.07208, over 2291447.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04991, over 7083.24 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3336, pruned_loss=0.09608, over 2474947.45 frames. utt_duration=439 frames, utt_pad_proportion=0.07883, over 22624.78 utterances.], batch size: 105, lr: 6.16e-04
2022-08-22 18:00:38,292 INFO [train.py:927] (0/8) Epoch 5, batch 5100, giga_loss[loss=0.278, simple_loss=0.3408, pruned_loss=0.1076, over 12458.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3349, pruned_loss=0.09568, over 2474183.84 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07297, over 20865.55 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3162, pruned_loss=0.07207, over 2293762.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.0493, over 7076.02 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3364, pruned_loss=0.09768, over 2475131.04 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07444, over 22180.34 utterances.], batch size: 98, lr: 6.16e-04
2022-08-22 18:02:10,061 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-110000.pt
2022-08-22 18:02:27,388 INFO [train.py:927] (0/8) Epoch 5, batch 5150, libri_loss[loss=0.2029, simple_loss=0.2955, pruned_loss=0.05518, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00662, over 31.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3363, pruned_loss=0.09711, over 2474400.06 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07332, over 20898.39 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.316, pruned_loss=0.07173, over 2298978.99 frames. utt_duration=1302 frames, utt_pad_proportion=0.04822, over 7069.96 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3383, pruned_loss=0.0997, over 2475273.94 frames. utt_duration=444.4 frames, utt_pad_proportion=0.075, over 22350.86 utterances.], batch size: 31, lr: 6.16e-04
2022-08-22 18:04:13,573 INFO [train.py:927] (0/8) Epoch 5, batch 5200, giga_loss[loss=0.2315, simple_loss=0.3107, pruned_loss=0.07615, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02748, over 66.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3344, pruned_loss=0.09662, over 2474566.92 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07337, over 20448.75 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3163, pruned_loss=0.07198, over 2303304.04 frames. utt_duration=1305 frames, utt_pad_proportion=0.04723, over 7070.19 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3362, pruned_loss=0.09904, over 2475262.08 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0752, over 21911.50 utterances.], batch size: 66, lr: 6.16e-04
2022-08-22 18:05:58,800 INFO [train.py:927] (0/8) Epoch 5, batch 5250, giga_loss[loss=0.2525, simple_loss=0.3222, pruned_loss=0.09138, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3334, pruned_loss=0.09651, over 2474752.88 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07715, over 20929.76 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3165, pruned_loss=0.07197, over 2305959.08 frames. utt_duration=1300 frames, utt_pad_proportion=0.0478, over 7102.17 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3348, pruned_loss=0.09875, over 2475202.68 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07838, over 22242.97 utterances.], batch size: 80, lr: 6.16e-04
2022-08-22 18:07:44,757 INFO [train.py:927] (0/8) Epoch 5, batch 5300, giga_loss[loss=0.2407, simple_loss=0.3162, pruned_loss=0.08265, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3334, pruned_loss=0.09745, over 2474819.77 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07946, over 21581.84 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3163, pruned_loss=0.07191, over 2309136.42 frames. utt_duration=1301 frames, utt_pad_proportion=0.04714, over 7108.01 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.335, pruned_loss=0.09973, over 2475336.50 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08068, over 22878.86 utterances.], batch size: 75, lr: 6.16e-04
2022-08-22 18:09:29,419 INFO [train.py:927] (0/8) Epoch 5, batch 5350, giga_loss[loss=0.2568, simple_loss=0.335, pruned_loss=0.08927, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.0439, over 146.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3324, pruned_loss=0.097, over 2475110.07 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07694, over 21793.07 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3161, pruned_loss=0.07217, over 2314608.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.05048, over 7173.91 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3343, pruned_loss=0.09942, over 2475751.78 frames. utt_duration=427.6 frames, utt_pad_proportion=0.0776, over 23240.64 utterances.], batch size: 146, lr: 6.15e-04
2022-08-22 18:11:12,796 INFO [train.py:927] (0/8) Epoch 5, batch 5400, giga_loss[loss=0.2519, simple_loss=0.33, pruned_loss=0.08685, over 12274.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3339, pruned_loss=0.09716, over 2474390.48 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07633, over 21383.70 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3164, pruned_loss=0.07267, over 2320344.86 frames. utt_duration=1285 frames, utt_pad_proportion=0.05328, over 7230.56 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3359, pruned_loss=0.09957, over 2475444.99 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07651, over 23023.46 utterances.], batch size: 54, lr: 6.15e-04
2022-08-22 18:12:58,612 INFO [train.py:927] (0/8) Epoch 5, batch 5450, giga_loss[loss=0.2376, simple_loss=0.3228, pruned_loss=0.07626, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03491, over 105.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3331, pruned_loss=0.097, over 2474558.16 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0774, over 21535.05 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.316, pruned_loss=0.07247, over 2324492.86 frames. utt_duration=1289 frames, utt_pad_proportion=0.0522, over 7219.00 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3354, pruned_loss=0.09973, over 2475775.38 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07793, over 23225.52 utterances.], batch size: 105, lr: 6.15e-04
2022-08-22 18:14:45,300 INFO [train.py:927] (0/8) Epoch 5, batch 5500, giga_loss[loss=0.2788, simple_loss=0.3493, pruned_loss=0.1042, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04371, over 146.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3342, pruned_loss=0.09576, over 2473822.36 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07709, over 21273.90 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3159, pruned_loss=0.0726, over 2329061.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.05521, over 7280.06 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3367, pruned_loss=0.0986, over 2475356.45 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07695, over 23033.91 utterances.], batch size: 146, lr: 6.15e-04
2022-08-22 18:16:27,556 INFO [train.py:927] (0/8) Epoch 5, batch 5550, giga_loss[loss=0.3629, simple_loss=0.4155, pruned_loss=0.1551, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3362, pruned_loss=0.09607, over 2474215.84 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07432, over 20656.21 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3157, pruned_loss=0.07269, over 2335591.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05883, over 7366.87 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3392, pruned_loss=0.09917, over 2475353.82 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07374, over 22534.08 utterances.], batch size: 183, lr: 6.15e-04
2022-08-22 18:18:11,369 INFO [train.py:927] (0/8) Epoch 5, batch 5600, giga_loss[loss=0.3269, simple_loss=0.3809, pruned_loss=0.1365, over 12398.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06917, over 211.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3376, pruned_loss=0.09707, over 2474008.81 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06827, over 19701.49 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3155, pruned_loss=0.07246, over 2339991.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05726, over 7361.17 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3409, pruned_loss=0.1005, over 2475274.62 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06888, over 21620.57 utterances.], batch size: 211, lr: 6.15e-04
2022-08-22 18:19:56,237 INFO [train.py:927] (0/8) Epoch 5, batch 5650, giga_loss[loss=0.246, simple_loss=0.3299, pruned_loss=0.08108, over 12469.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04063, over 34.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3376, pruned_loss=0.0973, over 2473478.76 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07043, over 20167.12 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3154, pruned_loss=0.07241, over 2342224.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.05638, over 7355.04 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3406, pruned_loss=0.1005, over 2474836.51 frames. utt_duration=453 frames, utt_pad_proportion=0.07109, over 21923.40 utterances.], batch size: 34, lr: 6.15e-04
2022-08-22 18:21:40,355 INFO [train.py:927] (0/8) Epoch 5, batch 5700, giga_loss[loss=0.2651, simple_loss=0.3393, pruned_loss=0.09545, over 12441.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03727, over 133.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3369, pruned_loss=0.09504, over 2473445.37 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06769, over 19691.14 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3154, pruned_loss=0.07238, over 2346051.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.055, over 7354.38 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3398, pruned_loss=0.09827, over 2474594.00 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06894, over 21428.59 utterances.], batch size: 133, lr: 6.14e-04
2022-08-22 18:23:27,183 INFO [train.py:927] (0/8) Epoch 5, batch 5750, giga_loss[loss=0.2738, simple_loss=0.3434, pruned_loss=0.1021, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03874, over 113.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3371, pruned_loss=0.09549, over 2472839.80 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07012, over 19661.32 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3147, pruned_loss=0.07226, over 2349966.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.05371, over 7324.42 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3409, pruned_loss=0.09893, over 2474172.21 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07151, over 21484.98 utterances.], batch size: 113, lr: 6.14e-04
2022-08-22 18:25:09,454 INFO [train.py:927] (0/8) Epoch 5, batch 5800, giga_loss[loss=0.2617, simple_loss=0.3305, pruned_loss=0.09648, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02771, over 45.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3368, pruned_loss=0.09636, over 2474001.24 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06904, over 19893.81 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3147, pruned_loss=0.07215, over 2351287.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05426, over 7347.21 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.34, pruned_loss=0.09937, over 2474967.59 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0701, over 21416.83 utterances.], batch size: 45, lr: 6.14e-04
2022-08-22 18:26:55,885 INFO [train.py:927] (0/8) Epoch 5, batch 5850, giga_loss[loss=0.2632, simple_loss=0.3299, pruned_loss=0.09821, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3345, pruned_loss=0.09555, over 2473629.74 frames. utt_duration=508.5 frames, utt_pad_proportion=0.0672, over 19514.48 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3151, pruned_loss=0.07226, over 2353845.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.05434, over 7373.88 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.337, pruned_loss=0.09827, over 2474293.68 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06828, over 20913.97 utterances.], batch size: 91, lr: 6.14e-04
2022-08-22 18:28:40,718 INFO [train.py:927] (0/8) Epoch 5, batch 5900, giga_loss[loss=0.288, simple_loss=0.3527, pruned_loss=0.1116, over 12448.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0377, over 123.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3359, pruned_loss=0.09727, over 2474468.94 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06732, over 20189.77 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.316, pruned_loss=0.07256, over 2356465.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.0589, over 7476.05 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3376, pruned_loss=0.09962, over 2474785.59 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06703, over 21432.68 utterances.], batch size: 123, lr: 6.14e-04
2022-08-22 18:30:24,014 INFO [train.py:927] (0/8) Epoch 5, batch 5950, giga_loss[loss=0.2376, simple_loss=0.314, pruned_loss=0.08057, over 12451.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03648, over 105.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3326, pruned_loss=0.09396, over 2474787.15 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06778, over 20235.00 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3163, pruned_loss=0.07269, over 2358364.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05885, over 7508.80 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3339, pruned_loss=0.09602, over 2474904.03 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06759, over 21365.38 utterances.], batch size: 105, lr: 6.14e-04
2022-08-22 18:32:12,628 INFO [train.py:927] (0/8) Epoch 5, batch 6000, giga_loss[loss=0.2309, simple_loss=0.3093, pruned_loss=0.07627, over 12288.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05323, over 26.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3295, pruned_loss=0.09185, over 2474495.63 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07043, over 20364.05 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3161, pruned_loss=0.07253, over 2360737.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.05766, over 7495.25 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.331, pruned_loss=0.09406, over 2475030.05 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07058, over 21555.98 utterances.], batch size: 26, lr: 6.14e-04
2022-08-22 18:32:12,636 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 18:32:26,449 INFO [train.py:967] (0/8) Epoch 5, validation: loss=0.1958, simple_loss=0.304, pruned_loss=0.04377, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 18:34:11,207 INFO [train.py:927] (0/8) Epoch 5, batch 6050, giga_loss[loss=0.2144, simple_loss=0.294, pruned_loss=0.06734, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04703, over 34.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.08992, over 2475089.91 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07323, over 20049.61 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.316, pruned_loss=0.07247, over 2363692.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05654, over 7489.89 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3275, pruned_loss=0.09215, over 2475395.76 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07364, over 21292.54 utterances.], batch size: 34, lr: 6.13e-04
2022-08-22 18:35:52,608 INFO [train.py:927] (0/8) Epoch 5, batch 6100, giga_loss[loss=0.2482, simple_loss=0.3275, pruned_loss=0.08444, over 12446.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04096, over 114.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3258, pruned_loss=0.089, over 2475096.21 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06835, over 19211.90 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3155, pruned_loss=0.07242, over 2368798.70 frames. utt_duration=1254 frames, utt_pad_proportion=0.05986, over 7562.22 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09164, over 2475648.23 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06823, over 20699.69 utterances.], batch size: 114, lr: 6.13e-04
2022-08-22 18:37:37,331 INFO [train.py:927] (0/8) Epoch 5, batch 6150, giga_loss[loss=0.2413, simple_loss=0.3087, pruned_loss=0.08692, over 12343.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3274, pruned_loss=0.09125, over 2475536.00 frames. utt_duration=479 frames, utt_pad_proportion=0.07904, over 20734.84 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3156, pruned_loss=0.07252, over 2369982.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05946, over 7567.56 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.0934, over 2475855.75 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07857, over 22020.47 utterances.], batch size: 51, lr: 6.13e-04
2022-08-22 18:39:16,830 INFO [train.py:927] (0/8) Epoch 5, batch 6200, giga_loss[loss=0.2792, simple_loss=0.3435, pruned_loss=0.1074, over 12365.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03157, over 97.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3286, pruned_loss=0.09155, over 2475120.95 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07703, over 20155.21 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3164, pruned_loss=0.07265, over 2373921.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05775, over 7560.66 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.09386, over 2475581.80 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07754, over 21666.32 utterances.], batch size: 97, lr: 6.13e-04
2022-08-22 18:41:07,429 INFO [train.py:927] (0/8) Epoch 5, batch 6250, giga_loss[loss=0.2709, simple_loss=0.3368, pruned_loss=0.1025, over 12365.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3293, pruned_loss=0.09224, over 2474392.54 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07668, over 19946.33 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3164, pruned_loss=0.07278, over 2376259.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.06503, over 7701.48 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.09439, over 2474896.86 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07485, over 21299.90 utterances.], batch size: 122, lr: 6.13e-04
2022-08-22 18:42:51,481 INFO [train.py:927] (0/8) Epoch 5, batch 6300, giga_loss[loss=0.2558, simple_loss=0.3284, pruned_loss=0.09155, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03176, over 39.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3305, pruned_loss=0.09348, over 2474285.64 frames. utt_duration=501 frames, utt_pad_proportion=0.07705, over 19813.47 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3168, pruned_loss=0.07318, over 2379363.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06782, over 7783.41 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3315, pruned_loss=0.09548, over 2474933.61 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07469, over 21203.19 utterances.], batch size: 39, lr: 6.13e-04
2022-08-22 18:44:40,565 INFO [train.py:927] (0/8) Epoch 5, batch 6350, giga_loss[loss=0.2382, simple_loss=0.3168, pruned_loss=0.07975, over 12370.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.09332, over 2474545.89 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0753, over 20626.05 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3166, pruned_loss=0.07308, over 2379938.35 frames. utt_duration=1226 frames, utt_pad_proportion=0.0676, over 7773.49 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3329, pruned_loss=0.09505, over 2474970.71 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07366, over 21771.99 utterances.], batch size: 91, lr: 6.13e-04
2022-08-22 18:46:25,240 INFO [train.py:927] (0/8) Epoch 5, batch 6400, giga_loss[loss=0.2497, simple_loss=0.3227, pruned_loss=0.08835, over 12255.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.0256, over 54.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3312, pruned_loss=0.0936, over 2474727.77 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07528, over 20853.15 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3164, pruned_loss=0.07322, over 2381840.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06666, over 7760.15 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3324, pruned_loss=0.09519, over 2475048.44 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07432, over 21986.27 utterances.], batch size: 54, lr: 6.13e-04
2022-08-22 18:48:10,380 INFO [train.py:927] (0/8) Epoch 5, batch 6450, giga_loss[loss=0.2249, simple_loss=0.3042, pruned_loss=0.07281, over 12375.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03054, over 97.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3306, pruned_loss=0.0941, over 2475070.48 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07449, over 21415.83 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3164, pruned_loss=0.07317, over 2383394.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06578, over 7741.94 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3318, pruned_loss=0.09577, over 2475589.25 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07407, over 22564.70 utterances.], batch size: 97, lr: 6.12e-04
2022-08-22 18:49:52,676 INFO [train.py:927] (0/8) Epoch 5, batch 6500, giga_loss[loss=0.3003, simple_loss=0.3582, pruned_loss=0.1212, over 12395.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3301, pruned_loss=0.09419, over 2474752.80 frames. utt_duration=470.1 frames, utt_pad_proportion=0.0747, over 21122.26 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3166, pruned_loss=0.07322, over 2385749.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.06903, over 7821.68 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3312, pruned_loss=0.09596, over 2475093.93 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07355, over 22277.75 utterances.], batch size: 146, lr: 6.12e-04
2022-08-22 18:51:35,411 INFO [train.py:927] (0/8) Epoch 5, batch 6550, giga_loss[loss=0.2263, simple_loss=0.3032, pruned_loss=0.07466, over 12438.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03179, over 80.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3316, pruned_loss=0.09506, over 2475598.58 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06762, over 20288.81 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3166, pruned_loss=0.07328, over 2388780.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.0675, over 7818.20 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.097, over 2475506.94 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06756, over 21559.52 utterances.], batch size: 80, lr: 6.12e-04
2022-08-22 18:53:19,175 INFO [train.py:927] (0/8) Epoch 5, batch 6600, giga_loss[loss=0.2456, simple_loss=0.3106, pruned_loss=0.09026, over 12309.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02605, over 45.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3333, pruned_loss=0.09662, over 2475547.73 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06453, over 20111.62 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.317, pruned_loss=0.0734, over 2390103.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06666, over 7809.98 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3342, pruned_loss=0.09834, over 2475459.38 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0649, over 21284.64 utterances.], batch size: 45, lr: 6.12e-04
2022-08-22 18:55:06,233 INFO [train.py:927] (0/8) Epoch 5, batch 6650, giga_loss[loss=0.267, simple_loss=0.3369, pruned_loss=0.09858, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03249, over 62.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3339, pruned_loss=0.0974, over 2475063.45 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06355, over 20001.47 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3174, pruned_loss=0.07355, over 2391127.08 frames. utt_duration=1225 frames, utt_pad_proportion=0.06642, over 7818.90 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3344, pruned_loss=0.09882, over 2474846.44 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06395, over 21019.86 utterances.], batch size: 62, lr: 6.12e-04
2022-08-22 18:56:48,888 INFO [train.py:927] (0/8) Epoch 5, batch 6700, giga_loss[loss=0.292, simple_loss=0.3539, pruned_loss=0.1151, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.334, pruned_loss=0.0972, over 2474578.41 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06548, over 19969.45 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3176, pruned_loss=0.0737, over 2393758.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06459, over 7790.53 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3349, pruned_loss=0.09901, over 2474651.06 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06629, over 21209.05 utterances.], batch size: 183, lr: 6.12e-04
2022-08-22 18:58:30,766 INFO [train.py:927] (0/8) Epoch 5, batch 6750, libri_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.05165, over 12236.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005664, over 31.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3341, pruned_loss=0.09691, over 2474201.20 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0629, over 19312.47 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3171, pruned_loss=0.07347, over 2395320.38 frames. utt_duration=1235 frames, utt_pad_proportion=0.06335, over 7770.01 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3355, pruned_loss=0.09907, over 2474632.20 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06412, over 20583.49 utterances.], batch size: 31, lr: 6.12e-04
2022-08-22 19:00:13,856 INFO [train.py:927] (0/8) Epoch 5, batch 6800, giga_loss[loss=0.3297, simple_loss=0.3889, pruned_loss=0.1353, over 12415.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03894, over 133.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3344, pruned_loss=0.09687, over 2474591.12 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06222, over 19022.46 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3168, pruned_loss=0.07334, over 2398645.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.06115, over 7746.69 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3366, pruned_loss=0.09971, over 2475091.11 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06402, over 20539.46 utterances.], batch size: 133, lr: 6.11e-04
2022-08-22 19:01:53,982 INFO [train.py:927] (0/8) Epoch 5, batch 6850, giga_loss[loss=0.2445, simple_loss=0.3186, pruned_loss=0.08519, over 12339.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.0325, over 51.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3355, pruned_loss=0.0973, over 2474326.41 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06354, over 19623.18 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3171, pruned_loss=0.07357, over 2399606.76 frames. utt_duration=1241 frames, utt_pad_proportion=0.06042, over 7741.52 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3372, pruned_loss=0.09967, over 2474879.07 frames. utt_duration=473 frames, utt_pad_proportion=0.06513, over 20993.16 utterances.], batch size: 51, lr: 6.11e-04
2022-08-22 19:03:34,951 INFO [train.py:927] (0/8) Epoch 5, batch 6900, libri_loss[loss=0.2465, simple_loss=0.3259, pruned_loss=0.08356, over 12200.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007114, over 31.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3334, pruned_loss=0.09579, over 2473548.10 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06443, over 19770.53 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3166, pruned_loss=0.07337, over 2401811.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05893, over 7701.92 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3357, pruned_loss=0.09858, over 2474342.64 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06613, over 21278.22 utterances.], batch size: 31, lr: 6.11e-04
2022-08-22 19:05:13,593 INFO [train.py:927] (0/8) Epoch 5, batch 6950, giga_loss[loss=0.3234, simple_loss=0.3658, pruned_loss=0.1406, over 12340.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3333, pruned_loss=0.09558, over 2472823.60 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06734, over 19837.88 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3159, pruned_loss=0.07308, over 2403874.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05744, over 7671.62 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3363, pruned_loss=0.09879, over 2473837.71 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06904, over 21459.84 utterances.], batch size: 368, lr: 6.11e-04
2022-08-22 19:06:59,396 INFO [train.py:927] (0/8) Epoch 5, batch 7000, giga_loss[loss=0.2559, simple_loss=0.3269, pruned_loss=0.09247, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03599, over 40.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3346, pruned_loss=0.0978, over 2474232.25 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07444, over 21016.77 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.0728, over 2405828.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05637, over 7645.20 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3378, pruned_loss=0.1011, over 2474832.10 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07563, over 22604.07 utterances.], batch size: 40, lr: 6.11e-04
2022-08-22 19:08:43,199 INFO [train.py:927] (0/8) Epoch 5, batch 7050, giga_loss[loss=0.2943, simple_loss=0.355, pruned_loss=0.1168, over 12406.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3359, pruned_loss=0.09831, over 2475079.54 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07053, over 20598.06 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3161, pruned_loss=0.07295, over 2407353.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.05621, over 7669.14 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3382, pruned_loss=0.1012, over 2475411.90 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0719, over 22067.01 utterances.], batch size: 133, lr: 6.11e-04
2022-08-22 19:10:24,629 INFO [train.py:927] (0/8) Epoch 5, batch 7100, giga_loss[loss=0.3063, simple_loss=0.3502, pruned_loss=0.1312, over 12350.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1999, over 367.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3343, pruned_loss=0.09662, over 2475115.43 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07356, over 20331.00 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3165, pruned_loss=0.07322, over 2410319.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06413, over 7846.07 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3365, pruned_loss=0.09965, over 2475094.25 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07204, over 21825.14 utterances.], batch size: 367, lr: 6.11e-04
2022-08-22 19:11:53,143 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-112000.pt
2022-08-22 19:12:11,376 INFO [train.py:927] (0/8) Epoch 5, batch 7150, giga_loss[loss=0.2681, simple_loss=0.3436, pruned_loss=0.09631, over 12382.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02984, over 85.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3338, pruned_loss=0.09609, over 2475285.56 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07602, over 20293.95 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3162, pruned_loss=0.07321, over 2412774.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.06681, over 7900.39 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3365, pruned_loss=0.09937, over 2475362.07 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07381, over 21893.98 utterances.], batch size: 85, lr: 6.10e-04
2022-08-22 19:13:54,007 INFO [train.py:927] (0/8) Epoch 5, batch 7200, giga_loss[loss=0.2661, simple_loss=0.3286, pruned_loss=0.1018, over 12112.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04497, over 33.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3328, pruned_loss=0.09535, over 2474898.25 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07295, over 20022.14 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3158, pruned_loss=0.07298, over 2413939.48 frames. utt_duration=1224 frames, utt_pad_proportion=0.06592, over 7898.87 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3356, pruned_loss=0.09866, over 2475286.59 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07169, over 21567.28 utterances.], batch size: 33, lr: 6.10e-04
2022-08-22 19:15:41,232 INFO [train.py:927] (0/8) Epoch 5, batch 7250, giga_loss[loss=0.2409, simple_loss=0.3153, pruned_loss=0.0832, over 12371.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03189, over 62.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3302, pruned_loss=0.0946, over 2474655.41 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07614, over 20269.70 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.07276, over 2414472.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06547, over 7881.94 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3329, pruned_loss=0.09756, over 2475017.30 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07512, over 21599.03 utterances.], batch size: 62, lr: 6.10e-04
2022-08-22 19:17:26,054 INFO [train.py:927] (0/8) Epoch 5, batch 7300, giga_loss[loss=0.2409, simple_loss=0.3147, pruned_loss=0.08359, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03071, over 58.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3276, pruned_loss=0.0934, over 2474997.19 frames. utt_duration=490 frames, utt_pad_proportion=0.07353, over 20265.89 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.315, pruned_loss=0.07253, over 2416124.70 frames. utt_duration=1229 frames, utt_pad_proportion=0.06476, over 7870.33 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3304, pruned_loss=0.09652, over 2475403.52 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07317, over 21663.75 utterances.], batch size: 58, lr: 6.10e-04
2022-08-22 19:19:12,714 INFO [train.py:927] (0/8) Epoch 5, batch 7350, giga_loss[loss=0.2308, simple_loss=0.3086, pruned_loss=0.07652, over 12390.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.0429, over 37.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3272, pruned_loss=0.09306, over 2475176.96 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07053, over 20292.25 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3153, pruned_loss=0.07253, over 2416825.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.064, over 7855.34 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3294, pruned_loss=0.0958, over 2475653.86 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0707, over 21573.01 utterances.], batch size: 37, lr: 6.10e-04
2022-08-22 19:20:57,126 INFO [train.py:927] (0/8) Epoch 5, batch 7400, libri_loss[loss=0.25, simple_loss=0.34, pruned_loss=0.08005, over 12403.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03819, over 46.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3267, pruned_loss=0.09044, over 2475755.84 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07188, over 21412.94 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.316, pruned_loss=0.07281, over 2418255.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06716, over 7932.84 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3281, pruned_loss=0.09282, over 2476156.69 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07106, over 22667.68 utterances.], batch size: 46, lr: 6.10e-04
2022-08-22 19:22:40,699 INFO [train.py:927] (0/8) Epoch 5, batch 7450, libri_loss[loss=0.167, simple_loss=0.253, pruned_loss=0.04054, over 12238.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04648, over 27.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3242, pruned_loss=0.08751, over 2475778.40 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07393, over 22748.97 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3151, pruned_loss=0.07237, over 2419835.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.0656, over 7891.67 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3265, pruned_loss=0.09033, over 2476496.64 frames. utt_duration=410 frames, utt_pad_proportion=0.07376, over 24243.86 utterances.], batch size: 27, lr: 6.10e-04
2022-08-22 19:24:23,911 INFO [train.py:927] (0/8) Epoch 5, batch 7500, giga_loss[loss=0.2176, simple_loss=0.318, pruned_loss=0.0586, over 12405.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02834, over 58.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3224, pruned_loss=0.08448, over 2475734.48 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07264, over 22805.57 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3145, pruned_loss=0.07222, over 2421120.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06417, over 7849.38 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3251, pruned_loss=0.08726, over 2476667.18 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07306, over 24471.37 utterances.], batch size: 58, lr: 6.10e-04
2022-08-22 19:26:05,732 INFO [train.py:927] (0/8) Epoch 5, batch 7550, giga_loss[loss=0.2147, simple_loss=0.2964, pruned_loss=0.06647, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0368, over 37.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.322, pruned_loss=0.08273, over 2475412.44 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07358, over 22794.86 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3151, pruned_loss=0.07255, over 2422480.68 frames. utt_duration=1224 frames, utt_pad_proportion=0.06688, over 7925.20 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3238, pruned_loss=0.08498, over 2476404.39 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07323, over 24472.94 utterances.], batch size: 37, lr: 6.09e-04
2022-08-22 19:27:47,741 INFO [train.py:927] (0/8) Epoch 5, batch 7600, giga_loss[loss=0.2546, simple_loss=0.3212, pruned_loss=0.09399, over 12364.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3192, pruned_loss=0.08018, over 2475485.44 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07071, over 22874.67 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3148, pruned_loss=0.07222, over 2423764.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06524, over 7893.50 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.321, pruned_loss=0.08255, over 2476755.08 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07113, over 24718.05 utterances.], batch size: 257, lr: 6.09e-04
2022-08-22 19:29:31,124 INFO [train.py:927] (0/8) Epoch 5, batch 7650, giga_loss[loss=0.2262, simple_loss=0.3143, pruned_loss=0.06908, over 12318.00 frames. utt_duration=796 frames, utt_pad_proportion=0.034, over 62.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3179, pruned_loss=0.07889, over 2475753.55 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06892, over 23260.60 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3152, pruned_loss=0.07241, over 2424459.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06472, over 7894.54 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08066, over 2476594.65 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06952, over 24845.78 utterances.], batch size: 62, lr: 6.09e-04
2022-08-22 19:31:13,736 INFO [train.py:927] (0/8) Epoch 5, batch 7700, giga_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.06484, over 12318.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02517, over 45.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3154, pruned_loss=0.07652, over 2475631.22 frames. utt_duration=428.3 frames, utt_pad_proportion=0.0688, over 23197.83 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3155, pruned_loss=0.07241, over 2424797.79 frames. utt_duration=1232 frames, utt_pad_proportion=0.06396, over 7879.20 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.316, pruned_loss=0.07799, over 2476693.11 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06955, over 24678.75 utterances.], batch size: 45, lr: 6.09e-04
2022-08-22 19:32:56,212 INFO [train.py:927] (0/8) Epoch 5, batch 7750, giga_loss[loss=0.2114, simple_loss=0.2993, pruned_loss=0.0617, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3109, pruned_loss=0.07408, over 2476040.24 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07436, over 24234.45 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3154, pruned_loss=0.07233, over 2425018.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.06372, over 7872.80 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3115, pruned_loss=0.07531, over 2476899.04 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07473, over 25463.66 utterances.], batch size: 75, lr: 6.09e-04
2022-08-22 19:34:41,289 INFO [train.py:927] (0/8) Epoch 5, batch 7800, giga_loss[loss=0.2106, simple_loss=0.3025, pruned_loss=0.0594, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3093, pruned_loss=0.07337, over 2475669.71 frames. utt_duration=404 frames, utt_pad_proportion=0.07502, over 24602.53 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3159, pruned_loss=0.07254, over 2425580.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.06298, over 7865.79 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07419, over 2476522.29 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07552, over 25793.64 utterances.], batch size: 75, lr: 6.09e-04
2022-08-22 19:36:41,338 INFO [train.py:927] (0/8) Epoch 5, batch 7850, giga_loss[loss=0.2177, simple_loss=0.3005, pruned_loss=0.06752, over 12436.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3107, pruned_loss=0.07259, over 2475489.33 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07409, over 24707.68 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3167, pruned_loss=0.07265, over 2425950.65 frames. utt_duration=1239 frames, utt_pad_proportion=0.06235, over 7838.93 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3101, pruned_loss=0.07316, over 2476519.59 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07472, over 25908.58 utterances.], batch size: 105, lr: 6.09e-04
2022-08-22 19:38:40,017 INFO [train.py:927] (0/8) Epoch 5, batch 7900, giga_loss[loss=0.1821, simple_loss=0.2747, pruned_loss=0.04479, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03735, over 37.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3091, pruned_loss=0.07154, over 2476278.97 frames. utt_duration=405 frames, utt_pad_proportion=0.0721, over 24541.86 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3166, pruned_loss=0.07265, over 2426158.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06208, over 7835.73 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3086, pruned_loss=0.07199, over 2477115.71 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07275, over 25549.71 utterances.], batch size: 37, lr: 6.08e-04
2022-08-22 19:40:45,457 INFO [train.py:927] (0/8) Epoch 5, batch 7950, libri_loss[loss=0.1871, simple_loss=0.2716, pruned_loss=0.05125, over 12482.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.006364, over 29.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3076, pruned_loss=0.06969, over 2476290.33 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06919, over 24068.68 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3162, pruned_loss=0.07252, over 2426942.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06124, over 7800.25 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3074, pruned_loss=0.07014, over 2477133.77 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07011, over 25203.99 utterances.], batch size: 29, lr: 6.08e-04
2022-08-22 19:42:45,373 INFO [train.py:927] (0/8) Epoch 5, batch 8000, giga_loss[loss=0.2485, simple_loss=0.3161, pruned_loss=0.09045, over 12427.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06856, over 213.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3055, pruned_loss=0.06933, over 2476618.22 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06662, over 24185.96 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3162, pruned_loss=0.07262, over 2427926.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.06026, over 7776.50 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3052, pruned_loss=0.06953, over 2477497.42 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06778, over 25482.67 utterances.], batch size: 213, lr: 6.08e-04
2022-08-22 19:44:40,691 INFO [train.py:927] (0/8) Epoch 5, batch 8050, giga_loss[loss=0.2335, simple_loss=0.3211, pruned_loss=0.07298, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03817, over 113.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3051, pruned_loss=0.06911, over 2477176.04 frames. utt_duration=418 frames, utt_pad_proportion=0.06547, over 23776.03 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3157, pruned_loss=0.07241, over 2428493.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.05938, over 7751.14 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.0694, over 2478247.25 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06675, over 25125.18 utterances.], batch size: 113, lr: 6.08e-04
2022-08-22 19:46:57,018 INFO [train.py:927] (0/8) Epoch 5, batch 8100, giga_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05591, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3049, pruned_loss=0.06827, over 2477337.85 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06687, over 24438.22 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3153, pruned_loss=0.07217, over 2428782.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05896, over 7730.03 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.305, pruned_loss=0.06865, over 2478552.24 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06794, over 25728.36 utterances.], batch size: 146, lr: 6.08e-04
2022-08-22 19:48:58,768 INFO [train.py:927] (0/8) Epoch 5, batch 8150, giga_loss[loss=0.2223, simple_loss=0.3156, pruned_loss=0.06447, over 12264.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3059, pruned_loss=0.06924, over 2477483.19 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06553, over 24453.13 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3154, pruned_loss=0.07216, over 2429657.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.05813, over 7727.49 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3058, pruned_loss=0.06949, over 2478536.38 frames. utt_duration=386 frames, utt_pad_proportion=0.0667, over 25766.21 utterances.], batch size: 45, lr: 6.08e-04
2022-08-22 19:51:01,922 INFO [train.py:927] (0/8) Epoch 5, batch 8200, giga_loss[loss=0.1901, simple_loss=0.2574, pruned_loss=0.06138, over 12382.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1834, over 360.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.308, pruned_loss=0.0685, over 2477315.18 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06785, over 25525.80 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3151, pruned_loss=0.072, over 2429975.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.05747, over 7709.67 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3081, pruned_loss=0.0688, over 2478496.26 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06881, over 26804.32 utterances.], batch size: 360, lr: 6.08e-04
2022-08-22 19:53:09,434 INFO [train.py:927] (0/8) Epoch 5, batch 8250, giga_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05756, over 12457.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.02529, over 55.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3092, pruned_loss=0.06781, over 2477629.80 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06563, over 24988.48 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3162, pruned_loss=0.0724, over 2431160.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05739, over 7735.59 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3081, pruned_loss=0.06763, over 2478570.51 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0666, over 26369.00 utterances.], batch size: 55, lr: 6.07e-04
2022-08-22 19:55:10,491 INFO [train.py:927] (0/8) Epoch 5, batch 8300, giga_loss[loss=0.2466, simple_loss=0.3139, pruned_loss=0.08967, over 12408.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09719, over 256.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3106, pruned_loss=0.06828, over 2476870.42 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06263, over 23958.66 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3179, pruned_loss=0.07224, over 2432689.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05623, over 7701.08 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3081, pruned_loss=0.06812, over 2478105.84 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06401, over 25801.40 utterances.], batch size: 256, lr: 6.07e-04
2022-08-22 19:57:36,540 INFO [train.py:927] (0/8) Epoch 5, batch 8350, giga_loss[loss=0.1949, simple_loss=0.2844, pruned_loss=0.05274, over 12441.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0427, over 34.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3089, pruned_loss=0.06817, over 2477106.85 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06171, over 23047.48 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3176, pruned_loss=0.0723, over 2433945.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05483, over 7684.17 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3069, pruned_loss=0.06785, over 2478562.26 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0634, over 25122.37 utterances.], batch size: 34, lr: 6.07e-04
2022-08-22 19:59:45,987 INFO [train.py:927] (0/8) Epoch 5, batch 8400, giga_loss[loss=0.203, simple_loss=0.2914, pruned_loss=0.05724, over 12399.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05432, over 181.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3056, pruned_loss=0.06732, over 2477958.82 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06531, over 24299.79 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3175, pruned_loss=0.07229, over 2434275.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.05516, over 7706.20 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.304, pruned_loss=0.06704, over 2479209.35 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06631, over 26065.66 utterances.], batch size: 181, lr: 6.07e-04
2022-08-22 20:01:49,514 INFO [train.py:927] (0/8) Epoch 5, batch 8450, giga_loss[loss=0.2608, simple_loss=0.3274, pruned_loss=0.09712, over 12397.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.307, pruned_loss=0.06821, over 2478116.93 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06574, over 24481.22 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3173, pruned_loss=0.07215, over 2435065.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05448, over 7702.63 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3057, pruned_loss=0.06804, over 2478990.51 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06672, over 26089.06 utterances.], batch size: 257, lr: 6.07e-04
2022-08-22 20:03:53,521 INFO [train.py:927] (0/8) Epoch 5, batch 8500, libri_loss[loss=0.2033, simple_loss=0.2787, pruned_loss=0.06393, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01067, over 28.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3061, pruned_loss=0.0685, over 2478388.91 frames. utt_duration=409 frames, utt_pad_proportion=0.06368, over 24306.77 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3168, pruned_loss=0.07196, over 2435905.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.0536, over 7694.52 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3053, pruned_loss=0.06843, over 2479474.63 frames. utt_duration=382.1 frames, utt_pad_proportion=0.0649, over 26033.79 utterances.], batch size: 28, lr: 6.07e-04
2022-08-22 20:05:57,929 INFO [train.py:927] (0/8) Epoch 5, batch 8550, giga_loss[loss=0.2089, simple_loss=0.3048, pruned_loss=0.05648, over 12468.00 frames. utt_duration=703.6 frames, utt_pad_proportion=0.03478, over 71.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3071, pruned_loss=0.06933, over 2478334.23 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06451, over 24358.01 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3171, pruned_loss=0.07192, over 2436529.39 frames. utt_duration=1266 frames, utt_pad_proportion=0.05376, over 7710.38 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06925, over 2479386.96 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06546, over 26006.92 utterances.], batch size: 71, lr: 6.07e-04
2022-08-22 20:08:19,809 INFO [train.py:927] (0/8) Epoch 5, batch 8600, libri_loss[loss=0.2374, simple_loss=0.3155, pruned_loss=0.07968, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007367, over 37.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3067, pruned_loss=0.06898, over 2478171.73 frames. utt_duration=397 frames, utt_pad_proportion=0.06885, over 25042.02 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3166, pruned_loss=0.07172, over 2437222.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05276, over 7687.86 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3061, pruned_loss=0.06903, over 2479333.10 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06968, over 26778.39 utterances.], batch size: 37, lr: 6.07e-04
2022-08-22 20:10:28,244 INFO [train.py:927] (0/8) Epoch 5, batch 8650, giga_loss[loss=0.1972, simple_loss=0.2768, pruned_loss=0.0588, over 12303.00 frames. utt_duration=912.9 frames, utt_pad_proportion=0.02465, over 54.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3047, pruned_loss=0.0686, over 2477827.23 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06816, over 24758.75 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3169, pruned_loss=0.07192, over 2438291.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05142, over 7668.90 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3035, pruned_loss=0.06834, over 2479099.37 frames. utt_duration=371.7 frames, utt_pad_proportion=0.0694, over 26760.52 utterances.], batch size: 54, lr: 6.06e-04
2022-08-22 20:12:26,175 INFO [train.py:927] (0/8) Epoch 5, batch 8700, giga_loss[loss=0.2029, simple_loss=0.2906, pruned_loss=0.05762, over 12389.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3009, pruned_loss=0.06742, over 2477221.64 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06691, over 24308.17 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3161, pruned_loss=0.0717, over 2438859.12 frames. utt_duration=1274 frames, utt_pad_proportion=0.05128, over 7663.98 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3001, pruned_loss=0.06725, over 2479127.86 frames. utt_duration=375 frames, utt_pad_proportion=0.06822, over 26523.12 utterances.], batch size: 183, lr: 6.06e-04
2022-08-22 20:14:21,423 INFO [train.py:927] (0/8) Epoch 5, batch 8750, giga_loss[loss=0.1963, simple_loss=0.2626, pruned_loss=0.06497, over 12368.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3002, pruned_loss=0.06716, over 2477567.16 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06811, over 23790.33 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3151, pruned_loss=0.07127, over 2440731.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05044, over 7665.81 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2998, pruned_loss=0.06725, over 2478960.91 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06947, over 26269.88 utterances.], batch size: 357, lr: 6.06e-04
2022-08-22 20:16:25,624 INFO [train.py:927] (0/8) Epoch 5, batch 8800, giga_loss[loss=0.2032, simple_loss=0.2883, pruned_loss=0.05906, over 12437.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03744, over 133.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2984, pruned_loss=0.06565, over 2477765.07 frames. utt_duration=410 frames, utt_pad_proportion=0.06766, over 24244.27 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3147, pruned_loss=0.0711, over 2441511.62 frames. utt_duration=1278 frames, utt_pad_proportion=0.04968, over 7650.55 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06578, over 2478814.25 frames. utt_duration=375 frames, utt_pad_proportion=0.06903, over 26526.66 utterances.], batch size: 133, lr: 6.06e-04
2022-08-22 20:18:42,235 INFO [train.py:927] (0/8) Epoch 5, batch 8850, libri_loss[loss=0.2934, simple_loss=0.4018, pruned_loss=0.0925, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005713, over 32.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2982, pruned_loss=0.06499, over 2477296.28 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06893, over 24211.13 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3158, pruned_loss=0.07126, over 2441971.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.04879, over 7632.36 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2965, pruned_loss=0.06479, over 2478577.60 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07029, over 26439.12 utterances.], batch size: 32, lr: 6.06e-04
2022-08-22 20:20:43,427 INFO [train.py:927] (0/8) Epoch 5, batch 8900, giga_loss[loss=0.2277, simple_loss=0.3077, pruned_loss=0.07383, over 12428.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.0322, over 122.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3, pruned_loss=0.06587, over 2477068.70 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06916, over 23811.12 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3168, pruned_loss=0.07151, over 2442636.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.0473, over 7614.54 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2971, pruned_loss=0.06523, over 2478797.00 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07093, over 26259.60 utterances.], batch size: 122, lr: 6.06e-04
2022-08-22 20:22:43,228 INFO [train.py:927] (0/8) Epoch 5, batch 8950, giga_loss[loss=0.2358, simple_loss=0.3147, pruned_loss=0.07847, over 12383.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04222, over 133.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2987, pruned_loss=0.06529, over 2477286.35 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06729, over 24294.63 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3164, pruned_loss=0.07133, over 2442809.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.04753, over 7619.92 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2964, pruned_loss=0.06485, over 2479126.41 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06892, over 26530.91 utterances.], batch size: 133, lr: 6.06e-04
2022-08-22 20:24:49,103 INFO [train.py:927] (0/8) Epoch 5, batch 9000, giga_loss[loss=0.2046, simple_loss=0.2985, pruned_loss=0.05541, over 12388.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02974, over 85.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3009, pruned_loss=0.06607, over 2477937.69 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06789, over 25320.96 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3164, pruned_loss=0.07133, over 2442809.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.04753, over 7619.92 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2992, pruned_loss=0.06573, over 2479369.84 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06909, over 27061.48 utterances.], batch size: 85, lr: 6.05e-04
2022-08-22 20:24:49,110 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 20:25:05,690 INFO [train.py:967] (0/8) Epoch 5, validation: loss=0.1923, simple_loss=0.2997, pruned_loss=0.04245, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 20:27:00,719 INFO [train.py:927] (0/8) Epoch 5, batch 9050, giga_loss[loss=0.2334, simple_loss=0.3168, pruned_loss=0.07495, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05829, over 182.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3018, pruned_loss=0.06679, over 2477718.73 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07062, over 25469.33 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3159, pruned_loss=0.07121, over 2443900.35 frames. utt_duration=1286 frames, utt_pad_proportion=0.04648, over 7610.15 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3003, pruned_loss=0.06645, over 2479146.50 frames. utt_duration=361.5 frames, utt_pad_proportion=0.07188, over 27525.93 utterances.], batch size: 182, lr: 6.05e-04
2022-08-22 20:29:05,985 INFO [train.py:927] (0/8) Epoch 5, batch 9100, giga_loss[loss=0.2052, simple_loss=0.3043, pruned_loss=0.05308, over 12390.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2994, pruned_loss=0.06528, over 2477638.28 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06623, over 24832.55 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3155, pruned_loss=0.07109, over 2444404.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.04616, over 7595.10 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.06506, over 2478601.66 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06765, over 26625.42 utterances.], batch size: 133, lr: 6.05e-04
2022-08-22 20:30:49,701 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-114000.pt
2022-08-22 20:31:07,959 INFO [train.py:927] (0/8) Epoch 5, batch 9150, giga_loss[loss=0.2253, simple_loss=0.3094, pruned_loss=0.07059, over 12416.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06118, over 211.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2986, pruned_loss=0.06521, over 2477756.80 frames. utt_duration=408.2 frames, utt_pad_proportion=0.0626, over 24353.78 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3154, pruned_loss=0.07107, over 2444788.56 frames. utt_duration=1293 frames, utt_pad_proportion=0.04558, over 7569.39 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2975, pruned_loss=0.06495, over 2478905.45 frames. utt_duration=380 frames, utt_pad_proportion=0.06424, over 26173.24 utterances.], batch size: 211, lr: 6.05e-04
2022-08-22 20:33:14,246 INFO [train.py:927] (0/8) Epoch 5, batch 9200, giga_loss[loss=0.2125, simple_loss=0.303, pruned_loss=0.06105, over 12369.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02775, over 85.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06606, over 2477794.60 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06157, over 24271.31 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3157, pruned_loss=0.0709, over 2445162.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.04489, over 7555.09 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2994, pruned_loss=0.0659, over 2478945.33 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06317, over 26005.54 utterances.], batch size: 85, lr: 6.05e-04
2022-08-22 20:35:08,717 INFO [train.py:927] (0/8) Epoch 5, batch 9250, giga_loss[loss=0.2377, simple_loss=0.325, pruned_loss=0.07519, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02956, over 85.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3034, pruned_loss=0.06811, over 2477489.61 frames. utt_duration=391 frames, utt_pad_proportion=0.06906, over 25421.81 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3156, pruned_loss=0.07096, over 2445755.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.0493, over 7623.28 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3018, pruned_loss=0.06776, over 2479182.05 frames. utt_duration=362.6 frames, utt_pad_proportion=0.06903, over 27439.91 utterances.], batch size: 85, lr: 6.05e-04
2022-08-22 20:37:15,207 INFO [train.py:927] (0/8) Epoch 5, batch 9300, giga_loss[loss=0.2488, simple_loss=0.3297, pruned_loss=0.08393, over 12383.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04566, over 146.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3045, pruned_loss=0.06805, over 2477952.31 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06994, over 25555.96 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3155, pruned_loss=0.07095, over 2446245.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.05352, over 7712.54 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3031, pruned_loss=0.06773, over 2479421.78 frames. utt_duration=363.4 frames, utt_pad_proportion=0.06892, over 27380.76 utterances.], batch size: 146, lr: 6.05e-04
2022-08-22 20:39:21,951 INFO [train.py:927] (0/8) Epoch 5, batch 9350, giga_loss[loss=0.1932, simple_loss=0.2766, pruned_loss=0.05488, over 12415.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.0681, over 2478111.06 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07063, over 25580.22 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3149, pruned_loss=0.07072, over 2447156.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05235, over 7680.66 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3025, pruned_loss=0.06798, over 2479316.63 frames. utt_duration=360.9 frames, utt_pad_proportion=0.07019, over 27573.78 utterances.], batch size: 182, lr: 6.05e-04
2022-08-22 20:41:23,093 INFO [train.py:927] (0/8) Epoch 5, batch 9400, giga_loss[loss=0.2906, simple_loss=0.3492, pruned_loss=0.116, over 12399.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09708, over 256.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3031, pruned_loss=0.06823, over 2478928.09 frames. utt_duration=385.8 frames, utt_pad_proportion=0.0716, over 25782.63 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3151, pruned_loss=0.07086, over 2447645.32 frames. utt_duration=1263 frames, utt_pad_proportion=0.05615, over 7760.44 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06794, over 2479867.82 frames. utt_duration=361.6 frames, utt_pad_proportion=0.07028, over 27521.90 utterances.], batch size: 256, lr: 6.04e-04
2022-08-22 20:43:30,117 INFO [train.py:927] (0/8) Epoch 5, batch 9450, giga_loss[loss=0.237, simple_loss=0.3078, pruned_loss=0.08314, over 12391.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09423, over 255.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3018, pruned_loss=0.06843, over 2478212.18 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07125, over 25542.26 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3142, pruned_loss=0.07057, over 2448594.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05506, over 7751.43 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3012, pruned_loss=0.06835, over 2479531.71 frames. utt_duration=358.4 frames, utt_pad_proportion=0.07068, over 27766.66 utterances.], batch size: 255, lr: 6.04e-04
2022-08-22 20:45:35,121 INFO [train.py:927] (0/8) Epoch 5, batch 9500, giga_loss[loss=0.215, simple_loss=0.3144, pruned_loss=0.05777, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03874, over 113.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06701, over 2478384.14 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07171, over 25404.80 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3143, pruned_loss=0.07064, over 2449445.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05418, over 7735.56 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06681, over 2479199.71 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07149, over 27492.38 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:47:25,013 INFO [train.py:927] (0/8) Epoch 5, batch 9550, giga_loss[loss=0.216, simple_loss=0.305, pruned_loss=0.06346, over 12374.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.0466, over 146.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3028, pruned_loss=0.0665, over 2478178.81 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07105, over 24964.11 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3147, pruned_loss=0.07086, over 2449877.32 frames. utt_duration=1255 frames, utt_pad_proportion=0.05853, over 7815.21 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3017, pruned_loss=0.06611, over 2478689.08 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06981, over 26693.78 utterances.], batch size: 146, lr: 6.04e-04
2022-08-22 20:49:35,899 INFO [train.py:927] (0/8) Epoch 5, batch 9600, giga_loss[loss=0.2277, simple_loss=0.3045, pruned_loss=0.07542, over 12450.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02994, over 80.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3024, pruned_loss=0.06609, over 2477748.79 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06869, over 24874.50 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3144, pruned_loss=0.07076, over 2450149.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05793, over 7819.79 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3015, pruned_loss=0.06579, over 2478398.97 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06805, over 26537.13 utterances.], batch size: 80, lr: 6.04e-04
2022-08-22 20:51:49,392 INFO [train.py:927] (0/8) Epoch 5, batch 9650, giga_loss[loss=0.2265, simple_loss=0.3121, pruned_loss=0.07045, over 12419.00 frames. utt_duration=541.4 frames, utt_pad_proportion=0.03488, over 92.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3036, pruned_loss=0.06596, over 2477610.04 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06824, over 24870.60 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3148, pruned_loss=0.07068, over 2450262.11 frames. utt_duration=1257 frames, utt_pad_proportion=0.05716, over 7808.40 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06571, over 2478520.56 frames. utt_duration=375.3 frames, utt_pad_proportion=0.068, over 26504.35 utterances.], batch size: 92, lr: 6.04e-04
2022-08-22 20:54:06,715 INFO [train.py:927] (0/8) Epoch 5, batch 9700, giga_loss[loss=0.3011, simple_loss=0.3845, pruned_loss=0.1089, over 12389.00 frames. utt_duration=473 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3056, pruned_loss=0.0663, over 2478078.22 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06681, over 24748.26 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3149, pruned_loss=0.07065, over 2450712.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05639, over 7804.46 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3043, pruned_loss=0.06602, over 2479001.15 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06697, over 26444.84 utterances.], batch size: 105, lr: 6.04e-04
2022-08-22 20:56:27,690 INFO [train.py:927] (0/8) Epoch 5, batch 9750, giga_loss[loss=0.2105, simple_loss=0.2985, pruned_loss=0.06128, over 12412.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03151, over 113.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3052, pruned_loss=0.06637, over 2478405.53 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06644, over 24363.64 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3149, pruned_loss=0.07085, over 2450945.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05585, over 7797.58 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.304, pruned_loss=0.06587, over 2479457.90 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06681, over 26038.29 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:58:37,963 INFO [train.py:927] (0/8) Epoch 5, batch 9800, giga_loss[loss=0.2018, simple_loss=0.2866, pruned_loss=0.05844, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03022, over 42.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3022, pruned_loss=0.06507, over 2477836.89 frames. utt_duration=426 frames, utt_pad_proportion=0.06347, over 23328.25 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3138, pruned_loss=0.07044, over 2450844.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05475, over 7746.33 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.302, pruned_loss=0.06492, over 2479508.41 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06434, over 25158.90 utterances.], batch size: 42, lr: 6.03e-04
2022-08-22 21:00:40,163 INFO [train.py:927] (0/8) Epoch 5, batch 9850, giga_loss[loss=0.2139, simple_loss=0.3083, pruned_loss=0.05972, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04728, over 147.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3013, pruned_loss=0.06445, over 2478115.76 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06391, over 23606.19 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3134, pruned_loss=0.07037, over 2451302.75 frames. utt_duration=1270 frames, utt_pad_proportion=0.05413, over 7731.39 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3012, pruned_loss=0.06428, over 2479517.20 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06477, over 25346.13 utterances.], batch size: 147, lr: 6.03e-04
2022-08-22 21:02:33,605 INFO [train.py:927] (0/8) Epoch 5, batch 9900, giga_loss[loss=0.2264, simple_loss=0.3147, pruned_loss=0.06905, over 12370.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05584, over 181.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3025, pruned_loss=0.06478, over 2477465.70 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06376, over 22787.94 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3132, pruned_loss=0.07036, over 2451521.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05313, over 7717.17 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3024, pruned_loss=0.06454, over 2478955.55 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06482, over 24519.81 utterances.], batch size: 181, lr: 6.03e-04
2022-08-22 21:04:32,790 INFO [train.py:927] (0/8) Epoch 5, batch 9950, libri_loss[loss=0.1858, simple_loss=0.2809, pruned_loss=0.04538, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006182, over 32.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3012, pruned_loss=0.06524, over 2477707.50 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06716, over 23672.05 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3132, pruned_loss=0.0704, over 2452173.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05214, over 7706.34 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3008, pruned_loss=0.06492, over 2478882.54 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06808, over 25390.99 utterances.], batch size: 32, lr: 6.03e-04
2022-08-22 21:06:15,058 INFO [train.py:927] (0/8) Epoch 5, batch 10000, giga_loss[loss=0.2686, simple_loss=0.3562, pruned_loss=0.09046, over 12452.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03579, over 86.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3052, pruned_loss=0.06779, over 2476974.50 frames. utt_duration=421 frames, utt_pad_proportion=0.07158, over 23601.73 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3133, pruned_loss=0.07038, over 2452205.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.05153, over 7695.83 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3047, pruned_loss=0.0675, over 2478229.19 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0723, over 25195.95 utterances.], batch size: 86, lr: 6.03e-04
2022-08-22 21:07:57,859 INFO [train.py:927] (0/8) Epoch 5, batch 10050, giga_loss[loss=0.2856, simple_loss=0.3602, pruned_loss=0.1055, over 12397.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0506, over 161.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3122, pruned_loss=0.07284, over 2475860.74 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07474, over 23865.28 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3137, pruned_loss=0.07056, over 2452360.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05551, over 7772.35 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3114, pruned_loss=0.07244, over 2476807.81 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07405, over 25115.41 utterances.], batch size: 161, lr: 6.03e-04
2022-08-22 21:09:41,517 INFO [train.py:927] (0/8) Epoch 5, batch 10100, giga_loss[loss=0.1768, simple_loss=0.2579, pruned_loss=0.04784, over 12348.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04297, over 26.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3078, pruned_loss=0.07188, over 2475091.16 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07037, over 22832.32 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3135, pruned_loss=0.07034, over 2452155.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05505, over 7746.92 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07178, over 2476322.76 frames. utt_duration=413.2 frames, utt_pad_proportion=0.0702, over 24047.76 utterances.], batch size: 26, lr: 6.03e-04
2022-08-22 21:11:23,886 INFO [train.py:927] (0/8) Epoch 5, batch 10150, giga_loss[loss=0.1954, simple_loss=0.2738, pruned_loss=0.05853, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2994, pruned_loss=0.06884, over 2474632.42 frames. utt_duration=457.3 frames, utt_pad_proportion=0.06813, over 21710.86 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3129, pruned_loss=0.07008, over 2452460.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05429, over 7716.20 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2994, pruned_loss=0.069, over 2475738.58 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06838, over 22958.86 utterances.], batch size: 105, lr: 6.02e-04
2022-08-22 21:13:06,543 INFO [train.py:927] (0/8) Epoch 5, batch 10200, giga_loss[loss=0.1856, simple_loss=0.268, pruned_loss=0.05158, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03502, over 105.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2916, pruned_loss=0.06573, over 2474181.86 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06596, over 20576.47 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3126, pruned_loss=0.07011, over 2452658.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.0533, over 7694.45 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06578, over 2475372.11 frames. utt_duration=453.6 frames, utt_pad_proportion=0.06666, over 21892.20 utterances.], batch size: 105, lr: 6.02e-04
2022-08-22 21:14:48,256 INFO [train.py:927] (0/8) Epoch 5, batch 10250, giga_loss[loss=0.1572, simple_loss=0.2401, pruned_loss=0.03709, over 12468.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02745, over 55.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2871, pruned_loss=0.06372, over 2473999.72 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06492, over 19685.38 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3123, pruned_loss=0.06998, over 2452879.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05224, over 7673.51 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2865, pruned_loss=0.06367, over 2475421.24 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06602, over 21145.64 utterances.], batch size: 55, lr: 6.02e-04
2022-08-22 21:16:27,633 INFO [train.py:927] (0/8) Epoch 5, batch 10300, giga_loss[loss=0.2235, simple_loss=0.2967, pruned_loss=0.07515, over 12402.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2826, pruned_loss=0.06212, over 2473427.05 frames. utt_duration=506 frames, utt_pad_proportion=0.06535, over 19608.60 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07011, over 2453249.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05527, over 7730.25 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2815, pruned_loss=0.06175, over 2474790.59 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06524, over 21045.74 utterances.], batch size: 183, lr: 6.02e-04
2022-08-22 21:18:08,638 INFO [train.py:927] (0/8) Epoch 5, batch 10350, giga_loss[loss=0.1635, simple_loss=0.2281, pruned_loss=0.04948, over 12400.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05084, over 34.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2782, pruned_loss=0.06044, over 2473616.47 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06462, over 19295.76 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.312, pruned_loss=0.06993, over 2453730.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05471, over 7717.02 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2767, pruned_loss=0.06011, over 2474741.56 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06479, over 20717.13 utterances.], batch size: 34, lr: 6.02e-04
2022-08-22 21:19:49,052 INFO [train.py:927] (0/8) Epoch 5, batch 10400, giga_loss[loss=0.1641, simple_loss=0.2561, pruned_loss=0.03607, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03152, over 75.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2743, pruned_loss=0.05868, over 2473632.38 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06757, over 19184.49 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3118, pruned_loss=0.06995, over 2454329.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05326, over 7694.28 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2721, pruned_loss=0.05808, over 2474627.33 frames. utt_duration=479 frames, utt_pad_proportion=0.06815, over 20726.72 utterances.], batch size: 75, lr: 6.02e-04
2022-08-22 21:21:33,180 INFO [train.py:927] (0/8) Epoch 5, batch 10450, giga_loss[loss=0.2609, simple_loss=0.324, pruned_loss=0.09894, over 12399.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05804, over 182.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2697, pruned_loss=0.05672, over 2474482.41 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06594, over 19211.20 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3115, pruned_loss=0.06989, over 2454549.52 frames. utt_duration=1280 frames, utt_pad_proportion=0.05289, over 7678.37 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.268, pruned_loss=0.05619, over 2475229.67 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06666, over 20539.28 utterances.], batch size: 182, lr: 6.02e-04
2022-08-22 21:23:16,150 INFO [train.py:927] (0/8) Epoch 5, batch 10500, giga_loss[loss=0.256, simple_loss=0.3408, pruned_loss=0.0856, over 12153.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04063, over 33.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2798, pruned_loss=0.06243, over 2474493.95 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06943, over 20213.17 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.311, pruned_loss=0.06978, over 2454502.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.05236, over 7654.33 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2784, pruned_loss=0.06193, over 2475374.13 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06997, over 21424.80 utterances.], batch size: 33, lr: 6.02e-04
2022-08-22 21:24:59,556 INFO [train.py:927] (0/8) Epoch 5, batch 10550, giga_loss[loss=0.2448, simple_loss=0.3349, pruned_loss=0.07732, over 12388.00 frames. utt_duration=271 frames, utt_pad_proportion=0.06871, over 184.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.292, pruned_loss=0.06778, over 2475115.11 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06858, over 19713.79 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.312, pruned_loss=0.07026, over 2455014.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.05661, over 7737.61 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2893, pruned_loss=0.06683, over 2475815.51 frames. utt_duration=476 frames, utt_pad_proportion=0.06765, over 20868.16 utterances.], batch size: 184, lr: 6.01e-04
2022-08-22 21:26:42,392 INFO [train.py:927] (0/8) Epoch 5, batch 10600, giga_loss[loss=0.2146, simple_loss=0.3003, pruned_loss=0.06443, over 12375.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02598, over 48.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2972, pruned_loss=0.06904, over 2474618.23 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06762, over 19509.39 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3127, pruned_loss=0.07053, over 2455017.65 frames. utt_duration=1271 frames, utt_pad_proportion=0.05577, over 7732.84 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06802, over 2475513.93 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06731, over 20638.65 utterances.], batch size: 48, lr: 6.01e-04
2022-08-22 21:28:25,364 INFO [train.py:927] (0/8) Epoch 5, batch 10650, giga_loss[loss=0.2404, simple_loss=0.322, pruned_loss=0.07937, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3016, pruned_loss=0.07144, over 2474642.95 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06812, over 19342.83 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3128, pruned_loss=0.07073, over 2455517.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05541, over 7741.72 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2989, pruned_loss=0.07044, over 2475159.90 frames. utt_duration=487 frames, utt_pad_proportion=0.06804, over 20393.00 utterances.], batch size: 113, lr: 6.01e-04
2022-08-22 21:30:08,776 INFO [train.py:927] (0/8) Epoch 5, batch 10700, giga_loss[loss=0.237, simple_loss=0.317, pruned_loss=0.07849, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3065, pruned_loss=0.07421, over 2475070.77 frames. utt_duration=536.3 frames, utt_pad_proportion=0.0643, over 18510.94 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.313, pruned_loss=0.07083, over 2455815.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05462, over 7741.84 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3041, pruned_loss=0.07338, over 2475568.44 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06478, over 19546.29 utterances.], batch size: 133, lr: 6.01e-04
2022-08-22 21:31:49,604 INFO [train.py:927] (0/8) Epoch 5, batch 10750, giga_loss[loss=0.2282, simple_loss=0.3121, pruned_loss=0.07215, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03444, over 43.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3102, pruned_loss=0.07557, over 2475366.56 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06443, over 18426.99 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3124, pruned_loss=0.07049, over 2456275.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05321, over 7718.05 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07538, over 2476137.04 frames. utt_duration=503 frames, utt_pad_proportion=0.06549, over 19749.41 utterances.], batch size: 43, lr: 6.01e-04
2022-08-22 21:33:31,172 INFO [train.py:927] (0/8) Epoch 5, batch 10800, giga_loss[loss=0.2207, simple_loss=0.3041, pruned_loss=0.06866, over 12266.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03276, over 28.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3123, pruned_loss=0.07529, over 2475013.01 frames. utt_duration=543 frames, utt_pad_proportion=0.06622, over 18280.88 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3123, pruned_loss=0.07038, over 2456733.68 frames. utt_duration=1278 frames, utt_pad_proportion=0.05196, over 7698.79 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3111, pruned_loss=0.07537, over 2475717.87 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06758, over 19648.94 utterances.], batch size: 28, lr: 6.01e-04
2022-08-22 21:35:12,720 INFO [train.py:927] (0/8) Epoch 5, batch 10850, giga_loss[loss=0.2299, simple_loss=0.3162, pruned_loss=0.07181, over 12347.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03546, over 104.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3124, pruned_loss=0.07389, over 2474423.60 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06197, over 17364.55 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3121, pruned_loss=0.07032, over 2457369.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05129, over 7696.01 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3116, pruned_loss=0.07416, over 2475035.38 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06383, over 18835.66 utterances.], batch size: 104, lr: 6.01e-04
2022-08-22 21:36:54,843 INFO [train.py:927] (0/8) Epoch 5, batch 10900, giga_loss[loss=0.2941, simple_loss=0.3538, pruned_loss=0.1173, over 12385.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02976, over 97.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3134, pruned_loss=0.07474, over 2474003.63 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06318, over 17044.28 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3118, pruned_loss=0.07026, over 2457946.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.05004, over 7685.97 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.313, pruned_loss=0.07511, over 2474484.61 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06524, over 18532.59 utterances.], batch size: 97, lr: 6.01e-04
2022-08-22 21:38:37,822 INFO [train.py:927] (0/8) Epoch 5, batch 10950, libri_loss[loss=0.2426, simple_loss=0.3293, pruned_loss=0.0779, over 12250.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005213, over 34.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3151, pruned_loss=0.07778, over 2474456.41 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06365, over 17263.88 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3116, pruned_loss=0.07018, over 2458127.28 frames. utt_duration=1286 frames, utt_pad_proportion=0.04952, over 7653.54 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.315, pruned_loss=0.07826, over 2474988.91 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06555, over 18651.10 utterances.], batch size: 34, lr: 6.00e-04
2022-08-22 21:40:20,685 INFO [train.py:927] (0/8) Epoch 5, batch 11000, giga_loss[loss=0.2909, simple_loss=0.3438, pruned_loss=0.119, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03665, over 40.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3154, pruned_loss=0.07812, over 2473968.31 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06371, over 16692.63 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3123, pruned_loss=0.07027, over 2458413.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05251, over 7717.57 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3148, pruned_loss=0.07868, over 2474647.30 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06435, over 18048.35 utterances.], batch size: 40, lr: 6.00e-04
2022-08-22 21:42:04,457 INFO [train.py:927] (0/8) Epoch 5, batch 11050, giga_loss[loss=0.2229, simple_loss=0.3127, pruned_loss=0.06655, over 12447.00 frames. utt_duration=442 frames, utt_pad_proportion=0.03503, over 113.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.07917, over 2474685.67 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06654, over 17570.61 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3121, pruned_loss=0.07023, over 2458941.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.05154, over 7714.08 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07989, over 2475196.34 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06735, over 18918.16 utterances.], batch size: 113, lr: 6.00e-04
2022-08-22 21:43:48,761 INFO [train.py:927] (0/8) Epoch 5, batch 11100, giga_loss[loss=0.2208, simple_loss=0.2974, pruned_loss=0.0721, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05133, over 161.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3125, pruned_loss=0.07713, over 2475047.96 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06383, over 17229.48 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3116, pruned_loss=0.07006, over 2459200.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.05463, over 7753.11 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07813, over 2475800.93 frames. utt_duration=533 frames, utt_pad_proportion=0.06368, over 18633.31 utterances.], batch size: 161, lr: 6.00e-04
2022-08-22 21:45:21,519 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-116000.pt
2022-08-22 21:45:38,952 INFO [train.py:927] (0/8) Epoch 5, batch 11150, giga_loss[loss=0.1971, simple_loss=0.2797, pruned_loss=0.0572, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02903, over 91.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3073, pruned_loss=0.07471, over 2475233.44 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06544, over 17989.47 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3114, pruned_loss=0.07001, over 2459116.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.05453, over 7741.34 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3077, pruned_loss=0.07557, over 2475986.07 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06528, over 19148.80 utterances.], batch size: 91, lr: 6.00e-04
2022-08-22 21:47:22,778 INFO [train.py:927] (0/8) Epoch 5, batch 11200, giga_loss[loss=0.1919, simple_loss=0.2698, pruned_loss=0.05697, over 12386.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05053, over 34.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3034, pruned_loss=0.07296, over 2474908.40 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06598, over 18018.18 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.06994, over 2459369.72 frames. utt_duration=1265 frames, utt_pad_proportion=0.05697, over 7786.26 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3039, pruned_loss=0.0738, over 2475643.54 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06505, over 19126.52 utterances.], batch size: 34, lr: 6.00e-04
2022-08-22 21:49:05,723 INFO [train.py:927] (0/8) Epoch 5, batch 11250, giga_loss[loss=0.2184, simple_loss=0.3004, pruned_loss=0.06819, over 12402.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02445, over 66.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3037, pruned_loss=0.07313, over 2473797.59 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06301, over 17358.45 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3112, pruned_loss=0.07007, over 2459553.18 frames. utt_duration=1270 frames, utt_pad_proportion=0.05536, over 7757.15 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3036, pruned_loss=0.0738, over 2474747.98 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06314, over 18645.23 utterances.], batch size: 66, lr: 6.00e-04
2022-08-22 21:50:46,742 INFO [train.py:927] (0/8) Epoch 5, batch 11300, giga_loss[loss=0.2179, simple_loss=0.2984, pruned_loss=0.06865, over 12395.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03849, over 113.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3014, pruned_loss=0.07238, over 2473277.73 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06155, over 17383.11 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3114, pruned_loss=0.07018, over 2459870.61 frames. utt_duration=1265 frames, utt_pad_proportion=0.05517, over 7788.85 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.301, pruned_loss=0.07288, over 2474073.22 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06191, over 18586.73 utterances.], batch size: 113, lr: 5.99e-04
2022-08-22 21:52:30,807 INFO [train.py:927] (0/8) Epoch 5, batch 11350, giga_loss[loss=0.2012, simple_loss=0.2855, pruned_loss=0.05847, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.0303, over 58.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2973, pruned_loss=0.07073, over 2473178.81 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05761, over 16622.40 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3115, pruned_loss=0.07026, over 2460104.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05462, over 7788.95 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2969, pruned_loss=0.07109, over 2473767.60 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05837, over 17692.45 utterances.], batch size: 58, lr: 5.99e-04
2022-08-22 21:54:11,707 INFO [train.py:927] (0/8) Epoch 5, batch 11400, libri_loss[loss=0.1998, simple_loss=0.2759, pruned_loss=0.06184, over 12350.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005671, over 33.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2942, pruned_loss=0.06952, over 2473116.95 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05543, over 16264.44 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3111, pruned_loss=0.07012, over 2460049.41 frames. utt_duration=1267 frames, utt_pad_proportion=0.05391, over 7776.47 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2938, pruned_loss=0.06992, over 2473936.77 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05647, over 17326.77 utterances.], batch size: 33, lr: 5.99e-04
2022-08-22 21:55:53,230 INFO [train.py:927] (0/8) Epoch 5, batch 11450, giga_loss[loss=0.2051, simple_loss=0.2753, pruned_loss=0.06745, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2911, pruned_loss=0.068, over 2472579.65 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05279, over 15673.60 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3108, pruned_loss=0.07001, over 2460022.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05263, over 7737.89 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2906, pruned_loss=0.06838, over 2473685.15 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05437, over 16831.51 utterances.], batch size: 45, lr: 5.99e-04
2022-08-22 21:57:34,093 INFO [train.py:927] (0/8) Epoch 5, batch 11500, libri_loss[loss=0.2295, simple_loss=0.3067, pruned_loss=0.07616, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006672, over 32.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2886, pruned_loss=0.06666, over 2472901.00 frames. utt_duration=658.3 frames, utt_pad_proportion=0.0493, over 15061.09 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3105, pruned_loss=0.06985, over 2460350.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.05161, over 7703.05 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2878, pruned_loss=0.06704, over 2473859.42 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05125, over 16227.79 utterances.], batch size: 32, lr: 5.99e-04
2022-08-22 21:59:17,655 INFO [train.py:927] (0/8) Epoch 5, batch 11550, libri_loss[loss=0.1954, simple_loss=0.2782, pruned_loss=0.05631, over 12465.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008188, over 29.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2893, pruned_loss=0.06687, over 2472877.85 frames. utt_duration=667.2 frames, utt_pad_proportion=0.04694, over 14857.98 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3105, pruned_loss=0.0699, over 2460847.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.05045, over 7673.27 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.288, pruned_loss=0.06703, over 2473538.22 frames. utt_duration=619 frames, utt_pad_proportion=0.04915, over 16021.87 utterances.], batch size: 29, lr: 5.99e-04
2022-08-22 22:01:00,355 INFO [train.py:927] (0/8) Epoch 5, batch 11600, giga_loss[loss=0.2354, simple_loss=0.3185, pruned_loss=0.07619, over 12421.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03344, over 75.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2978, pruned_loss=0.07217, over 2472879.41 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05798, over 16267.32 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3119, pruned_loss=0.07026, over 2460841.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.04987, over 7658.26 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2955, pruned_loss=0.07196, over 2473551.04 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05919, over 17295.34 utterances.], batch size: 75, lr: 5.99e-04
2022-08-22 22:02:43,881 INFO [train.py:927] (0/8) Epoch 5, batch 11650, giga_loss[loss=0.2089, simple_loss=0.3035, pruned_loss=0.0571, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04181, over 113.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3045, pruned_loss=0.07549, over 2473867.10 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05925, over 17430.44 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3114, pruned_loss=0.07016, over 2461045.76 frames. utt_duration=1291 frames, utt_pad_proportion=0.04916, over 7634.23 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3028, pruned_loss=0.07549, over 2474432.97 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06039, over 18428.91 utterances.], batch size: 113, lr: 5.99e-04
2022-08-22 22:04:26,079 INFO [train.py:927] (0/8) Epoch 5, batch 11700, giga_loss[loss=0.2808, simple_loss=0.3491, pruned_loss=0.1062, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3101, pruned_loss=0.07794, over 2472718.75 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05698, over 17321.90 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07001, over 2460499.65 frames. utt_duration=1296 frames, utt_pad_proportion=0.04839, over 7603.73 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3091, pruned_loss=0.07824, over 2473961.14 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05837, over 18371.07 utterances.], batch size: 91, lr: 5.98e-04
2022-08-22 22:06:08,338 INFO [train.py:927] (0/8) Epoch 5, batch 11750, giga_loss[loss=0.2237, simple_loss=0.2959, pruned_loss=0.07569, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06471, over 183.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3104, pruned_loss=0.07745, over 2473210.03 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06125, over 18088.32 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3106, pruned_loss=0.06993, over 2460621.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04788, over 7592.78 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3099, pruned_loss=0.07786, over 2474248.87 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06233, over 19055.18 utterances.], batch size: 183, lr: 5.98e-04
2022-08-22 22:07:49,107 INFO [train.py:927] (0/8) Epoch 5, batch 11800, giga_loss[loss=0.2317, simple_loss=0.3119, pruned_loss=0.07569, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04432, over 146.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07565, over 2473451.27 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06294, over 18275.55 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3107, pruned_loss=0.06993, over 2460869.41 frames. utt_duration=1297 frames, utt_pad_proportion=0.04741, over 7597.81 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3089, pruned_loss=0.07607, over 2474222.91 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06397, over 19171.35 utterances.], batch size: 146, lr: 5.98e-04
2022-08-22 22:09:32,393 INFO [train.py:927] (0/8) Epoch 5, batch 11850, giga_loss[loss=0.2411, simple_loss=0.3203, pruned_loss=0.08094, over 12454.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3117, pruned_loss=0.07611, over 2473779.68 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06282, over 17882.28 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3122, pruned_loss=0.0704, over 2461242.70 frames. utt_duration=1291 frames, utt_pad_proportion=0.04812, over 7635.96 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07614, over 2474361.72 frames. utt_duration=527.9 frames, utt_pad_proportion=0.0635, over 18801.12 utterances.], batch size: 98, lr: 5.98e-04
2022-08-22 22:11:17,959 INFO [train.py:927] (0/8) Epoch 5, batch 11900, giga_loss[loss=0.2623, simple_loss=0.3308, pruned_loss=0.0969, over 12382.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0304, over 97.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.313, pruned_loss=0.07731, over 2473514.86 frames. utt_duration=559 frames, utt_pad_proportion=0.06369, over 17747.00 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3121, pruned_loss=0.07048, over 2461025.44 frames. utt_duration=1295 frames, utt_pad_proportion=0.04742, over 7612.39 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07739, over 2474420.16 frames. utt_duration=531 frames, utt_pad_proportion=0.06459, over 18693.66 utterances.], batch size: 97, lr: 5.98e-04
2022-08-22 22:13:04,572 INFO [train.py:927] (0/8) Epoch 5, batch 11950, giga_loss[loss=0.2698, simple_loss=0.3337, pruned_loss=0.103, over 12350.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1953, over 367.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07924, over 2474292.80 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06276, over 17724.35 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3115, pruned_loss=0.07028, over 2461371.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04638, over 7584.34 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.07973, over 2475071.88 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06403, over 18793.54 utterances.], batch size: 367, lr: 5.98e-04
2022-08-22 22:14:47,738 INFO [train.py:927] (0/8) Epoch 5, batch 12000, giga_loss[loss=0.2728, simple_loss=0.3433, pruned_loss=0.1012, over 12348.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02698, over 66.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3161, pruned_loss=0.08029, over 2474541.74 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06272, over 17491.31 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3113, pruned_loss=0.07031, over 2461777.03 frames. utt_duration=1300 frames, utt_pad_proportion=0.04596, over 7583.52 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3159, pruned_loss=0.08076, over 2474982.21 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06395, over 18460.58 utterances.], batch size: 66, lr: 5.98e-04
2022-08-22 22:14:47,746 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 22:15:00,907 INFO [train.py:967] (0/8) 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 22:16:44,571 INFO [train.py:927] (0/8) Epoch 5, batch 12050, giga_loss[loss=0.2387, simple_loss=0.3238, pruned_loss=0.07679, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3171, pruned_loss=0.07996, over 2473804.46 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06683, over 17522.96 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3116, pruned_loss=0.07043, over 2461888.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.05027, over 7661.86 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3169, pruned_loss=0.08038, over 2474275.10 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06611, over 18391.19 utterances.], batch size: 45, lr: 5.98e-04
2022-08-22 22:18:25,642 INFO [train.py:927] (0/8) Epoch 5, batch 12100, giga_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08012, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03088, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.317, pruned_loss=0.07962, over 2473384.54 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06516, over 16797.15 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3123, pruned_loss=0.07064, over 2461929.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.04933, over 7646.39 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3162, pruned_loss=0.07998, over 2473981.79 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06511, over 17714.60 utterances.], batch size: 51, lr: 5.97e-04
2022-08-22 22:20:10,082 INFO [train.py:927] (0/8) Epoch 5, batch 12150, giga_loss[loss=0.2218, simple_loss=0.3045, pruned_loss=0.06954, over 12325.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02807, over 74.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.316, pruned_loss=0.07944, over 2473332.66 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06335, over 16370.09 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3127, pruned_loss=0.07102, over 2462326.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.04995, over 7695.99 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3152, pruned_loss=0.0796, over 2473702.23 frames. utt_duration=575 frames, utt_pad_proportion=0.0633, over 17254.92 utterances.], batch size: 74, lr: 5.97e-04
2022-08-22 22:21:51,095 INFO [train.py:927] (0/8) Epoch 5, batch 12200, libri_loss[loss=0.2629, simple_loss=0.3359, pruned_loss=0.09496, over 12444.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02108, over 43.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3164, pruned_loss=0.07978, over 2471970.37 frames. utt_duration=621.4 frames, utt_pad_proportion=0.05966, over 15949.93 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3126, pruned_loss=0.07104, over 2462914.61 frames. utt_duration=1281 frames, utt_pad_proportion=0.04936, over 7701.44 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3159, pruned_loss=0.08006, over 2471952.72 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06018, over 16848.88 utterances.], batch size: 43, lr: 5.97e-04
2022-08-22 22:23:31,614 INFO [train.py:927] (0/8) Epoch 5, batch 12250, giga_loss[loss=0.216, simple_loss=0.301, pruned_loss=0.06551, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03138, over 42.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3166, pruned_loss=0.07934, over 2472334.75 frames. utt_duration=624.3 frames, utt_pad_proportion=0.05709, over 15879.96 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3127, pruned_loss=0.07121, over 2462995.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.04937, over 7710.45 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3161, pruned_loss=0.07949, over 2472331.63 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05766, over 16651.79 utterances.], batch size: 42, lr: 5.97e-04
2022-08-22 22:25:11,979 INFO [train.py:927] (0/8) Epoch 5, batch 12300, giga_loss[loss=0.2215, simple_loss=0.2993, pruned_loss=0.07182, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02848, over 91.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3151, pruned_loss=0.07859, over 2472303.15 frames. utt_duration=646.3 frames, utt_pad_proportion=0.05799, over 15338.03 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.313, pruned_loss=0.07122, over 2463014.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.04859, over 7690.17 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3146, pruned_loss=0.07891, over 2472538.91 frames. utt_duration=612.7 frames, utt_pad_proportion=0.05884, over 16180.66 utterances.], batch size: 91, lr: 5.97e-04
2022-08-22 22:26:53,306 INFO [train.py:927] (0/8) Epoch 5, batch 12350, giga_loss[loss=0.2394, simple_loss=0.3115, pruned_loss=0.08365, over 12389.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02673, over 70.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3142, pruned_loss=0.07836, over 2472756.52 frames. utt_duration=626 frames, utt_pad_proportion=0.05982, over 15837.62 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3139, pruned_loss=0.07145, over 2463435.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.0482, over 7706.60 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07863, over 2472868.14 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06076, over 16759.60 utterances.], batch size: 70, lr: 5.97e-04
2022-08-22 22:28:32,597 INFO [train.py:927] (0/8) Epoch 5, batch 12400, giga_loss[loss=0.23, simple_loss=0.3081, pruned_loss=0.07595, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02597, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.07805, over 2472698.99 frames. utt_duration=652.4 frames, utt_pad_proportion=0.05531, over 15196.62 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3138, pruned_loss=0.07174, over 2463633.28 frames. utt_duration=1283 frames, utt_pad_proportion=0.04742, over 7690.61 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3117, pruned_loss=0.07819, over 2472843.58 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05678, over 16156.94 utterances.], batch size: 45, lr: 5.97e-04
2022-08-22 22:30:14,192 INFO [train.py:927] (0/8) Epoch 5, batch 12450, giga_loss[loss=0.2009, simple_loss=0.2758, pruned_loss=0.063, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03376, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3085, pruned_loss=0.07625, over 2472416.45 frames. utt_duration=663.7 frames, utt_pad_proportion=0.05213, over 14935.30 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3134, pruned_loss=0.07167, over 2463539.06 frames. utt_duration=1287 frames, utt_pad_proportion=0.04635, over 7663.23 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3081, pruned_loss=0.07658, over 2472844.68 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05405, over 15932.69 utterances.], batch size: 51, lr: 5.97e-04
2022-08-22 22:31:51,920 INFO [train.py:927] (0/8) Epoch 5, batch 12500, giga_loss[loss=0.1994, simple_loss=0.2761, pruned_loss=0.06133, over 12382.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3046, pruned_loss=0.07488, over 2472854.77 frames. utt_duration=646.4 frames, utt_pad_proportion=0.05593, over 15338.11 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3129, pruned_loss=0.07169, over 2463877.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04573, over 7634.14 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3046, pruned_loss=0.07518, over 2473052.34 frames. utt_duration=609 frames, utt_pad_proportion=0.05747, over 16283.30 utterances.], batch size: 62, lr: 5.96e-04
2022-08-22 22:33:35,551 INFO [train.py:927] (0/8) Epoch 5, batch 12550, giga_loss[loss=0.2042, simple_loss=0.2887, pruned_loss=0.05985, over 12267.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02778, over 54.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3034, pruned_loss=0.0741, over 2472794.53 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05294, over 15504.05 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3128, pruned_loss=0.07169, over 2464057.08 frames. utt_duration=1292 frames, utt_pad_proportion=0.04558, over 7638.56 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3034, pruned_loss=0.07438, over 2472911.46 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05441, over 16347.14 utterances.], batch size: 54, lr: 5.96e-04
2022-08-22 22:35:18,221 INFO [train.py:927] (0/8) Epoch 5, batch 12600, giga_loss[loss=0.2404, simple_loss=0.3267, pruned_loss=0.07698, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3045, pruned_loss=0.07386, over 2472870.43 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05871, over 16231.17 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3127, pruned_loss=0.07179, over 2464131.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.04468, over 7608.70 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3043, pruned_loss=0.07406, over 2473121.77 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06004, over 17153.12 utterances.], batch size: 133, lr: 5.96e-04
2022-08-22 22:36:59,292 INFO [train.py:927] (0/8) Epoch 5, batch 12650, giga_loss[loss=0.1885, simple_loss=0.2722, pruned_loss=0.05245, over 12213.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03647, over 33.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3055, pruned_loss=0.07427, over 2473124.35 frames. utt_duration=585.1 frames, utt_pad_proportion=0.0591, over 16950.31 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3127, pruned_loss=0.07219, over 2464217.68 frames. utt_duration=1300 frames, utt_pad_proportion=0.04387, over 7592.59 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3052, pruned_loss=0.07414, over 2473435.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06049, over 17877.26 utterances.], batch size: 33, lr: 5.96e-04
2022-08-22 22:38:40,039 INFO [train.py:927] (0/8) Epoch 5, batch 12700, libri_loss[loss=0.2412, simple_loss=0.3026, pruned_loss=0.08992, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005956, over 33.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3057, pruned_loss=0.07435, over 2473284.36 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06071, over 17315.97 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.313, pruned_loss=0.07282, over 2464004.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.04785, over 7652.21 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.305, pruned_loss=0.07368, over 2473929.13 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06032, over 18220.20 utterances.], batch size: 33, lr: 5.96e-04
2022-08-22 22:40:20,579 INFO [train.py:927] (0/8) Epoch 5, batch 12750, giga_loss[loss=0.1982, simple_loss=0.2841, pruned_loss=0.0562, over 12384.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05046, over 34.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3062, pruned_loss=0.07466, over 2473499.74 frames. utt_duration=583 frames, utt_pad_proportion=0.05685, over 17014.65 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.313, pruned_loss=0.0731, over 2464003.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04725, over 7645.60 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3054, pruned_loss=0.07395, over 2474274.88 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05708, over 18001.38 utterances.], batch size: 34, lr: 5.96e-04
2022-08-22 22:42:00,933 INFO [train.py:927] (0/8) Epoch 5, batch 12800, giga_loss[loss=0.2287, simple_loss=0.3064, pruned_loss=0.07546, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03908, over 31.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3098, pruned_loss=0.0766, over 2473426.34 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05519, over 17443.86 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3142, pruned_loss=0.07382, over 2463958.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.04701, over 7663.52 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3081, pruned_loss=0.07543, over 2474300.36 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05561, over 18433.40 utterances.], batch size: 31, lr: 5.96e-04
2022-08-22 22:43:40,291 INFO [train.py:927] (0/8) Epoch 5, batch 12850, giga_loss[loss=0.2241, simple_loss=0.3081, pruned_loss=0.07009, over 12384.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05053, over 34.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.07767, over 2473278.76 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05956, over 17670.03 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3144, pruned_loss=0.07423, over 2464422.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05086, over 7729.47 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3098, pruned_loss=0.07646, over 2473778.33 frames. utt_duration=533.1 frames, utt_pad_proportion=0.05854, over 18615.92 utterances.], batch size: 34, lr: 5.96e-04
2022-08-22 22:45:19,333 INFO [train.py:927] (0/8) Epoch 5, batch 12900, giga_loss[loss=0.2477, simple_loss=0.3343, pruned_loss=0.08051, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07794, over 2473734.26 frames. utt_duration=565 frames, utt_pad_proportion=0.05809, over 17559.77 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3143, pruned_loss=0.07463, over 2464483.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.04965, over 7720.78 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3106, pruned_loss=0.07672, over 2474384.36 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05793, over 18688.52 utterances.], batch size: 122, lr: 5.95e-04
2022-08-22 22:46:58,737 INFO [train.py:927] (0/8) Epoch 5, batch 12950, giga_loss[loss=0.2217, simple_loss=0.2952, pruned_loss=0.07404, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0257, over 45.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07773, over 2473301.72 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06005, over 18180.34 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3148, pruned_loss=0.07524, over 2464524.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.04927, over 7734.68 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.31, pruned_loss=0.07628, over 2474104.02 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06012, over 19415.11 utterances.], batch size: 45, lr: 5.95e-04
2022-08-22 22:48:39,584 INFO [train.py:927] (0/8) Epoch 5, batch 13000, giga_loss[loss=0.1915, simple_loss=0.2711, pruned_loss=0.05589, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04431, over 37.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3094, pruned_loss=0.07644, over 2473073.57 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05724, over 18184.74 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3142, pruned_loss=0.07526, over 2464218.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04842, over 7695.72 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07533, over 2474166.65 frames. utt_duration=510.5 frames, utt_pad_proportion=0.05782, over 19444.92 utterances.], batch size: 37, lr: 5.95e-04
2022-08-22 22:50:21,783 INFO [train.py:927] (0/8) Epoch 5, batch 13050, giga_loss[loss=0.2121, simple_loss=0.2948, pruned_loss=0.06466, over 12371.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02739, over 48.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07615, over 2472953.29 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05721, over 18145.77 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3142, pruned_loss=0.0757, over 2464048.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.04726, over 7674.39 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3089, pruned_loss=0.0749, over 2474353.82 frames. utt_duration=506 frames, utt_pad_proportion=0.05828, over 19616.96 utterances.], batch size: 48, lr: 5.95e-04
2022-08-22 22:51:57,667 INFO [train.py:927] (0/8) Epoch 5, batch 13100, giga_loss[loss=0.221, simple_loss=0.3012, pruned_loss=0.07038, over 12354.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.0755, over 2473959.09 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05479, over 17766.95 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3141, pruned_loss=0.07591, over 2464312.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04668, over 7659.91 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3085, pruned_loss=0.07433, over 2475001.59 frames. utt_duration=519 frames, utt_pad_proportion=0.05608, over 19132.32 utterances.], batch size: 58, lr: 5.95e-04
2022-08-22 22:53:25,513 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-118000.pt
2022-08-22 22:53:41,166 INFO [train.py:927] (0/8) Epoch 5, batch 13150, giga_loss[loss=0.2077, simple_loss=0.291, pruned_loss=0.06219, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3065, pruned_loss=0.07511, over 2473954.30 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05105, over 17146.50 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3137, pruned_loss=0.07592, over 2464610.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04552, over 7627.38 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.306, pruned_loss=0.07412, over 2474835.71 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05289, over 18586.44 utterances.], batch size: 97, lr: 5.95e-04
2022-08-22 22:55:21,028 INFO [train.py:927] (0/8) Epoch 5, batch 13200, giga_loss[loss=0.2256, simple_loss=0.3123, pruned_loss=0.06949, over 12409.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0502, over 161.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3051, pruned_loss=0.07551, over 2473119.96 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05323, over 17505.99 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07642, over 2464285.56 frames. utt_duration=1293 frames, utt_pad_proportion=0.04504, over 7633.95 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3044, pruned_loss=0.07425, over 2474414.22 frames. utt_duration=523.5 frames, utt_pad_proportion=0.05477, over 18959.82 utterances.], batch size: 161, lr: 5.95e-04
2022-08-22 22:56:58,209 INFO [train.py:927] (0/8) Epoch 5, batch 13250, giga_loss[loss=0.22, simple_loss=0.2974, pruned_loss=0.0713, over 12414.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03248, over 80.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.303, pruned_loss=0.0752, over 2473364.53 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05549, over 17150.50 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3147, pruned_loss=0.07735, over 2464505.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05376, over 7789.68 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3016, pruned_loss=0.07337, over 2474347.56 frames. utt_duration=541 frames, utt_pad_proportion=0.05359, over 18344.81 utterances.], batch size: 80, lr: 5.95e-04
2022-08-22 22:58:37,374 INFO [train.py:927] (0/8) Epoch 5, batch 13300, giga_loss[loss=0.234, simple_loss=0.3036, pruned_loss=0.0822, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07178, over 212.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.2997, pruned_loss=0.07323, over 2473127.73 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05354, over 17197.27 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3153, pruned_loss=0.07761, over 2464837.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05288, over 7772.97 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2977, pruned_loss=0.07145, over 2473801.99 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05247, over 18377.71 utterances.], batch size: 212, lr: 5.94e-04
2022-08-22 23:00:14,717 INFO [train.py:927] (0/8) Epoch 5, batch 13350, giga_loss[loss=0.2968, simple_loss=0.3575, pruned_loss=0.118, over 12389.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3011, pruned_loss=0.07402, over 2473077.75 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05622, over 17244.57 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3164, pruned_loss=0.07869, over 2465270.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05702, over 7860.75 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07159, over 2473415.29 frames. utt_duration=542 frames, utt_pad_proportion=0.05373, over 18304.34 utterances.], batch size: 258, lr: 5.94e-04
2022-08-22 23:01:52,876 INFO [train.py:927] (0/8) Epoch 5, batch 13400, giga_loss[loss=0.2137, simple_loss=0.2963, pruned_loss=0.06558, over 12371.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03067, over 62.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3032, pruned_loss=0.07473, over 2473790.85 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05603, over 17206.19 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3162, pruned_loss=0.07875, over 2465463.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05645, over 7846.85 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07271, over 2474000.08 frames. utt_duration=546 frames, utt_pad_proportion=0.05425, over 18175.12 utterances.], batch size: 62, lr: 5.94e-04
2022-08-22 23:03:31,014 INFO [train.py:927] (0/8) Epoch 5, batch 13450, giga_loss[loss=0.3112, simple_loss=0.3617, pruned_loss=0.1304, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09795, over 256.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3066, pruned_loss=0.07653, over 2473367.90 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05733, over 17808.63 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3167, pruned_loss=0.07924, over 2465458.69 frames. utt_duration=1249 frames, utt_pad_proportion=0.05981, over 7908.29 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3041, pruned_loss=0.07441, over 2473695.20 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05465, over 18699.48 utterances.], batch size: 256, lr: 5.94e-04
2022-08-22 23:05:18,631 INFO [train.py:927] (0/8) Epoch 5, batch 13500, giga_loss[loss=0.244, simple_loss=0.3225, pruned_loss=0.08276, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03846, over 31.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3117, pruned_loss=0.07998, over 2473562.10 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06089, over 18233.00 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3163, pruned_loss=0.0791, over 2465508.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.05898, over 7877.36 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.31, pruned_loss=0.07844, over 2473938.71 frames. utt_duration=518 frames, utt_pad_proportion=0.05901, over 19160.23 utterances.], batch size: 31, lr: 5.94e-04
2022-08-22 23:07:03,180 INFO [train.py:927] (0/8) Epoch 5, batch 13550, giga_loss[loss=0.4, simple_loss=0.42, pruned_loss=0.19, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3187, pruned_loss=0.08537, over 2474069.68 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07025, over 19697.83 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3164, pruned_loss=0.0794, over 2465668.74 frames. utt_duration=1257 frames, utt_pad_proportion=0.05816, over 7856.89 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3173, pruned_loss=0.08396, over 2474375.24 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06885, over 20662.93 utterances.], batch size: 259, lr: 5.94e-04
2022-08-22 23:08:48,637 INFO [train.py:927] (0/8) Epoch 5, batch 13600, giga_loss[loss=0.3252, simple_loss=0.3747, pruned_loss=0.1378, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03606, over 113.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3276, pruned_loss=0.09292, over 2473347.92 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07343, over 20629.62 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3168, pruned_loss=0.07986, over 2465515.53 frames. utt_duration=1247 frames, utt_pad_proportion=0.06219, over 7915.62 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3263, pruned_loss=0.09158, over 2473889.08 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07101, over 21569.48 utterances.], batch size: 113, lr: 5.94e-04
2022-08-22 23:10:32,032 INFO [train.py:927] (0/8) Epoch 5, batch 13650, giga_loss[loss=0.2771, simple_loss=0.3476, pruned_loss=0.1033, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03863, over 113.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3314, pruned_loss=0.09549, over 2473432.96 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07426, over 20397.92 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3169, pruned_loss=0.07996, over 2465738.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.06102, over 7886.04 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3305, pruned_loss=0.09467, over 2473832.88 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07276, over 21463.91 utterances.], batch size: 113, lr: 5.94e-04
2022-08-22 23:12:17,208 INFO [train.py:927] (0/8) Epoch 5, batch 13700, libri_loss[loss=0.2677, simple_loss=0.344, pruned_loss=0.09569, over 12451.00 frames. utt_duration=756.4 frames, utt_pad_proportion=0.1385, over 66.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3356, pruned_loss=0.09949, over 2474392.84 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07674, over 20792.39 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3174, pruned_loss=0.08044, over 2466204.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.06606, over 8006.31 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3349, pruned_loss=0.09878, over 2474471.14 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07386, over 21816.82 utterances.], batch size: 66, lr: 5.93e-04
2022-08-22 23:14:03,241 INFO [train.py:927] (0/8) Epoch 5, batch 13750, giga_loss[loss=0.2284, simple_loss=0.305, pruned_loss=0.07597, over 12397.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02386, over 48.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3394, pruned_loss=0.1028, over 2474166.22 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07657, over 20851.99 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3171, pruned_loss=0.08069, over 2466147.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06553, over 8012.96 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3397, pruned_loss=0.1027, over 2474586.61 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07456, over 22162.22 utterances.], batch size: 48, lr: 5.93e-04
2022-08-22 23:15:48,640 INFO [train.py:927] (0/8) Epoch 5, batch 13800, giga_loss[loss=0.2576, simple_loss=0.3154, pruned_loss=0.09995, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3412, pruned_loss=0.1051, over 2474671.62 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07807, over 20920.18 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3181, pruned_loss=0.08133, over 2466167.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.06557, over 8057.17 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3414, pruned_loss=0.1053, over 2475307.97 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07662, over 22420.55 utterances.], batch size: 39, lr: 5.93e-04
2022-08-22 23:17:32,996 INFO [train.py:927] (0/8) Epoch 5, batch 13850, giga_loss[loss=0.2666, simple_loss=0.3409, pruned_loss=0.09611, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03333, over 104.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3407, pruned_loss=0.1041, over 2474589.37 frames. utt_duration=476.9 frames, utt_pad_proportion=0.08006, over 20820.17 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3183, pruned_loss=0.08143, over 2466302.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06529, over 8055.88 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3408, pruned_loss=0.1043, over 2474994.19 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07893, over 22058.89 utterances.], batch size: 104, lr: 5.93e-04
2022-08-22 23:19:13,341 INFO [train.py:927] (0/8) Epoch 5, batch 13900, giga_loss[loss=0.2811, simple_loss=0.3463, pruned_loss=0.1079, over 12362.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0343, over 104.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3425, pruned_loss=0.1048, over 2474350.69 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08079, over 21275.47 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3183, pruned_loss=0.08144, over 2465922.67 frames. utt_duration=1234 frames, utt_pad_proportion=0.06422, over 8005.97 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3431, pruned_loss=0.1055, over 2475187.95 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08027, over 22589.24 utterances.], batch size: 104, lr: 5.93e-04
2022-08-22 23:20:57,628 INFO [train.py:927] (0/8) Epoch 5, batch 13950, libri_loss[loss=0.2311, simple_loss=0.2968, pruned_loss=0.08273, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00752, over 31.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3411, pruned_loss=0.1033, over 2474593.18 frames. utt_duration=457.1 frames, utt_pad_proportion=0.079, over 21725.21 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3184, pruned_loss=0.08183, over 2466097.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06244, over 7977.36 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3425, pruned_loss=0.1044, over 2475445.71 frames. utt_duration=425 frames, utt_pad_proportion=0.07947, over 23378.39 utterances.], batch size: 31, lr: 5.93e-04
2022-08-22 23:22:39,904 INFO [train.py:927] (0/8) Epoch 5, batch 14000, giga_loss[loss=0.2621, simple_loss=0.3408, pruned_loss=0.09172, over 12400.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02496, over 66.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3394, pruned_loss=0.1017, over 2475301.02 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07821, over 22143.72 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.08186, over 2466595.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.06134, over 7940.24 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3413, pruned_loss=0.1031, over 2475735.13 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07907, over 23814.55 utterances.], batch size: 66, lr: 5.93e-04
2022-08-22 23:24:26,823 INFO [train.py:927] (0/8) Epoch 5, batch 14050, giga_loss[loss=0.2485, simple_loss=0.3189, pruned_loss=0.0891, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02867, over 45.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3383, pruned_loss=0.1008, over 2475035.03 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07873, over 22800.74 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08187, over 2466502.43 frames. utt_duration=1247 frames, utt_pad_proportion=0.06094, over 7920.89 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3401, pruned_loss=0.102, over 2475535.83 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07953, over 24262.35 utterances.], batch size: 45, lr: 5.93e-04
2022-08-22 23:26:15,725 INFO [train.py:927] (0/8) Epoch 5, batch 14100, giga_loss[loss=0.2362, simple_loss=0.312, pruned_loss=0.08017, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03874, over 40.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3371, pruned_loss=0.0994, over 2474819.29 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0755, over 22043.61 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.08191, over 2466549.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.06024, over 7907.14 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3387, pruned_loss=0.1006, over 2475286.20 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07658, over 23391.87 utterances.], batch size: 40, lr: 5.92e-04
2022-08-22 23:28:04,267 INFO [train.py:927] (0/8) Epoch 5, batch 14150, giga_loss[loss=0.2602, simple_loss=0.3482, pruned_loss=0.08608, over 12387.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3371, pruned_loss=0.0972, over 2475204.60 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07604, over 21465.50 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3183, pruned_loss=0.08245, over 2466907.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.06442, over 7970.00 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3386, pruned_loss=0.09807, over 2475485.95 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07573, over 22863.85 utterances.], batch size: 62, lr: 5.92e-04
2022-08-22 23:29:48,393 INFO [train.py:927] (0/8) Epoch 5, batch 14200, giga_loss[loss=0.2345, simple_loss=0.314, pruned_loss=0.07752, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02836, over 45.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3366, pruned_loss=0.09681, over 2474720.69 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07483, over 21482.57 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.318, pruned_loss=0.08243, over 2466570.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.06339, over 7942.17 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3385, pruned_loss=0.09784, over 2475416.91 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07507, over 22923.34 utterances.], batch size: 45, lr: 5.92e-04
2022-08-22 23:31:33,432 INFO [train.py:927] (0/8) Epoch 5, batch 14250, giga_loss[loss=0.3014, simple_loss=0.3606, pruned_loss=0.1211, over 12400.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.0511, over 161.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3351, pruned_loss=0.09634, over 2475150.07 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07533, over 21762.84 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.0827, over 2466821.40 frames. utt_duration=1246 frames, utt_pad_proportion=0.06245, over 7926.43 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3367, pruned_loss=0.09719, over 2475624.54 frames. utt_duration=429 frames, utt_pad_proportion=0.07585, over 23159.38 utterances.], batch size: 161, lr: 5.92e-04
2022-08-22 23:33:18,387 INFO [train.py:927] (0/8) Epoch 5, batch 14300, giga_loss[loss=0.3429, simple_loss=0.373, pruned_loss=0.1564, over 12388.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3344, pruned_loss=0.09697, over 2474933.69 frames. utt_duration=454 frames, utt_pad_proportion=0.07527, over 21876.07 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08326, over 2466929.27 frames. utt_duration=1246 frames, utt_pad_proportion=0.06176, over 7926.95 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3354, pruned_loss=0.0974, over 2475340.92 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07594, over 23226.65 utterances.], batch size: 259, lr: 5.92e-04
2022-08-22 23:35:06,833 INFO [train.py:927] (0/8) Epoch 5, batch 14350, giga_loss[loss=0.2167, simple_loss=0.3055, pruned_loss=0.06394, over 12394.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3345, pruned_loss=0.0971, over 2474380.23 frames. utt_duration=452 frames, utt_pad_proportion=0.08171, over 21966.25 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08365, over 2467222.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06103, over 7917.10 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3354, pruned_loss=0.09726, over 2474541.08 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08221, over 23232.17 utterances.], batch size: 62, lr: 5.92e-04
2022-08-22 23:36:54,271 INFO [train.py:927] (0/8) Epoch 5, batch 14400, giga_loss[loss=0.2525, simple_loss=0.332, pruned_loss=0.08646, over 12368.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02901, over 85.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3343, pruned_loss=0.09565, over 2474828.94 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07654, over 21464.88 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3202, pruned_loss=0.08377, over 2467419.94 frames. utt_duration=1250 frames, utt_pad_proportion=0.06002, over 7905.85 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3342, pruned_loss=0.0959, over 2474906.95 frames. utt_duration=437 frames, utt_pad_proportion=0.07763, over 22729.13 utterances.], batch size: 85, lr: 5.92e-04
2022-08-22 23:38:38,530 INFO [train.py:927] (0/8) Epoch 5, batch 14450, giga_loss[loss=0.2774, simple_loss=0.3433, pruned_loss=0.1058, over 12423.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06682, over 184.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3319, pruned_loss=0.09477, over 2474873.48 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07884, over 21362.96 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3201, pruned_loss=0.08386, over 2467432.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.0594, over 7888.30 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3321, pruned_loss=0.09505, over 2475050.19 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07985, over 22553.88 utterances.], batch size: 184, lr: 5.92e-04
2022-08-22 23:40:23,195 INFO [train.py:927] (0/8) Epoch 5, batch 14500, giga_loss[loss=0.2459, simple_loss=0.317, pruned_loss=0.08743, over 12384.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02592, over 48.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3304, pruned_loss=0.09451, over 2474508.42 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07578, over 20836.59 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3203, pruned_loss=0.08443, over 2467133.16 frames. utt_duration=1244 frames, utt_pad_proportion=0.06223, over 7939.85 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3307, pruned_loss=0.0945, over 2475125.20 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07605, over 22107.26 utterances.], batch size: 48, lr: 5.91e-04
2022-08-22 23:42:08,568 INFO [train.py:927] (0/8) Epoch 5, batch 14550, giga_loss[loss=0.3309, simple_loss=0.372, pruned_loss=0.1449, over 12360.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09925, over 256.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3299, pruned_loss=0.09497, over 2474056.17 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07319, over 21079.34 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08457, over 2467353.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.06155, over 7940.70 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3301, pruned_loss=0.09498, over 2474437.85 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07381, over 22267.18 utterances.], batch size: 256, lr: 5.91e-04
2022-08-22 23:43:52,364 INFO [train.py:927] (0/8) Epoch 5, batch 14600, giga_loss[loss=0.298, simple_loss=0.3549, pruned_loss=0.1205, over 12366.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3292, pruned_loss=0.09358, over 2474420.17 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07052, over 20589.70 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3207, pruned_loss=0.08493, over 2467635.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.06064, over 7948.24 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3295, pruned_loss=0.09359, over 2474686.86 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07159, over 21930.34 utterances.], batch size: 146, lr: 5.91e-04
2022-08-22 23:45:35,617 INFO [train.py:927] (0/8) Epoch 5, batch 14650, giga_loss[loss=0.241, simple_loss=0.3145, pruned_loss=0.08371, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03705, over 40.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3291, pruned_loss=0.09305, over 2474669.20 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07191, over 20359.25 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3207, pruned_loss=0.08502, over 2467527.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05976, over 7927.40 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3294, pruned_loss=0.09311, over 2475113.53 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07305, over 21672.00 utterances.], batch size: 40, lr: 5.91e-04
2022-08-22 23:47:21,003 INFO [train.py:927] (0/8) Epoch 5, batch 14700, giga_loss[loss=0.2728, simple_loss=0.3433, pruned_loss=0.1012, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03174, over 51.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3307, pruned_loss=0.09462, over 2474785.15 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07159, over 20171.44 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3207, pruned_loss=0.08516, over 2467545.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05867, over 7901.41 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3313, pruned_loss=0.09478, over 2475277.90 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07302, over 21530.73 utterances.], batch size: 51, lr: 5.91e-04
2022-08-22 23:49:04,028 INFO [train.py:927] (0/8) Epoch 5, batch 14750, giga_loss[loss=0.2732, simple_loss=0.3391, pruned_loss=0.1036, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3313, pruned_loss=0.09647, over 2474682.18 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07699, over 20658.78 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3209, pruned_loss=0.0855, over 2467684.81 frames. utt_duration=1226 frames, utt_pad_proportion=0.06766, over 8062.38 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3319, pruned_loss=0.09655, over 2475137.82 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07508, over 21933.03 utterances.], batch size: 146, lr: 5.91e-04
2022-08-22 23:50:46,686 INFO [train.py:927] (0/8) Epoch 5, batch 14800, giga_loss[loss=0.2556, simple_loss=0.327, pruned_loss=0.09211, over 12370.00 frames. utt_duration=310.6 frames, utt_pad_proportion=0.04737, over 160.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3313, pruned_loss=0.09654, over 2475183.41 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07623, over 21009.41 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08551, over 2467769.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.06649, over 8045.09 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3321, pruned_loss=0.0969, over 2475662.12 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07526, over 22395.68 utterances.], batch size: 160, lr: 5.91e-04
2022-08-22 23:52:30,499 INFO [train.py:927] (0/8) Epoch 5, batch 14850, giga_loss[loss=0.2395, simple_loss=0.3163, pruned_loss=0.08137, over 12368.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3301, pruned_loss=0.09505, over 2474256.91 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07831, over 20979.41 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3208, pruned_loss=0.08564, over 2467693.69 frames. utt_duration=1232 frames, utt_pad_proportion=0.06508, over 8020.10 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.331, pruned_loss=0.09549, over 2474857.38 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07794, over 22461.84 utterances.], batch size: 161, lr: 5.91e-04
2022-08-22 23:54:18,441 INFO [train.py:927] (0/8) Epoch 5, batch 14900, giga_loss[loss=0.2523, simple_loss=0.3169, pruned_loss=0.09388, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02603, over 45.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3287, pruned_loss=0.09417, over 2474646.16 frames. utt_duration=465.4 frames, utt_pad_proportion=0.08146, over 21336.34 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3211, pruned_loss=0.08594, over 2467899.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06879, over 8097.51 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3292, pruned_loss=0.09433, over 2474994.67 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07994, over 22545.30 utterances.], batch size: 45, lr: 5.90e-04
2022-08-22 23:56:01,969 INFO [train.py:927] (0/8) Epoch 5, batch 14950, giga_loss[loss=0.2557, simple_loss=0.3299, pruned_loss=0.09077, over 12350.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02964, over 66.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3266, pruned_loss=0.09309, over 2474616.34 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07551, over 20527.17 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08608, over 2467909.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.06776, over 8076.65 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3272, pruned_loss=0.09324, over 2475019.71 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07495, over 21723.28 utterances.], batch size: 66, lr: 5.90e-04
2022-08-22 23:57:49,917 INFO [train.py:927] (0/8) Epoch 5, batch 15000, giga_loss[loss=0.3058, simple_loss=0.3751, pruned_loss=0.1183, over 12414.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07617, over 213.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3304, pruned_loss=0.09326, over 2474833.51 frames. utt_duration=505.4 frames, utt_pad_proportion=0.0696, over 19645.54 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08609, over 2467854.68 frames. utt_duration=1224 frames, utt_pad_proportion=0.06691, over 8073.02 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.331, pruned_loss=0.09348, over 2475324.37 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06977, over 20811.15 utterances.], batch size: 213, lr: 5.90e-04
2022-08-22 23:57:49,923 INFO [train.py:958] (0/8) Computing validation loss
2022-08-22 23:58:03,587 INFO [train.py:967] (0/8) 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 23:59:45,299 INFO [train.py:927] (0/8) Epoch 5, batch 15050, giga_loss[loss=0.259, simple_loss=0.3299, pruned_loss=0.09402, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04417, over 34.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3339, pruned_loss=0.0949, over 2475371.22 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07037, over 20122.02 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3212, pruned_loss=0.08617, over 2468034.42 frames. utt_duration=1224 frames, utt_pad_proportion=0.06648, over 8074.31 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3343, pruned_loss=0.09507, over 2475668.68 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07063, over 21139.61 utterances.], batch size: 34, lr: 5.90e-04
2022-08-23 00:01:27,787 INFO [train.py:927] (0/8) Epoch 5, batch 15100, libri_loss[loss=0.2702, simple_loss=0.333, pruned_loss=0.1037, over 12398.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02276, over 43.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3365, pruned_loss=0.09694, over 2475122.53 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06765, over 20269.09 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3211, pruned_loss=0.08629, over 2468027.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.06577, over 8061.31 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.337, pruned_loss=0.09709, over 2475450.92 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06821, over 21242.16 utterances.], batch size: 43, lr: 5.90e-04
2022-08-23 00:02:57,656 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-120000.pt
2022-08-23 00:03:16,247 INFO [train.py:927] (0/8) Epoch 5, batch 15150, giga_loss[loss=0.2523, simple_loss=0.3191, pruned_loss=0.09278, over 12414.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3346, pruned_loss=0.09691, over 2474665.51 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07156, over 20039.90 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3212, pruned_loss=0.08668, over 2468222.67 frames. utt_duration=1218 frames, utt_pad_proportion=0.06799, over 8117.02 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3355, pruned_loss=0.09709, over 2474988.65 frames. utt_duration=468 frames, utt_pad_proportion=0.07119, over 21217.55 utterances.], batch size: 133, lr: 5.90e-04
2022-08-23 00:04:57,794 INFO [train.py:927] (0/8) Epoch 5, batch 15200, giga_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08689, over 12443.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03051, over 55.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.09698, over 2474741.31 frames. utt_duration=496 frames, utt_pad_proportion=0.07159, over 20014.79 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3208, pruned_loss=0.08641, over 2468426.52 frames. utt_duration=1223 frames, utt_pad_proportion=0.06673, over 8082.52 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3343, pruned_loss=0.09756, over 2474956.49 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07172, over 21231.73 utterances.], batch size: 55, lr: 5.90e-04
2022-08-23 00:06:40,769 INFO [train.py:927] (0/8) Epoch 5, batch 15250, giga_loss[loss=0.2281, simple_loss=0.3015, pruned_loss=0.07732, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02733, over 55.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3337, pruned_loss=0.09754, over 2474834.09 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06738, over 19793.73 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3214, pruned_loss=0.08665, over 2468554.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06595, over 8066.38 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3344, pruned_loss=0.09792, over 2474961.55 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06798, over 20927.81 utterances.], batch size: 55, lr: 5.90e-04
2022-08-23 00:08:24,453 INFO [train.py:927] (0/8) Epoch 5, batch 15300, giga_loss[loss=0.2528, simple_loss=0.3266, pruned_loss=0.08951, over 12374.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03952, over 145.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3314, pruned_loss=0.09695, over 2473385.66 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06963, over 19682.99 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3209, pruned_loss=0.08654, over 2468272.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06834, over 8087.90 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3327, pruned_loss=0.09769, over 2473908.51 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06924, over 20939.38 utterances.], batch size: 145, lr: 5.89e-04
2022-08-23 00:10:09,955 INFO [train.py:927] (0/8) Epoch 5, batch 15350, giga_loss[loss=0.2436, simple_loss=0.3219, pruned_loss=0.08272, over 12346.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03267, over 51.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3327, pruned_loss=0.09717, over 2473655.24 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06661, over 19832.32 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08648, over 2468225.72 frames. utt_duration=1225 frames, utt_pad_proportion=0.06787, over 8069.07 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.334, pruned_loss=0.09788, over 2474148.13 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0666, over 20928.80 utterances.], batch size: 51, lr: 5.89e-04
2022-08-23 00:11:54,292 INFO [train.py:927] (0/8) Epoch 5, batch 15400, giga_loss[loss=0.2277, simple_loss=0.3211, pruned_loss=0.06717, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04468, over 34.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3321, pruned_loss=0.09641, over 2474202.08 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06473, over 19112.19 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3207, pruned_loss=0.08668, over 2468320.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06729, over 8075.17 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09707, over 2474654.56 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06497, over 20293.91 utterances.], batch size: 34, lr: 5.89e-04
2022-08-23 00:13:37,927 INFO [train.py:927] (0/8) Epoch 5, batch 15450, giga_loss[loss=0.2728, simple_loss=0.3496, pruned_loss=0.09796, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02777, over 42.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3338, pruned_loss=0.09482, over 2474711.48 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06587, over 19197.91 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08692, over 2468551.72 frames. utt_duration=1226 frames, utt_pad_proportion=0.06675, over 8064.44 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3349, pruned_loss=0.09523, over 2474928.05 frames. utt_duration=491 frames, utt_pad_proportion=0.06616, over 20223.80 utterances.], batch size: 42, lr: 5.89e-04
2022-08-23 00:15:19,768 INFO [train.py:927] (0/8) Epoch 5, batch 15500, giga_loss[loss=0.2855, simple_loss=0.3536, pruned_loss=0.1088, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3369, pruned_loss=0.09644, over 2475050.64 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06599, over 19344.44 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3214, pruned_loss=0.08729, over 2468203.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06533, over 8045.73 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3376, pruned_loss=0.0967, over 2475754.45 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06666, over 20532.32 utterances.], batch size: 75, lr: 5.89e-04
2022-08-23 00:17:02,018 INFO [train.py:927] (0/8) Epoch 5, batch 15550, giga_loss[loss=0.2836, simple_loss=0.3562, pruned_loss=0.1055, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.02865, over 75.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3377, pruned_loss=0.09816, over 2475300.47 frames. utt_duration=511 frames, utt_pad_proportion=0.06656, over 19431.34 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.0873, over 2468171.81 frames. utt_duration=1235 frames, utt_pad_proportion=0.06401, over 8004.80 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3389, pruned_loss=0.09866, over 2476082.07 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06753, over 20724.97 utterances.], batch size: 75, lr: 5.89e-04
2022-08-23 00:18:43,443 INFO [train.py:927] (0/8) Epoch 5, batch 15600, giga_loss[loss=0.2429, simple_loss=0.3296, pruned_loss=0.07806, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03091, over 42.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3361, pruned_loss=0.09739, over 2475250.00 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06875, over 19610.53 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3206, pruned_loss=0.08712, over 2468096.81 frames. utt_duration=1231 frames, utt_pad_proportion=0.06612, over 8030.27 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3381, pruned_loss=0.09822, over 2476100.20 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06877, over 20919.76 utterances.], batch size: 42, lr: 5.89e-04
2022-08-23 00:20:25,298 INFO [train.py:927] (0/8) Epoch 5, batch 15650, giga_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06563, over 12075.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03971, over 30.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3355, pruned_loss=0.09502, over 2474249.37 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06839, over 18665.95 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3202, pruned_loss=0.08711, over 2467890.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06921, over 8063.39 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3379, pruned_loss=0.096, over 2475355.14 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06745, over 20050.32 utterances.], batch size: 30, lr: 5.89e-04
2022-08-23 00:22:07,934 INFO [train.py:927] (0/8) Epoch 5, batch 15700, giga_loss[loss=0.234, simple_loss=0.3223, pruned_loss=0.07285, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04446, over 28.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3359, pruned_loss=0.09513, over 2473775.30 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06451, over 18964.08 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3205, pruned_loss=0.08737, over 2468030.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.0684, over 8063.86 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3379, pruned_loss=0.09586, over 2474671.01 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06425, over 20298.38 utterances.], batch size: 28, lr: 5.88e-04
2022-08-23 00:23:52,133 INFO [train.py:927] (0/8) Epoch 5, batch 15750, giga_loss[loss=0.2877, simple_loss=0.3398, pruned_loss=0.1177, over 12359.00 frames. utt_duration=619.7 frames, utt_pad_proportion=0.03779, over 80.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3355, pruned_loss=0.09611, over 2473664.92 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06355, over 18888.37 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3206, pruned_loss=0.0875, over 2468271.02 frames. utt_duration=1226 frames, utt_pad_proportion=0.06737, over 8065.79 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3375, pruned_loss=0.09683, over 2474352.56 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06373, over 20295.25 utterances.], batch size: 80, lr: 5.88e-04
2022-08-23 00:25:33,967 INFO [train.py:927] (0/8) Epoch 5, batch 15800, giga_loss[loss=0.255, simple_loss=0.3224, pruned_loss=0.09377, over 12306.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.03089, over 70.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3333, pruned_loss=0.09612, over 2474211.29 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06905, over 19591.51 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3197, pruned_loss=0.08703, over 2468528.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06492, over 7998.05 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3363, pruned_loss=0.09751, over 2474785.55 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06965, over 21288.13 utterances.], batch size: 70, lr: 5.88e-04
2022-08-23 00:27:13,107 INFO [train.py:927] (0/8) Epoch 5, batch 15850, giga_loss[loss=0.2622, simple_loss=0.3409, pruned_loss=0.09174, over 12337.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03112, over 70.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3339, pruned_loss=0.09784, over 2475328.86 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06797, over 20620.04 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3199, pruned_loss=0.08743, over 2468511.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.0639, over 7981.22 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3364, pruned_loss=0.09877, over 2475907.95 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06884, over 22183.51 utterances.], batch size: 70, lr: 5.88e-04
2022-08-23 00:28:53,619 INFO [train.py:927] (0/8) Epoch 5, batch 15900, giga_loss[loss=0.2685, simple_loss=0.3442, pruned_loss=0.09642, over 12402.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.0578, over 182.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3321, pruned_loss=0.09618, over 2475435.37 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06634, over 21066.88 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3202, pruned_loss=0.08775, over 2468437.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.06225, over 7946.25 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3344, pruned_loss=0.09698, over 2476210.19 frames. utt_duration=436.6 frames, utt_pad_proportion=0.0677, over 22765.45 utterances.], batch size: 182, lr: 5.88e-04
2022-08-23 00:30:34,747 INFO [train.py:927] (0/8) Epoch 5, batch 15950, giga_loss[loss=0.2152, simple_loss=0.3, pruned_loss=0.06518, over 12478.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02906, over 55.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.329, pruned_loss=0.0936, over 2475071.53 frames. utt_duration=480 frames, utt_pad_proportion=0.06681, over 20691.50 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3197, pruned_loss=0.08759, over 2468378.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06101, over 7924.74 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3316, pruned_loss=0.09463, over 2476006.09 frames. utt_duration=440.4 frames, utt_pad_proportion=0.06838, over 22564.49 utterances.], batch size: 55, lr: 5.88e-04
2022-08-23 00:32:23,565 INFO [train.py:927] (0/8) Epoch 5, batch 16000, giga_loss[loss=0.2001, simple_loss=0.2733, pruned_loss=0.06341, over 12389.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3254, pruned_loss=0.09188, over 2475173.15 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06678, over 20596.33 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3198, pruned_loss=0.0877, over 2468462.03 frames. utt_duration=1247 frames, utt_pad_proportion=0.06035, over 7928.26 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09269, over 2475947.90 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06826, over 22288.93 utterances.], batch size: 91, lr: 5.88e-04
2022-08-23 00:34:09,418 INFO [train.py:927] (0/8) Epoch 5, batch 16050, giga_loss[loss=0.2529, simple_loss=0.3309, pruned_loss=0.08748, over 12244.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03445, over 28.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3268, pruned_loss=0.09235, over 2475703.46 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07075, over 21541.60 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.32, pruned_loss=0.08769, over 2468517.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06012, over 7922.62 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3283, pruned_loss=0.09301, over 2476291.27 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07171, over 22925.89 utterances.], batch size: 28, lr: 5.88e-04
2022-08-23 00:35:49,739 INFO [train.py:927] (0/8) Epoch 5, batch 16100, giga_loss[loss=0.2558, simple_loss=0.3346, pruned_loss=0.08851, over 12365.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03137, over 58.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3284, pruned_loss=0.09355, over 2476455.69 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07717, over 22250.55 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3208, pruned_loss=0.08795, over 2469127.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05845, over 7909.46 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3291, pruned_loss=0.09402, over 2476612.88 frames. utt_duration=417 frames, utt_pad_proportion=0.07823, over 23841.31 utterances.], batch size: 58, lr: 5.87e-04
2022-08-23 00:37:36,032 INFO [train.py:927] (0/8) Epoch 5, batch 16150, giga_loss[loss=0.265, simple_loss=0.3358, pruned_loss=0.0971, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3286, pruned_loss=0.09397, over 2476521.17 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0788, over 22576.13 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3206, pruned_loss=0.08782, over 2469238.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.05827, over 7898.92 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3295, pruned_loss=0.09449, over 2476577.10 frames. utt_duration=416 frames, utt_pad_proportion=0.07962, over 23896.34 utterances.], batch size: 113, lr: 5.87e-04
2022-08-23 00:39:20,375 INFO [train.py:927] (0/8) Epoch 5, batch 16200, giga_loss[loss=0.3125, simple_loss=0.3755, pruned_loss=0.1248, over 12436.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03598, over 98.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3302, pruned_loss=0.09505, over 2475345.97 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07946, over 22157.30 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3206, pruned_loss=0.08796, over 2468821.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.0623, over 7968.04 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3311, pruned_loss=0.09551, over 2475936.91 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07912, over 23525.26 utterances.], batch size: 98, lr: 5.87e-04
2022-08-23 00:41:07,319 INFO [train.py:927] (0/8) Epoch 5, batch 16250, giga_loss[loss=0.2595, simple_loss=0.3263, pruned_loss=0.09634, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03041, over 85.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.332, pruned_loss=0.09648, over 2475308.49 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07957, over 22242.61 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3207, pruned_loss=0.08804, over 2468937.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06209, over 7981.85 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3328, pruned_loss=0.09693, over 2475817.77 frames. utt_duration=420.7 frames, utt_pad_proportion=0.0795, over 23619.50 utterances.], batch size: 85, lr: 5.87e-04
2022-08-23 00:42:54,245 INFO [train.py:927] (0/8) Epoch 5, batch 16300, giga_loss[loss=0.219, simple_loss=0.3013, pruned_loss=0.06833, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3322, pruned_loss=0.09583, over 2473968.86 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07994, over 22247.90 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3201, pruned_loss=0.08776, over 2468229.24 frames. utt_duration=1247 frames, utt_pad_proportion=0.06067, over 7928.08 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3338, pruned_loss=0.09672, over 2475224.54 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08047, over 23858.67 utterances.], batch size: 54, lr: 5.87e-04
2022-08-23 00:44:41,210 INFO [train.py:927] (0/8) Epoch 5, batch 16350, giga_loss[loss=0.3199, simple_loss=0.3551, pruned_loss=0.1423, over 12342.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3324, pruned_loss=0.09694, over 2473852.59 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0853, over 23067.20 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3204, pruned_loss=0.0879, over 2468151.69 frames. utt_duration=1247 frames, utt_pad_proportion=0.06036, over 7923.77 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3335, pruned_loss=0.09761, over 2474972.57 frames. utt_duration=406 frames, utt_pad_proportion=0.08556, over 24471.19 utterances.], batch size: 370, lr: 5.87e-04
2022-08-23 00:46:27,338 INFO [train.py:927] (0/8) Epoch 5, batch 16400, giga_loss[loss=0.2526, simple_loss=0.3263, pruned_loss=0.0894, over 12394.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3313, pruned_loss=0.09687, over 2473725.93 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0825, over 22746.31 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3199, pruned_loss=0.08777, over 2467965.02 frames. utt_duration=1246 frames, utt_pad_proportion=0.06027, over 7933.99 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3331, pruned_loss=0.09784, over 2475014.75 frames. utt_duration=408 frames, utt_pad_proportion=0.08316, over 24352.89 utterances.], batch size: 133, lr: 5.87e-04
2022-08-23 00:48:09,957 INFO [train.py:927] (0/8) Epoch 5, batch 16450, giga_loss[loss=0.3059, simple_loss=0.3573, pruned_loss=0.1273, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.0706, over 211.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.332, pruned_loss=0.09755, over 2474726.35 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07932, over 22395.95 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3205, pruned_loss=0.08822, over 2468407.01 frames. utt_duration=1232 frames, utt_pad_proportion=0.06409, over 8021.99 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3332, pruned_loss=0.09818, over 2475527.99 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07919, over 23996.28 utterances.], batch size: 211, lr: 5.87e-04
2022-08-23 00:49:53,368 INFO [train.py:927] (0/8) Epoch 5, batch 16500, giga_loss[loss=0.2267, simple_loss=0.3028, pruned_loss=0.07525, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03014, over 45.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3325, pruned_loss=0.09797, over 2474485.36 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07935, over 22288.45 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3207, pruned_loss=0.08826, over 2468259.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06361, over 8008.79 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3334, pruned_loss=0.09853, over 2475310.77 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07944, over 23691.47 utterances.], batch size: 45, lr: 5.87e-04
2022-08-23 00:51:37,239 INFO [train.py:927] (0/8) Epoch 5, batch 16550, giga_loss[loss=0.2528, simple_loss=0.3238, pruned_loss=0.09089, over 12357.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04729, over 146.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3322, pruned_loss=0.09767, over 2474654.05 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07775, over 21621.54 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3201, pruned_loss=0.08792, over 2468506.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06617, over 8039.78 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3339, pruned_loss=0.09881, over 2475349.29 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07731, over 23289.07 utterances.], batch size: 146, lr: 5.86e-04
2022-08-23 00:53:20,400 INFO [train.py:927] (0/8) Epoch 5, batch 16600, giga_loss[loss=0.2548, simple_loss=0.3224, pruned_loss=0.09358, over 12386.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02676, over 91.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.332, pruned_loss=0.09821, over 2475427.91 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07432, over 21205.74 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3199, pruned_loss=0.0878, over 2468840.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.06457, over 8020.65 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3341, pruned_loss=0.09961, over 2475934.29 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07486, over 23068.19 utterances.], batch size: 91, lr: 5.86e-04
2022-08-23 00:55:03,988 INFO [train.py:927] (0/8) Epoch 5, batch 16650, giga_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08535, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3323, pruned_loss=0.09822, over 2474548.62 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07397, over 21516.29 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3194, pruned_loss=0.08744, over 2468730.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06371, over 8001.48 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3346, pruned_loss=0.09987, over 2475168.50 frames. utt_duration=427 frames, utt_pad_proportion=0.07474, over 23264.73 utterances.], batch size: 97, lr: 5.86e-04
2022-08-23 00:56:46,666 INFO [train.py:927] (0/8) Epoch 5, batch 16700, giga_loss[loss=0.2439, simple_loss=0.3254, pruned_loss=0.08118, over 12284.00 frames. utt_duration=848.7 frames, utt_pad_proportion=0.03666, over 58.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3329, pruned_loss=0.0983, over 2474706.35 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07664, over 21664.92 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3196, pruned_loss=0.08763, over 2468686.81 frames. utt_duration=1237 frames, utt_pad_proportion=0.06248, over 7994.32 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3349, pruned_loss=0.09974, over 2475421.75 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07757, over 23441.48 utterances.], batch size: 58, lr: 5.86e-04
2022-08-23 00:58:31,297 INFO [train.py:927] (0/8) Epoch 5, batch 16750, giga_loss[loss=0.2552, simple_loss=0.3324, pruned_loss=0.08898, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02581, over 66.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.334, pruned_loss=0.09916, over 2474102.57 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07821, over 21277.99 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3197, pruned_loss=0.08799, over 2468316.87 frames. utt_duration=1218 frames, utt_pad_proportion=0.06996, over 8118.45 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3358, pruned_loss=0.1002, over 2475135.88 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07664, over 22935.39 utterances.], batch size: 66, lr: 5.86e-04
2022-08-23 01:00:16,107 INFO [train.py:927] (0/8) Epoch 5, batch 16800, libri_loss[loss=0.3008, simple_loss=0.3586, pruned_loss=0.1216, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00698, over 37.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3354, pruned_loss=0.09891, over 2473898.82 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07787, over 21416.65 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3201, pruned_loss=0.08812, over 2468638.75 frames. utt_duration=1219 frames, utt_pad_proportion=0.06859, over 8112.09 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.337, pruned_loss=0.09994, over 2474575.50 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07713, over 23104.15 utterances.], batch size: 37, lr: 5.86e-04
2022-08-23 01:02:00,205 INFO [train.py:927] (0/8) Epoch 5, batch 16850, giga_loss[loss=0.2245, simple_loss=0.3028, pruned_loss=0.07306, over 12304.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03624, over 58.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3326, pruned_loss=0.09663, over 2474218.89 frames. utt_duration=471 frames, utt_pad_proportion=0.07656, over 21077.10 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.08761, over 2468722.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06719, over 8069.10 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3351, pruned_loss=0.09819, over 2474831.98 frames. utt_duration=435 frames, utt_pad_proportion=0.0766, over 22832.33 utterances.], batch size: 58, lr: 5.86e-04
2022-08-23 01:03:42,810 INFO [train.py:927] (0/8) Epoch 5, batch 16900, giga_loss[loss=0.2796, simple_loss=0.3521, pruned_loss=0.1035, over 12417.00 frames. utt_duration=904.4 frames, utt_pad_proportion=0.03374, over 55.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3332, pruned_loss=0.09686, over 2474737.53 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07474, over 20578.77 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3193, pruned_loss=0.08766, over 2468976.74 frames. utt_duration=1224 frames, utt_pad_proportion=0.06636, over 8078.91 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3354, pruned_loss=0.09831, over 2475159.19 frames. utt_duration=445 frames, utt_pad_proportion=0.07525, over 22323.43 utterances.], batch size: 55, lr: 5.86e-04
2022-08-23 01:05:30,698 INFO [train.py:927] (0/8) Epoch 5, batch 16950, giga_loss[loss=0.2597, simple_loss=0.3219, pruned_loss=0.09875, over 12353.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0227, over 45.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3346, pruned_loss=0.09892, over 2475250.27 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07463, over 21370.29 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3192, pruned_loss=0.08764, over 2468865.86 frames. utt_duration=1226 frames, utt_pad_proportion=0.06615, over 8067.52 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3365, pruned_loss=0.1001, over 2475692.30 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07509, over 22794.83 utterances.], batch size: 45, lr: 5.85e-04
2022-08-23 01:07:14,107 INFO [train.py:927] (0/8) Epoch 5, batch 17000, giga_loss[loss=0.2546, simple_loss=0.3356, pruned_loss=0.08686, over 12455.00 frames. utt_duration=476 frames, utt_pad_proportion=0.0364, over 105.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3359, pruned_loss=0.09998, over 2475742.83 frames. utt_duration=456.2 frames, utt_pad_proportion=0.08117, over 21779.88 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3197, pruned_loss=0.08782, over 2468967.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.06898, over 8129.00 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3375, pruned_loss=0.1012, over 2476233.97 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08041, over 23296.28 utterances.], batch size: 105, lr: 5.85e-04
2022-08-23 01:08:56,184 INFO [train.py:927] (0/8) Epoch 5, batch 17050, libri_loss[loss=0.1944, simple_loss=0.2719, pruned_loss=0.05848, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006713, over 32.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3359, pruned_loss=0.09997, over 2474940.60 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07814, over 21749.66 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3192, pruned_loss=0.0875, over 2468367.65 frames. utt_duration=1223 frames, utt_pad_proportion=0.06777, over 8085.26 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3379, pruned_loss=0.1015, over 2476015.48 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07814, over 23303.39 utterances.], batch size: 32, lr: 5.85e-04
2022-08-23 01:10:37,282 INFO [train.py:927] (0/8) Epoch 5, batch 17100, giga_loss[loss=0.3037, simple_loss=0.3669, pruned_loss=0.1202, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3358, pruned_loss=0.09926, over 2474784.39 frames. utt_duration=473.8 frames, utt_pad_proportion=0.0755, over 20958.43 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3195, pruned_loss=0.08781, over 2468338.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.06651, over 8067.21 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3376, pruned_loss=0.1004, over 2475816.44 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07611, over 22512.81 utterances.], batch size: 133, lr: 5.85e-04
2022-08-23 01:12:06,180 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-122000.pt
2022-08-23 01:12:23,354 INFO [train.py:927] (0/8) Epoch 5, batch 17150, libri_loss[loss=0.2631, simple_loss=0.3334, pruned_loss=0.09639, over 12479.00 frames. utt_duration=961.3 frames, utt_pad_proportion=0.07028, over 52.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3351, pruned_loss=0.09853, over 2474632.76 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07569, over 20879.83 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3197, pruned_loss=0.08797, over 2468487.29 frames. utt_duration=1204 frames, utt_pad_proportion=0.07415, over 8209.81 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3369, pruned_loss=0.09969, over 2475515.52 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07367, over 22403.59 utterances.], batch size: 52, lr: 5.85e-04
2022-08-23 01:14:04,375 INFO [train.py:927] (0/8) Epoch 5, batch 17200, giga_loss[loss=0.2173, simple_loss=0.2988, pruned_loss=0.06793, over 12319.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3323, pruned_loss=0.09653, over 2474258.38 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06955, over 19681.38 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3189, pruned_loss=0.08754, over 2468180.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.07308, over 8179.77 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.335, pruned_loss=0.09819, over 2475483.63 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06862, over 21368.69 utterances.], batch size: 62, lr: 5.85e-04
2022-08-23 01:15:48,051 INFO [train.py:927] (0/8) Epoch 5, batch 17250, giga_loss[loss=0.2545, simple_loss=0.316, pruned_loss=0.09648, over 12429.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03614, over 98.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3295, pruned_loss=0.09574, over 2474846.34 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07583, over 20485.93 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3191, pruned_loss=0.08776, over 2468451.56 frames. utt_duration=1200 frames, utt_pad_proportion=0.07556, over 8239.12 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3318, pruned_loss=0.09709, over 2475764.08 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07393, over 22103.12 utterances.], batch size: 98, lr: 5.85e-04
2022-08-23 01:17:33,146 INFO [train.py:927] (0/8) Epoch 5, batch 17300, giga_loss[loss=0.2889, simple_loss=0.3606, pruned_loss=0.1086, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3285, pruned_loss=0.09615, over 2474188.83 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07676, over 20540.84 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3195, pruned_loss=0.08803, over 2468652.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07896, over 8309.35 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.33, pruned_loss=0.09704, over 2474775.98 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07405, over 21863.46 utterances.], batch size: 183, lr: 5.85e-04
2022-08-23 01:19:17,647 INFO [train.py:927] (0/8) Epoch 5, batch 17350, giga_loss[loss=0.2642, simple_loss=0.3322, pruned_loss=0.09811, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03254, over 39.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3278, pruned_loss=0.0936, over 2474131.61 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07704, over 21531.35 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3199, pruned_loss=0.08817, over 2468473.73 frames. utt_duration=1194 frames, utt_pad_proportion=0.07813, over 8281.81 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09428, over 2474848.30 frames. utt_duration=436 frames, utt_pad_proportion=0.07523, over 22780.47 utterances.], batch size: 39, lr: 5.84e-04
2022-08-23 01:21:02,249 INFO [train.py:927] (0/8) Epoch 5, batch 17400, giga_loss[loss=0.1929, simple_loss=0.2698, pruned_loss=0.05803, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1961, over 365.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3249, pruned_loss=0.08955, over 2474730.98 frames. utt_duration=450 frames, utt_pad_proportion=0.076, over 22070.97 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3193, pruned_loss=0.08779, over 2468337.36 frames. utt_duration=1193 frames, utt_pad_proportion=0.08017, over 8288.11 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3264, pruned_loss=0.09055, over 2475638.38 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07392, over 23537.24 utterances.], batch size: 365, lr: 5.84e-04
2022-08-23 01:22:46,085 INFO [train.py:927] (0/8) Epoch 5, batch 17450, giga_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07871, over 12399.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06928, over 212.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.08452, over 2474876.74 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07292, over 22751.77 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3192, pruned_loss=0.08779, over 2468293.68 frames. utt_duration=1194 frames, utt_pad_proportion=0.07985, over 8281.67 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.322, pruned_loss=0.08529, over 2475662.24 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07157, over 23976.25 utterances.], batch size: 212, lr: 5.84e-04
2022-08-23 01:24:31,695 INFO [train.py:927] (0/8) Epoch 5, batch 17500, giga_loss[loss=0.2238, simple_loss=0.3113, pruned_loss=0.06816, over 12384.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3202, pruned_loss=0.08281, over 2475098.02 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07305, over 22977.11 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3191, pruned_loss=0.08784, over 2468306.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.07893, over 8263.18 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3213, pruned_loss=0.0833, over 2475822.97 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07223, over 24231.13 utterances.], batch size: 70, lr: 5.84e-04
2022-08-23 01:26:12,942 INFO [train.py:927] (0/8) Epoch 5, batch 17550, giga_loss[loss=0.2417, simple_loss=0.3168, pruned_loss=0.08328, over 12406.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.239, simple_loss=0.317, pruned_loss=0.08046, over 2474782.77 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07552, over 23565.93 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3185, pruned_loss=0.08752, over 2468137.21 frames. utt_duration=1199 frames, utt_pad_proportion=0.07853, over 8244.95 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3185, pruned_loss=0.08099, over 2475704.31 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07488, over 25014.86 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:27:58,388 INFO [train.py:927] (0/8) Epoch 5, batch 17600, giga_loss[loss=0.2127, simple_loss=0.3132, pruned_loss=0.05609, over 12350.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3156, pruned_loss=0.07884, over 2475411.62 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07364, over 23819.79 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3184, pruned_loss=0.08738, over 2467888.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.07733, over 8221.27 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3168, pruned_loss=0.07924, over 2476468.70 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07358, over 25275.11 utterances.], batch size: 58, lr: 5.84e-04
2022-08-23 01:29:40,735 INFO [train.py:927] (0/8) Epoch 5, batch 17650, giga_loss[loss=0.1926, simple_loss=0.2819, pruned_loss=0.05169, over 12398.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04236, over 37.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07659, over 2475523.90 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07509, over 24287.46 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3177, pruned_loss=0.08688, over 2467935.52 frames. utt_duration=1209 frames, utt_pad_proportion=0.07565, over 8174.30 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3142, pruned_loss=0.0771, over 2476534.22 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07542, over 25915.73 utterances.], batch size: 37, lr: 5.84e-04
2022-08-23 01:31:24,832 INFO [train.py:927] (0/8) Epoch 5, batch 17700, giga_loss[loss=0.2035, simple_loss=0.272, pruned_loss=0.06753, over 12348.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3086, pruned_loss=0.07398, over 2474371.02 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07874, over 24338.57 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3175, pruned_loss=0.08677, over 2467230.88 frames. utt_duration=1216 frames, utt_pad_proportion=0.07422, over 8123.53 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3098, pruned_loss=0.07417, over 2476047.31 frames. utt_duration=380.3 frames, utt_pad_proportion=0.0792, over 26143.06 utterances.], batch size: 362, lr: 5.84e-04
2022-08-23 01:33:10,482 INFO [train.py:927] (0/8) Epoch 5, batch 17750, giga_loss[loss=0.2376, simple_loss=0.3119, pruned_loss=0.08161, over 12383.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07499, over 212.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.0735, over 2474787.92 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07794, over 24743.07 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3177, pruned_loss=0.08691, over 2467047.74 frames. utt_duration=1222 frames, utt_pad_proportion=0.07287, over 8085.91 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3075, pruned_loss=0.07323, over 2476459.53 frames. utt_duration=374 frames, utt_pad_proportion=0.07875, over 26587.62 utterances.], batch size: 212, lr: 5.84e-04
2022-08-23 01:35:07,180 INFO [train.py:927] (0/8) Epoch 5, batch 17800, giga_loss[loss=0.2073, simple_loss=0.2996, pruned_loss=0.05752, over 12398.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3077, pruned_loss=0.07339, over 2475336.71 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07834, over 25401.50 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3173, pruned_loss=0.08687, over 2467212.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.07181, over 8053.38 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07296, over 2476641.43 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07926, over 27203.42 utterances.], batch size: 182, lr: 5.83e-04
2022-08-23 01:37:06,451 INFO [train.py:927] (0/8) Epoch 5, batch 17850, giga_loss[loss=0.2166, simple_loss=0.2961, pruned_loss=0.06854, over 12403.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06488, over 183.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.07345, over 2475850.75 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07629, over 25328.56 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3168, pruned_loss=0.08668, over 2467449.70 frames. utt_duration=1229 frames, utt_pad_proportion=0.07146, over 8041.55 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3088, pruned_loss=0.07296, over 2476834.81 frames. utt_duration=366 frames, utt_pad_proportion=0.07729, over 27172.68 utterances.], batch size: 183, lr: 5.83e-04
2022-08-23 01:39:04,204 INFO [train.py:927] (0/8) Epoch 5, batch 17900, giga_loss[loss=0.2161, simple_loss=0.3084, pruned_loss=0.06194, over 12363.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04718, over 146.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3068, pruned_loss=0.07205, over 2476036.84 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07489, over 25058.27 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3172, pruned_loss=0.08691, over 2467568.49 frames. utt_duration=1231 frames, utt_pad_proportion=0.07009, over 8025.36 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3068, pruned_loss=0.07112, over 2476946.52 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07617, over 26989.22 utterances.], batch size: 146, lr: 5.83e-04
2022-08-23 01:41:15,659 INFO [train.py:927] (0/8) Epoch 5, batch 17950, giga_loss[loss=0.182, simple_loss=0.2659, pruned_loss=0.04899, over 12275.00 frames. utt_duration=963.6 frames, utt_pad_proportion=0.03641, over 51.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07031, over 2475991.20 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07463, over 24285.21 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3171, pruned_loss=0.08688, over 2467756.06 frames. utt_duration=1215 frames, utt_pad_proportion=0.07655, over 8134.78 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.069, over 2476882.09 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07389, over 26362.21 utterances.], batch size: 51, lr: 5.83e-04
2022-08-23 01:43:09,161 INFO [train.py:927] (0/8) Epoch 5, batch 18000, giga_loss[loss=0.2475, simple_loss=0.3394, pruned_loss=0.07779, over 12409.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.06994, over 2477011.26 frames. utt_duration=406.2 frames, utt_pad_proportion=0.0734, over 24470.36 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3174, pruned_loss=0.08708, over 2467929.79 frames. utt_duration=1207 frames, utt_pad_proportion=0.07949, over 8186.42 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3021, pruned_loss=0.06839, over 2477736.23 frames. utt_duration=377 frames, utt_pad_proportion=0.07198, over 26379.13 utterances.], batch size: 146, lr: 5.83e-04
2022-08-23 01:43:09,168 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 01:43:24,755 INFO [train.py:967] (0/8) 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] (0/8) Epoch 5, batch 18050, giga_loss[loss=0.2435, simple_loss=0.3243, pruned_loss=0.08141, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3072, pruned_loss=0.07039, over 2477711.37 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07232, over 24720.98 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3202, pruned_loss=0.08739, over 2468097.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.07862, over 8185.66 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06866, over 2478263.85 frames. utt_duration=376 frames, utt_pad_proportion=0.07148, over 26453.99 utterances.], batch size: 105, lr: 5.83e-04
2022-08-23 01:47:35,796 INFO [train.py:927] (0/8) Epoch 5, batch 18100, libri_loss[loss=0.2145, simple_loss=0.2847, pruned_loss=0.07218, over 12116.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006086, over 32.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3042, pruned_loss=0.0687, over 2477566.17 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0684, over 24261.01 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.32, pruned_loss=0.08732, over 2468093.33 frames. utt_duration=1210 frames, utt_pad_proportion=0.0777, over 8168.93 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3016, pruned_loss=0.06716, over 2478166.51 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06818, over 25868.32 utterances.], batch size: 32, lr: 5.83e-04
2022-08-23 01:49:38,275 INFO [train.py:927] (0/8) Epoch 5, batch 18150, giga_loss[loss=0.2325, simple_loss=0.3228, pruned_loss=0.07106, over 12432.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06824, over 212.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.306, pruned_loss=0.06893, over 2477710.87 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06598, over 24058.81 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3198, pruned_loss=0.08751, over 2468250.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.07658, over 8147.68 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3039, pruned_loss=0.06724, over 2478208.34 frames. utt_duration=388 frames, utt_pad_proportion=0.06621, over 25628.20 utterances.], batch size: 212, lr: 5.83e-04
2022-08-23 01:51:37,594 INFO [train.py:927] (0/8) Epoch 5, batch 18200, giga_loss[loss=0.2149, simple_loss=0.3098, pruned_loss=0.05996, over 12417.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04507, over 161.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3072, pruned_loss=0.06846, over 2478004.61 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07076, over 25294.53 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3197, pruned_loss=0.08763, over 2468297.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07951, over 8207.75 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3052, pruned_loss=0.06649, over 2478592.66 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06978, over 26932.71 utterances.], batch size: 161, lr: 5.82e-04
2022-08-23 01:53:44,056 INFO [train.py:927] (0/8) Epoch 5, batch 18250, giga_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05654, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02666, over 45.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.307, pruned_loss=0.06793, over 2477778.34 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07126, over 24760.46 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3196, pruned_loss=0.08783, over 2468450.53 frames. utt_duration=1200 frames, utt_pad_proportion=0.08137, over 8240.16 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3052, pruned_loss=0.0657, over 2478348.72 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06991, over 26482.42 utterances.], batch size: 45, lr: 5.82e-04
2022-08-23 01:56:02,871 INFO [train.py:927] (0/8) Epoch 5, batch 18300, giga_loss[loss=0.2579, simple_loss=0.333, pruned_loss=0.09139, over 12432.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.048, over 147.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3083, pruned_loss=0.06964, over 2477962.14 frames. utt_duration=404.4 frames, utt_pad_proportion=0.0689, over 24581.53 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3202, pruned_loss=0.08815, over 2468600.48 frames. utt_duration=1197 frames, utt_pad_proportion=0.08069, over 8258.81 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3061, pruned_loss=0.06716, over 2478477.35 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06806, over 26302.94 utterances.], batch size: 147, lr: 5.82e-04
2022-08-23 01:58:07,302 INFO [train.py:927] (0/8) Epoch 5, batch 18350, giga_loss[loss=0.2098, simple_loss=0.2771, pruned_loss=0.07124, over 12362.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3052, pruned_loss=0.06871, over 2478055.27 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07453, over 25339.36 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3196, pruned_loss=0.08783, over 2468542.32 frames. utt_duration=1199 frames, utt_pad_proportion=0.07996, over 8247.27 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3037, pruned_loss=0.06661, over 2478697.71 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07371, over 27099.06 utterances.], batch size: 370, lr: 5.82e-04
2022-08-23 02:00:17,228 INFO [train.py:927] (0/8) Epoch 5, batch 18400, giga_loss[loss=0.2276, simple_loss=0.3196, pruned_loss=0.06783, over 12456.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03302, over 105.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3024, pruned_loss=0.0669, over 2477379.83 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06986, over 24505.51 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3194, pruned_loss=0.08759, over 2468112.91 frames. utt_duration=1202 frames, utt_pad_proportion=0.0795, over 8223.85 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3013, pruned_loss=0.06528, over 2478354.99 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06958, over 26060.37 utterances.], batch size: 105, lr: 5.82e-04
2022-08-23 02:02:17,743 INFO [train.py:927] (0/8) Epoch 5, batch 18450, giga_loss[loss=0.1973, simple_loss=0.2742, pruned_loss=0.06016, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03969, over 113.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3037, pruned_loss=0.06769, over 2477897.90 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06729, over 24181.78 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3193, pruned_loss=0.0876, over 2468051.54 frames. utt_duration=1204 frames, utt_pad_proportion=0.07892, over 8206.64 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3028, pruned_loss=0.06624, over 2478816.73 frames. utt_duration=389 frames, utt_pad_proportion=0.06734, over 25564.07 utterances.], batch size: 113, lr: 5.82e-04
2022-08-23 02:04:23,517 INFO [train.py:927] (0/8) Epoch 5, batch 18500, giga_loss[loss=0.2135, simple_loss=0.2948, pruned_loss=0.06607, over 12367.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04704, over 146.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3034, pruned_loss=0.06815, over 2478046.20 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06656, over 24530.63 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3194, pruned_loss=0.08767, over 2467782.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.07835, over 8188.62 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3024, pruned_loss=0.06677, over 2479104.52 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06675, over 25781.53 utterances.], batch size: 146, lr: 5.82e-04
2022-08-23 02:06:35,164 INFO [train.py:927] (0/8) Epoch 5, batch 18550, giga_loss[loss=0.2218, simple_loss=0.3076, pruned_loss=0.06805, over 12415.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05798, over 182.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3041, pruned_loss=0.06807, over 2478061.23 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06721, over 24579.13 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3189, pruned_loss=0.08736, over 2467458.18 frames. utt_duration=1214 frames, utt_pad_proportion=0.07685, over 8137.74 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3034, pruned_loss=0.06674, over 2479468.10 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06764, over 26048.38 utterances.], batch size: 182, lr: 5.82e-04
2022-08-23 02:08:49,265 INFO [train.py:927] (0/8) Epoch 5, batch 18600, giga_loss[loss=0.1939, simple_loss=0.2782, pruned_loss=0.05481, over 12437.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.303, pruned_loss=0.06793, over 2478471.78 frames. utt_duration=399 frames, utt_pad_proportion=0.0681, over 24921.81 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.0876, over 2467788.65 frames. utt_duration=1214 frames, utt_pad_proportion=0.07568, over 8139.96 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.302, pruned_loss=0.06632, over 2479483.02 frames. utt_duration=377 frames, utt_pad_proportion=0.06869, over 26390.51 utterances.], batch size: 75, lr: 5.82e-04
2022-08-23 02:10:51,475 INFO [train.py:927] (0/8) Epoch 5, batch 18650, giga_loss[loss=0.2645, simple_loss=0.3274, pruned_loss=0.1008, over 12437.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.299, pruned_loss=0.06695, over 2478535.81 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07003, over 25050.34 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3196, pruned_loss=0.08798, over 2468071.52 frames. utt_duration=1206 frames, utt_pad_proportion=0.07872, over 8199.39 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2975, pruned_loss=0.06498, over 2479277.03 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06948, over 26451.30 utterances.], batch size: 146, lr: 5.81e-04
2022-08-23 02:12:49,977 INFO [train.py:927] (0/8) Epoch 5, batch 18700, giga_loss[loss=0.179, simple_loss=0.2731, pruned_loss=0.04245, over 12301.00 frames. utt_duration=747 frames, utt_pad_proportion=0.03244, over 66.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2986, pruned_loss=0.06651, over 2478571.77 frames. utt_duration=396 frames, utt_pad_proportion=0.07079, over 25111.64 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3196, pruned_loss=0.08798, over 2468071.52 frames. utt_duration=1206 frames, utt_pad_proportion=0.07872, over 8199.39 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06498, over 2479148.67 frames. utt_duration=379.7 frames, utt_pad_proportion=0.07033, over 26202.03 utterances.], batch size: 66, lr: 5.81e-04
2022-08-23 02:14:55,165 INFO [train.py:927] (0/8) Epoch 5, batch 18750, giga_loss[loss=0.1945, simple_loss=0.2774, pruned_loss=0.05585, over 12402.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04693, over 31.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2967, pruned_loss=0.06446, over 2478255.19 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06754, over 24583.25 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3198, pruned_loss=0.08786, over 2468001.56 frames. utt_duration=1208 frames, utt_pad_proportion=0.07815, over 8182.43 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2953, pruned_loss=0.06317, over 2478874.07 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06742, over 25607.44 utterances.], batch size: 31, lr: 5.81e-04
2022-08-23 02:17:12,888 INFO [train.py:927] (0/8) Epoch 5, batch 18800, giga_loss[loss=0.2278, simple_loss=0.3139, pruned_loss=0.07092, over 12441.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.0435, over 161.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.296, pruned_loss=0.06419, over 2478712.52 frames. utt_duration=392 frames, utt_pad_proportion=0.06915, over 25369.49 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.32, pruned_loss=0.0879, over 2468045.56 frames. utt_duration=1208 frames, utt_pad_proportion=0.07782, over 8182.52 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2947, pruned_loss=0.06305, over 2479202.42 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06908, over 26235.38 utterances.], batch size: 161, lr: 5.81e-04
2022-08-23 02:19:11,046 INFO [train.py:927] (0/8) Epoch 5, batch 18850, giga_loss[loss=0.2271, simple_loss=0.3034, pruned_loss=0.07535, over 12391.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03732, over 113.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.297, pruned_loss=0.06501, over 2478390.32 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06834, over 24697.69 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3205, pruned_loss=0.08804, over 2468108.30 frames. utt_duration=1209 frames, utt_pad_proportion=0.07643, over 8177.06 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.295, pruned_loss=0.06343, over 2478948.89 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06863, over 25783.31 utterances.], batch size: 113, lr: 5.81e-04
2022-08-23 02:21:15,577 INFO [train.py:927] (0/8) Epoch 5, batch 18900, giga_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05254, over 12466.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03262, over 105.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2961, pruned_loss=0.06436, over 2478446.33 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07026, over 25285.60 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.08815, over 2467987.87 frames. utt_duration=1202 frames, utt_pad_proportion=0.07931, over 8223.51 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2942, pruned_loss=0.06264, over 2479163.66 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06966, over 26391.19 utterances.], batch size: 105, lr: 5.81e-04
2022-08-23 02:23:11,432 INFO [train.py:927] (0/8) Epoch 5, batch 18950, giga_loss[loss=0.2072, simple_loss=0.2984, pruned_loss=0.05806, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03346, over 42.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2982, pruned_loss=0.06492, over 2477772.80 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06983, over 25158.47 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3195, pruned_loss=0.08789, over 2467747.41 frames. utt_duration=1211 frames, utt_pad_proportion=0.07707, over 8158.68 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2966, pruned_loss=0.06292, over 2478930.98 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06987, over 26729.38 utterances.], batch size: 42, lr: 5.81e-04
2022-08-23 02:25:06,379 INFO [train.py:927] (0/8) Epoch 5, batch 19000, giga_loss[loss=0.2324, simple_loss=0.3154, pruned_loss=0.07467, over 12432.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.06555, over 2477985.91 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07257, over 25864.25 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3195, pruned_loss=0.08813, over 2467904.10 frames. utt_duration=1204 frames, utt_pad_proportion=0.07951, over 8212.49 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2968, pruned_loss=0.063, over 2479095.53 frames. utt_duration=360.2 frames, utt_pad_proportion=0.0717, over 27619.06 utterances.], batch size: 75, lr: 5.81e-04
2022-08-23 02:27:09,159 INFO [train.py:927] (0/8) Epoch 5, batch 19050, libri_loss[loss=0.2197, simple_loss=0.284, pruned_loss=0.07772, over 12216.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04209, over 27.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2962, pruned_loss=0.06373, over 2477502.50 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07304, over 25162.03 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3192, pruned_loss=0.08786, over 2467644.12 frames. utt_duration=1211 frames, utt_pad_proportion=0.07827, over 8162.62 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2943, pruned_loss=0.0614, over 2478881.06 frames. utt_duration=368.4 frames, utt_pad_proportion=0.0726, over 27000.28 utterances.], batch size: 27, lr: 5.80e-04
2022-08-23 02:29:07,299 INFO [train.py:927] (0/8) Epoch 5, batch 19100, giga_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07568, over 12329.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.0288, over 79.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2956, pruned_loss=0.06411, over 2478059.08 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07304, over 25010.88 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3194, pruned_loss=0.08786, over 2468153.04 frames. utt_duration=1193 frames, utt_pad_proportion=0.08349, over 8283.78 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06139, over 2479086.47 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07125, over 26995.59 utterances.], batch size: 79, lr: 5.80e-04
2022-08-23 02:30:58,384 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-124000.pt
2022-08-23 02:31:15,664 INFO [train.py:927] (0/8) Epoch 5, batch 19150, giga_loss[loss=0.1988, simple_loss=0.2873, pruned_loss=0.05512, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2971, pruned_loss=0.06484, over 2477852.14 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07369, over 25159.72 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3183, pruned_loss=0.0873, over 2468263.24 frames. utt_duration=1200 frames, utt_pad_proportion=0.08169, over 8236.66 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06242, over 2478902.21 frames. utt_duration=364.3 frames, utt_pad_proportion=0.0726, over 27307.08 utterances.], batch size: 48, lr: 5.80e-04
2022-08-23 02:33:10,081 INFO [train.py:927] (0/8) Epoch 5, batch 19200, giga_loss[loss=0.1882, simple_loss=0.2846, pruned_loss=0.04588, over 12325.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03208, over 70.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2995, pruned_loss=0.06641, over 2477293.76 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07134, over 24881.79 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3185, pruned_loss=0.08742, over 2468054.63 frames. utt_duration=1196 frames, utt_pad_proportion=0.08131, over 8263.46 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2974, pruned_loss=0.06377, over 2478553.66 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07063, over 27015.74 utterances.], batch size: 70, lr: 5.80e-04
2022-08-23 02:35:13,587 INFO [train.py:927] (0/8) Epoch 5, batch 19250, giga_loss[loss=0.234, simple_loss=0.3213, pruned_loss=0.07337, over 12376.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04622, over 146.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3016, pruned_loss=0.06692, over 2477517.72 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07413, over 25151.04 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3187, pruned_loss=0.08758, over 2468122.22 frames. utt_duration=1189 frames, utt_pad_proportion=0.08381, over 8313.07 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2993, pruned_loss=0.06412, over 2478706.21 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07258, over 27261.73 utterances.], batch size: 146, lr: 5.80e-04
2022-08-23 02:37:26,527 INFO [train.py:927] (0/8) Epoch 5, batch 19300, giga_loss[loss=0.2039, simple_loss=0.2888, pruned_loss=0.05949, over 12368.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3003, pruned_loss=0.06646, over 2477507.25 frames. utt_duration=406 frames, utt_pad_proportion=0.07099, over 24484.28 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3177, pruned_loss=0.08705, over 2468232.63 frames. utt_duration=1195 frames, utt_pad_proportion=0.08175, over 8270.53 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2988, pruned_loss=0.06405, over 2478654.25 frames. utt_duration=372 frames, utt_pad_proportion=0.07046, over 26739.07 utterances.], batch size: 97, lr: 5.80e-04
2022-08-23 02:39:23,826 INFO [train.py:927] (0/8) Epoch 5, batch 19350, giga_loss[loss=0.2264, simple_loss=0.3109, pruned_loss=0.07096, over 12412.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05135, over 161.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3005, pruned_loss=0.06677, over 2477812.31 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06916, over 24460.36 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3177, pruned_loss=0.08697, over 2468072.56 frames. utt_duration=1195 frames, utt_pad_proportion=0.08059, over 8273.64 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2988, pruned_loss=0.06437, over 2479151.14 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06908, over 26697.36 utterances.], batch size: 161, lr: 5.80e-04
2022-08-23 02:41:30,644 INFO [train.py:927] (0/8) Epoch 5, batch 19400, giga_loss[loss=0.2036, simple_loss=0.2736, pruned_loss=0.0668, over 12374.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1729, over 355.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2985, pruned_loss=0.06622, over 2478176.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.0668, over 24192.94 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3171, pruned_loss=0.08657, over 2468231.22 frames. utt_duration=1199 frames, utt_pad_proportion=0.07876, over 8244.50 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2972, pruned_loss=0.06402, over 2479415.88 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06731, over 26499.28 utterances.], batch size: 355, lr: 5.80e-04
2022-08-23 02:43:26,517 INFO [train.py:927] (0/8) Epoch 5, batch 19450, giga_loss[loss=0.1691, simple_loss=0.2691, pruned_loss=0.0346, over 12415.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03134, over 75.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.299, pruned_loss=0.06569, over 2477813.66 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06338, over 23126.88 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3177, pruned_loss=0.08676, over 2468133.04 frames. utt_duration=1199 frames, utt_pad_proportion=0.07769, over 8241.88 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2966, pruned_loss=0.0629, over 2479352.33 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06423, over 25649.10 utterances.], batch size: 75, lr: 5.80e-04
2022-08-23 02:45:24,578 INFO [train.py:927] (0/8) Epoch 5, batch 19500, giga_loss[loss=0.231, simple_loss=0.3174, pruned_loss=0.07233, over 12379.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06768, over 211.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3001, pruned_loss=0.06501, over 2477543.23 frames. utt_duration=439.6 frames, utt_pad_proportion=0.06298, over 22603.92 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3173, pruned_loss=0.08665, over 2468571.61 frames. utt_duration=1203 frames, utt_pad_proportion=0.07637, over 8217.12 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2981, pruned_loss=0.06243, over 2478606.16 frames. utt_duration=398.5 frames, utt_pad_proportion=0.064, over 24954.59 utterances.], batch size: 211, lr: 5.79e-04
2022-08-23 02:47:34,627 INFO [train.py:927] (0/8) Epoch 5, batch 19550, giga_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05898, over 12387.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.0416, over 133.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3009, pruned_loss=0.06482, over 2477826.96 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06171, over 23071.75 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3175, pruned_loss=0.08675, over 2468761.22 frames. utt_duration=1204 frames, utt_pad_proportion=0.07574, over 8211.96 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2991, pruned_loss=0.06252, over 2478582.29 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06275, over 25043.75 utterances.], batch size: 133, lr: 5.79e-04
2022-08-23 02:49:40,571 INFO [train.py:927] (0/8) Epoch 5, batch 19600, giga_loss[loss=0.2264, simple_loss=0.3134, pruned_loss=0.06968, over 12452.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03484, over 98.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3013, pruned_loss=0.06529, over 2478146.44 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06437, over 23992.64 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3179, pruned_loss=0.08705, over 2468891.62 frames. utt_duration=1202 frames, utt_pad_proportion=0.07444, over 8225.21 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.299, pruned_loss=0.06249, over 2478921.45 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06521, over 26047.02 utterances.], batch size: 98, lr: 5.79e-04
2022-08-23 02:51:56,002 INFO [train.py:927] (0/8) Epoch 5, batch 19650, giga_loss[loss=0.2174, simple_loss=0.3121, pruned_loss=0.06134, over 12455.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03569, over 98.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3026, pruned_loss=0.06529, over 2478535.59 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06526, over 24467.97 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3181, pruned_loss=0.087, over 2469027.29 frames. utt_duration=1201 frames, utt_pad_proportion=0.07459, over 8234.96 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.3003, pruned_loss=0.06281, over 2479153.68 frames. utt_duration=378 frames, utt_pad_proportion=0.06578, over 26314.54 utterances.], batch size: 98, lr: 5.79e-04
2022-08-23 02:54:08,507 INFO [train.py:927] (0/8) Epoch 5, batch 19700, libri_loss[loss=0.2331, simple_loss=0.2959, pruned_loss=0.08516, over 12294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005656, over 32.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3045, pruned_loss=0.06617, over 2478229.54 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06393, over 23750.81 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3178, pruned_loss=0.08682, over 2469282.72 frames. utt_duration=1197 frames, utt_pad_proportion=0.07613, over 8259.70 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3023, pruned_loss=0.06337, over 2478932.66 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06394, over 25940.32 utterances.], batch size: 32, lr: 5.79e-04
2022-08-23 02:56:28,411 INFO [train.py:927] (0/8) Epoch 5, batch 19750, giga_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.06305, over 12402.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05243, over 161.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.304, pruned_loss=0.06696, over 2478143.79 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06166, over 23467.96 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3177, pruned_loss=0.08689, over 2469078.11 frames. utt_duration=1196 frames, utt_pad_proportion=0.07521, over 8268.65 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3018, pruned_loss=0.06399, over 2479186.53 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06198, over 25711.24 utterances.], batch size: 161, lr: 5.79e-04
2022-08-23 02:58:32,371 INFO [train.py:927] (0/8) Epoch 5, batch 19800, giga_loss[loss=0.2172, simple_loss=0.2972, pruned_loss=0.06863, over 12363.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3027, pruned_loss=0.06553, over 2478401.64 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06011, over 23980.68 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3178, pruned_loss=0.08696, over 2469126.55 frames. utt_duration=1195 frames, utt_pad_proportion=0.07505, over 8278.61 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06286, over 2479292.26 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06047, over 25948.34 utterances.], batch size: 97, lr: 5.79e-04
2022-08-23 03:00:36,347 INFO [train.py:927] (0/8) Epoch 5, batch 19850, giga_loss[loss=0.2177, simple_loss=0.3127, pruned_loss=0.06138, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04478, over 146.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3046, pruned_loss=0.06643, over 2478973.85 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06684, over 25130.09 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3182, pruned_loss=0.08697, over 2469280.74 frames. utt_duration=1196 frames, utt_pad_proportion=0.07451, over 8265.83 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3025, pruned_loss=0.06411, over 2479622.25 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06683, over 26845.00 utterances.], batch size: 146, lr: 5.79e-04
2022-08-23 03:02:27,435 INFO [train.py:927] (0/8) Epoch 5, batch 19900, giga_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.06233, over 12452.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03537, over 98.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3028, pruned_loss=0.06581, over 2477995.80 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06525, over 24215.15 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3176, pruned_loss=0.08667, over 2468673.81 frames. utt_duration=1202 frames, utt_pad_proportion=0.07342, over 8227.08 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3013, pruned_loss=0.06366, over 2479341.13 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0656, over 26086.70 utterances.], batch size: 98, lr: 5.78e-04
2022-08-23 03:04:21,667 INFO [train.py:927] (0/8) Epoch 5, batch 19950, giga_loss[loss=0.2241, simple_loss=0.3129, pruned_loss=0.06769, over 12247.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.027, over 42.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3034, pruned_loss=0.06649, over 2477120.12 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06668, over 24041.32 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3176, pruned_loss=0.08661, over 2468655.45 frames. utt_duration=1202 frames, utt_pad_proportion=0.07276, over 8225.58 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3019, pruned_loss=0.06438, over 2478408.04 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06698, over 25876.10 utterances.], batch size: 42, lr: 5.78e-04
2022-08-23 03:06:05,838 INFO [train.py:927] (0/8) Epoch 5, batch 20000, giga_loss[loss=0.2629, simple_loss=0.3445, pruned_loss=0.09061, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02842, over 91.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.311, pruned_loss=0.07093, over 2476894.64 frames. utt_duration=439.6 frames, utt_pad_proportion=0.06613, over 22599.80 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3178, pruned_loss=0.0868, over 2468734.71 frames. utt_duration=1189 frames, utt_pad_proportion=0.07687, over 8313.52 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3094, pruned_loss=0.06863, over 2478067.38 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06516, over 24399.53 utterances.], batch size: 91, lr: 5.78e-04
2022-08-23 03:07:49,852 INFO [train.py:927] (0/8) Epoch 5, batch 20050, giga_loss[loss=0.2159, simple_loss=0.2953, pruned_loss=0.06825, over 12425.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3117, pruned_loss=0.07215, over 2476611.98 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06437, over 21735.74 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3176, pruned_loss=0.08667, over 2469032.16 frames. utt_duration=1192 frames, utt_pad_proportion=0.07603, over 8296.85 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3106, pruned_loss=0.07025, over 2477384.84 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06389, over 23357.46 utterances.], batch size: 105, lr: 5.78e-04
2022-08-23 03:09:32,220 INFO [train.py:927] (0/8) Epoch 5, batch 20100, giga_loss[loss=0.1829, simple_loss=0.2667, pruned_loss=0.04953, over 12366.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3064, pruned_loss=0.07068, over 2475448.73 frames. utt_duration=495 frames, utt_pad_proportion=0.06023, over 20059.29 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3187, pruned_loss=0.08705, over 2468960.70 frames. utt_duration=1197 frames, utt_pad_proportion=0.07458, over 8263.71 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06846, over 2476289.74 frames. utt_duration=458.3 frames, utt_pad_proportion=0.0605, over 21674.12 utterances.], batch size: 66, lr: 5.78e-04
2022-08-23 03:11:15,743 INFO [train.py:927] (0/8) Epoch 5, batch 20150, giga_loss[loss=0.2354, simple_loss=0.2867, pruned_loss=0.09208, over 12396.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2983, pruned_loss=0.06826, over 2475434.03 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06495, over 20445.24 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3189, pruned_loss=0.08736, over 2469216.48 frames. utt_duration=1187 frames, utt_pad_proportion=0.07823, over 8327.99 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2961, pruned_loss=0.06597, over 2475947.47 frames. utt_duration=455 frames, utt_pad_proportion=0.0636, over 21831.36 utterances.], batch size: 259, lr: 5.78e-04
2022-08-23 03:12:58,572 INFO [train.py:927] (0/8) Epoch 5, batch 20200, giga_loss[loss=0.1851, simple_loss=0.2705, pruned_loss=0.04988, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0363, over 28.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2919, pruned_loss=0.06582, over 2475273.46 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06526, over 19726.07 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3185, pruned_loss=0.08721, over 2469142.45 frames. utt_duration=1191 frames, utt_pad_proportion=0.07735, over 8305.59 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06377, over 2475843.42 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06434, over 21055.52 utterances.], batch size: 28, lr: 5.78e-04
2022-08-23 03:14:39,915 INFO [train.py:927] (0/8) Epoch 5, batch 20250, giga_loss[loss=0.1827, simple_loss=0.2617, pruned_loss=0.05185, over 12453.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0293, over 80.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2866, pruned_loss=0.06426, over 2474994.71 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07207, over 20033.75 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3181, pruned_loss=0.08707, over 2469286.17 frames. utt_duration=1186 frames, utt_pad_proportion=0.08003, over 8339.16 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2848, pruned_loss=0.06217, over 2475468.18 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06987, over 21365.58 utterances.], batch size: 80, lr: 5.78e-04
2022-08-23 03:16:23,329 INFO [train.py:927] (0/8) Epoch 5, batch 20300, giga_loss[loss=0.2112, simple_loss=0.2784, pruned_loss=0.07204, over 12377.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2811, pruned_loss=0.06174, over 2474778.73 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06968, over 20000.20 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3181, pruned_loss=0.08711, over 2469580.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07912, over 8322.20 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2791, pruned_loss=0.05971, over 2474952.46 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06834, over 21225.81 utterances.], batch size: 260, lr: 5.78e-04
2022-08-23 03:18:06,808 INFO [train.py:927] (0/8) Epoch 5, batch 20350, giga_loss[loss=0.1809, simple_loss=0.2572, pruned_loss=0.05227, over 12219.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.0317, over 39.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2768, pruned_loss=0.05984, over 2473941.29 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06475, over 19038.59 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3177, pruned_loss=0.08698, over 2469156.08 frames. utt_duration=1194 frames, utt_pad_proportion=0.07777, over 8279.20 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2745, pruned_loss=0.05763, over 2474579.59 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0643, over 20360.03 utterances.], batch size: 39, lr: 5.77e-04
2022-08-23 03:19:46,980 INFO [train.py:927] (0/8) Epoch 5, batch 20400, giga_loss[loss=0.1722, simple_loss=0.2476, pruned_loss=0.04841, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03048, over 45.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2696, pruned_loss=0.05665, over 2474255.39 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06245, over 18535.32 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3174, pruned_loss=0.08678, over 2469277.30 frames. utt_duration=1196 frames, utt_pad_proportion=0.07753, over 8266.80 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2679, pruned_loss=0.05497, over 2474659.90 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06229, over 19632.80 utterances.], batch size: 45, lr: 5.77e-04
2022-08-23 03:21:29,327 INFO [train.py:927] (0/8) Epoch 5, batch 20450, giga_loss[loss=0.2804, simple_loss=0.3506, pruned_loss=0.1051, over 12436.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03845, over 123.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2748, pruned_loss=0.05971, over 2473781.40 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06464, over 18520.28 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3175, pruned_loss=0.08687, over 2469162.60 frames. utt_duration=1195 frames, utt_pad_proportion=0.07675, over 8275.37 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2721, pruned_loss=0.0575, over 2474353.53 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06459, over 19680.63 utterances.], batch size: 123, lr: 5.77e-04
2022-08-23 03:23:10,400 INFO [train.py:927] (0/8) Epoch 5, batch 20500, giga_loss[loss=0.2362, simple_loss=0.3118, pruned_loss=0.0803, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02772, over 45.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2888, pruned_loss=0.06802, over 2473205.88 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06756, over 19060.57 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.318, pruned_loss=0.08734, over 2468855.67 frames. utt_duration=1187 frames, utt_pad_proportion=0.07966, over 8331.20 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2847, pruned_loss=0.06485, over 2474137.28 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06605, over 20365.33 utterances.], batch size: 45, lr: 5.77e-04
2022-08-23 03:24:52,182 INFO [train.py:927] (0/8) Epoch 5, batch 20550, giga_loss[loss=0.2246, simple_loss=0.3097, pruned_loss=0.06976, over 12462.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03403, over 98.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2957, pruned_loss=0.06989, over 2473445.72 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06548, over 18326.02 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3179, pruned_loss=0.08712, over 2468935.17 frames. utt_duration=1186 frames, utt_pad_proportion=0.07854, over 8334.96 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2916, pruned_loss=0.06686, over 2474293.28 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06457, over 19766.70 utterances.], batch size: 98, lr: 5.77e-04
2022-08-23 03:26:35,262 INFO [train.py:927] (0/8) Epoch 5, batch 20600, giga_loss[loss=0.2423, simple_loss=0.3202, pruned_loss=0.08221, over 12368.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2987, pruned_loss=0.07027, over 2473321.22 frames. utt_duration=534.2 frames, utt_pad_proportion=0.0667, over 18570.57 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3178, pruned_loss=0.08707, over 2468947.50 frames. utt_duration=1188 frames, utt_pad_proportion=0.07825, over 8326.28 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2955, pruned_loss=0.06786, over 2473992.29 frames. utt_duration=502.7 frames, utt_pad_proportion=0.066, over 19745.27 utterances.], batch size: 113, lr: 5.77e-04
2022-08-23 03:28:17,227 INFO [train.py:927] (0/8) Epoch 5, batch 20650, giga_loss[loss=0.2154, simple_loss=0.3029, pruned_loss=0.06393, over 12354.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03204, over 58.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.304, pruned_loss=0.07271, over 2473369.69 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06803, over 18620.33 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3185, pruned_loss=0.0869, over 2468685.07 frames. utt_duration=1190 frames, utt_pad_proportion=0.07709, over 8307.42 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3004, pruned_loss=0.07059, over 2474247.90 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06773, over 19810.74 utterances.], batch size: 58, lr: 5.77e-04
2022-08-23 03:29:59,068 INFO [train.py:927] (0/8) Epoch 5, batch 20700, giga_loss[loss=0.2354, simple_loss=0.3192, pruned_loss=0.0758, over 12397.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02885, over 58.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.07489, over 2473116.60 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06907, over 18402.74 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08698, over 2468578.84 frames. utt_duration=1193 frames, utt_pad_proportion=0.07622, over 8284.93 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3055, pruned_loss=0.07294, over 2473982.69 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06908, over 19506.21 utterances.], batch size: 58, lr: 5.77e-04
2022-08-23 03:31:40,520 INFO [train.py:927] (0/8) Epoch 5, batch 20750, giga_loss[loss=0.2265, simple_loss=0.314, pruned_loss=0.06952, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03674, over 43.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3123, pruned_loss=0.07665, over 2473499.83 frames. utt_duration=531.5 frames, utt_pad_proportion=0.07383, over 18669.14 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3187, pruned_loss=0.08726, over 2468927.37 frames. utt_duration=1177 frames, utt_pad_proportion=0.08243, over 8402.82 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3094, pruned_loss=0.07442, over 2474059.19 frames. utt_duration=500.9 frames, utt_pad_proportion=0.0711, over 19817.76 utterances.], batch size: 43, lr: 5.77e-04
2022-08-23 03:33:23,642 INFO [train.py:927] (0/8) Epoch 5, batch 20800, giga_loss[loss=0.2292, simple_loss=0.3154, pruned_loss=0.07145, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02435, over 48.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3136, pruned_loss=0.07607, over 2473061.99 frames. utt_duration=554.5 frames, utt_pad_proportion=0.07052, over 17886.91 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3185, pruned_loss=0.08721, over 2468552.89 frames. utt_duration=1177 frames, utt_pad_proportion=0.08192, over 8402.98 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3113, pruned_loss=0.07415, over 2473892.36 frames. utt_duration=523.3 frames, utt_pad_proportion=0.0685, over 18964.80 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:35:03,683 INFO [train.py:927] (0/8) Epoch 5, batch 20850, giga_loss[loss=0.2274, simple_loss=0.3097, pruned_loss=0.07255, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03856, over 28.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3127, pruned_loss=0.07474, over 2472296.87 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06579, over 16923.14 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3177, pruned_loss=0.08677, over 2467857.73 frames. utt_duration=1185 frames, utt_pad_proportion=0.08023, over 8342.64 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3115, pruned_loss=0.07328, over 2473711.22 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06493, over 18080.48 utterances.], batch size: 28, lr: 5.76e-04
2022-08-23 03:36:46,580 INFO [train.py:927] (0/8) Epoch 5, batch 20900, giga_loss[loss=0.2191, simple_loss=0.3108, pruned_loss=0.06371, over 12481.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04, over 34.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3144, pruned_loss=0.07718, over 2472769.24 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06125, over 16446.67 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3169, pruned_loss=0.08652, over 2467538.27 frames. utt_duration=1194 frames, utt_pad_proportion=0.07819, over 8277.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3139, pruned_loss=0.07579, over 2474419.21 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06144, over 17796.42 utterances.], batch size: 34, lr: 5.76e-04
2022-08-23 03:38:31,581 INFO [train.py:927] (0/8) Epoch 5, batch 20950, giga_loss[loss=0.2225, simple_loss=0.3075, pruned_loss=0.06875, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0503, over 34.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3152, pruned_loss=0.07896, over 2473085.06 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05766, over 16104.15 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3168, pruned_loss=0.0866, over 2467739.95 frames. utt_duration=1195 frames, utt_pad_proportion=0.07687, over 8269.81 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3149, pruned_loss=0.07746, over 2474437.26 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05831, over 17489.34 utterances.], batch size: 34, lr: 5.76e-04
2022-08-23 03:40:15,363 INFO [train.py:927] (0/8) Epoch 5, batch 21000, giga_loss[loss=0.2486, simple_loss=0.3181, pruned_loss=0.08958, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03517, over 104.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3135, pruned_loss=0.07845, over 2473234.56 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05644, over 16305.91 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3168, pruned_loss=0.08662, over 2467657.88 frames. utt_duration=1194 frames, utt_pad_proportion=0.07651, over 8274.06 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3132, pruned_loss=0.07719, over 2474417.12 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05711, over 17463.29 utterances.], batch size: 104, lr: 5.76e-04
2022-08-23 03:40:15,371 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 03:40:29,087 INFO [train.py:967] (0/8) 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 03:42:13,685 INFO [train.py:927] (0/8) Epoch 5, batch 21050, giga_loss[loss=0.2481, simple_loss=0.3232, pruned_loss=0.08651, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07809, over 2472960.36 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05521, over 16426.71 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3171, pruned_loss=0.08664, over 2467503.59 frames. utt_duration=1195 frames, utt_pad_proportion=0.0762, over 8271.69 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3127, pruned_loss=0.07704, over 2474059.23 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0559, over 17373.74 utterances.], batch size: 258, lr: 5.76e-04
2022-08-23 03:43:58,700 INFO [train.py:927] (0/8) Epoch 5, batch 21100, giga_loss[loss=0.2412, simple_loss=0.302, pruned_loss=0.09018, over 12353.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3102, pruned_loss=0.07711, over 2472751.04 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06382, over 17625.27 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3177, pruned_loss=0.0868, over 2467531.23 frames. utt_duration=1186 frames, utt_pad_proportion=0.07901, over 8333.72 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07603, over 2473656.26 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06269, over 18431.26 utterances.], batch size: 258, lr: 5.76e-04
2022-08-23 03:45:28,513 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-126000.pt
2022-08-23 03:45:45,118 INFO [train.py:927] (0/8) Epoch 5, batch 21150, giga_loss[loss=0.1817, simple_loss=0.2645, pruned_loss=0.04951, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02668, over 48.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3058, pruned_loss=0.07552, over 2473424.92 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06946, over 18471.86 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3172, pruned_loss=0.08655, over 2468242.41 frames. utt_duration=1192 frames, utt_pad_proportion=0.0762, over 8296.40 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.305, pruned_loss=0.0744, over 2473789.51 frames. utt_duration=507 frames, utt_pad_proportion=0.06909, over 19574.40 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:47:26,806 INFO [train.py:927] (0/8) Epoch 5, batch 21200, giga_loss[loss=0.253, simple_loss=0.3214, pruned_loss=0.09233, over 12404.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.0727, over 212.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3055, pruned_loss=0.07554, over 2473406.93 frames. utt_duration=519.8 frames, utt_pad_proportion=0.07519, over 19090.18 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3178, pruned_loss=0.08714, over 2468222.19 frames. utt_duration=1175 frames, utt_pad_proportion=0.07991, over 8415.07 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.304, pruned_loss=0.07374, over 2473897.98 frames. utt_duration=491 frames, utt_pad_proportion=0.07334, over 20215.53 utterances.], batch size: 212, lr: 5.75e-04
2022-08-23 03:49:08,189 INFO [train.py:927] (0/8) Epoch 5, batch 21250, giga_loss[loss=0.2111, simple_loss=0.2902, pruned_loss=0.06597, over 12256.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03031, over 42.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3017, pruned_loss=0.07375, over 2472189.02 frames. utt_duration=548.1 frames, utt_pad_proportion=0.07299, over 18090.88 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3171, pruned_loss=0.0868, over 2468084.79 frames. utt_duration=1181 frames, utt_pad_proportion=0.07886, over 8369.14 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07241, over 2472796.26 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07196, over 19216.90 utterances.], batch size: 42, lr: 5.75e-04
2022-08-23 03:50:49,721 INFO [train.py:927] (0/8) Epoch 5, batch 21300, giga_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06069, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03927, over 113.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07287, over 2472243.54 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06865, over 17685.95 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3173, pruned_loss=0.08671, over 2468013.37 frames. utt_duration=1182 frames, utt_pad_proportion=0.07767, over 8359.83 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2985, pruned_loss=0.07166, over 2472867.98 frames. utt_duration=529 frames, utt_pad_proportion=0.06843, over 18752.90 utterances.], batch size: 113, lr: 5.75e-04
2022-08-23 03:52:31,858 INFO [train.py:927] (0/8) Epoch 5, batch 21350, giga_loss[loss=0.2223, simple_loss=0.2998, pruned_loss=0.07245, over 12364.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06808, over 212.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2962, pruned_loss=0.07158, over 2472383.36 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06678, over 17458.76 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3175, pruned_loss=0.08684, over 2468097.71 frames. utt_duration=1184 frames, utt_pad_proportion=0.07705, over 8351.25 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.295, pruned_loss=0.07036, over 2472841.89 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06692, over 18389.01 utterances.], batch size: 212, lr: 5.75e-04
2022-08-23 03:54:15,723 INFO [train.py:927] (0/8) Epoch 5, batch 21400, giga_loss[loss=0.1791, simple_loss=0.261, pruned_loss=0.04864, over 12324.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03595, over 62.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2919, pruned_loss=0.06925, over 2471742.76 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06192, over 16399.43 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3175, pruned_loss=0.08678, over 2468103.64 frames. utt_duration=1187 frames, utt_pad_proportion=0.07624, over 8326.07 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2906, pruned_loss=0.06812, over 2472169.09 frames. utt_duration=574 frames, utt_pad_proportion=0.06254, over 17273.82 utterances.], batch size: 62, lr: 5.75e-04
2022-08-23 03:55:57,147 INFO [train.py:927] (0/8) Epoch 5, batch 21450, giga_loss[loss=0.2041, simple_loss=0.279, pruned_loss=0.06459, over 12262.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02597, over 54.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2898, pruned_loss=0.06823, over 2472116.29 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06022, over 16342.82 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3177, pruned_loss=0.08671, over 2468204.33 frames. utt_duration=1191 frames, utt_pad_proportion=0.07507, over 8299.77 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2881, pruned_loss=0.0671, over 2472409.16 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06118, over 17201.70 utterances.], batch size: 54, lr: 5.75e-04
2022-08-23 03:57:39,840 INFO [train.py:927] (0/8) Epoch 5, batch 21500, giga_loss[loss=0.2305, simple_loss=0.2993, pruned_loss=0.0809, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2904, pruned_loss=0.06871, over 2471793.57 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06129, over 16510.90 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3178, pruned_loss=0.0868, over 2468385.29 frames. utt_duration=1195 frames, utt_pad_proportion=0.07426, over 8274.40 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2887, pruned_loss=0.0675, over 2471923.55 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06231, over 17317.93 utterances.], batch size: 45, lr: 5.75e-04
2022-08-23 03:59:25,636 INFO [train.py:927] (0/8) Epoch 5, batch 21550, giga_loss[loss=0.214, simple_loss=0.2863, pruned_loss=0.07087, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04108, over 37.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2951, pruned_loss=0.07127, over 2472372.06 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05814, over 16388.15 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08703, over 2468468.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.07349, over 8266.36 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2927, pruned_loss=0.0699, over 2472459.52 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05933, over 17147.66 utterances.], batch size: 37, lr: 5.75e-04
2022-08-23 04:01:05,085 INFO [train.py:927] (0/8) Epoch 5, batch 21600, giga_loss[loss=0.2595, simple_loss=0.335, pruned_loss=0.09202, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03586, over 123.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3027, pruned_loss=0.07534, over 2472224.50 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06409, over 17279.13 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3191, pruned_loss=0.08705, over 2468072.36 frames. utt_duration=1198 frames, utt_pad_proportion=0.07281, over 8249.36 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3, pruned_loss=0.07408, over 2472697.23 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06496, over 18006.02 utterances.], batch size: 123, lr: 5.75e-04
2022-08-23 04:02:47,298 INFO [train.py:927] (0/8) Epoch 5, batch 21650, giga_loss[loss=0.2705, simple_loss=0.3478, pruned_loss=0.09662, over 12439.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04127, over 146.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3091, pruned_loss=0.07772, over 2472689.41 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06768, over 18037.40 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3191, pruned_loss=0.08702, over 2468156.83 frames. utt_duration=1200 frames, utt_pad_proportion=0.07224, over 8237.89 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07666, over 2473016.72 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06846, over 18710.24 utterances.], batch size: 146, lr: 5.74e-04
2022-08-23 04:04:28,469 INFO [train.py:927] (0/8) Epoch 5, batch 21700, giga_loss[loss=0.2045, simple_loss=0.285, pruned_loss=0.06201, over 12169.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03984, over 33.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3127, pruned_loss=0.07951, over 2472840.53 frames. utt_duration=525.5 frames, utt_pad_proportion=0.07421, over 18874.75 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3196, pruned_loss=0.08745, over 2468211.33 frames. utt_duration=1191 frames, utt_pad_proportion=0.07534, over 8300.22 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3103, pruned_loss=0.07803, over 2473216.26 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07348, over 19701.96 utterances.], batch size: 33, lr: 5.74e-04
2022-08-23 04:06:11,793 INFO [train.py:927] (0/8) Epoch 5, batch 21750, giga_loss[loss=0.233, simple_loss=0.3084, pruned_loss=0.0788, over 12223.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03103, over 45.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3105, pruned_loss=0.07736, over 2472964.54 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07799, over 19695.81 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3197, pruned_loss=0.08752, over 2468109.27 frames. utt_duration=1192 frames, utt_pad_proportion=0.07505, over 8292.72 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3085, pruned_loss=0.0761, over 2473378.88 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07743, over 20402.70 utterances.], batch size: 45, lr: 5.74e-04
2022-08-23 04:07:57,132 INFO [train.py:927] (0/8) Epoch 5, batch 21800, giga_loss[loss=0.2759, simple_loss=0.3365, pruned_loss=0.1077, over 12350.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1973, over 366.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07804, over 2472681.28 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07377, over 19146.19 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3206, pruned_loss=0.08795, over 2468210.08 frames. utt_duration=1190 frames, utt_pad_proportion=0.07447, over 8310.17 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3097, pruned_loss=0.07635, over 2473092.71 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07366, over 20048.57 utterances.], batch size: 366, lr: 5.74e-04
2022-08-23 04:09:39,028 INFO [train.py:927] (0/8) Epoch 5, batch 21850, giga_loss[loss=0.2496, simple_loss=0.319, pruned_loss=0.09011, over 12389.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07811, over 2472356.20 frames. utt_duration=555.1 frames, utt_pad_proportion=0.07021, over 17864.48 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3201, pruned_loss=0.08768, over 2468365.61 frames. utt_duration=1193 frames, utt_pad_proportion=0.07352, over 8283.99 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07668, over 2472702.61 frames. utt_duration=524 frames, utt_pad_proportion=0.07065, over 18931.18 utterances.], batch size: 97, lr: 5.74e-04
2022-08-23 04:11:24,833 INFO [train.py:927] (0/8) Epoch 5, batch 21900, giga_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08129, over 12399.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02611, over 66.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.0793, over 2472574.48 frames. utt_duration=544.6 frames, utt_pad_proportion=0.07057, over 18211.57 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3199, pruned_loss=0.08757, over 2468565.25 frames. utt_duration=1194 frames, utt_pad_proportion=0.07247, over 8277.36 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.0781, over 2472745.42 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07127, over 19228.28 utterances.], batch size: 66, lr: 5.74e-04
2022-08-23 04:13:12,994 INFO [train.py:927] (0/8) Epoch 5, batch 21950, giga_loss[loss=0.2886, simple_loss=0.3644, pruned_loss=0.1064, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08085, over 2471944.23 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06905, over 17806.39 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3191, pruned_loss=0.08709, over 2468448.45 frames. utt_duration=1199 frames, utt_pad_proportion=0.0715, over 8248.26 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08009, over 2472287.50 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06997, over 18953.31 utterances.], batch size: 91, lr: 5.74e-04
2022-08-23 04:14:54,994 INFO [train.py:927] (0/8) Epoch 5, batch 22000, giga_loss[loss=0.2719, simple_loss=0.3472, pruned_loss=0.09833, over 12383.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03003, over 58.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3168, pruned_loss=0.08062, over 2472749.45 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06895, over 17360.50 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08714, over 2468485.38 frames. utt_duration=1201 frames, utt_pad_proportion=0.07073, over 8232.67 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3161, pruned_loss=0.07988, over 2473040.79 frames. utt_duration=538.6 frames, utt_pad_proportion=0.07004, over 18418.70 utterances.], batch size: 58, lr: 5.74e-04
2022-08-23 04:16:40,056 INFO [train.py:927] (0/8) Epoch 5, batch 22050, giga_loss[loss=0.2562, simple_loss=0.3278, pruned_loss=0.09227, over 12449.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03308, over 105.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3159, pruned_loss=0.07966, over 2472082.12 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06789, over 17138.70 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3191, pruned_loss=0.0871, over 2468460.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.07021, over 8216.37 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3155, pruned_loss=0.07906, over 2472370.74 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06901, over 18057.37 utterances.], batch size: 105, lr: 5.74e-04
2022-08-23 04:18:20,715 INFO [train.py:927] (0/8) Epoch 5, batch 22100, giga_loss[loss=0.212, simple_loss=0.2922, pruned_loss=0.06593, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04038, over 31.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.08038, over 2472289.48 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06526, over 16325.34 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3197, pruned_loss=0.08764, over 2468573.43 frames. utt_duration=1188 frames, utt_pad_proportion=0.07343, over 8319.57 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3152, pruned_loss=0.07913, over 2472550.05 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06476, over 17279.07 utterances.], batch size: 31, lr: 5.73e-04
2022-08-23 04:20:03,220 INFO [train.py:927] (0/8) Epoch 5, batch 22150, giga_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.08226, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03141, over 45.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08084, over 2471267.12 frames. utt_duration=628.2 frames, utt_pad_proportion=0.06445, over 15773.56 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3197, pruned_loss=0.08762, over 2468426.41 frames. utt_duration=1190 frames, utt_pad_proportion=0.07287, over 8305.41 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.0798, over 2471655.66 frames. utt_duration=596.9 frames, utt_pad_proportion=0.0643, over 16604.55 utterances.], batch size: 45, lr: 5.73e-04
2022-08-23 04:21:43,058 INFO [train.py:927] (0/8) Epoch 5, batch 22200, giga_loss[loss=0.2238, simple_loss=0.3069, pruned_loss=0.07031, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3156, pruned_loss=0.08025, over 2471973.85 frames. utt_duration=642.2 frames, utt_pad_proportion=0.06227, over 15433.06 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3198, pruned_loss=0.08776, over 2468694.55 frames. utt_duration=1181 frames, utt_pad_proportion=0.07573, over 8370.96 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3148, pruned_loss=0.07905, over 2472172.74 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06077, over 16307.87 utterances.], batch size: 91, lr: 5.73e-04
2022-08-23 04:23:26,041 INFO [train.py:927] (0/8) Epoch 5, batch 22250, giga_loss[loss=0.2439, simple_loss=0.3171, pruned_loss=0.08533, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04263, over 146.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08094, over 2472398.34 frames. utt_duration=632.9 frames, utt_pad_proportion=0.06567, over 15663.64 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.0881, over 2468657.42 frames. utt_duration=1163 frames, utt_pad_proportion=0.08252, over 8501.15 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3152, pruned_loss=0.07941, over 2472706.42 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06069, over 16468.96 utterances.], batch size: 146, lr: 5.73e-04
2022-08-23 04:25:05,347 INFO [train.py:927] (0/8) Epoch 5, batch 22300, giga_loss[loss=0.2253, simple_loss=0.3002, pruned_loss=0.07519, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02818, over 70.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07954, over 2472382.40 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06713, over 15638.79 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3209, pruned_loss=0.08831, over 2468448.24 frames. utt_duration=1164 frames, utt_pad_proportion=0.08182, over 8493.75 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3123, pruned_loss=0.07803, over 2472854.90 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06334, over 16379.47 utterances.], batch size: 70, lr: 5.73e-04
2022-08-23 04:26:46,211 INFO [train.py:927] (0/8) Epoch 5, batch 22350, libri_loss[loss=0.1972, simple_loss=0.2679, pruned_loss=0.06327, over 12482.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007961, over 29.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3112, pruned_loss=0.07853, over 2471815.70 frames. utt_duration=651.5 frames, utt_pad_proportion=0.06768, over 15210.33 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3205, pruned_loss=0.08835, over 2468578.67 frames. utt_duration=1170 frames, utt_pad_proportion=0.08047, over 8453.71 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07707, over 2472145.71 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06511, over 16005.38 utterances.], batch size: 29, lr: 5.73e-04
2022-08-23 04:28:27,187 INFO [train.py:927] (0/8) Epoch 5, batch 22400, giga_loss[loss=0.2211, simple_loss=0.2888, pruned_loss=0.07667, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03343, over 43.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3091, pruned_loss=0.07798, over 2472244.44 frames. utt_duration=633 frames, utt_pad_proportion=0.06711, over 15660.27 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3206, pruned_loss=0.0885, over 2468369.50 frames. utt_duration=1162 frames, utt_pad_proportion=0.08294, over 8504.28 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3078, pruned_loss=0.07634, over 2472820.79 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06359, over 16478.30 utterances.], batch size: 43, lr: 5.73e-04
2022-08-23 04:30:08,671 INFO [train.py:927] (0/8) Epoch 5, batch 22450, giga_loss[loss=0.2194, simple_loss=0.2982, pruned_loss=0.07026, over 12451.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03423, over 98.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.306, pruned_loss=0.0768, over 2472177.65 frames. utt_duration=624.2 frames, utt_pad_proportion=0.066, over 15879.25 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3203, pruned_loss=0.08867, over 2468135.17 frames. utt_duration=1171 frames, utt_pad_proportion=0.08132, over 8442.91 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3049, pruned_loss=0.07504, over 2472958.63 frames. utt_duration=591 frames, utt_pad_proportion=0.06381, over 16779.05 utterances.], batch size: 98, lr: 5.73e-04
2022-08-23 04:31:49,357 INFO [train.py:927] (0/8) Epoch 5, batch 22500, giga_loss[loss=0.2122, simple_loss=0.2895, pruned_loss=0.06745, over 12246.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03209, over 45.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3044, pruned_loss=0.07638, over 2471936.56 frames. utt_duration=611.5 frames, utt_pad_proportion=0.06645, over 16209.52 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3199, pruned_loss=0.08857, over 2468329.17 frames. utt_duration=1167 frames, utt_pad_proportion=0.08243, over 8470.08 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3033, pruned_loss=0.07454, over 2472554.91 frames. utt_duration=575.4 frames, utt_pad_proportion=0.064, over 17232.52 utterances.], batch size: 45, lr: 5.73e-04
2022-08-23 04:33:29,440 INFO [train.py:927] (0/8) Epoch 5, batch 22550, giga_loss[loss=0.2302, simple_loss=0.318, pruned_loss=0.07117, over 12365.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04096, over 113.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3063, pruned_loss=0.07645, over 2472404.55 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06666, over 17262.01 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3203, pruned_loss=0.08874, over 2468541.40 frames. utt_duration=1167 frames, utt_pad_proportion=0.08203, over 8472.33 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3049, pruned_loss=0.07474, over 2472732.96 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06492, over 18137.26 utterances.], batch size: 113, lr: 5.72e-04
2022-08-23 04:35:10,191 INFO [train.py:927] (0/8) Epoch 5, batch 22600, giga_loss[loss=0.2907, simple_loss=0.3526, pruned_loss=0.1144, over 12389.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09337, over 255.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3073, pruned_loss=0.07606, over 2473229.07 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06267, over 17572.60 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3204, pruned_loss=0.08879, over 2468623.52 frames. utt_duration=1173 frames, utt_pad_proportion=0.08093, over 8428.19 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3059, pruned_loss=0.07444, over 2473485.67 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06182, over 18463.90 utterances.], batch size: 255, lr: 5.72e-04
2022-08-23 04:36:48,810 INFO [train.py:927] (0/8) Epoch 5, batch 22650, giga_loss[loss=0.2112, simple_loss=0.3001, pruned_loss=0.06116, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3055, pruned_loss=0.07447, over 2473682.23 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06289, over 17832.38 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3203, pruned_loss=0.08882, over 2468717.97 frames. utt_duration=1177 frames, utt_pad_proportion=0.07984, over 8401.85 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3042, pruned_loss=0.07289, over 2473886.20 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06253, over 18741.02 utterances.], batch size: 146, lr: 5.72e-04
2022-08-23 04:38:29,280 INFO [train.py:927] (0/8) Epoch 5, batch 22700, libri_loss[loss=0.2417, simple_loss=0.3277, pruned_loss=0.07783, over 12431.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.009787, over 39.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3055, pruned_loss=0.07432, over 2473721.91 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05862, over 17271.62 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3202, pruned_loss=0.08846, over 2468827.08 frames. utt_duration=1183 frames, utt_pad_proportion=0.07852, over 8357.35 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3041, pruned_loss=0.07305, over 2473877.61 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05892, over 18251.69 utterances.], batch size: 39, lr: 5.72e-04
2022-08-23 04:40:12,748 INFO [train.py:927] (0/8) Epoch 5, batch 22750, giga_loss[loss=0.2177, simple_loss=0.3052, pruned_loss=0.06507, over 12410.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0376, over 113.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3061, pruned_loss=0.07402, over 2473981.77 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05893, over 16975.50 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3205, pruned_loss=0.08868, over 2468824.72 frames. utt_duration=1172 frames, utt_pad_proportion=0.08184, over 8439.03 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3046, pruned_loss=0.07254, over 2474200.21 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05736, over 17833.34 utterances.], batch size: 113, lr: 5.72e-04
2022-08-23 04:41:52,911 INFO [train.py:927] (0/8) Epoch 5, batch 22800, giga_loss[loss=0.2132, simple_loss=0.2927, pruned_loss=0.0668, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02817, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.0749, over 2473430.85 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06422, over 16685.53 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3204, pruned_loss=0.08887, over 2469036.03 frames. utt_duration=1160 frames, utt_pad_proportion=0.08741, over 8522.31 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3054, pruned_loss=0.07283, over 2473624.51 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05956, over 17690.89 utterances.], batch size: 45, lr: 5.72e-04
2022-08-23 04:43:33,424 INFO [train.py:927] (0/8) Epoch 5, batch 22850, giga_loss[loss=0.2069, simple_loss=0.2904, pruned_loss=0.06167, over 12393.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04253, over 26.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3083, pruned_loss=0.07541, over 2473282.85 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06334, over 16792.60 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3202, pruned_loss=0.08873, over 2468839.42 frames. utt_duration=1164 frames, utt_pad_proportion=0.08647, over 8492.61 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07372, over 2473690.52 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05998, over 17722.96 utterances.], batch size: 26, lr: 5.72e-04
2022-08-23 04:45:16,534 INFO [train.py:927] (0/8) Epoch 5, batch 22900, giga_loss[loss=0.227, simple_loss=0.3056, pruned_loss=0.07418, over 12373.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03052, over 97.00 utterances.], tot_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.07549, over 2473730.45 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06281, over 16855.77 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3206, pruned_loss=0.089, over 2469058.25 frames. utt_duration=1162 frames, utt_pad_proportion=0.08574, over 8508.17 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3072, pruned_loss=0.07357, over 2473947.58 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06024, over 17765.91 utterances.], batch size: 97, lr: 5.72e-04
2022-08-23 04:46:58,170 INFO [train.py:927] (0/8) Epoch 5, batch 22950, giga_loss[loss=0.2138, simple_loss=0.2909, pruned_loss=0.06831, over 12385.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02709, over 66.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.307, pruned_loss=0.07519, over 2473627.12 frames. utt_duration=585 frames, utt_pad_proportion=0.06458, over 16957.80 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3214, pruned_loss=0.08974, over 2468680.28 frames. utt_duration=1155 frames, utt_pad_proportion=0.08796, over 8564.11 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3044, pruned_loss=0.07257, over 2474266.42 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06099, over 17865.67 utterances.], batch size: 66, lr: 5.72e-04
2022-08-23 04:48:39,183 INFO [train.py:927] (0/8) Epoch 5, batch 23000, giga_loss[loss=0.2258, simple_loss=0.3121, pruned_loss=0.06974, over 12422.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.0243, over 70.00 utterances.], tot_loss[loss=0.227, simple_loss=0.306, pruned_loss=0.074, over 2473747.48 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06485, over 16912.07 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3215, pruned_loss=0.08985, over 2468828.17 frames. utt_duration=1149 frames, utt_pad_proportion=0.08932, over 8603.27 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3034, pruned_loss=0.07141, over 2474257.08 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06088, over 17818.57 utterances.], batch size: 70, lr: 5.71e-04
2022-08-23 04:50:20,107 INFO [train.py:927] (0/8) Epoch 5, batch 23050, giga_loss[loss=0.2255, simple_loss=0.3144, pruned_loss=0.06826, over 12383.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03099, over 104.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3069, pruned_loss=0.07421, over 2473521.27 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06444, over 17224.90 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3209, pruned_loss=0.08946, over 2468489.13 frames. utt_duration=1154 frames, utt_pad_proportion=0.08788, over 8568.90 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.305, pruned_loss=0.07199, over 2474391.32 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06161, over 18252.72 utterances.], batch size: 104, lr: 5.71e-04
2022-08-23 04:52:00,159 INFO [train.py:927] (0/8) Epoch 5, batch 23100, giga_loss[loss=0.2255, simple_loss=0.2994, pruned_loss=0.07576, over 12439.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03598, over 123.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3051, pruned_loss=0.07373, over 2474078.99 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06114, over 16779.44 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3212, pruned_loss=0.08972, over 2468480.95 frames. utt_duration=1144 frames, utt_pad_proportion=0.09142, over 8641.82 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3032, pruned_loss=0.07162, over 2474816.36 frames. utt_duration=564 frames, utt_pad_proportion=0.05724, over 17598.08 utterances.], batch size: 123, lr: 5.71e-04
2022-08-23 04:53:27,250 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-128000.pt
2022-08-23 04:53:44,635 INFO [train.py:927] (0/8) Epoch 5, batch 23150, giga_loss[loss=0.1903, simple_loss=0.2734, pruned_loss=0.05358, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02851, over 54.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3045, pruned_loss=0.07464, over 2473894.55 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06351, over 17742.45 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3218, pruned_loss=0.08989, over 2468504.55 frames. utt_duration=1144 frames, utt_pad_proportion=0.09107, over 8641.61 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07277, over 2474474.94 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0606, over 18422.53 utterances.], batch size: 54, lr: 5.71e-04
2022-08-23 04:55:24,499 INFO [train.py:927] (0/8) Epoch 5, batch 23200, giga_loss[loss=0.202, simple_loss=0.2828, pruned_loss=0.06062, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3038, pruned_loss=0.07491, over 2474331.61 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06286, over 17987.90 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3223, pruned_loss=0.09006, over 2468822.16 frames. utt_duration=1147 frames, utt_pad_proportion=0.09006, over 8618.06 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3014, pruned_loss=0.07305, over 2474567.33 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06091, over 18682.85 utterances.], batch size: 70, lr: 5.71e-04
2022-08-23 04:57:03,522 INFO [train.py:927] (0/8) Epoch 5, batch 23250, libri_loss[loss=0.2276, simple_loss=0.2948, pruned_loss=0.08016, over 12216.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005691, over 31.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.07257, over 2474481.08 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06296, over 17762.04 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3225, pruned_loss=0.09028, over 2468805.92 frames. utt_duration=1140 frames, utt_pad_proportion=0.09254, over 8674.46 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2969, pruned_loss=0.07067, over 2474776.49 frames. utt_duration=540 frames, utt_pad_proportion=0.05992, over 18384.06 utterances.], batch size: 31, lr: 5.71e-04
2022-08-23 04:58:42,414 INFO [train.py:927] (0/8) Epoch 5, batch 23300, libri_loss[loss=0.2629, simple_loss=0.3352, pruned_loss=0.09525, over 12469.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03203, over 46.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3, pruned_loss=0.07267, over 2474845.18 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06531, over 18185.70 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3225, pruned_loss=0.09009, over 2468940.96 frames. utt_duration=1142 frames, utt_pad_proportion=0.09157, over 8657.48 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.07109, over 2475022.16 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06315, over 18824.55 utterances.], batch size: 46, lr: 5.71e-04
2022-08-23 05:00:25,459 INFO [train.py:927] (0/8) Epoch 5, batch 23350, giga_loss[loss=0.1936, simple_loss=0.285, pruned_loss=0.05107, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04225, over 33.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3026, pruned_loss=0.07306, over 2474667.33 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06088, over 18166.83 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3224, pruned_loss=0.09, over 2468982.25 frames. utt_duration=1144 frames, utt_pad_proportion=0.09126, over 8645.19 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3009, pruned_loss=0.07183, over 2474795.04 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05939, over 18714.69 utterances.], batch size: 33, lr: 5.71e-04
2022-08-23 05:02:06,946 INFO [train.py:927] (0/8) Epoch 5, batch 23400, giga_loss[loss=0.1999, simple_loss=0.2836, pruned_loss=0.05814, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03062, over 28.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3051, pruned_loss=0.07438, over 2474452.85 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05974, over 17791.27 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3219, pruned_loss=0.08959, over 2468360.89 frames. utt_duration=1152 frames, utt_pad_proportion=0.08899, over 8583.62 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3036, pruned_loss=0.07325, over 2475257.59 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05913, over 18577.83 utterances.], batch size: 28, lr: 5.71e-04
2022-08-23 05:03:54,206 INFO [train.py:927] (0/8) Epoch 5, batch 23450, giga_loss[loss=0.2412, simple_loss=0.3185, pruned_loss=0.08194, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04328, over 33.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3152, pruned_loss=0.08251, over 2473616.70 frames. utt_duration=544 frames, utt_pad_proportion=0.06449, over 18238.87 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.323, pruned_loss=0.08966, over 2468390.06 frames. utt_duration=1156 frames, utt_pad_proportion=0.08768, over 8549.27 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3127, pruned_loss=0.08137, over 2474344.59 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06417, over 19071.47 utterances.], batch size: 33, lr: 5.70e-04
2022-08-23 05:05:37,746 INFO [train.py:927] (0/8) Epoch 5, batch 23500, giga_loss[loss=0.2535, simple_loss=0.3313, pruned_loss=0.08782, over 12373.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02744, over 91.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3226, pruned_loss=0.08767, over 2473799.36 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06652, over 18903.98 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3228, pruned_loss=0.08947, over 2468192.49 frames. utt_duration=1163 frames, utt_pad_proportion=0.08608, over 8503.00 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08685, over 2474671.70 frames. utt_duration=500.4 frames, utt_pad_proportion=0.0667, over 19841.60 utterances.], batch size: 91, lr: 5.70e-04
2022-08-23 05:07:23,689 INFO [train.py:927] (0/8) Epoch 5, batch 23550, libri_loss[loss=0.2822, simple_loss=0.3478, pruned_loss=0.1082, over 12449.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01062, over 39.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3286, pruned_loss=0.0926, over 2473895.84 frames. utt_duration=530 frames, utt_pad_proportion=0.06701, over 18724.06 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3227, pruned_loss=0.08963, over 2468029.80 frames. utt_duration=1158 frames, utt_pad_proportion=0.0882, over 8536.78 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.09181, over 2474867.11 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06601, over 19725.90 utterances.], batch size: 39, lr: 5.70e-04
2022-08-23 05:09:08,293 INFO [train.py:927] (0/8) Epoch 5, batch 23600, giga_loss[loss=0.2627, simple_loss=0.3349, pruned_loss=0.09528, over 12360.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02989, over 85.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.09785, over 2473227.04 frames. utt_duration=486 frames, utt_pad_proportion=0.07707, over 20415.76 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.322, pruned_loss=0.08922, over 2467799.60 frames. utt_duration=1163 frames, utt_pad_proportion=0.08697, over 8497.26 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3339, pruned_loss=0.09767, over 2474298.94 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07622, over 21430.62 utterances.], batch size: 85, lr: 5.70e-04
2022-08-23 05:10:56,234 INFO [train.py:927] (0/8) Epoch 5, batch 23650, giga_loss[loss=0.3066, simple_loss=0.3684, pruned_loss=0.1224, over 12381.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.274, simple_loss=0.341, pruned_loss=0.1035, over 2473205.42 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07645, over 21038.65 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3223, pruned_loss=0.08935, over 2467685.74 frames. utt_duration=1164 frames, utt_pad_proportion=0.08623, over 8488.95 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3406, pruned_loss=0.1034, over 2474219.95 frames. utt_duration=451 frames, utt_pad_proportion=0.07605, over 22016.56 utterances.], batch size: 70, lr: 5.70e-04
2022-08-23 05:12:48,366 INFO [train.py:927] (0/8) Epoch 5, batch 23700, giga_loss[loss=0.2795, simple_loss=0.3482, pruned_loss=0.1054, over 12341.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.05243, over 31.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3456, pruned_loss=0.1077, over 2473852.15 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08184, over 21798.05 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3226, pruned_loss=0.08941, over 2467852.31 frames. utt_duration=1165 frames, utt_pad_proportion=0.08553, over 8481.07 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3453, pruned_loss=0.1077, over 2474558.25 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0815, over 22678.02 utterances.], batch size: 31, lr: 5.70e-04
2022-08-23 05:14:34,676 INFO [train.py:927] (0/8) Epoch 5, batch 23750, giga_loss[loss=0.2747, simple_loss=0.3489, pruned_loss=0.1003, over 12264.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02772, over 54.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3449, pruned_loss=0.1077, over 2473972.82 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08106, over 21704.57 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3224, pruned_loss=0.08928, over 2467881.30 frames. utt_duration=1164 frames, utt_pad_proportion=0.08558, over 8493.32 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3451, pruned_loss=0.108, over 2474541.72 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08079, over 22504.81 utterances.], batch size: 54, lr: 5.70e-04
2022-08-23 05:16:18,435 INFO [train.py:927] (0/8) Epoch 5, batch 23800, giga_loss[loss=0.2897, simple_loss=0.3591, pruned_loss=0.1102, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02933, over 55.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3465, pruned_loss=0.108, over 2474574.92 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07674, over 22036.35 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3222, pruned_loss=0.08922, over 2468002.29 frames. utt_duration=1167 frames, utt_pad_proportion=0.08478, over 8468.99 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3471, pruned_loss=0.1085, over 2475026.66 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07691, over 22866.73 utterances.], batch size: 55, lr: 5.70e-04
2022-08-23 05:18:03,578 INFO [train.py:927] (0/8) Epoch 5, batch 23850, giga_loss[loss=0.3012, simple_loss=0.3616, pruned_loss=0.1204, over 12411.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05732, over 182.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3453, pruned_loss=0.107, over 2473655.49 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07836, over 22278.02 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3216, pruned_loss=0.08893, over 2467603.14 frames. utt_duration=1177 frames, utt_pad_proportion=0.08242, over 8395.68 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3473, pruned_loss=0.1084, over 2474608.12 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07917, over 23529.87 utterances.], batch size: 182, lr: 5.70e-04
2022-08-23 05:19:52,954 INFO [train.py:927] (0/8) Epoch 5, batch 23900, giga_loss[loss=0.2131, simple_loss=0.3022, pruned_loss=0.06197, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03607, over 26.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3436, pruned_loss=0.1041, over 2473057.80 frames. utt_duration=445.3 frames, utt_pad_proportion=0.075, over 22288.74 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3216, pruned_loss=0.0888, over 2467514.25 frames. utt_duration=1181 frames, utt_pad_proportion=0.08085, over 8370.12 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3457, pruned_loss=0.1057, over 2474010.65 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07626, over 23619.64 utterances.], batch size: 26, lr: 5.69e-04
2022-08-23 05:21:37,869 INFO [train.py:927] (0/8) Epoch 5, batch 23950, giga_loss[loss=0.2759, simple_loss=0.355, pruned_loss=0.09836, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3399, pruned_loss=0.1009, over 2473428.04 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07464, over 21760.86 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3213, pruned_loss=0.08877, over 2467507.60 frames. utt_duration=1166 frames, utt_pad_proportion=0.08671, over 8478.49 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3426, pruned_loss=0.1027, over 2474399.78 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07362, over 23223.06 utterances.], batch size: 133, lr: 5.69e-04
2022-08-23 05:23:20,035 INFO [train.py:927] (0/8) Epoch 5, batch 24000, giga_loss[loss=0.2331, simple_loss=0.3179, pruned_loss=0.07411, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03066, over 75.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3382, pruned_loss=0.09995, over 2473812.01 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07667, over 22043.36 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3211, pruned_loss=0.08864, over 2467539.18 frames. utt_duration=1162 frames, utt_pad_proportion=0.0862, over 8504.37 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.341, pruned_loss=0.1018, over 2474724.08 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0758, over 23533.85 utterances.], batch size: 75, lr: 5.69e-04
2022-08-23 05:23:20,041 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (0/8) 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 05:25:28,156 INFO [train.py:927] (0/8) Epoch 5, batch 24050, giga_loss[loss=0.3052, simple_loss=0.3616, pruned_loss=0.1244, over 12419.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04984, over 161.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3366, pruned_loss=0.09895, over 2473449.21 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08112, over 22015.24 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3208, pruned_loss=0.08834, over 2467724.81 frames. utt_duration=1169 frames, utt_pad_proportion=0.08507, over 8457.58 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3393, pruned_loss=0.1009, over 2474125.57 frames. utt_duration=423 frames, utt_pad_proportion=0.08051, over 23475.57 utterances.], batch size: 161, lr: 5.69e-04
2022-08-23 05:27:11,285 INFO [train.py:927] (0/8) Epoch 5, batch 24100, giga_loss[loss=0.2641, simple_loss=0.3473, pruned_loss=0.09043, over 12428.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03594, over 40.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3366, pruned_loss=0.09625, over 2473789.33 frames. utt_duration=470 frames, utt_pad_proportion=0.07577, over 21117.01 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3214, pruned_loss=0.08844, over 2467713.09 frames. utt_duration=1172 frames, utt_pad_proportion=0.08342, over 8430.36 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3386, pruned_loss=0.09792, over 2474468.79 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07609, over 22598.94 utterances.], batch size: 40, lr: 5.69e-04
2022-08-23 05:28:56,920 INFO [train.py:927] (0/8) Epoch 5, batch 24150, giga_loss[loss=0.2941, simple_loss=0.3414, pruned_loss=0.1234, over 12376.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3367, pruned_loss=0.09663, over 2473925.53 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08026, over 21750.28 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3214, pruned_loss=0.08847, over 2467853.26 frames. utt_duration=1175 frames, utt_pad_proportion=0.08279, over 8415.09 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3383, pruned_loss=0.09798, over 2474397.25 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08042, over 23033.72 utterances.], batch size: 367, lr: 5.69e-04
2022-08-23 05:30:43,095 INFO [train.py:927] (0/8) Epoch 5, batch 24200, giga_loss[loss=0.253, simple_loss=0.3352, pruned_loss=0.08545, over 12352.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3349, pruned_loss=0.09615, over 2474025.05 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08284, over 21780.37 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3211, pruned_loss=0.0884, over 2467813.39 frames. utt_duration=1177 frames, utt_pad_proportion=0.08221, over 8395.00 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3366, pruned_loss=0.09733, over 2474485.94 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08304, over 22921.59 utterances.], batch size: 66, lr: 5.69e-04
2022-08-23 05:32:32,267 INFO [train.py:927] (0/8) Epoch 5, batch 24250, giga_loss[loss=0.2684, simple_loss=0.3412, pruned_loss=0.09781, over 12341.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03022, over 91.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3338, pruned_loss=0.09512, over 2474712.48 frames. utt_duration=461 frames, utt_pad_proportion=0.08115, over 21538.32 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3214, pruned_loss=0.08853, over 2467962.19 frames. utt_duration=1180 frames, utt_pad_proportion=0.08128, over 8380.18 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.335, pruned_loss=0.09603, over 2475031.22 frames. utt_duration=439 frames, utt_pad_proportion=0.0817, over 22627.39 utterances.], batch size: 91, lr: 5.69e-04
2022-08-23 05:34:14,152 INFO [train.py:927] (0/8) Epoch 5, batch 24300, giga_loss[loss=0.2512, simple_loss=0.3269, pruned_loss=0.08771, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04407, over 146.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.333, pruned_loss=0.09386, over 2474938.59 frames. utt_duration=469.1 frames, utt_pad_proportion=0.08073, over 21168.42 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3213, pruned_loss=0.08844, over 2467993.04 frames. utt_duration=1182 frames, utt_pad_proportion=0.08067, over 8365.42 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3342, pruned_loss=0.09471, over 2475228.49 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08138, over 22152.83 utterances.], batch size: 146, lr: 5.69e-04
2022-08-23 05:35:58,611 INFO [train.py:927] (0/8) Epoch 5, batch 24350, giga_loss[loss=0.2517, simple_loss=0.335, pruned_loss=0.08419, over 12395.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03019, over 62.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3315, pruned_loss=0.09359, over 2473926.60 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08238, over 21132.63 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3215, pruned_loss=0.08857, over 2467624.75 frames. utt_duration=1178 frames, utt_pad_proportion=0.08259, over 8387.11 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3327, pruned_loss=0.09437, over 2474760.60 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08222, over 22406.18 utterances.], batch size: 62, lr: 5.68e-04
2022-08-23 05:37:40,189 INFO [train.py:927] (0/8) Epoch 5, batch 24400, giga_loss[loss=0.3003, simple_loss=0.3457, pruned_loss=0.1274, over 12370.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3291, pruned_loss=0.09222, over 2474325.13 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0758, over 20123.68 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3208, pruned_loss=0.08806, over 2468102.56 frames. utt_duration=1187 frames, utt_pad_proportion=0.07907, over 8328.63 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3311, pruned_loss=0.09356, over 2474923.46 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07725, over 21882.85 utterances.], batch size: 257, lr: 5.68e-04
2022-08-23 05:39:24,494 INFO [train.py:927] (0/8) Epoch 5, batch 24450, giga_loss[loss=0.2256, simple_loss=0.2976, pruned_loss=0.07678, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03158, over 42.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3277, pruned_loss=0.09235, over 2474052.17 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07626, over 20273.67 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3205, pruned_loss=0.08794, over 2467922.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.07741, over 8301.11 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3299, pruned_loss=0.09366, over 2474858.27 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07795, over 22032.27 utterances.], batch size: 42, lr: 5.68e-04
2022-08-23 05:41:09,379 INFO [train.py:927] (0/8) Epoch 5, batch 24500, giga_loss[loss=0.2559, simple_loss=0.3269, pruned_loss=0.09246, over 12478.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03358, over 43.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3271, pruned_loss=0.09246, over 2474150.53 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07433, over 20416.65 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3206, pruned_loss=0.08784, over 2468061.59 frames. utt_duration=1191 frames, utt_pad_proportion=0.07678, over 8300.67 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3288, pruned_loss=0.09362, over 2474750.26 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07599, over 21961.72 utterances.], batch size: 43, lr: 5.68e-04
2022-08-23 05:42:53,148 INFO [train.py:927] (0/8) Epoch 5, batch 24550, libri_loss[loss=0.3401, simple_loss=0.5206, pruned_loss=0.07978, over 12189.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008755, over 30.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09107, over 2473855.55 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06887, over 19251.43 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3214, pruned_loss=0.08763, over 2467679.47 frames. utt_duration=1196 frames, utt_pad_proportion=0.0759, over 8263.90 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3283, pruned_loss=0.09224, over 2474794.03 frames. utt_duration=479.3 frames, utt_pad_proportion=0.0709, over 20715.03 utterances.], batch size: 30, lr: 5.68e-04
2022-08-23 05:44:35,754 INFO [train.py:927] (0/8) Epoch 5, batch 24600, giga_loss[loss=0.2784, simple_loss=0.356, pruned_loss=0.1004, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.329, pruned_loss=0.0909, over 2474084.42 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06927, over 19617.02 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08733, over 2468049.09 frames. utt_duration=1200 frames, utt_pad_proportion=0.07462, over 8239.83 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3292, pruned_loss=0.09221, over 2474719.12 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07121, over 21153.30 utterances.], batch size: 146, lr: 5.68e-04
2022-08-23 05:46:23,348 INFO [train.py:927] (0/8) Epoch 5, batch 24650, giga_loss[loss=0.3301, simple_loss=0.3763, pruned_loss=0.1419, over 12373.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 368.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3302, pruned_loss=0.09307, over 2474100.43 frames. utt_duration=487 frames, utt_pad_proportion=0.07174, over 20382.20 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3219, pruned_loss=0.0873, over 2467809.56 frames. utt_duration=1203 frames, utt_pad_proportion=0.0735, over 8213.19 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.0942, over 2474925.46 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07341, over 21822.27 utterances.], batch size: 368, lr: 5.68e-04
2022-08-23 05:48:07,775 INFO [train.py:927] (0/8) Epoch 5, batch 24700, giga_loss[loss=0.2422, simple_loss=0.3206, pruned_loss=0.08193, over 12438.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04361, over 114.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3316, pruned_loss=0.09602, over 2473683.67 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07197, over 20905.62 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3215, pruned_loss=0.08722, over 2467559.64 frames. utt_duration=1207 frames, utt_pad_proportion=0.07271, over 8187.14 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3323, pruned_loss=0.09708, over 2474653.14 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07352, over 22239.26 utterances.], batch size: 114, lr: 5.68e-04
2022-08-23 05:49:51,805 INFO [train.py:927] (0/8) Epoch 5, batch 24750, giga_loss[loss=0.2453, simple_loss=0.3166, pruned_loss=0.08696, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3302, pruned_loss=0.09584, over 2474279.97 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0694, over 20722.97 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3209, pruned_loss=0.08705, over 2467819.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.0709, over 8139.15 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3317, pruned_loss=0.09713, over 2475038.67 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07138, over 22233.93 utterances.], batch size: 133, lr: 5.68e-04
2022-08-23 05:51:32,059 INFO [train.py:927] (0/8) Epoch 5, batch 24800, giga_loss[loss=0.2541, simple_loss=0.3279, pruned_loss=0.09016, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03458, over 105.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3281, pruned_loss=0.09331, over 2474216.72 frames. utt_duration=487 frames, utt_pad_proportion=0.07004, over 20384.04 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3205, pruned_loss=0.08689, over 2467908.21 frames. utt_duration=1211 frames, utt_pad_proportion=0.07234, over 8163.08 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09479, over 2474989.67 frames. utt_duration=451 frames, utt_pad_proportion=0.07124, over 22024.02 utterances.], batch size: 105, lr: 5.67e-04
2022-08-23 05:53:20,922 INFO [train.py:927] (0/8) Epoch 5, batch 24850, giga_loss[loss=0.3025, simple_loss=0.3426, pruned_loss=0.1313, over 12379.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.09211, over 2474585.15 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06797, over 20380.83 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3209, pruned_loss=0.0868, over 2467841.13 frames. utt_duration=1213 frames, utt_pad_proportion=0.07157, over 8147.76 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.328, pruned_loss=0.09341, over 2475329.57 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06928, over 21846.13 utterances.], batch size: 259, lr: 5.67e-04
2022-08-23 05:55:05,740 INFO [train.py:927] (0/8) Epoch 5, batch 24900, giga_loss[loss=0.2692, simple_loss=0.3378, pruned_loss=0.1003, over 12439.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.326, pruned_loss=0.09177, over 2475429.23 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06618, over 20036.55 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3211, pruned_loss=0.0867, over 2467902.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.0713, over 8141.02 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3268, pruned_loss=0.09291, over 2475987.40 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06743, over 21248.01 utterances.], batch size: 123, lr: 5.67e-04
2022-08-23 05:56:52,246 INFO [train.py:927] (0/8) Epoch 5, batch 24950, giga_loss[loss=0.2499, simple_loss=0.3401, pruned_loss=0.07982, over 12149.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03843, over 33.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3295, pruned_loss=0.09266, over 2474828.82 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06957, over 19661.44 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3206, pruned_loss=0.08633, over 2467670.88 frames. utt_duration=1220 frames, utt_pad_proportion=0.06946, over 8102.41 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.09419, over 2475837.01 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07104, over 21221.30 utterances.], batch size: 33, lr: 5.67e-04
2022-08-23 05:58:35,319 INFO [train.py:927] (0/8) Epoch 5, batch 25000, giga_loss[loss=0.2837, simple_loss=0.3473, pruned_loss=0.1101, over 12454.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04374, over 134.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3333, pruned_loss=0.09475, over 2474930.40 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06945, over 20524.98 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3206, pruned_loss=0.08637, over 2467608.76 frames. utt_duration=1222 frames, utt_pad_proportion=0.06866, over 8088.97 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3345, pruned_loss=0.09601, over 2475865.05 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07083, over 21923.17 utterances.], batch size: 134, lr: 5.67e-04
2022-08-23 06:00:19,945 INFO [train.py:927] (0/8) Epoch 5, batch 25050, giga_loss[loss=0.2436, simple_loss=0.3159, pruned_loss=0.08562, over 12404.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03993, over 105.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3337, pruned_loss=0.09573, over 2474387.17 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07406, over 20663.89 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3199, pruned_loss=0.08594, over 2467280.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06802, over 8054.80 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3354, pruned_loss=0.09718, over 2475495.69 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07506, over 21951.39 utterances.], batch size: 105, lr: 5.67e-04
2022-08-23 06:02:05,114 INFO [train.py:927] (0/8) Epoch 5, batch 25100, giga_loss[loss=0.2766, simple_loss=0.339, pruned_loss=0.1071, over 12364.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06059, over 182.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3324, pruned_loss=0.09519, over 2474028.20 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06815, over 20028.88 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3202, pruned_loss=0.08619, over 2467466.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.067, over 8055.77 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09644, over 2474992.33 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06969, over 21456.86 utterances.], batch size: 182, lr: 5.67e-04
2022-08-23 06:03:35,330 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-130000.pt
2022-08-23 06:03:54,031 INFO [train.py:927] (0/8) Epoch 5, batch 25150, giga_loss[loss=0.2705, simple_loss=0.3451, pruned_loss=0.09797, over 12460.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3296, pruned_loss=0.09444, over 2473334.31 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06548, over 19355.16 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3195, pruned_loss=0.08573, over 2467004.05 frames. utt_duration=1235 frames, utt_pad_proportion=0.06542, over 8000.55 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3318, pruned_loss=0.09613, over 2474743.66 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06748, over 20919.00 utterances.], batch size: 98, lr: 5.67e-04
2022-08-23 06:05:37,038 INFO [train.py:927] (0/8) Epoch 5, batch 25200, giga_loss[loss=0.2092, simple_loss=0.2912, pruned_loss=0.06363, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02697, over 66.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3294, pruned_loss=0.0945, over 2473955.61 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06379, over 19599.43 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3189, pruned_loss=0.0855, over 2467410.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.06499, over 8004.46 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3319, pruned_loss=0.09628, over 2474862.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06565, over 21116.26 utterances.], batch size: 66, lr: 5.67e-04
2022-08-23 06:07:20,247 INFO [train.py:927] (0/8) Epoch 5, batch 25250, giga_loss[loss=0.2472, simple_loss=0.3243, pruned_loss=0.08502, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02822, over 70.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3284, pruned_loss=0.09422, over 2474816.99 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06297, over 19409.44 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3184, pruned_loss=0.08525, over 2467278.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.06421, over 7970.69 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.331, pruned_loss=0.09604, over 2475796.45 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06476, over 20860.34 utterances.], batch size: 70, lr: 5.66e-04
2022-08-23 06:09:02,222 INFO [train.py:927] (0/8) Epoch 5, batch 25300, giga_loss[loss=0.2773, simple_loss=0.348, pruned_loss=0.1033, over 12373.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04027, over 113.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3294, pruned_loss=0.09427, over 2474328.93 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06919, over 20206.71 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3181, pruned_loss=0.08507, over 2467079.86 frames. utt_duration=1244 frames, utt_pad_proportion=0.06302, over 7939.78 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.332, pruned_loss=0.09607, over 2475423.51 frames. utt_duration=459 frames, utt_pad_proportion=0.07055, over 21643.88 utterances.], batch size: 113, lr: 5.66e-04
2022-08-23 06:10:49,068 INFO [train.py:927] (0/8) Epoch 5, batch 25350, giga_loss[loss=0.2539, simple_loss=0.3311, pruned_loss=0.08832, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03106, over 97.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3314, pruned_loss=0.09598, over 2475012.53 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06718, over 20449.62 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3179, pruned_loss=0.08498, over 2467060.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.06257, over 7929.37 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3337, pruned_loss=0.09753, over 2475947.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06851, over 21686.33 utterances.], batch size: 97, lr: 5.66e-04
2022-08-23 06:12:31,698 INFO [train.py:927] (0/8) Epoch 5, batch 25400, giga_loss[loss=0.2929, simple_loss=0.3603, pruned_loss=0.1128, over 12383.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03232, over 122.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3317, pruned_loss=0.09378, over 2475419.87 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07106, over 20365.44 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3178, pruned_loss=0.08491, over 2467394.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.06121, over 7907.76 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3339, pruned_loss=0.09533, over 2476070.98 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07238, over 21690.17 utterances.], batch size: 122, lr: 5.66e-04
2022-08-23 06:14:16,560 INFO [train.py:927] (0/8) Epoch 5, batch 25450, giga_loss[loss=0.2792, simple_loss=0.3367, pruned_loss=0.1109, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03423, over 39.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3346, pruned_loss=0.09541, over 2475158.17 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06872, over 20010.40 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3178, pruned_loss=0.08509, over 2467354.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06476, over 7968.39 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3367, pruned_loss=0.09663, over 2475852.99 frames. utt_duration=468 frames, utt_pad_proportion=0.0687, over 21228.33 utterances.], batch size: 39, lr: 5.66e-04
2022-08-23 06:16:00,488 INFO [train.py:927] (0/8) Epoch 5, batch 25500, giga_loss[loss=0.254, simple_loss=0.3323, pruned_loss=0.08787, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3362, pruned_loss=0.0973, over 2475036.57 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06791, over 19745.92 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3182, pruned_loss=0.08536, over 2467543.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.06354, over 7944.42 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3379, pruned_loss=0.0983, over 2475588.08 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06837, over 21007.88 utterances.], batch size: 97, lr: 5.66e-04
2022-08-23 06:17:44,564 INFO [train.py:927] (0/8) Epoch 5, batch 25550, giga_loss[loss=0.2779, simple_loss=0.3455, pruned_loss=0.1051, over 12331.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03175, over 85.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3368, pruned_loss=0.09752, over 2474404.73 frames. utt_duration=494.7 frames, utt_pad_proportion=0.0715, over 20065.87 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3187, pruned_loss=0.0856, over 2467702.33 frames. utt_duration=1240 frames, utt_pad_proportion=0.06355, over 7971.13 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3381, pruned_loss=0.09833, over 2474834.61 frames. utt_duration=467 frames, utt_pad_proportion=0.07173, over 21266.37 utterances.], batch size: 85, lr: 5.66e-04
2022-08-23 06:19:27,869 INFO [train.py:927] (0/8) Epoch 5, batch 25600, giga_loss[loss=0.3193, simple_loss=0.3763, pruned_loss=0.1311, over 12406.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06261, over 183.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3388, pruned_loss=0.09683, over 2473550.49 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06781, over 20001.22 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08585, over 2467642.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.06332, over 7963.28 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3389, pruned_loss=0.09727, over 2473970.86 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06825, over 21004.28 utterances.], batch size: 183, lr: 5.66e-04
2022-08-23 06:21:14,861 INFO [train.py:927] (0/8) Epoch 5, batch 25650, giga_loss[loss=0.2601, simple_loss=0.342, pruned_loss=0.08916, over 12332.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03503, over 62.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3387, pruned_loss=0.0976, over 2474039.26 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07351, over 20825.73 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.32, pruned_loss=0.08621, over 2467601.77 frames. utt_duration=1227 frames, utt_pad_proportion=0.06829, over 8056.17 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3388, pruned_loss=0.0978, over 2474505.34 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07203, over 21705.29 utterances.], batch size: 62, lr: 5.66e-04
2022-08-23 06:23:01,206 INFO [train.py:927] (0/8) Epoch 5, batch 25700, giga_loss[loss=0.2432, simple_loss=0.3245, pruned_loss=0.08094, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03318, over 80.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3375, pruned_loss=0.09775, over 2473996.42 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07996, over 21751.35 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3202, pruned_loss=0.08638, over 2467209.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.0675, over 8038.43 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3376, pruned_loss=0.09792, over 2474810.10 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0789, over 22644.33 utterances.], batch size: 80, lr: 5.66e-04
2022-08-23 06:24:46,802 INFO [train.py:927] (0/8) Epoch 5, batch 25750, giga_loss[loss=0.2514, simple_loss=0.3249, pruned_loss=0.08893, over 12398.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02125, over 48.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3343, pruned_loss=0.09634, over 2474214.29 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08081, over 21418.25 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3203, pruned_loss=0.08652, over 2467463.00 frames. utt_duration=1219 frames, utt_pad_proportion=0.0711, over 8104.93 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09649, over 2474731.25 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07885, over 22236.92 utterances.], batch size: 48, lr: 5.65e-04
2022-08-23 06:26:30,506 INFO [train.py:927] (0/8) Epoch 5, batch 25800, giga_loss[loss=0.2369, simple_loss=0.3186, pruned_loss=0.07761, over 12350.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3326, pruned_loss=0.09586, over 2474056.48 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08329, over 21523.06 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3205, pruned_loss=0.08657, over 2467553.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.07083, over 8119.47 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3329, pruned_loss=0.09611, over 2474521.17 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08189, over 22413.33 utterances.], batch size: 91, lr: 5.65e-04
2022-08-23 06:28:10,610 INFO [train.py:927] (0/8) Epoch 5, batch 25850, giga_loss[loss=0.228, simple_loss=0.3025, pruned_loss=0.07681, over 12454.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3293, pruned_loss=0.09254, over 2474200.50 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08322, over 22609.18 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3201, pruned_loss=0.08621, over 2467750.56 frames. utt_duration=1219 frames, utt_pad_proportion=0.06984, over 8108.16 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3302, pruned_loss=0.09331, over 2474614.24 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08259, over 23812.12 utterances.], batch size: 86, lr: 5.65e-04
2022-08-23 06:30:00,911 INFO [train.py:927] (0/8) Epoch 5, batch 25900, giga_loss[loss=0.2389, simple_loss=0.3073, pruned_loss=0.08525, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0305, over 48.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3263, pruned_loss=0.09088, over 2474212.26 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08133, over 22108.04 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3199, pruned_loss=0.08614, over 2467497.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06921, over 8102.36 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3274, pruned_loss=0.09167, over 2474913.51 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0812, over 23391.01 utterances.], batch size: 48, lr: 5.65e-04
2022-08-23 06:31:44,348 INFO [train.py:927] (0/8) Epoch 5, batch 25950, libri_loss[loss=0.2312, simple_loss=0.2932, pruned_loss=0.08456, over 12139.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004669, over 32.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.325, pruned_loss=0.0909, over 2474118.47 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07715, over 21989.25 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3198, pruned_loss=0.0863, over 2467229.63 frames. utt_duration=1210 frames, utt_pad_proportion=0.07198, over 8164.43 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.326, pruned_loss=0.09147, over 2475092.73 frames. utt_duration=427 frames, utt_pad_proportion=0.07632, over 23266.21 utterances.], batch size: 32, lr: 5.65e-04
2022-08-23 06:33:26,843 INFO [train.py:927] (0/8) Epoch 5, batch 26000, giga_loss[loss=0.2476, simple_loss=0.3281, pruned_loss=0.08353, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02976, over 97.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3267, pruned_loss=0.09089, over 2474331.41 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07224, over 20932.90 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3204, pruned_loss=0.08645, over 2467409.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.07094, over 8160.90 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3272, pruned_loss=0.09136, over 2475141.35 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07217, over 22331.80 utterances.], batch size: 97, lr: 5.65e-04
2022-08-23 06:35:12,476 INFO [train.py:927] (0/8) Epoch 5, batch 26050, giga_loss[loss=0.2652, simple_loss=0.3337, pruned_loss=0.09836, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3291, pruned_loss=0.09272, over 2475259.59 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07625, over 22164.20 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3216, pruned_loss=0.08666, over 2467383.52 frames. utt_duration=1212 frames, utt_pad_proportion=0.07039, over 8152.33 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3285, pruned_loss=0.09294, over 2475990.46 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07621, over 23405.09 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:36:55,459 INFO [train.py:927] (0/8) Epoch 5, batch 26100, giga_loss[loss=0.2395, simple_loss=0.3298, pruned_loss=0.07461, over 12356.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3309, pruned_loss=0.09331, over 2475274.25 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07612, over 21303.46 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3228, pruned_loss=0.08736, over 2467748.75 frames. utt_duration=1183 frames, utt_pad_proportion=0.08038, over 8351.45 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3296, pruned_loss=0.09311, over 2475804.01 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07309, over 22624.80 utterances.], batch size: 66, lr: 5.65e-04
2022-08-23 06:38:42,453 INFO [train.py:927] (0/8) Epoch 5, batch 26150, giga_loss[loss=0.2474, simple_loss=0.3209, pruned_loss=0.08692, over 12375.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.0353, over 80.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3326, pruned_loss=0.09474, over 2474611.21 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07434, over 21332.20 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3226, pruned_loss=0.08723, over 2467682.04 frames. utt_duration=1189 frames, utt_pad_proportion=0.07924, over 8313.73 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3319, pruned_loss=0.09483, over 2475222.79 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07237, over 22653.06 utterances.], batch size: 80, lr: 5.65e-04
2022-08-23 06:40:30,793 INFO [train.py:927] (0/8) Epoch 5, batch 26200, giga_loss[loss=0.2193, simple_loss=0.3157, pruned_loss=0.06145, over 12389.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05222, over 161.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3324, pruned_loss=0.09407, over 2474849.39 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07106, over 20794.20 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3223, pruned_loss=0.08711, over 2467845.10 frames. utt_duration=1193 frames, utt_pad_proportion=0.0784, over 8285.18 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3322, pruned_loss=0.09434, over 2475278.20 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06986, over 22029.66 utterances.], batch size: 161, lr: 5.64e-04
2022-08-23 06:42:12,688 INFO [train.py:927] (0/8) Epoch 5, batch 26250, giga_loss[loss=0.3221, simple_loss=0.3642, pruned_loss=0.14, over 12399.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3318, pruned_loss=0.0941, over 2474354.04 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07857, over 21731.27 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3222, pruned_loss=0.08714, over 2467628.17 frames. utt_duration=1198 frames, utt_pad_proportion=0.07693, over 8249.38 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.332, pruned_loss=0.09442, over 2475055.22 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07771, over 23037.00 utterances.], batch size: 258, lr: 5.64e-04
2022-08-23 06:43:59,921 INFO [train.py:927] (0/8) Epoch 5, batch 26300, giga_loss[loss=0.3419, simple_loss=0.3753, pruned_loss=0.1542, over 12390.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.09458, over 2474259.40 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07757, over 21845.93 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08704, over 2467567.65 frames. utt_duration=1196 frames, utt_pad_proportion=0.07709, over 8261.95 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3313, pruned_loss=0.095, over 2474922.57 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07688, over 22987.68 utterances.], batch size: 260, lr: 5.64e-04
2022-08-23 06:45:47,157 INFO [train.py:927] (0/8) Epoch 5, batch 26350, giga_loss[loss=0.2762, simple_loss=0.3394, pruned_loss=0.1065, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06373, over 183.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3298, pruned_loss=0.0944, over 2474100.42 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07357, over 21383.61 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08703, over 2467352.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07682, over 8252.64 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3302, pruned_loss=0.09477, over 2474836.52 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07327, over 22342.95 utterances.], batch size: 183, lr: 5.64e-04
2022-08-23 06:47:31,111 INFO [train.py:927] (0/8) Epoch 5, batch 26400, giga_loss[loss=0.2738, simple_loss=0.3403, pruned_loss=0.1037, over 12424.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3299, pruned_loss=0.09416, over 2474480.24 frames. utt_duration=481 frames, utt_pad_proportion=0.0711, over 20638.74 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08716, over 2467090.98 frames. utt_duration=1199 frames, utt_pad_proportion=0.07592, over 8238.80 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3295, pruned_loss=0.09445, over 2475426.90 frames. utt_duration=459.1 frames, utt_pad_proportion=0.0712, over 21635.45 utterances.], batch size: 162, lr: 5.64e-04
2022-08-23 06:49:14,369 INFO [train.py:927] (0/8) Epoch 5, batch 26450, giga_loss[loss=0.2382, simple_loss=0.3134, pruned_loss=0.08157, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03814, over 37.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3302, pruned_loss=0.0948, over 2474395.99 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07123, over 20372.35 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08693, over 2467145.51 frames. utt_duration=1201 frames, utt_pad_proportion=0.0755, over 8229.11 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3305, pruned_loss=0.09542, over 2475279.03 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07143, over 21463.45 utterances.], batch size: 37, lr: 5.64e-04
2022-08-23 06:50:56,079 INFO [train.py:927] (0/8) Epoch 5, batch 26500, libri_loss[loss=0.1949, simple_loss=0.264, pruned_loss=0.06292, over 12245.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04161, over 27.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3304, pruned_loss=0.09566, over 2474629.04 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07304, over 20716.83 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3216, pruned_loss=0.08655, over 2467070.53 frames. utt_duration=1199 frames, utt_pad_proportion=0.0772, over 8242.04 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3317, pruned_loss=0.09685, over 2475726.34 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07258, over 22039.33 utterances.], batch size: 27, lr: 5.64e-04
2022-08-23 06:52:39,352 INFO [train.py:927] (0/8) Epoch 5, batch 26550, giga_loss[loss=0.2826, simple_loss=0.3486, pruned_loss=0.1083, over 12389.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05942, over 182.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3316, pruned_loss=0.09666, over 2474398.28 frames. utt_duration=474.6 frames, utt_pad_proportion=0.072, over 20917.76 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08659, over 2466914.03 frames. utt_duration=1201 frames, utt_pad_proportion=0.07646, over 8226.20 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.333, pruned_loss=0.09775, over 2475558.52 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0719, over 22207.91 utterances.], batch size: 182, lr: 5.64e-04
2022-08-23 06:54:20,619 INFO [train.py:927] (0/8) Epoch 5, batch 26600, giga_loss[loss=0.2281, simple_loss=0.316, pruned_loss=0.0701, over 12427.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03282, over 75.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3321, pruned_loss=0.09638, over 2475373.55 frames. utt_duration=478.5 frames, utt_pad_proportion=0.08094, over 20755.60 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.323, pruned_loss=0.08775, over 2467377.12 frames. utt_duration=1137 frames, utt_pad_proportion=0.09749, over 8693.54 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3322, pruned_loss=0.09656, over 2476210.38 frames. utt_duration=454 frames, utt_pad_proportion=0.0722, over 21885.86 utterances.], batch size: 75, lr: 5.64e-04
2022-08-23 06:54:38,823 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-23 06:54:40,241 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-5.pt
2022-08-23 06:57:06,166 INFO [train.py:927] (0/8) Epoch 6, batch 50, giga_loss[loss=0.2325, simple_loss=0.3221, pruned_loss=0.07145, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.0284, over 70.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.326, pruned_loss=0.07696, over 547893.89 frames. utt_duration=591 frames, utt_pad_proportion=0.04998, over 3717.83 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3289, pruned_loss=0.06948, over 85055.41 frames. utt_duration=1333 frames, utt_pad_proportion=0.01258, over 255.44 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3256, pruned_loss=0.07811, over 479330.51 frames. utt_duration=544 frames, utt_pad_proportion=0.05235, over 3534.28 utterances.], batch size: 70, lr: 5.53e-04
2022-08-23 06:58:46,798 INFO [train.py:927] (0/8) Epoch 6, batch 100, giga_loss[loss=0.1846, simple_loss=0.264, pruned_loss=0.05258, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.0353, over 31.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3108, pruned_loss=0.07137, over 975521.40 frames. utt_duration=592.9 frames, utt_pad_proportion=0.04823, over 6598.17 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3138, pruned_loss=0.06993, over 213329.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.0253, over 664.96 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3109, pruned_loss=0.0719, over 834046.10 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05031, over 6316.09 utterances.], batch size: 31, lr: 5.53e-04
2022-08-23 07:00:31,673 INFO [train.py:927] (0/8) Epoch 6, batch 150, giga_loss[loss=0.1859, simple_loss=0.2629, pruned_loss=0.05447, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0261, over 45.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2938, pruned_loss=0.06516, over 1308197.56 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05737, over 9314.22 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3111, pruned_loss=0.06936, over 236007.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.02359, over 725.17 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2924, pruned_loss=0.0649, over 1185109.59 frames. utt_duration=521.7 frames, utt_pad_proportion=0.0591, over 9111.80 utterances.], batch size: 45, lr: 5.53e-04
2022-08-23 07:02:15,923 INFO [train.py:927] (0/8) Epoch 6, batch 200, giga_loss[loss=0.1537, simple_loss=0.2403, pruned_loss=0.03361, over 12088.00 frames. utt_duration=1728 frames, utt_pad_proportion=0.04983, over 28.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2817, pruned_loss=0.06057, over 1565691.05 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06603, over 11758.59 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3096, pruned_loss=0.06899, over 258210.68 frames. utt_duration=1316 frames, utt_pad_proportion=0.02357, over 785.80 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2799, pruned_loss=0.06005, over 1459878.14 frames. utt_duration=503.7 frames, utt_pad_proportion=0.0674, over 11626.75 utterances.], batch size: 28, lr: 5.53e-04
2022-08-23 07:03:58,381 INFO [train.py:927] (0/8) Epoch 6, batch 250, giga_loss[loss=0.1891, simple_loss=0.2754, pruned_loss=0.0514, over 12388.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06402, over 183.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2761, pruned_loss=0.05802, over 1766704.48 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06035, over 12774.30 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3146, pruned_loss=0.06969, over 291345.33 frames. utt_duration=1328 frames, utt_pad_proportion=0.02149, over 878.56 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2731, pruned_loss=0.0572, over 1672317.79 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06172, over 12744.80 utterances.], batch size: 183, lr: 5.53e-04
2022-08-23 07:05:41,572 INFO [train.py:927] (0/8) Epoch 6, batch 300, giga_loss[loss=0.169, simple_loss=0.2548, pruned_loss=0.04162, over 12441.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2725, pruned_loss=0.05638, over 1923409.01 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06305, over 14107.14 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.309, pruned_loss=0.06675, over 366477.57 frames. utt_duration=1348 frames, utt_pad_proportion=0.02043, over 1088.67 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2695, pruned_loss=0.05572, over 1827779.03 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06466, over 14278.41 utterances.], batch size: 133, lr: 5.52e-04
2022-08-23 07:07:24,508 INFO [train.py:927] (0/8) Epoch 6, batch 350, giga_loss[loss=0.1572, simple_loss=0.2388, pruned_loss=0.03781, over 12414.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2672, pruned_loss=0.05407, over 2045025.28 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06171, over 15251.63 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3082, pruned_loss=0.06666, over 376871.18 frames. utt_duration=1357 frames, utt_pad_proportion=0.02013, over 1112.23 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2648, pruned_loss=0.05347, over 1968181.30 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06297, over 15418.11 utterances.], batch size: 75, lr: 5.52e-04
2022-08-23 07:09:05,032 INFO [train.py:927] (0/8) Epoch 6, batch 400, giga_loss[loss=0.1822, simple_loss=0.2542, pruned_loss=0.05505, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03333, over 80.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2629, pruned_loss=0.05216, over 2139878.22 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06295, over 16383.89 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3072, pruned_loss=0.06645, over 407753.15 frames. utt_duration=1371 frames, utt_pad_proportion=0.01913, over 1191.15 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2603, pruned_loss=0.05145, over 2074506.62 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06418, over 16658.96 utterances.], batch size: 80, lr: 5.52e-04
2022-08-23 07:10:47,427 INFO [train.py:927] (0/8) Epoch 6, batch 450, giga_loss[loss=0.162, simple_loss=0.2338, pruned_loss=0.04508, over 12433.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04126, over 26.00 utterances.], tot_loss[loss=0.1804, simple_loss=0.2592, pruned_loss=0.05075, over 2214060.87 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06166, over 16201.79 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3068, pruned_loss=0.06578, over 448574.76 frames. utt_duration=1377 frames, utt_pad_proportion=0.01793, over 1304.53 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2562, pruned_loss=0.04998, over 2157065.08 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06309, over 16595.16 utterances.], batch size: 26, lr: 5.52e-04
2022-08-23 07:12:26,616 INFO [train.py:927] (0/8) Epoch 6, batch 500, giga_loss[loss=0.2558, simple_loss=0.3426, pruned_loss=0.08448, over 12395.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02638, over 70.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2681, pruned_loss=0.05522, over 2271772.94 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06107, over 16493.53 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3075, pruned_loss=0.06664, over 498492.57 frames. utt_duration=1390 frames, utt_pad_proportion=0.01663, over 1436.53 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2647, pruned_loss=0.05421, over 2221378.81 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06266, over 17028.43 utterances.], batch size: 70, lr: 5.52e-04
2022-08-23 07:13:39,925 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-132000.pt
2022-08-23 07:14:14,735 INFO [train.py:927] (0/8) Epoch 6, batch 550, giga_loss[loss=0.2332, simple_loss=0.3243, pruned_loss=0.07105, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05381, over 162.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2816, pruned_loss=0.06154, over 2316684.34 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06508, over 17183.01 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3081, pruned_loss=0.06727, over 508481.10 frames. utt_duration=1386 frames, utt_pad_proportion=0.0165, over 1469.34 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.279, pruned_loss=0.06073, over 2276384.79 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06627, over 17635.37 utterances.], batch size: 162, lr: 5.52e-04
2022-08-23 07:15:57,994 INFO [train.py:927] (0/8) Epoch 6, batch 600, libri_loss[loss=0.1868, simple_loss=0.2658, pruned_loss=0.05386, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01144, over 28.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2884, pruned_loss=0.06392, over 2350360.29 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06701, over 17236.61 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3059, pruned_loss=0.06755, over 604083.95 frames. utt_duration=1410 frames, utt_pad_proportion=0.01533, over 1716.04 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2859, pruned_loss=0.06303, over 2311528.20 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06871, over 18091.66 utterances.], batch size: 28, lr: 5.52e-04
2022-08-23 07:17:41,817 INFO [train.py:927] (0/8) Epoch 6, batch 650, giga_loss[loss=0.2562, simple_loss=0.332, pruned_loss=0.09023, over 12381.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2926, pruned_loss=0.06563, over 2376992.96 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0715, over 18027.43 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3043, pruned_loss=0.06672, over 659072.27 frames. utt_duration=1415 frames, utt_pad_proportion=0.01437, over 1864.69 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2906, pruned_loss=0.06506, over 2343260.21 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07314, over 18990.03 utterances.], batch size: 212, lr: 5.52e-04
2022-08-23 07:19:26,562 INFO [train.py:927] (0/8) Epoch 6, batch 700, giga_loss[loss=0.2682, simple_loss=0.3376, pruned_loss=0.09945, over 12395.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06396, over 183.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2971, pruned_loss=0.06814, over 2398410.68 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06721, over 17593.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3045, pruned_loss=0.06724, over 712655.18 frames. utt_duration=1364 frames, utt_pad_proportion=0.032, over 2092.85 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2953, pruned_loss=0.06759, over 2369233.55 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0679, over 18595.17 utterances.], batch size: 183, lr: 5.52e-04
2022-08-23 07:21:08,912 INFO [train.py:927] (0/8) Epoch 6, batch 750, libri_loss[loss=0.2287, simple_loss=0.3138, pruned_loss=0.07181, over 12268.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007993, over 37.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.0703, over 2414747.34 frames. utt_duration=543 frames, utt_pad_proportion=0.07089, over 17835.81 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3047, pruned_loss=0.06705, over 772831.51 frames. utt_duration=1360 frames, utt_pad_proportion=0.03138, over 2275.96 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3006, pruned_loss=0.07005, over 2389635.61 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07187, over 18996.16 utterances.], batch size: 37, lr: 5.52e-04
2022-08-23 07:22:50,517 INFO [train.py:927] (0/8) Epoch 6, batch 800, libri_loss[loss=0.2243, simple_loss=0.3185, pruned_loss=0.06509, over 12430.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03612, over 46.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07113, over 2428111.91 frames. utt_duration=531.3 frames, utt_pad_proportion=0.07317, over 18330.90 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3046, pruned_loss=0.06711, over 839743.98 frames. utt_duration=1357 frames, utt_pad_proportion=0.02978, over 2478.78 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3041, pruned_loss=0.07105, over 2405826.86 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07457, over 19661.38 utterances.], batch size: 46, lr: 5.51e-04
2022-08-23 07:24:33,564 INFO [train.py:927] (0/8) Epoch 6, batch 850, giga_loss[loss=0.2166, simple_loss=0.3105, pruned_loss=0.06128, over 12394.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03922, over 37.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.306, pruned_loss=0.07026, over 2438590.92 frames. utt_duration=554.6 frames, utt_pad_proportion=0.07252, over 17634.93 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3039, pruned_loss=0.06671, over 872154.30 frames. utt_duration=1363 frames, utt_pad_proportion=0.02856, over 2561.57 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3053, pruned_loss=0.07039, over 2420194.50 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07413, over 18886.09 utterances.], batch size: 37, lr: 5.51e-04
2022-08-23 07:26:15,607 INFO [train.py:927] (0/8) Epoch 6, batch 900, giga_loss[loss=0.3207, simple_loss=0.3669, pruned_loss=0.1372, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07259, over 212.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3076, pruned_loss=0.07098, over 2446063.86 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06806, over 17225.51 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3042, pruned_loss=0.0669, over 904205.70 frames. utt_duration=1358 frames, utt_pad_proportion=0.02831, over 2666.62 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3069, pruned_loss=0.07108, over 2430668.24 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06998, over 18385.17 utterances.], batch size: 212, lr: 5.51e-04
2022-08-23 07:28:00,068 INFO [train.py:927] (0/8) Epoch 6, batch 950, giga_loss[loss=0.2603, simple_loss=0.3279, pruned_loss=0.09633, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03622, over 40.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.07424, over 2451334.18 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06648, over 16781.21 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3054, pruned_loss=0.06694, over 950432.41 frames. utt_duration=1355 frames, utt_pad_proportion=0.02826, over 2808.80 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.31, pruned_loss=0.07445, over 2438561.44 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06854, over 17954.78 utterances.], batch size: 40, lr: 5.51e-04
2022-08-23 07:29:44,222 INFO [train.py:927] (0/8) Epoch 6, batch 1000, giga_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06064, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04407, over 26.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3131, pruned_loss=0.07577, over 2456234.73 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06736, over 17136.12 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3098, pruned_loss=0.0669, over 987876.74 frames. utt_duration=1351 frames, utt_pad_proportion=0.02811, over 2927.38 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.311, pruned_loss=0.07616, over 2445836.07 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06933, over 18297.12 utterances.], batch size: 26, lr: 5.51e-04
2022-08-23 07:31:25,279 INFO [train.py:927] (0/8) Epoch 6, batch 1050, giga_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08141, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02427, over 48.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3129, pruned_loss=0.07524, over 2460204.93 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06619, over 16650.14 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3136, pruned_loss=0.06758, over 1032063.62 frames. utt_duration=1323 frames, utt_pad_proportion=0.03275, over 3124.55 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3099, pruned_loss=0.07553, over 2451296.54 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06775, over 17786.10 utterances.], batch size: 48, lr: 5.51e-04
2022-08-23 07:33:11,918 INFO [train.py:927] (0/8) Epoch 6, batch 1100, giga_loss[loss=0.2358, simple_loss=0.3034, pruned_loss=0.08409, over 12321.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2068, over 372.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3107, pruned_loss=0.07406, over 2463421.86 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06968, over 17206.99 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3124, pruned_loss=0.06718, over 1074914.81 frames. utt_duration=1332 frames, utt_pad_proportion=0.03112, over 3230.53 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07464, over 2455828.06 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07125, over 18394.62 utterances.], batch size: 372, lr: 5.51e-04
2022-08-23 07:34:56,589 INFO [train.py:927] (0/8) Epoch 6, batch 1150, giga_loss[loss=0.1891, simple_loss=0.2706, pruned_loss=0.05382, over 12419.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3054, pruned_loss=0.07215, over 2466182.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.07307, over 18181.16 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3115, pruned_loss=0.06678, over 1095807.46 frames. utt_duration=1334 frames, utt_pad_proportion=0.03042, over 3288.83 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.304, pruned_loss=0.07284, over 2460034.93 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07442, over 19268.45 utterances.], batch size: 133, lr: 5.51e-04
2022-08-23 07:36:39,163 INFO [train.py:927] (0/8) Epoch 6, batch 1200, giga_loss[loss=0.1912, simple_loss=0.2835, pruned_loss=0.04942, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3004, pruned_loss=0.06981, over 2467813.40 frames. utt_duration=540.2 frames, utt_pad_proportion=0.07119, over 18324.61 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.31, pruned_loss=0.06579, over 1149738.76 frames. utt_duration=1340 frames, utt_pad_proportion=0.02854, over 3435.53 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2997, pruned_loss=0.07093, over 2462790.95 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07317, over 19599.13 utterances.], batch size: 75, lr: 5.51e-04
2022-08-23 07:38:22,058 INFO [train.py:927] (0/8) Epoch 6, batch 1250, giga_loss[loss=0.2055, simple_loss=0.284, pruned_loss=0.06352, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.0255, over 45.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3004, pruned_loss=0.07011, over 2468711.43 frames. utt_duration=536.7 frames, utt_pad_proportion=0.07149, over 18449.75 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3092, pruned_loss=0.06596, over 1188867.58 frames. utt_duration=1343 frames, utt_pad_proportion=0.02766, over 3544.11 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2999, pruned_loss=0.07104, over 2464638.72 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07364, over 19780.58 utterances.], batch size: 45, lr: 5.51e-04
2022-08-23 07:40:03,443 INFO [train.py:927] (0/8) Epoch 6, batch 1300, giga_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06305, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.03024, over 66.00 utterances.], tot_loss[loss=0.219, simple_loss=0.299, pruned_loss=0.06946, over 2469445.98 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06811, over 18262.93 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.309, pruned_loss=0.06564, over 1238875.85 frames. utt_duration=1303 frames, utt_pad_proportion=0.0378, over 3806.67 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2983, pruned_loss=0.07048, over 2466427.66 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06897, over 19630.22 utterances.], batch size: 66, lr: 5.50e-04
2022-08-23 07:41:45,753 INFO [train.py:927] (0/8) Epoch 6, batch 1350, giga_loss[loss=0.2262, simple_loss=0.2988, pruned_loss=0.07684, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04022, over 34.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2941, pruned_loss=0.06751, over 2468843.52 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06299, over 17008.46 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3088, pruned_loss=0.06563, over 1263360.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.03852, over 3896.91 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2934, pruned_loss=0.06838, over 2466417.48 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06413, over 18259.00 utterances.], batch size: 34, lr: 5.50e-04
2022-08-23 07:43:30,391 INFO [train.py:927] (0/8) Epoch 6, batch 1400, libri_loss[loss=0.1806, simple_loss=0.2567, pruned_loss=0.05223, over 12389.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009147, over 30.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2908, pruned_loss=0.06633, over 2469686.94 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05976, over 16723.06 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3082, pruned_loss=0.06551, over 1287053.13 frames. utt_duration=1298 frames, utt_pad_proportion=0.03921, over 3972.15 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2903, pruned_loss=0.06711, over 2467994.77 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06094, over 17889.37 utterances.], batch size: 30, lr: 5.50e-04
2022-08-23 07:45:10,262 INFO [train.py:927] (0/8) Epoch 6, batch 1450, giga_loss[loss=0.1953, simple_loss=0.2786, pruned_loss=0.05595, over 12366.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.0296, over 51.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2874, pruned_loss=0.06481, over 2470454.15 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05759, over 16407.71 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3077, pruned_loss=0.06559, over 1316590.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.03806, over 4044.08 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2867, pruned_loss=0.06541, over 2468855.55 frames. utt_duration=564 frames, utt_pad_proportion=0.05911, over 17557.59 utterances.], batch size: 51, lr: 5.50e-04
2022-08-23 07:46:52,137 INFO [train.py:927] (0/8) Epoch 6, batch 1500, giga_loss[loss=0.1921, simple_loss=0.2668, pruned_loss=0.05867, over 12331.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2848, pruned_loss=0.06377, over 2470698.62 frames. utt_duration=631.2 frames, utt_pad_proportion=0.05273, over 15693.50 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3075, pruned_loss=0.06562, over 1339227.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.03699, over 4099.77 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.284, pruned_loss=0.06421, over 2469670.92 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05464, over 16768.27 utterances.], batch size: 85, lr: 5.50e-04
2022-08-23 07:48:33,319 INFO [train.py:927] (0/8) Epoch 6, batch 1550, giga_loss[loss=0.2461, simple_loss=0.3205, pruned_loss=0.0858, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04268, over 133.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2844, pruned_loss=0.06395, over 2470033.60 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05067, over 15505.55 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3063, pruned_loss=0.06547, over 1382986.34 frames. utt_duration=1312 frames, utt_pad_proportion=0.0362, over 4219.70 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2836, pruned_loss=0.06431, over 2469842.50 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05274, over 16662.85 utterances.], batch size: 133, lr: 5.50e-04
2022-08-23 07:50:14,669 INFO [train.py:927] (0/8) Epoch 6, batch 1600, giga_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07958, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2903, pruned_loss=0.06763, over 2470970.55 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05426, over 16251.30 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3067, pruned_loss=0.06567, over 1409952.36 frames. utt_duration=1315 frames, utt_pad_proportion=0.03502, over 4293.48 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.289, pruned_loss=0.0678, over 2470774.41 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05601, over 17350.68 utterances.], batch size: 45, lr: 5.50e-04
2022-08-23 07:51:57,390 INFO [train.py:927] (0/8) Epoch 6, batch 1650, giga_loss[loss=0.2332, simple_loss=0.3208, pruned_loss=0.07285, over 12429.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.041, over 146.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2962, pruned_loss=0.07055, over 2472639.37 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05656, over 16844.38 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.307, pruned_loss=0.06589, over 1431198.24 frames. utt_duration=1295 frames, utt_pad_proportion=0.0412, over 4425.21 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2948, pruned_loss=0.07064, over 2472318.82 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05655, over 17821.79 utterances.], batch size: 146, lr: 5.50e-04
2022-08-23 07:53:41,121 INFO [train.py:927] (0/8) Epoch 6, batch 1700, giga_loss[loss=0.2288, simple_loss=0.3091, pruned_loss=0.07424, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03688, over 28.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.301, pruned_loss=0.07199, over 2472608.47 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05911, over 17249.19 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3059, pruned_loss=0.06548, over 1466916.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.04024, over 4516.98 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07246, over 2472527.68 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05941, over 18357.10 utterances.], batch size: 28, lr: 5.50e-04
2022-08-23 07:55:20,696 INFO [train.py:927] (0/8) Epoch 6, batch 1750, giga_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05062, over 12461.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 92.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3067, pruned_loss=0.07428, over 2472897.10 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05927, over 18042.73 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3064, pruned_loss=0.06549, over 1486898.15 frames. utt_duration=1301 frames, utt_pad_proportion=0.03941, over 4578.22 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3057, pruned_loss=0.07479, over 2472814.70 frames. utt_duration=519.3 frames, utt_pad_proportion=0.05984, over 19103.80 utterances.], batch size: 92, lr: 5.49e-04
2022-08-23 07:57:00,761 INFO [train.py:927] (0/8) Epoch 6, batch 1800, giga_loss[loss=0.1942, simple_loss=0.2849, pruned_loss=0.05169, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04004, over 37.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3045, pruned_loss=0.07153, over 2473324.98 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0584, over 17932.32 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3062, pruned_loss=0.06537, over 1506290.82 frames. utt_duration=1300 frames, utt_pad_proportion=0.03908, over 4639.13 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3039, pruned_loss=0.07213, over 2473440.57 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05912, over 18965.25 utterances.], batch size: 37, lr: 5.49e-04
2022-08-23 07:58:44,108 INFO [train.py:927] (0/8) Epoch 6, batch 1850, libri_loss[loss=0.2028, simple_loss=0.288, pruned_loss=0.05878, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006378, over 32.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3045, pruned_loss=0.07115, over 2473184.63 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05982, over 17642.73 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.306, pruned_loss=0.06542, over 1520939.26 frames. utt_duration=1301 frames, utt_pad_proportion=0.03899, over 4683.33 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3041, pruned_loss=0.07169, over 2473080.21 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06049, over 18598.76 utterances.], batch size: 32, lr: 5.49e-04
2022-08-23 08:00:29,942 INFO [train.py:927] (0/8) Epoch 6, batch 1900, giga_loss[loss=0.3355, simple_loss=0.3807, pruned_loss=0.1451, over 12417.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03973, over 123.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07363, over 2473699.55 frames. utt_duration=566 frames, utt_pad_proportion=0.05681, over 17528.79 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3056, pruned_loss=0.06532, over 1535070.75 frames. utt_duration=1300 frames, utt_pad_proportion=0.03882, over 4728.83 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3077, pruned_loss=0.07421, over 2473679.25 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05763, over 18414.87 utterances.], batch size: 123, lr: 5.49e-04
2022-08-23 08:02:13,400 INFO [train.py:927] (0/8) Epoch 6, batch 1950, giga_loss[loss=0.2423, simple_loss=0.3244, pruned_loss=0.0801, over 12377.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0264, over 66.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.0747, over 2473633.30 frames. utt_duration=566 frames, utt_pad_proportion=0.05887, over 17528.77 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.304, pruned_loss=0.06478, over 1566888.68 frames. utt_duration=1314 frames, utt_pad_proportion=0.03766, over 4774.53 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3097, pruned_loss=0.07576, over 2474131.75 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05987, over 18604.95 utterances.], batch size: 66, lr: 5.49e-04
2022-08-23 08:03:54,474 INFO [train.py:927] (0/8) Epoch 6, batch 2000, giga_loss[loss=0.3184, simple_loss=0.3665, pruned_loss=0.1352, over 12396.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3109, pruned_loss=0.07647, over 2473368.60 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05827, over 17814.43 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3041, pruned_loss=0.0648, over 1580439.63 frames. utt_duration=1315 frames, utt_pad_proportion=0.03695, over 4811.72 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07743, over 2473757.56 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05935, over 18803.12 utterances.], batch size: 257, lr: 5.49e-04
2022-08-23 08:05:36,990 INFO [train.py:927] (0/8) Epoch 6, batch 2050, giga_loss[loss=0.207, simple_loss=0.2951, pruned_loss=0.05951, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04467, over 34.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3113, pruned_loss=0.07583, over 2472804.79 frames. utt_duration=598 frames, utt_pad_proportion=0.05459, over 16580.96 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3036, pruned_loss=0.06453, over 1593698.56 frames. utt_duration=1319 frames, utt_pad_proportion=0.03634, over 4838.43 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3123, pruned_loss=0.07687, over 2473159.47 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05594, over 17498.58 utterances.], batch size: 34, lr: 5.49e-04
2022-08-23 08:07:18,857 INFO [train.py:927] (0/8) Epoch 6, batch 2100, giga_loss[loss=0.2517, simple_loss=0.3263, pruned_loss=0.08849, over 12411.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07633, over 2473621.64 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06301, over 17607.03 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3039, pruned_loss=0.06471, over 1615478.69 frames. utt_duration=1322 frames, utt_pad_proportion=0.03551, over 4894.82 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3125, pruned_loss=0.07733, over 2473915.90 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06409, over 18572.03 utterances.], batch size: 161, lr: 5.49e-04
2022-08-23 08:09:01,252 INFO [train.py:927] (0/8) Epoch 6, batch 2150, giga_loss[loss=0.2159, simple_loss=0.2953, pruned_loss=0.0682, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0365, over 37.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3106, pruned_loss=0.07534, over 2472931.62 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05984, over 16654.06 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3048, pruned_loss=0.06469, over 1648824.45 frames. utt_duration=1325 frames, utt_pad_proportion=0.03467, over 4983.11 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.311, pruned_loss=0.0766, over 2473547.28 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0615, over 17802.25 utterances.], batch size: 37, lr: 5.49e-04
2022-08-23 08:10:44,951 INFO [train.py:927] (0/8) Epoch 6, batch 2200, giga_loss[loss=0.2346, simple_loss=0.3025, pruned_loss=0.08338, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03443, over 37.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07675, over 2472665.10 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06211, over 16293.20 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.305, pruned_loss=0.0647, over 1681066.73 frames. utt_duration=1322 frames, utt_pad_proportion=0.03455, over 5090.86 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3125, pruned_loss=0.07816, over 2473268.18 frames. utt_duration=565.6 frames, utt_pad_proportion=0.0638, over 17538.08 utterances.], batch size: 37, lr: 5.49e-04
2022-08-23 08:12:27,000 INFO [train.py:927] (0/8) Epoch 6, batch 2250, giga_loss[loss=0.2528, simple_loss=0.3229, pruned_loss=0.09131, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03671, over 105.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3124, pruned_loss=0.07645, over 2471594.28 frames. utt_duration=632.7 frames, utt_pad_proportion=0.05982, over 15661.65 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3053, pruned_loss=0.06494, over 1696635.92 frames. utt_duration=1303 frames, utt_pad_proportion=0.03788, over 5213.88 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3126, pruned_loss=0.07763, over 2472191.29 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06077, over 16736.05 utterances.], batch size: 105, lr: 5.48e-04
2022-08-23 08:14:11,448 INFO [train.py:927] (0/8) Epoch 6, batch 2300, giga_loss[loss=0.2273, simple_loss=0.2999, pruned_loss=0.07732, over 12444.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3114, pruned_loss=0.07579, over 2471368.24 frames. utt_duration=646.6 frames, utt_pad_proportion=0.05568, over 15324.01 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3045, pruned_loss=0.06479, over 1719271.05 frames. utt_duration=1312 frames, utt_pad_proportion=0.03679, over 5246.11 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3122, pruned_loss=0.07711, over 2472132.12 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05722, over 16418.45 utterances.], batch size: 105, lr: 5.48e-04
2022-08-23 08:15:56,197 INFO [train.py:927] (0/8) Epoch 6, batch 2350, giga_loss[loss=0.186, simple_loss=0.2683, pruned_loss=0.05186, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3095, pruned_loss=0.07523, over 2472202.54 frames. utt_duration=635.6 frames, utt_pad_proportion=0.06036, over 15595.51 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3044, pruned_loss=0.06481, over 1726860.51 frames. utt_duration=1313 frames, utt_pad_proportion=0.03643, over 5266.57 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3103, pruned_loss=0.07635, over 2472732.11 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06145, over 16520.45 utterances.], batch size: 70, lr: 5.48e-04
2022-08-23 08:17:39,334 INFO [train.py:927] (0/8) Epoch 6, batch 2400, giga_loss[loss=0.2293, simple_loss=0.3121, pruned_loss=0.07323, over 12422.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.07493, over 2472178.40 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06038, over 15929.96 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06476, over 1748480.75 frames. utt_duration=1319 frames, utt_pad_proportion=0.03531, over 5307.04 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3096, pruned_loss=0.07613, over 2473028.25 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06175, over 16908.29 utterances.], batch size: 161, lr: 5.48e-04
2022-08-23 08:19:23,071 INFO [train.py:927] (0/8) Epoch 6, batch 2450, giga_loss[loss=0.2483, simple_loss=0.3123, pruned_loss=0.09215, over 12354.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3058, pruned_loss=0.07362, over 2472581.90 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06888, over 16928.66 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06474, over 1755710.66 frames. utt_duration=1316 frames, utt_pad_proportion=0.03518, over 5340.87 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3066, pruned_loss=0.07466, over 2473242.75 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0697, over 17772.99 utterances.], batch size: 367, lr: 5.48e-04
2022-08-23 08:21:03,604 INFO [train.py:927] (0/8) Epoch 6, batch 2500, giga_loss[loss=0.1937, simple_loss=0.2877, pruned_loss=0.04981, over 12250.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.029, over 54.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3008, pruned_loss=0.07118, over 2473271.32 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06634, over 16355.04 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3039, pruned_loss=0.06465, over 1766466.55 frames. utt_duration=1317 frames, utt_pad_proportion=0.03481, over 5372.62 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3015, pruned_loss=0.07216, over 2473752.10 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06743, over 17149.20 utterances.], batch size: 54, lr: 5.48e-04
2022-08-23 08:22:20,504 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-134000.pt
2022-08-23 08:22:55,915 INFO [train.py:927] (0/8) Epoch 6, batch 2550, giga_loss[loss=0.2177, simple_loss=0.3055, pruned_loss=0.06491, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03059, over 80.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3024, pruned_loss=0.07286, over 2474447.90 frames. utt_duration=561 frames, utt_pad_proportion=0.06871, over 17689.61 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3047, pruned_loss=0.0648, over 1780458.77 frames. utt_duration=1314 frames, utt_pad_proportion=0.03451, over 5425.86 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.07366, over 2474863.57 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06976, over 18488.10 utterances.], batch size: 80, lr: 5.48e-04
2022-08-23 08:24:38,592 INFO [train.py:927] (0/8) Epoch 6, batch 2600, giga_loss[loss=0.266, simple_loss=0.3446, pruned_loss=0.09367, over 12347.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3037, pruned_loss=0.07304, over 2474324.90 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06539, over 17465.51 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3046, pruned_loss=0.06502, over 1807408.57 frames. utt_duration=1317 frames, utt_pad_proportion=0.03337, over 5494.41 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3037, pruned_loss=0.07384, over 2474971.86 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06716, over 18495.05 utterances.], batch size: 51, lr: 5.48e-04
2022-08-23 08:26:21,103 INFO [train.py:927] (0/8) Epoch 6, batch 2650, giga_loss[loss=0.2009, simple_loss=0.2831, pruned_loss=0.05932, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04053, over 37.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3038, pruned_loss=0.07235, over 2474334.84 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06387, over 17485.73 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3047, pruned_loss=0.06523, over 1820500.11 frames. utt_duration=1310 frames, utt_pad_proportion=0.03427, over 5563.22 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3037, pruned_loss=0.07299, over 2474978.15 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06534, over 18455.62 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:28:04,800 INFO [train.py:927] (0/8) Epoch 6, batch 2700, giga_loss[loss=0.2122, simple_loss=0.2918, pruned_loss=0.06632, over 12129.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04198, over 33.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3031, pruned_loss=0.07127, over 2474786.88 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05946, over 17836.20 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3047, pruned_loss=0.06518, over 1823865.61 frames. utt_duration=1311 frames, utt_pad_proportion=0.03409, over 5572.40 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.303, pruned_loss=0.07183, over 2475208.79 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06088, over 18639.67 utterances.], batch size: 33, lr: 5.48e-04
2022-08-23 08:29:47,433 INFO [train.py:927] (0/8) Epoch 6, batch 2750, giga_loss[loss=0.1994, simple_loss=0.2804, pruned_loss=0.05917, over 12350.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04463, over 26.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07159, over 2474807.56 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0589, over 18195.27 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3053, pruned_loss=0.06527, over 1830191.09 frames. utt_duration=1313 frames, utt_pad_proportion=0.03378, over 5581.68 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3035, pruned_loss=0.07201, over 2475283.11 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06018, over 18926.33 utterances.], batch size: 26, lr: 5.47e-04
2022-08-23 08:31:28,394 INFO [train.py:927] (0/8) Epoch 6, batch 2800, giga_loss[loss=0.2334, simple_loss=0.3181, pruned_loss=0.07441, over 12367.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3066, pruned_loss=0.07273, over 2474251.16 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05888, over 18166.48 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3059, pruned_loss=0.06563, over 1849071.80 frames. utt_duration=1317 frames, utt_pad_proportion=0.03297, over 5622.62 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3058, pruned_loss=0.07302, over 2474822.76 frames. utt_duration=521 frames, utt_pad_proportion=0.06035, over 19056.69 utterances.], batch size: 145, lr: 5.47e-04
2022-08-23 08:33:11,350 INFO [train.py:927] (0/8) Epoch 6, batch 2850, giga_loss[loss=0.2331, simple_loss=0.3238, pruned_loss=0.07123, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3078, pruned_loss=0.07282, over 2474428.83 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05547, over 18050.66 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3062, pruned_loss=0.06586, over 1855241.09 frames. utt_duration=1317 frames, utt_pad_proportion=0.03266, over 5639.37 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07295, over 2474939.29 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05695, over 18852.67 utterances.], batch size: 75, lr: 5.47e-04
2022-08-23 08:34:55,733 INFO [train.py:927] (0/8) Epoch 6, batch 2900, giga_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.06836, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.07302, over 2474267.29 frames. utt_duration=548 frames, utt_pad_proportion=0.05632, over 18111.15 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3061, pruned_loss=0.06581, over 1858258.88 frames. utt_duration=1319 frames, utt_pad_proportion=0.03251, over 5643.17 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.07318, over 2474739.23 frames. utt_duration=528.3 frames, utt_pad_proportion=0.05752, over 18791.77 utterances.], batch size: 161, lr: 5.47e-04
2022-08-23 08:36:36,508 INFO [train.py:927] (0/8) Epoch 6, batch 2950, giga_loss[loss=0.2505, simple_loss=0.3184, pruned_loss=0.0913, over 12344.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3063, pruned_loss=0.07257, over 2474388.36 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05709, over 17766.80 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3061, pruned_loss=0.06589, over 1870761.10 frames. utt_duration=1316 frames, utt_pad_proportion=0.03317, over 5694.16 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3059, pruned_loss=0.07276, over 2474528.14 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05798, over 18472.38 utterances.], batch size: 362, lr: 5.47e-04
2022-08-23 08:38:15,351 INFO [train.py:927] (0/8) Epoch 6, batch 3000, giga_loss[loss=0.2017, simple_loss=0.285, pruned_loss=0.05926, over 12356.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02946, over 66.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3041, pruned_loss=0.07154, over 2473747.24 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06072, over 17485.13 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3062, pruned_loss=0.06591, over 1891576.67 frames. utt_duration=1320 frames, utt_pad_proportion=0.03283, over 5739.11 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3036, pruned_loss=0.07188, over 2473839.44 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06169, over 18378.52 utterances.], batch size: 66, lr: 5.47e-04
2022-08-23 08:38:15,358 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (0/8) 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 08:40:07,712 INFO [train.py:927] (0/8) Epoch 6, batch 3050, giga_loss[loss=0.2394, simple_loss=0.3303, pruned_loss=0.07421, over 12371.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07108, over 2473789.54 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05782, over 17732.50 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3063, pruned_loss=0.06606, over 1905673.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.03346, over 5797.79 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3048, pruned_loss=0.07137, over 2474142.38 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05882, over 18657.81 utterances.], batch size: 133, lr: 5.47e-04
2022-08-23 08:41:48,239 INFO [train.py:927] (0/8) Epoch 6, batch 3100, giga_loss[loss=0.2049, simple_loss=0.289, pruned_loss=0.06033, over 12381.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03016, over 51.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3055, pruned_loss=0.07163, over 2474624.54 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05779, over 18208.92 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3063, pruned_loss=0.06606, over 1905673.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.03346, over 5797.79 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3052, pruned_loss=0.07185, over 2474899.15 frames. utt_duration=524.5 frames, utt_pad_proportion=0.05856, over 18929.10 utterances.], batch size: 51, lr: 5.47e-04
2022-08-23 08:43:26,759 INFO [train.py:927] (0/8) Epoch 6, batch 3150, giga_loss[loss=0.2366, simple_loss=0.3087, pruned_loss=0.08224, over 12426.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06152, over 183.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3023, pruned_loss=0.07071, over 2473964.02 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05766, over 17588.70 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06625, over 1932390.02 frames. utt_duration=1313 frames, utt_pad_proportion=0.03774, over 5892.99 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3021, pruned_loss=0.071, over 2475188.60 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05755, over 18643.58 utterances.], batch size: 183, lr: 5.47e-04
2022-08-23 08:45:03,983 INFO [train.py:927] (0/8) Epoch 6, batch 3200, giga_loss[loss=0.2221, simple_loss=0.3071, pruned_loss=0.06851, over 12383.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3, pruned_loss=0.07003, over 2474359.01 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05438, over 17345.69 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3062, pruned_loss=0.06633, over 1940210.23 frames. utt_duration=1314 frames, utt_pad_proportion=0.03722, over 5913.46 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2996, pruned_loss=0.07026, over 2475563.38 frames. utt_duration=542.3 frames, utt_pad_proportion=0.0547, over 18311.39 utterances.], batch size: 122, lr: 5.47e-04
2022-08-23 08:46:48,931 INFO [train.py:927] (0/8) Epoch 6, batch 3250, giga_loss[loss=0.2123, simple_loss=0.2953, pruned_loss=0.06463, over 12413.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04286, over 146.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2985, pruned_loss=0.06999, over 2474665.45 frames. utt_duration=574.9 frames, utt_pad_proportion=0.0529, over 17262.70 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3062, pruned_loss=0.06654, over 1961074.65 frames. utt_duration=1312 frames, utt_pad_proportion=0.03708, over 5986.86 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.07017, over 2475753.90 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05357, over 18395.83 utterances.], batch size: 146, lr: 5.46e-04
2022-08-23 08:48:29,724 INFO [train.py:927] (0/8) Epoch 6, batch 3300, giga_loss[loss=0.1918, simple_loss=0.2795, pruned_loss=0.05207, over 12283.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0287, over 45.00 utterances.], tot_loss[loss=0.216, simple_loss=0.295, pruned_loss=0.06854, over 2474949.92 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05614, over 17875.14 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06641, over 1966374.65 frames. utt_duration=1313 frames, utt_pad_proportion=0.03679, over 5995.94 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2947, pruned_loss=0.06879, over 2475659.03 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05661, over 18851.25 utterances.], batch size: 45, lr: 5.46e-04
2022-08-23 08:50:10,149 INFO [train.py:927] (0/8) Epoch 6, batch 3350, giga_loss[loss=0.2162, simple_loss=0.3005, pruned_loss=0.06594, over 12388.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03568, over 80.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2976, pruned_loss=0.06921, over 2475138.10 frames. utt_duration=561 frames, utt_pad_proportion=0.05712, over 17694.20 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3075, pruned_loss=0.06665, over 1981421.72 frames. utt_duration=1310 frames, utt_pad_proportion=0.03706, over 6056.49 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.296, pruned_loss=0.06928, over 2475722.20 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05761, over 18750.56 utterances.], batch size: 80, lr: 5.46e-04
2022-08-23 08:51:48,987 INFO [train.py:927] (0/8) Epoch 6, batch 3400, giga_loss[loss=0.2078, simple_loss=0.3011, pruned_loss=0.05722, over 12309.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02953, over 74.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3001, pruned_loss=0.06991, over 2474342.05 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05641, over 17495.62 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06655, over 1993128.99 frames. utt_duration=1315 frames, utt_pad_proportion=0.03661, over 6071.03 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2988, pruned_loss=0.0701, over 2475252.10 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05714, over 18583.99 utterances.], batch size: 74, lr: 5.46e-04
2022-08-23 08:53:29,232 INFO [train.py:927] (0/8) Epoch 6, batch 3450, giga_loss[loss=0.2301, simple_loss=0.3086, pruned_loss=0.07578, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3018, pruned_loss=0.07118, over 2474018.39 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05873, over 17403.66 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3066, pruned_loss=0.06639, over 2002403.02 frames. utt_duration=1319 frames, utt_pad_proportion=0.03605, over 6080.61 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3011, pruned_loss=0.07149, over 2474978.10 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05949, over 18459.60 utterances.], batch size: 105, lr: 5.46e-04
2022-08-23 08:55:14,335 INFO [train.py:927] (0/8) Epoch 6, batch 3500, libri_loss[loss=0.2294, simple_loss=0.3022, pruned_loss=0.07827, over 12349.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005872, over 33.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3063, pruned_loss=0.0746, over 2473588.84 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05763, over 17347.92 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06644, over 2015906.02 frames. utt_duration=1324 frames, utt_pad_proportion=0.03516, over 6098.04 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.306, pruned_loss=0.07502, over 2474798.00 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05881, over 18499.94 utterances.], batch size: 33, lr: 5.46e-04
2022-08-23 08:56:56,631 INFO [train.py:927] (0/8) Epoch 6, batch 3550, giga_loss[loss=0.2436, simple_loss=0.3288, pruned_loss=0.07923, over 12285.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02381, over 54.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07975, over 2473976.87 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05752, over 18261.89 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3063, pruned_loss=0.06669, over 2024802.34 frames. utt_duration=1324 frames, utt_pad_proportion=0.03468, over 6122.88 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.314, pruned_loss=0.08008, over 2475101.81 frames. utt_duration=513 frames, utt_pad_proportion=0.05871, over 19357.13 utterances.], batch size: 54, lr: 5.46e-04
2022-08-23 08:58:39,833 INFO [train.py:927] (0/8) Epoch 6, batch 3600, giga_loss[loss=0.3459, simple_loss=0.3858, pruned_loss=0.153, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3244, pruned_loss=0.08838, over 2474255.33 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05755, over 18474.14 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3071, pruned_loss=0.06718, over 2033356.73 frames. utt_duration=1327 frames, utt_pad_proportion=0.03411, over 6137.24 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08856, over 2475490.67 frames. utt_duration=507.9 frames, utt_pad_proportion=0.05878, over 19552.30 utterances.], batch size: 146, lr: 5.46e-04
2022-08-23 09:00:23,707 INFO [train.py:927] (0/8) Epoch 6, batch 3650, giga_loss[loss=0.273, simple_loss=0.345, pruned_loss=0.1005, over 12437.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04167, over 114.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3344, pruned_loss=0.09793, over 2474189.13 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06904, over 20167.93 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3069, pruned_loss=0.06729, over 2041656.30 frames. utt_duration=1332 frames, utt_pad_proportion=0.03358, over 6139.46 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3345, pruned_loss=0.09851, over 2475588.12 frames. utt_duration=467 frames, utt_pad_proportion=0.06974, over 21272.20 utterances.], batch size: 114, lr: 5.46e-04
2022-08-23 09:02:11,070 INFO [train.py:927] (0/8) Epoch 6, batch 3700, giga_loss[loss=0.2938, simple_loss=0.3545, pruned_loss=0.1166, over 12377.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03048, over 97.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3394, pruned_loss=0.1033, over 2474028.46 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07392, over 20934.60 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3067, pruned_loss=0.06722, over 2049716.86 frames. utt_duration=1335 frames, utt_pad_proportion=0.03317, over 6146.59 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3402, pruned_loss=0.1045, over 2475630.18 frames. utt_duration=450 frames, utt_pad_proportion=0.07455, over 22076.79 utterances.], batch size: 97, lr: 5.46e-04
2022-08-23 09:03:56,233 INFO [train.py:927] (0/8) Epoch 6, batch 3750, giga_loss[loss=0.2633, simple_loss=0.3271, pruned_loss=0.09977, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04179, over 31.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3439, pruned_loss=0.1078, over 2474110.51 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08037, over 21804.97 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.0674, over 2064009.52 frames. utt_duration=1340 frames, utt_pad_proportion=0.03237, over 6169.15 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3456, pruned_loss=0.1098, over 2475703.08 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08115, over 23197.70 utterances.], batch size: 31, lr: 5.45e-04
2022-08-23 09:05:39,545 INFO [train.py:927] (0/8) Epoch 6, batch 3800, giga_loss[loss=0.4098, simple_loss=0.4306, pruned_loss=0.1946, over 12377.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3437, pruned_loss=0.1084, over 2473899.75 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08054, over 21937.57 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.0674, over 2077783.99 frames. utt_duration=1336 frames, utt_pad_proportion=0.03297, over 6226.50 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3464, pruned_loss=0.1113, over 2475529.72 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08152, over 23514.53 utterances.], batch size: 258, lr: 5.45e-04
2022-08-23 09:07:19,451 INFO [train.py:927] (0/8) Epoch 6, batch 3850, giga_loss[loss=0.2697, simple_loss=0.343, pruned_loss=0.09816, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03261, over 62.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3436, pruned_loss=0.1076, over 2474046.89 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08264, over 22034.29 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3059, pruned_loss=0.06704, over 2095244.99 frames. utt_duration=1344 frames, utt_pad_proportion=0.03177, over 6241.80 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3479, pruned_loss=0.112, over 2475397.87 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08415, over 23958.74 utterances.], batch size: 62, lr: 5.45e-04
2022-08-23 09:09:04,981 INFO [train.py:927] (0/8) Epoch 6, batch 3900, libri_loss[loss=0.2487, simple_loss=0.3308, pruned_loss=0.08332, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006647, over 34.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3442, pruned_loss=0.107, over 2474087.01 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08084, over 22215.50 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3057, pruned_loss=0.06714, over 2102552.75 frames. utt_duration=1348 frames, utt_pad_proportion=0.03128, over 6246.94 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3486, pruned_loss=0.1112, over 2475370.37 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08254, over 24051.84 utterances.], batch size: 34, lr: 5.45e-04
2022-08-23 09:10:50,336 INFO [train.py:927] (0/8) Epoch 6, batch 3950, giga_loss[loss=0.2416, simple_loss=0.3204, pruned_loss=0.08136, over 12375.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.342, pruned_loss=0.1032, over 2474151.54 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07709, over 21438.01 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3064, pruned_loss=0.06765, over 2113752.79 frames. utt_duration=1344 frames, utt_pad_proportion=0.03098, over 6299.83 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.346, pruned_loss=0.1072, over 2475014.46 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07932, over 23291.60 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:12:33,824 INFO [train.py:927] (0/8) Epoch 6, batch 4000, giga_loss[loss=0.2378, simple_loss=0.3032, pruned_loss=0.08619, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0229, over 48.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3382, pruned_loss=0.09995, over 2474243.24 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07939, over 21446.40 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.306, pruned_loss=0.06762, over 2128021.27 frames. utt_duration=1346 frames, utt_pad_proportion=0.03021, over 6333.30 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3429, pruned_loss=0.1044, over 2474839.25 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08171, over 23464.31 utterances.], batch size: 48, lr: 5.45e-04
2022-08-23 09:14:14,859 INFO [train.py:927] (0/8) Epoch 6, batch 4050, giga_loss[loss=0.2296, simple_loss=0.3143, pruned_loss=0.07243, over 12362.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3355, pruned_loss=0.09739, over 2474747.33 frames. utt_duration=477 frames, utt_pad_proportion=0.07655, over 20817.96 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3066, pruned_loss=0.06778, over 2135117.95 frames. utt_duration=1342 frames, utt_pad_proportion=0.02994, over 6372.27 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3394, pruned_loss=0.1013, over 2475035.05 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07904, over 22638.42 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:16:03,881 INFO [train.py:927] (0/8) Epoch 6, batch 4100, giga_loss[loss=0.2538, simple_loss=0.3275, pruned_loss=0.09003, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03496, over 105.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3347, pruned_loss=0.0963, over 2474420.33 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07517, over 20477.08 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3075, pruned_loss=0.06794, over 2143408.66 frames. utt_duration=1337 frames, utt_pad_proportion=0.03052, over 6418.81 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3377, pruned_loss=0.1, over 2474771.44 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07751, over 22213.62 utterances.], batch size: 105, lr: 5.45e-04
2022-08-23 09:17:53,870 INFO [train.py:927] (0/8) Epoch 6, batch 4150, giga_loss[loss=0.2857, simple_loss=0.3633, pruned_loss=0.1041, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03466, over 123.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3346, pruned_loss=0.0937, over 2474433.61 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07221, over 20631.62 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3083, pruned_loss=0.06796, over 2148070.23 frames. utt_duration=1341 frames, utt_pad_proportion=0.03019, over 6412.58 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3367, pruned_loss=0.09697, over 2474975.36 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07449, over 22189.50 utterances.], batch size: 123, lr: 5.45e-04
2022-08-23 09:19:40,664 INFO [train.py:927] (0/8) Epoch 6, batch 4200, giga_loss[loss=0.2797, simple_loss=0.3448, pruned_loss=0.1073, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.0466, over 146.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3345, pruned_loss=0.09316, over 2474224.30 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0698, over 20389.90 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3084, pruned_loss=0.06802, over 2154126.99 frames. utt_duration=1341 frames, utt_pad_proportion=0.03014, over 6433.20 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3366, pruned_loss=0.09614, over 2475054.14 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07205, over 21861.10 utterances.], batch size: 146, lr: 5.45e-04
2022-08-23 09:21:27,292 INFO [train.py:927] (0/8) Epoch 6, batch 4250, giga_loss[loss=0.311, simple_loss=0.3646, pruned_loss=0.1287, over 12410.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3312, pruned_loss=0.09164, over 2473565.76 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06965, over 20043.62 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.308, pruned_loss=0.06796, over 2164646.20 frames. utt_duration=1331 frames, utt_pad_proportion=0.0349, over 6510.49 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.334, pruned_loss=0.09485, over 2474698.37 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07072, over 21592.01 utterances.], batch size: 161, lr: 5.44e-04
2022-08-23 09:23:13,354 INFO [train.py:927] (0/8) Epoch 6, batch 4300, giga_loss[loss=0.2814, simple_loss=0.3442, pruned_loss=0.1093, over 12372.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07075, over 211.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09163, over 2473375.18 frames. utt_duration=481 frames, utt_pad_proportion=0.07206, over 20631.31 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3077, pruned_loss=0.06791, over 2170576.43 frames. utt_duration=1335 frames, utt_pad_proportion=0.03438, over 6509.28 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3326, pruned_loss=0.09467, over 2474453.57 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07309, over 22119.88 utterances.], batch size: 211, lr: 5.44e-04
2022-08-23 09:25:01,414 INFO [train.py:927] (0/8) Epoch 6, batch 4350, giga_loss[loss=0.2588, simple_loss=0.3352, pruned_loss=0.09124, over 12261.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02807, over 54.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3286, pruned_loss=0.09005, over 2473642.13 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07366, over 20885.81 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3073, pruned_loss=0.06776, over 2176398.84 frames. utt_duration=1339 frames, utt_pad_proportion=0.03385, over 6507.14 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3315, pruned_loss=0.09296, over 2474657.02 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07468, over 22309.47 utterances.], batch size: 54, lr: 5.44e-04
2022-08-23 09:26:48,931 INFO [train.py:927] (0/8) Epoch 6, batch 4400, giga_loss[loss=0.2268, simple_loss=0.3091, pruned_loss=0.07229, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.02857, over 58.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08896, over 2473859.86 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07343, over 20361.74 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06787, over 2183469.06 frames. utt_duration=1340 frames, utt_pad_proportion=0.03323, over 6527.16 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09169, over 2474957.53 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07475, over 21801.18 utterances.], batch size: 58, lr: 5.44e-04
2022-08-23 09:28:33,798 INFO [train.py:927] (0/8) Epoch 6, batch 4450, libri_loss[loss=0.1917, simple_loss=0.2709, pruned_loss=0.05626, over 12489.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007385, over 29.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3247, pruned_loss=0.08808, over 2473691.96 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07483, over 20284.79 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3071, pruned_loss=0.06775, over 2193157.49 frames. utt_duration=1346 frames, utt_pad_proportion=0.03233, over 6525.60 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3278, pruned_loss=0.09109, over 2474879.07 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07651, over 21918.71 utterances.], batch size: 29, lr: 5.44e-04
2022-08-23 09:30:19,756 INFO [train.py:927] (0/8) Epoch 6, batch 4500, giga_loss[loss=0.2452, simple_loss=0.3107, pruned_loss=0.08987, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04062, over 113.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08729, over 2474066.55 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06836, over 19589.64 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06788, over 2198485.41 frames. utt_duration=1342 frames, utt_pad_proportion=0.03219, over 6558.75 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08994, over 2475234.71 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07049, over 21092.10 utterances.], batch size: 113, lr: 5.44e-04
2022-08-23 09:31:37,173 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-136000.pt
2022-08-23 09:32:10,761 INFO [train.py:927] (0/8) Epoch 6, batch 4550, giga_loss[loss=0.2639, simple_loss=0.3347, pruned_loss=0.09657, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3235, pruned_loss=0.08783, over 2474116.55 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06554, over 19608.38 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3081, pruned_loss=0.06786, over 2203756.04 frames. utt_duration=1343 frames, utt_pad_proportion=0.03169, over 6571.47 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.09031, over 2475210.85 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06777, over 21027.69 utterances.], batch size: 42, lr: 5.44e-04
2022-08-23 09:33:53,948 INFO [train.py:927] (0/8) Epoch 6, batch 4600, giga_loss[loss=0.2344, simple_loss=0.3195, pruned_loss=0.07464, over 12375.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3233, pruned_loss=0.08687, over 2474055.19 frames. utt_duration=507 frames, utt_pad_proportion=0.06743, over 19575.81 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3082, pruned_loss=0.06766, over 2212616.06 frames. utt_duration=1333 frames, utt_pad_proportion=0.03614, over 6646.61 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3251, pruned_loss=0.08963, over 2475352.30 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06839, over 21056.33 utterances.], batch size: 62, lr: 5.44e-04
2022-08-23 09:35:38,478 INFO [train.py:927] (0/8) Epoch 6, batch 4650, giga_loss[loss=0.2258, simple_loss=0.2994, pruned_loss=0.07613, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04492, over 34.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.324, pruned_loss=0.08682, over 2474358.39 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07205, over 19903.02 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3089, pruned_loss=0.0678, over 2220079.04 frames. utt_duration=1321 frames, utt_pad_proportion=0.04031, over 6730.82 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3253, pruned_loss=0.08945, over 2475673.79 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07172, over 21370.77 utterances.], batch size: 34, lr: 5.44e-04
2022-08-23 09:37:27,200 INFO [train.py:927] (0/8) Epoch 6, batch 4700, giga_loss[loss=0.2693, simple_loss=0.3329, pruned_loss=0.1029, over 12427.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03134, over 80.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3257, pruned_loss=0.08902, over 2474652.01 frames. utt_duration=484 frames, utt_pad_proportion=0.07655, over 20515.04 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3091, pruned_loss=0.06798, over 2224809.56 frames. utt_duration=1307 frames, utt_pad_proportion=0.045, over 6817.02 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3269, pruned_loss=0.0913, over 2475982.72 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07516, over 21840.24 utterances.], batch size: 80, lr: 5.44e-04
2022-08-23 09:39:09,183 INFO [train.py:927] (0/8) Epoch 6, batch 4750, giga_loss[loss=0.2498, simple_loss=0.3213, pruned_loss=0.08915, over 12375.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03022, over 62.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09099, over 2474323.92 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07536, over 20707.31 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3088, pruned_loss=0.06803, over 2230785.42 frames. utt_duration=1310 frames, utt_pad_proportion=0.04414, over 6818.48 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3283, pruned_loss=0.09329, over 2475589.72 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07481, over 22084.74 utterances.], batch size: 62, lr: 5.43e-04
2022-08-23 09:40:53,392 INFO [train.py:927] (0/8) Epoch 6, batch 4800, giga_loss[loss=0.2833, simple_loss=0.3502, pruned_loss=0.1082, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0333, over 39.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.327, pruned_loss=0.09222, over 2474073.03 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07255, over 20648.82 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3085, pruned_loss=0.06802, over 2237939.86 frames. utt_duration=1314 frames, utt_pad_proportion=0.04309, over 6821.74 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3291, pruned_loss=0.09473, over 2475121.10 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07285, over 22133.44 utterances.], batch size: 39, lr: 5.43e-04
2022-08-23 09:42:34,735 INFO [train.py:927] (0/8) Epoch 6, batch 4850, giga_loss[loss=0.2982, simple_loss=0.3586, pruned_loss=0.119, over 12336.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.185, over 362.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3261, pruned_loss=0.09095, over 2473808.89 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07134, over 20491.30 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3084, pruned_loss=0.06806, over 2244515.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04744, over 6901.79 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3283, pruned_loss=0.09355, over 2475024.20 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0708, over 21968.70 utterances.], batch size: 362, lr: 5.43e-04
2022-08-23 09:44:17,203 INFO [train.py:927] (0/8) Epoch 6, batch 4900, giga_loss[loss=0.2394, simple_loss=0.3088, pruned_loss=0.085, over 12376.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.0353, over 80.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3239, pruned_loss=0.089, over 2472859.26 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07744, over 20588.58 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3084, pruned_loss=0.06805, over 2251235.18 frames. utt_duration=1301 frames, utt_pad_proportion=0.04687, over 6930.29 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3261, pruned_loss=0.09167, over 2473902.30 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07702, over 22105.57 utterances.], batch size: 80, lr: 5.43e-04
2022-08-23 09:46:06,054 INFO [train.py:927] (0/8) Epoch 6, batch 4950, giga_loss[loss=0.2377, simple_loss=0.3103, pruned_loss=0.0825, over 12305.00 frames. utt_duration=1449 frames, utt_pad_proportion=0.05187, over 34.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3225, pruned_loss=0.08863, over 2473584.99 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07654, over 20748.62 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3083, pruned_loss=0.06806, over 2253405.96 frames. utt_duration=1302 frames, utt_pad_proportion=0.04648, over 6929.01 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3244, pruned_loss=0.0909, over 2474443.01 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07643, over 22060.99 utterances.], batch size: 34, lr: 5.43e-04
2022-08-23 09:47:53,501 INFO [train.py:927] (0/8) Epoch 6, batch 5000, giga_loss[loss=0.3137, simple_loss=0.3758, pruned_loss=0.1258, over 12339.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 97.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.0903, over 2473816.44 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07634, over 20923.71 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3082, pruned_loss=0.06806, over 2258466.49 frames. utt_duration=1304 frames, utt_pad_proportion=0.04601, over 6935.84 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09262, over 2474876.36 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07663, over 22290.44 utterances.], batch size: 97, lr: 5.43e-04
2022-08-23 09:49:39,676 INFO [train.py:927] (0/8) Epoch 6, batch 5050, giga_loss[loss=0.2678, simple_loss=0.3365, pruned_loss=0.0995, over 12405.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03896, over 105.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3304, pruned_loss=0.09261, over 2474071.22 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07537, over 20695.02 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3076, pruned_loss=0.06793, over 2263785.75 frames. utt_duration=1311 frames, utt_pad_proportion=0.04516, over 6917.60 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3331, pruned_loss=0.09513, over 2474941.40 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07613, over 22129.69 utterances.], batch size: 105, lr: 5.43e-04
2022-08-23 09:51:20,522 INFO [train.py:927] (0/8) Epoch 6, batch 5100, giga_loss[loss=0.3199, simple_loss=0.3607, pruned_loss=0.1395, over 12336.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2111, over 372.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3324, pruned_loss=0.09456, over 2474191.70 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07332, over 20569.85 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3068, pruned_loss=0.06766, over 2271667.51 frames. utt_duration=1314 frames, utt_pad_proportion=0.04437, over 6921.94 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3362, pruned_loss=0.0978, over 2475255.47 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07458, over 22233.22 utterances.], batch size: 372, lr: 5.43e-04
2022-08-23 09:53:04,519 INFO [train.py:927] (0/8) Epoch 6, batch 5150, giga_loss[loss=0.2329, simple_loss=0.3117, pruned_loss=0.07709, over 12336.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02469, over 45.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3319, pruned_loss=0.09481, over 2473640.21 frames. utt_duration=482.9 frames, utt_pad_proportion=0.0737, over 20553.27 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3066, pruned_loss=0.06773, over 2277206.43 frames. utt_duration=1317 frames, utt_pad_proportion=0.04377, over 6923.19 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3357, pruned_loss=0.09804, over 2474882.74 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07507, over 22236.65 utterances.], batch size: 45, lr: 5.43e-04
2022-08-23 09:54:47,095 INFO [train.py:927] (0/8) Epoch 6, batch 5200, giga_loss[loss=0.2334, simple_loss=0.308, pruned_loss=0.07938, over 12375.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.33, pruned_loss=0.09347, over 2473959.08 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07809, over 20948.61 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3075, pruned_loss=0.06773, over 2280990.91 frames. utt_duration=1319 frames, utt_pad_proportion=0.04304, over 6923.74 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3326, pruned_loss=0.0965, over 2475069.48 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07922, over 22521.59 utterances.], batch size: 122, lr: 5.43e-04
2022-08-23 09:56:30,244 INFO [train.py:927] (0/8) Epoch 6, batch 5250, libri_loss[loss=0.212, simple_loss=0.3009, pruned_loss=0.06155, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006069, over 33.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3294, pruned_loss=0.09308, over 2474140.78 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07847, over 20820.69 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3075, pruned_loss=0.06752, over 2287354.86 frames. utt_duration=1324 frames, utt_pad_proportion=0.04196, over 6917.53 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3322, pruned_loss=0.09648, over 2475305.92 frames. utt_duration=441 frames, utt_pad_proportion=0.07998, over 22524.39 utterances.], batch size: 33, lr: 5.42e-04
2022-08-23 09:58:14,355 INFO [train.py:927] (0/8) Epoch 6, batch 5300, giga_loss[loss=0.296, simple_loss=0.3531, pruned_loss=0.1195, over 12360.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3283, pruned_loss=0.09324, over 2474034.16 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07953, over 21417.16 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3068, pruned_loss=0.06722, over 2291683.47 frames. utt_duration=1324 frames, utt_pad_proportion=0.04244, over 6933.85 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3316, pruned_loss=0.09685, over 2475247.13 frames. utt_duration=429.9 frames, utt_pad_proportion=0.0808, over 23107.43 utterances.], batch size: 259, lr: 5.42e-04
2022-08-23 09:59:58,836 INFO [train.py:927] (0/8) Epoch 6, batch 5350, giga_loss[loss=0.2446, simple_loss=0.328, pruned_loss=0.08065, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03205, over 98.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3288, pruned_loss=0.09332, over 2474506.82 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07536, over 21709.04 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3068, pruned_loss=0.0672, over 2292613.05 frames. utt_duration=1323 frames, utt_pad_proportion=0.04225, over 6937.18 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3315, pruned_loss=0.09626, over 2475441.73 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0767, over 23087.68 utterances.], batch size: 98, lr: 5.42e-04
2022-08-23 10:01:44,706 INFO [train.py:927] (0/8) Epoch 6, batch 5400, giga_loss[loss=0.2265, simple_loss=0.3044, pruned_loss=0.07433, over 12481.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02879, over 55.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3297, pruned_loss=0.09407, over 2474508.24 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07383, over 21386.43 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06736, over 2296006.44 frames. utt_duration=1328 frames, utt_pad_proportion=0.04165, over 6925.43 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3323, pruned_loss=0.09676, over 2475452.37 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07531, over 22753.67 utterances.], batch size: 55, lr: 5.42e-04
2022-08-23 10:03:30,590 INFO [train.py:927] (0/8) Epoch 6, batch 5450, giga_loss[loss=0.2286, simple_loss=0.3219, pruned_loss=0.06765, over 12357.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03249, over 51.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3312, pruned_loss=0.09346, over 2474546.27 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07534, over 21941.36 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3073, pruned_loss=0.06743, over 2296917.40 frames. utt_duration=1328 frames, utt_pad_proportion=0.04147, over 6924.81 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3329, pruned_loss=0.09563, over 2475267.90 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0765, over 23083.01 utterances.], batch size: 51, lr: 5.42e-04
2022-08-23 10:05:13,621 INFO [train.py:927] (0/8) Epoch 6, batch 5500, giga_loss[loss=0.2326, simple_loss=0.3284, pruned_loss=0.06834, over 12412.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3338, pruned_loss=0.09358, over 2474720.32 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07301, over 21350.72 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3076, pruned_loss=0.06753, over 2301266.39 frames. utt_duration=1330 frames, utt_pad_proportion=0.04072, over 6930.56 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3354, pruned_loss=0.09579, over 2475345.15 frames. utt_duration=440 frames, utt_pad_proportion=0.07451, over 22579.95 utterances.], batch size: 62, lr: 5.42e-04
2022-08-23 10:06:59,347 INFO [train.py:927] (0/8) Epoch 6, batch 5550, giga_loss[loss=0.291, simple_loss=0.3538, pruned_loss=0.1141, over 12426.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02332, over 48.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3356, pruned_loss=0.09482, over 2474793.84 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06782, over 20404.11 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.308, pruned_loss=0.06772, over 2303892.19 frames. utt_duration=1320 frames, utt_pad_proportion=0.04225, over 6988.49 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.337, pruned_loss=0.09677, over 2475252.15 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06904, over 21511.72 utterances.], batch size: 48, lr: 5.42e-04
2022-08-23 10:08:42,050 INFO [train.py:927] (0/8) Epoch 6, batch 5600, giga_loss[loss=0.231, simple_loss=0.3257, pruned_loss=0.06815, over 12469.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04063, over 34.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3356, pruned_loss=0.09483, over 2474557.27 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07006, over 20934.42 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3082, pruned_loss=0.06777, over 2305688.59 frames. utt_duration=1320 frames, utt_pad_proportion=0.04192, over 6996.58 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3367, pruned_loss=0.09658, over 2474836.51 frames. utt_duration=453 frames, utt_pad_proportion=0.07109, over 21923.40 utterances.], batch size: 34, lr: 5.42e-04
2022-08-23 10:10:27,089 INFO [train.py:927] (0/8) Epoch 6, batch 5650, libri_loss[loss=0.248, simple_loss=0.3393, pruned_loss=0.07835, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00565, over 35.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3345, pruned_loss=0.09249, over 2474211.85 frames. utt_duration=489.9 frames, utt_pad_proportion=0.0675, over 20261.15 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3084, pruned_loss=0.06775, over 2310539.76 frames. utt_duration=1324 frames, utt_pad_proportion=0.04097, over 6985.76 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.336, pruned_loss=0.09462, over 2474594.00 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06894, over 21428.59 utterances.], batch size: 35, lr: 5.42e-04
2022-08-23 10:12:12,657 INFO [train.py:927] (0/8) Epoch 6, batch 5700, giga_loss[loss=0.334, simple_loss=0.3753, pruned_loss=0.1463, over 12370.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3342, pruned_loss=0.09251, over 2473594.26 frames. utt_duration=488 frames, utt_pad_proportion=0.07074, over 20335.85 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3079, pruned_loss=0.06766, over 2314204.63 frames. utt_duration=1322 frames, utt_pad_proportion=0.04127, over 7008.30 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3364, pruned_loss=0.09487, over 2474251.09 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07187, over 21559.51 utterances.], batch size: 258, lr: 5.42e-04
2022-08-23 10:13:57,794 INFO [train.py:927] (0/8) Epoch 6, batch 5750, libri_loss[loss=0.2305, simple_loss=0.3188, pruned_loss=0.07111, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007352, over 33.00 utterances.], tot_loss[loss=0.258, simple_loss=0.332, pruned_loss=0.09198, over 2473907.98 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06876, over 20218.69 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3076, pruned_loss=0.06745, over 2316080.02 frames. utt_duration=1326 frames, utt_pad_proportion=0.04096, over 6993.27 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3344, pruned_loss=0.09435, over 2474903.75 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06995, over 21383.75 utterances.], batch size: 33, lr: 5.41e-04
2022-08-23 10:15:43,994 INFO [train.py:927] (0/8) Epoch 6, batch 5800, giga_loss[loss=0.2399, simple_loss=0.3151, pruned_loss=0.08229, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03234, over 85.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3292, pruned_loss=0.09072, over 2472968.37 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06693, over 19593.56 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3079, pruned_loss=0.06757, over 2320933.01 frames. utt_duration=1333 frames, utt_pad_proportion=0.04011, over 6974.76 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3316, pruned_loss=0.09329, over 2474309.82 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06858, over 20966.44 utterances.], batch size: 85, lr: 5.41e-04
2022-08-23 10:17:27,679 INFO [train.py:927] (0/8) Epoch 6, batch 5850, giga_loss[loss=0.2525, simple_loss=0.3347, pruned_loss=0.08519, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3298, pruned_loss=0.09228, over 2473360.18 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06745, over 20123.42 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.0676, over 2325234.04 frames. utt_duration=1320 frames, utt_pad_proportion=0.04485, over 7054.16 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3324, pruned_loss=0.09495, over 2474637.72 frames. utt_duration=462 frames, utt_pad_proportion=0.0676, over 21494.52 utterances.], batch size: 105, lr: 5.41e-04
2022-08-23 10:19:10,310 INFO [train.py:927] (0/8) Epoch 6, batch 5900, libri_loss[loss=0.2179, simple_loss=0.2999, pruned_loss=0.06795, over 12148.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006009, over 35.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.327, pruned_loss=0.08938, over 2473465.12 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06768, over 20218.90 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.0677, over 2327219.19 frames. utt_duration=1320 frames, utt_pad_proportion=0.04433, over 7062.27 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3292, pruned_loss=0.09171, over 2474707.98 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06805, over 21473.46 utterances.], batch size: 35, lr: 5.41e-04
2022-08-23 10:20:57,487 INFO [train.py:927] (0/8) Epoch 6, batch 5950, libri_loss[loss=0.2107, simple_loss=0.3225, pruned_loss=0.04946, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01118, over 28.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.324, pruned_loss=0.08717, over 2473920.01 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06912, over 20148.78 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.308, pruned_loss=0.06749, over 2330654.66 frames. utt_duration=1310 frames, utt_pad_proportion=0.04812, over 7123.24 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08969, over 2475117.61 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06858, over 21399.18 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:22:39,060 INFO [train.py:927] (0/8) Epoch 6, batch 6000, giga_loss[loss=0.2277, simple_loss=0.3047, pruned_loss=0.07537, over 12341.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08538, over 2474397.11 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07152, over 19767.48 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3077, pruned_loss=0.0675, over 2336885.32 frames. utt_duration=1313 frames, utt_pad_proportion=0.04653, over 7126.66 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.0882, over 2475446.84 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0718, over 21319.15 utterances.], batch size: 70, lr: 5.41e-04
2022-08-23 10:22:39,068 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (0/8) Epoch 6, validation: loss=0.1892, simple_loss=0.2971, pruned_loss=0.04062, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 10:24:35,907 INFO [train.py:927] (0/8) Epoch 6, batch 6050, giga_loss[loss=0.2784, simple_loss=0.3512, pruned_loss=0.1028, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3208, pruned_loss=0.08511, over 2474912.47 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06756, over 19300.23 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3077, pruned_loss=0.06763, over 2339652.60 frames. utt_duration=1315 frames, utt_pad_proportion=0.04581, over 7124.07 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3231, pruned_loss=0.08758, over 2475726.77 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06843, over 20764.96 utterances.], batch size: 133, lr: 5.41e-04
2022-08-23 10:26:17,387 INFO [train.py:927] (0/8) Epoch 6, batch 6100, giga_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07629, over 12402.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03465, over 80.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.08569, over 2474413.46 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07993, over 20441.22 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3074, pruned_loss=0.06752, over 2345622.03 frames. utt_duration=1305 frames, utt_pad_proportion=0.04883, over 7197.47 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.324, pruned_loss=0.08858, over 2475666.32 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07929, over 22110.22 utterances.], batch size: 80, lr: 5.41e-04
2022-08-23 10:28:01,811 INFO [train.py:927] (0/8) Epoch 6, batch 6150, giga_loss[loss=0.2484, simple_loss=0.3368, pruned_loss=0.08001, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3212, pruned_loss=0.086, over 2474496.79 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07614, over 19725.34 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.0674, over 2348624.12 frames. utt_duration=1309 frames, utt_pad_proportion=0.04806, over 7182.73 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3241, pruned_loss=0.08884, over 2475679.36 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07633, over 21368.53 utterances.], batch size: 70, lr: 5.41e-04
2022-08-23 10:29:46,627 INFO [train.py:927] (0/8) Epoch 6, batch 6200, giga_loss[loss=0.2362, simple_loss=0.3167, pruned_loss=0.07786, over 12367.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3223, pruned_loss=0.08662, over 2473794.84 frames. utt_duration=503 frames, utt_pad_proportion=0.07651, over 19729.27 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3076, pruned_loss=0.06785, over 2351539.21 frames. utt_duration=1291 frames, utt_pad_proportion=0.0534, over 7294.19 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08894, over 2474916.78 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07551, over 21235.68 utterances.], batch size: 58, lr: 5.41e-04
2022-08-23 10:31:32,552 INFO [train.py:927] (0/8) Epoch 6, batch 6250, giga_loss[loss=0.2995, simple_loss=0.359, pruned_loss=0.1201, over 12426.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07608, over 213.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3246, pruned_loss=0.08838, over 2474551.71 frames. utt_duration=495 frames, utt_pad_proportion=0.07551, over 20055.07 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3078, pruned_loss=0.06786, over 2354262.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.05286, over 7319.19 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3264, pruned_loss=0.09056, over 2475180.46 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07507, over 21445.33 utterances.], batch size: 213, lr: 5.40e-04
2022-08-23 10:33:19,831 INFO [train.py:927] (0/8) Epoch 6, batch 6300, giga_loss[loss=0.2617, simple_loss=0.3377, pruned_loss=0.09285, over 12386.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07892, over 213.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3259, pruned_loss=0.08811, over 2474077.31 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07464, over 20383.65 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3078, pruned_loss=0.06783, over 2356758.29 frames. utt_duration=1291 frames, utt_pad_proportion=0.05199, over 7309.13 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3278, pruned_loss=0.09036, over 2475018.36 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07473, over 21792.70 utterances.], batch size: 213, lr: 5.40e-04
2022-08-23 10:35:07,170 INFO [train.py:927] (0/8) Epoch 6, batch 6350, giga_loss[loss=0.2271, simple_loss=0.3058, pruned_loss=0.07424, over 12310.00 frames. utt_duration=1450 frames, utt_pad_proportion=0.05003, over 34.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3254, pruned_loss=0.08819, over 2474065.69 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0727, over 20188.69 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3077, pruned_loss=0.06784, over 2359956.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.05093, over 7288.03 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3275, pruned_loss=0.09054, over 2475064.55 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07341, over 21697.50 utterances.], batch size: 34, lr: 5.40e-04
2022-08-23 10:36:50,790 INFO [train.py:927] (0/8) Epoch 6, batch 6400, giga_loss[loss=0.2302, simple_loss=0.3085, pruned_loss=0.0759, over 12404.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02864, over 58.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3247, pruned_loss=0.08821, over 2474625.20 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07011, over 20562.99 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.307, pruned_loss=0.06743, over 2365455.24 frames. utt_duration=1301 frames, utt_pad_proportion=0.04913, over 7280.02 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3278, pruned_loss=0.09136, over 2475509.05 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07171, over 22368.19 utterances.], batch size: 58, lr: 5.40e-04
2022-08-23 10:38:34,440 INFO [train.py:927] (0/8) Epoch 6, batch 6450, giga_loss[loss=0.2842, simple_loss=0.3522, pruned_loss=0.1081, over 12447.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04382, over 134.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08863, over 2474154.76 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07132, over 20627.68 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3068, pruned_loss=0.06734, over 2367537.84 frames. utt_duration=1304 frames, utt_pad_proportion=0.04818, over 7268.03 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3273, pruned_loss=0.09168, over 2475413.28 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07296, over 22376.66 utterances.], batch size: 134, lr: 5.40e-04
2022-08-23 10:40:14,674 INFO [train.py:927] (0/8) Epoch 6, batch 6500, giga_loss[loss=0.2434, simple_loss=0.3302, pruned_loss=0.07829, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03059, over 75.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3242, pruned_loss=0.08856, over 2473998.98 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06806, over 19794.64 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06735, over 2370141.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.04824, over 7290.91 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3269, pruned_loss=0.09143, over 2475043.19 frames. utt_duration=463 frames, utt_pad_proportion=0.06987, over 21451.68 utterances.], batch size: 75, lr: 5.40e-04
2022-08-23 10:41:29,843 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-138000.pt
2022-08-23 10:42:01,781 INFO [train.py:927] (0/8) Epoch 6, batch 6550, libri_loss[loss=0.1955, simple_loss=0.2813, pruned_loss=0.05488, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006487, over 32.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3267, pruned_loss=0.09038, over 2474461.74 frames. utt_duration=500.5 frames, utt_pad_proportion=0.0637, over 19834.34 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3065, pruned_loss=0.06718, over 2372900.64 frames. utt_duration=1307 frames, utt_pad_proportion=0.04722, over 7271.57 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3297, pruned_loss=0.09348, over 2475622.78 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0659, over 21540.08 utterances.], batch size: 32, lr: 5.40e-04
2022-08-23 10:43:41,781 INFO [train.py:927] (0/8) Epoch 6, batch 6600, giga_loss[loss=0.2555, simple_loss=0.3276, pruned_loss=0.09172, over 12360.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03013, over 58.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3253, pruned_loss=0.08993, over 2473545.80 frames. utt_duration=521 frames, utt_pad_proportion=0.05994, over 19044.83 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.306, pruned_loss=0.06695, over 2375753.29 frames. utt_duration=1313 frames, utt_pad_proportion=0.04613, over 7248.36 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3289, pruned_loss=0.09335, over 2475022.05 frames. utt_duration=477 frames, utt_pad_proportion=0.06255, over 20819.31 utterances.], batch size: 58, lr: 5.40e-04
2022-08-23 10:45:23,121 INFO [train.py:927] (0/8) Epoch 6, batch 6650, giga_loss[loss=0.2223, simple_loss=0.3096, pruned_loss=0.06749, over 12190.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0348, over 42.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3256, pruned_loss=0.09012, over 2473288.00 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06183, over 18873.25 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3057, pruned_loss=0.06704, over 2378538.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04928, over 7315.84 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3291, pruned_loss=0.0934, over 2474575.30 frames. utt_duration=483 frames, utt_pad_proportion=0.06294, over 20554.37 utterances.], batch size: 42, lr: 5.40e-04
2022-08-23 10:47:06,009 INFO [train.py:927] (0/8) Epoch 6, batch 6700, giga_loss[loss=0.2628, simple_loss=0.3432, pruned_loss=0.09125, over 12400.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02618, over 70.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3268, pruned_loss=0.09055, over 2473492.77 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06335, over 19073.80 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3063, pruned_loss=0.06718, over 2380187.70 frames. utt_duration=1296 frames, utt_pad_proportion=0.0497, over 7351.97 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3295, pruned_loss=0.09346, over 2474739.10 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06415, over 20593.08 utterances.], batch size: 70, lr: 5.40e-04
2022-08-23 10:48:49,935 INFO [train.py:927] (0/8) Epoch 6, batch 6750, giga_loss[loss=0.3067, simple_loss=0.3591, pruned_loss=0.1271, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09218, over 2473738.16 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06584, over 19234.52 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3065, pruned_loss=0.06741, over 2381523.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05417, over 7436.63 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3308, pruned_loss=0.0946, over 2474779.93 frames. utt_duration=484 frames, utt_pad_proportion=0.0649, over 20515.53 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 10:50:32,597 INFO [train.py:927] (0/8) Epoch 6, batch 6800, libri_loss[loss=0.2236, simple_loss=0.3136, pruned_loss=0.06677, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006419, over 33.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3305, pruned_loss=0.09297, over 2473426.81 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06809, over 19723.09 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3067, pruned_loss=0.06759, over 2383201.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05874, over 7527.05 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3327, pruned_loss=0.09537, over 2474844.57 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06595, over 20953.21 utterances.], batch size: 33, lr: 5.39e-04
2022-08-23 10:52:18,913 INFO [train.py:927] (0/8) Epoch 6, batch 6850, giga_loss[loss=0.2729, simple_loss=0.3474, pruned_loss=0.09915, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3299, pruned_loss=0.09205, over 2473296.88 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06618, over 19995.91 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3075, pruned_loss=0.06774, over 2385021.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05783, over 7523.50 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3314, pruned_loss=0.09429, over 2474412.49 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06495, over 21211.82 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 10:54:00,625 INFO [train.py:927] (0/8) Epoch 6, batch 6900, libri_loss[loss=0.2227, simple_loss=0.2975, pruned_loss=0.07397, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005632, over 32.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3302, pruned_loss=0.09235, over 2473385.50 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06841, over 20296.28 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3078, pruned_loss=0.06782, over 2387718.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.05655, over 7499.59 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3319, pruned_loss=0.09487, over 2474613.62 frames. utt_duration=457.5 frames, utt_pad_proportion=0.06783, over 21704.50 utterances.], batch size: 32, lr: 5.39e-04
2022-08-23 10:55:48,594 INFO [train.py:927] (0/8) Epoch 6, batch 6950, giga_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.09459, over 12412.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03436, over 80.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3315, pruned_loss=0.09424, over 2473797.82 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07471, over 20948.65 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3076, pruned_loss=0.06786, over 2390380.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.05519, over 7483.92 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3335, pruned_loss=0.09687, over 2474642.99 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07436, over 22428.60 utterances.], batch size: 80, lr: 5.39e-04
2022-08-23 10:57:34,027 INFO [train.py:927] (0/8) Epoch 6, batch 7000, giga_loss[loss=0.2548, simple_loss=0.328, pruned_loss=0.09075, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03498, over 86.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3331, pruned_loss=0.09625, over 2474611.26 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07381, over 21101.34 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06781, over 2391361.61 frames. utt_duration=1281 frames, utt_pad_proportion=0.05476, over 7476.11 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3351, pruned_loss=0.09862, over 2475141.32 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07377, over 22399.04 utterances.], batch size: 86, lr: 5.39e-04
2022-08-23 10:59:15,448 INFO [train.py:927] (0/8) Epoch 6, batch 7050, giga_loss[loss=0.2431, simple_loss=0.3174, pruned_loss=0.0844, over 12361.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0318, over 85.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3313, pruned_loss=0.09443, over 2474391.65 frames. utt_duration=489 frames, utt_pad_proportion=0.06975, over 20301.62 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3071, pruned_loss=0.06765, over 2394473.41 frames. utt_duration=1286 frames, utt_pad_proportion=0.0531, over 7459.29 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3341, pruned_loss=0.09746, over 2474961.04 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07065, over 21824.98 utterances.], batch size: 85, lr: 5.39e-04
2022-08-23 11:00:59,205 INFO [train.py:927] (0/8) Epoch 6, batch 7100, giga_loss[loss=0.2612, simple_loss=0.3155, pruned_loss=0.1035, over 12344.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1983, over 366.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3299, pruned_loss=0.09318, over 2474788.77 frames. utt_duration=486.2 frames, utt_pad_proportion=0.0719, over 20423.81 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3071, pruned_loss=0.06775, over 2395625.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.05247, over 7461.37 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3324, pruned_loss=0.09585, over 2475285.47 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07277, over 21800.99 utterances.], batch size: 366, lr: 5.39e-04
2022-08-23 11:02:42,688 INFO [train.py:927] (0/8) Epoch 6, batch 7150, giga_loss[loss=0.2386, simple_loss=0.3119, pruned_loss=0.08265, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03746, over 37.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.09185, over 2474726.92 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07257, over 20161.55 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3078, pruned_loss=0.06793, over 2397740.40 frames. utt_duration=1274 frames, utt_pad_proportion=0.05581, over 7535.89 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3312, pruned_loss=0.0945, over 2475321.38 frames. utt_duration=461 frames, utt_pad_proportion=0.07236, over 21547.48 utterances.], batch size: 37, lr: 5.39e-04
2022-08-23 11:04:27,785 INFO [train.py:927] (0/8) Epoch 6, batch 7200, giga_loss[loss=0.2152, simple_loss=0.2905, pruned_loss=0.06996, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02943, over 45.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3279, pruned_loss=0.09197, over 2474559.23 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07659, over 20611.72 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3079, pruned_loss=0.06813, over 2398658.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05537, over 7542.50 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3295, pruned_loss=0.09411, over 2474889.46 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07641, over 21810.17 utterances.], batch size: 45, lr: 5.39e-04
2022-08-23 11:06:13,539 INFO [train.py:927] (0/8) Epoch 6, batch 7250, giga_loss[loss=0.2359, simple_loss=0.3128, pruned_loss=0.07947, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04682, over 34.00 utterances.], tot_loss[loss=0.252, simple_loss=0.324, pruned_loss=0.09002, over 2474804.46 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07108, over 20359.40 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3074, pruned_loss=0.06783, over 2399743.93 frames. utt_duration=1277 frames, utt_pad_proportion=0.05461, over 7523.73 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3261, pruned_loss=0.09233, over 2475412.88 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07154, over 21536.87 utterances.], batch size: 34, lr: 5.38e-04
2022-08-23 11:07:59,973 INFO [train.py:927] (0/8) Epoch 6, batch 7300, libri_loss[loss=0.237, simple_loss=0.3455, pruned_loss=0.06429, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01174, over 40.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3236, pruned_loss=0.08972, over 2475177.81 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07086, over 20465.87 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3082, pruned_loss=0.06798, over 2401489.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05356, over 7506.88 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3249, pruned_loss=0.09194, over 2475780.31 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07172, over 21718.16 utterances.], batch size: 40, lr: 5.38e-04
2022-08-23 11:09:43,393 INFO [train.py:927] (0/8) Epoch 6, batch 7350, giga_loss[loss=0.2518, simple_loss=0.3198, pruned_loss=0.0919, over 12370.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09515, over 255.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3238, pruned_loss=0.08759, over 2475100.19 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0703, over 21385.40 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3086, pruned_loss=0.06799, over 2402716.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05714, over 7564.09 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3248, pruned_loss=0.08971, over 2475768.38 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07015, over 22552.79 utterances.], batch size: 255, lr: 5.38e-04
2022-08-23 11:11:25,678 INFO [train.py:927] (0/8) Epoch 6, batch 7400, libri_loss[loss=0.2152, simple_loss=0.3114, pruned_loss=0.0595, over 12391.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02422, over 43.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3213, pruned_loss=0.08446, over 2475319.57 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07381, over 22676.12 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3085, pruned_loss=0.06797, over 2404178.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.05607, over 7546.48 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08667, over 2476507.27 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07401, over 24041.95 utterances.], batch size: 43, lr: 5.38e-04
2022-08-23 11:13:10,596 INFO [train.py:927] (0/8) Epoch 6, batch 7450, giga_loss[loss=0.242, simple_loss=0.3356, pruned_loss=0.07423, over 12393.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03211, over 122.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3199, pruned_loss=0.08174, over 2475688.87 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07231, over 22762.65 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3088, pruned_loss=0.06818, over 2406468.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.0595, over 7623.12 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.321, pruned_loss=0.0838, over 2476786.99 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07169, over 24273.43 utterances.], batch size: 122, lr: 5.38e-04
2022-08-23 11:14:49,344 INFO [train.py:927] (0/8) Epoch 6, batch 7500, giga_loss[loss=0.1773, simple_loss=0.2722, pruned_loss=0.0412, over 12192.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04243, over 28.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3179, pruned_loss=0.07863, over 2475069.09 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07267, over 22717.07 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3086, pruned_loss=0.0681, over 2407743.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.05891, over 7618.65 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3192, pruned_loss=0.0806, over 2476339.57 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07242, over 24271.48 utterances.], batch size: 28, lr: 5.38e-04
2022-08-23 11:16:30,360 INFO [train.py:927] (0/8) Epoch 6, batch 7550, giga_loss[loss=0.2152, simple_loss=0.3013, pruned_loss=0.06453, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03519, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3156, pruned_loss=0.07693, over 2475698.75 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07082, over 23308.16 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3087, pruned_loss=0.06814, over 2407974.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.05867, over 7617.56 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3165, pruned_loss=0.07847, over 2476774.95 frames. utt_duration=404.4 frames, utt_pad_proportion=0.0708, over 24583.97 utterances.], batch size: 86, lr: 5.38e-04
2022-08-23 11:18:09,764 INFO [train.py:927] (0/8) Epoch 6, batch 7600, giga_loss[loss=0.21, simple_loss=0.2965, pruned_loss=0.06171, over 12407.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.06751, over 184.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3141, pruned_loss=0.07545, over 2475774.94 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06942, over 23712.64 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3091, pruned_loss=0.06815, over 2408968.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05797, over 7613.28 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3146, pruned_loss=0.07678, over 2476647.18 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06972, over 24953.09 utterances.], batch size: 184, lr: 5.38e-04
2022-08-23 11:19:53,332 INFO [train.py:927] (0/8) Epoch 6, batch 7650, giga_loss[loss=0.2256, simple_loss=0.3118, pruned_loss=0.06969, over 12433.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3112, pruned_loss=0.07292, over 2476225.68 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06929, over 23547.29 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.309, pruned_loss=0.06813, over 2410139.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05734, over 7606.12 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3117, pruned_loss=0.07408, over 2476761.71 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06978, over 24748.28 utterances.], batch size: 183, lr: 5.38e-04
2022-08-23 11:21:34,098 INFO [train.py:927] (0/8) Epoch 6, batch 7700, giga_loss[loss=0.187, simple_loss=0.2822, pruned_loss=0.04589, over 12343.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03015, over 66.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3073, pruned_loss=0.07086, over 2476058.90 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07361, over 23714.86 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3083, pruned_loss=0.06788, over 2412421.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05697, over 7614.50 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3083, pruned_loss=0.07216, over 2476778.42 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07402, over 25256.26 utterances.], batch size: 66, lr: 5.38e-04
2022-08-23 11:23:16,824 INFO [train.py:927] (0/8) Epoch 6, batch 7750, giga_loss[loss=0.2326, simple_loss=0.3071, pruned_loss=0.07909, over 12383.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06494, over 183.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3052, pruned_loss=0.07035, over 2475419.66 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07419, over 24272.10 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3081, pruned_loss=0.06776, over 2413108.51 frames. utt_duration=1271 frames, utt_pad_proportion=0.05659, over 7606.26 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07151, over 2476222.72 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07462, over 25705.85 utterances.], batch size: 183, lr: 5.38e-04
2022-08-23 11:25:07,767 INFO [train.py:927] (0/8) Epoch 6, batch 7800, libri_loss[loss=0.2129, simple_loss=0.2991, pruned_loss=0.06333, over 12189.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008191, over 30.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.306, pruned_loss=0.0698, over 2475187.07 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07391, over 24011.76 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3076, pruned_loss=0.06747, over 2414965.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.05546, over 7573.67 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3071, pruned_loss=0.07107, over 2476400.57 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07477, over 25792.09 utterances.], batch size: 30, lr: 5.37e-04
2022-08-23 11:27:14,935 INFO [train.py:927] (0/8) Epoch 6, batch 7850, giga_loss[loss=0.2206, simple_loss=0.2994, pruned_loss=0.07091, over 12379.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02754, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3061, pruned_loss=0.06963, over 2475727.53 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07328, over 24257.40 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3078, pruned_loss=0.06767, over 2415323.85 frames. utt_duration=1279 frames, utt_pad_proportion=0.05506, over 7561.98 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3068, pruned_loss=0.07045, over 2476887.33 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07414, over 25812.42 utterances.], batch size: 91, lr: 5.37e-04
2022-08-23 11:29:07,927 INFO [train.py:927] (0/8) Epoch 6, batch 7900, giga_loss[loss=0.2107, simple_loss=0.3017, pruned_loss=0.05982, over 12383.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3045, pruned_loss=0.06796, over 2476306.75 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06967, over 23616.66 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3073, pruned_loss=0.06746, over 2416736.58 frames. utt_duration=1282 frames, utt_pad_proportion=0.05435, over 7548.82 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3054, pruned_loss=0.06884, over 2477306.43 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07088, over 25241.68 utterances.], batch size: 146, lr: 5.37e-04
2022-08-23 11:31:15,054 INFO [train.py:927] (0/8) Epoch 6, batch 7950, giga_loss[loss=0.2018, simple_loss=0.2856, pruned_loss=0.05901, over 12456.00 frames. utt_duration=471 frames, utt_pad_proportion=0.04457, over 106.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3012, pruned_loss=0.06638, over 2476141.46 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06937, over 23856.80 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3068, pruned_loss=0.06722, over 2417696.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05752, over 7593.26 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3023, pruned_loss=0.06728, over 2477404.25 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06961, over 25481.98 utterances.], batch size: 106, lr: 5.37e-04
2022-08-23 11:33:06,418 INFO [train.py:927] (0/8) Epoch 6, batch 8000, giga_loss[loss=0.2097, simple_loss=0.3064, pruned_loss=0.05649, over 12448.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03052, over 80.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3009, pruned_loss=0.06662, over 2476975.15 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06775, over 24093.23 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3068, pruned_loss=0.06728, over 2418317.49 frames. utt_duration=1277 frames, utt_pad_proportion=0.05686, over 7583.41 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3016, pruned_loss=0.06727, over 2478217.64 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06824, over 25619.91 utterances.], batch size: 80, lr: 5.37e-04
2022-08-23 11:35:21,008 INFO [train.py:927] (0/8) Epoch 6, batch 8050, giga_loss[loss=0.2162, simple_loss=0.3035, pruned_loss=0.06442, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3031, pruned_loss=0.06656, over 2477300.11 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06727, over 24445.08 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3072, pruned_loss=0.06727, over 2418526.90 frames. utt_duration=1278 frames, utt_pad_proportion=0.05663, over 7580.50 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3033, pruned_loss=0.06707, over 2478357.47 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06776, over 25726.45 utterances.], batch size: 133, lr: 5.37e-04
2022-08-23 11:37:20,067 INFO [train.py:927] (0/8) Epoch 6, batch 8100, giga_loss[loss=0.199, simple_loss=0.2939, pruned_loss=0.05202, over 12433.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3025, pruned_loss=0.06635, over 2477491.14 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06743, over 24327.10 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3077, pruned_loss=0.06735, over 2420109.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.05556, over 7563.26 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3022, pruned_loss=0.06666, over 2478491.32 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06815, over 25815.25 utterances.], batch size: 75, lr: 5.37e-04
2022-08-23 11:39:17,598 INFO [train.py:927] (0/8) Epoch 6, batch 8150, libri_loss[loss=0.2196, simple_loss=0.3126, pruned_loss=0.06331, over 12454.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006001, over 35.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3061, pruned_loss=0.06721, over 2477503.35 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06554, over 24352.08 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06763, over 2422303.28 frames. utt_duration=1285 frames, utt_pad_proportion=0.05398, over 7551.01 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3055, pruned_loss=0.06717, over 2478360.50 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06673, over 26155.78 utterances.], batch size: 35, lr: 5.37e-04
2022-08-23 11:41:20,689 INFO [train.py:927] (0/8) Epoch 6, batch 8200, giga_loss[loss=0.2276, simple_loss=0.3313, pruned_loss=0.06193, over 12396.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.306, pruned_loss=0.06591, over 2477935.83 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06596, over 25113.33 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.06749, over 2423272.49 frames. utt_duration=1286 frames, utt_pad_proportion=0.05349, over 7548.84 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3058, pruned_loss=0.06599, over 2478733.75 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06703, over 26826.73 utterances.], batch size: 133, lr: 5.37e-04
2022-08-23 11:43:22,870 INFO [train.py:927] (0/8) Epoch 6, batch 8250, libri_loss[loss=0.2246, simple_loss=0.3122, pruned_loss=0.06845, over 12400.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008266, over 38.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3058, pruned_loss=0.0659, over 2477307.38 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06352, over 24074.98 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06781, over 2424950.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.05241, over 7556.32 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3052, pruned_loss=0.06561, over 2478122.76 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06497, over 25992.12 utterances.], batch size: 38, lr: 5.37e-04
2022-08-23 11:45:51,465 INFO [train.py:927] (0/8) Epoch 6, batch 8300, giga_loss[loss=0.2132, simple_loss=0.302, pruned_loss=0.06215, over 12326.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3056, pruned_loss=0.06652, over 2477679.27 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06148, over 23363.85 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3077, pruned_loss=0.06777, over 2426559.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.0517, over 7559.73 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3052, pruned_loss=0.06627, over 2478275.17 frames. utt_duration=392.5 frames, utt_pad_proportion=0.0631, over 25334.80 utterances.], batch size: 66, lr: 5.36e-04
2022-08-23 11:47:56,782 INFO [train.py:927] (0/8) Epoch 6, batch 8350, giga_loss[loss=0.1908, simple_loss=0.2875, pruned_loss=0.047, over 12397.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3023, pruned_loss=0.0652, over 2478340.36 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06446, over 24066.80 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3079, pruned_loss=0.06804, over 2427792.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.05098, over 7562.69 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3017, pruned_loss=0.06472, over 2478863.65 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06581, over 26009.53 utterances.], batch size: 146, lr: 5.36e-04
2022-08-23 11:50:03,059 INFO [train.py:927] (0/8) Epoch 6, batch 8400, giga_loss[loss=0.1942, simple_loss=0.2971, pruned_loss=0.04568, over 12414.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03451, over 75.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3012, pruned_loss=0.06467, over 2478327.56 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06646, over 24285.95 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3083, pruned_loss=0.06785, over 2428175.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.05051, over 7534.40 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3003, pruned_loss=0.06442, over 2479049.22 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06756, over 26071.39 utterances.], batch size: 75, lr: 5.36e-04
2022-08-23 11:52:04,259 INFO [train.py:927] (0/8) Epoch 6, batch 8450, giga_loss[loss=0.2175, simple_loss=0.3137, pruned_loss=0.06068, over 12406.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3034, pruned_loss=0.06632, over 2478096.72 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06466, over 24348.39 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3082, pruned_loss=0.06791, over 2428570.07 frames. utt_duration=1293 frames, utt_pad_proportion=0.04976, over 7522.71 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3027, pruned_loss=0.06604, over 2479182.48 frames. utt_duration=381.7 frames, utt_pad_proportion=0.0659, over 26059.67 utterances.], batch size: 133, lr: 5.36e-04
2022-08-23 11:54:04,726 INFO [train.py:927] (0/8) Epoch 6, batch 8500, giga_loss[loss=0.2201, simple_loss=0.3093, pruned_loss=0.06541, over 12385.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3029, pruned_loss=0.06694, over 2478333.23 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06429, over 24468.24 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3076, pruned_loss=0.06766, over 2429785.92 frames. utt_duration=1296 frames, utt_pad_proportion=0.04879, over 7507.65 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3028, pruned_loss=0.06689, over 2479677.77 frames. utt_duration=376.7 frames, utt_pad_proportion=0.0657, over 26410.50 utterances.], batch size: 85, lr: 5.36e-04
2022-08-23 11:55:31,368 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-140000.pt
2022-08-23 11:56:19,662 INFO [train.py:927] (0/8) Epoch 6, batch 8550, giga_loss[loss=0.2198, simple_loss=0.3077, pruned_loss=0.06597, over 12421.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.04937, over 147.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3034, pruned_loss=0.06633, over 2477905.26 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06528, over 24152.40 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3078, pruned_loss=0.06771, over 2430895.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.05234, over 7563.12 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3029, pruned_loss=0.06624, over 2479513.58 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06566, over 26198.66 utterances.], batch size: 147, lr: 5.36e-04
2022-08-23 11:58:35,319 INFO [train.py:927] (0/8) Epoch 6, batch 8600, giga_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.06808, over 12382.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05567, over 181.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3018, pruned_loss=0.06615, over 2477332.21 frames. utt_duration=404 frames, utt_pad_proportion=0.06971, over 24596.21 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3074, pruned_loss=0.06756, over 2431793.28 frames. utt_duration=1291 frames, utt_pad_proportion=0.05156, over 7541.52 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3016, pruned_loss=0.06617, over 2479087.24 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07003, over 26724.22 utterances.], batch size: 181, lr: 5.36e-04
2022-08-23 12:00:38,679 INFO [train.py:927] (0/8) Epoch 6, batch 8650, giga_loss[loss=0.2242, simple_loss=0.2987, pruned_loss=0.07489, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03035, over 80.00 utterances.], tot_loss[loss=0.213, simple_loss=0.297, pruned_loss=0.06451, over 2477819.72 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06834, over 24477.99 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3076, pruned_loss=0.06774, over 2432378.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.05124, over 7547.12 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06434, over 2479079.83 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06882, over 26303.73 utterances.], batch size: 80, lr: 5.36e-04
2022-08-23 12:02:31,632 INFO [train.py:927] (0/8) Epoch 6, batch 8700, giga_loss[loss=0.2489, simple_loss=0.3086, pruned_loss=0.0946, over 12377.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1692, over 354.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06505, over 2477789.58 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06607, over 23768.30 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06745, over 2434110.18 frames. utt_duration=1297 frames, utt_pad_proportion=0.04936, over 7514.28 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06503, over 2479262.95 frames. utt_duration=382 frames, utt_pad_proportion=0.0673, over 26039.92 utterances.], batch size: 354, lr: 5.36e-04
2022-08-23 12:04:34,169 INFO [train.py:927] (0/8) Epoch 6, batch 8750, giga_loss[loss=0.1823, simple_loss=0.2609, pruned_loss=0.05189, over 12390.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2961, pruned_loss=0.06399, over 2477518.81 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06861, over 24188.92 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3071, pruned_loss=0.06769, over 2434736.78 frames. utt_duration=1286 frames, utt_pad_proportion=0.05345, over 7583.77 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2957, pruned_loss=0.06371, over 2478703.86 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06843, over 26150.72 utterances.], batch size: 363, lr: 5.36e-04
2022-08-23 12:06:45,872 INFO [train.py:927] (0/8) Epoch 6, batch 8800, giga_loss[loss=0.1819, simple_loss=0.2705, pruned_loss=0.04668, over 12395.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05506, over 181.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2943, pruned_loss=0.06318, over 2477047.76 frames. utt_duration=406 frames, utt_pad_proportion=0.071, over 24478.34 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.307, pruned_loss=0.0677, over 2435442.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05729, over 7645.73 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2938, pruned_loss=0.06288, over 2478558.93 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06995, over 26461.77 utterances.], batch size: 181, lr: 5.36e-04
2022-08-23 12:08:53,811 INFO [train.py:927] (0/8) Epoch 6, batch 8850, giga_loss[loss=0.1829, simple_loss=0.2757, pruned_loss=0.04508, over 12364.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2942, pruned_loss=0.06273, over 2477375.44 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07253, over 24353.72 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3071, pruned_loss=0.06764, over 2436459.86 frames. utt_duration=1279 frames, utt_pad_proportion=0.05622, over 7628.66 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2934, pruned_loss=0.06244, over 2478586.17 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07195, over 26324.32 utterances.], batch size: 48, lr: 5.35e-04
2022-08-23 12:10:51,389 INFO [train.py:927] (0/8) Epoch 6, batch 8900, giga_loss[loss=0.2029, simple_loss=0.2894, pruned_loss=0.05823, over 12417.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02843, over 122.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2944, pruned_loss=0.06313, over 2477945.19 frames. utt_duration=401.3 frames, utt_pad_proportion=0.0709, over 24772.56 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3077, pruned_loss=0.068, over 2436868.29 frames. utt_duration=1266 frames, utt_pad_proportion=0.06024, over 7706.43 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2931, pruned_loss=0.06251, over 2479090.36 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06957, over 26494.41 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:12:50,897 INFO [train.py:927] (0/8) Epoch 6, batch 8950, libri_loss[loss=0.2466, simple_loss=0.332, pruned_loss=0.08062, over 12317.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.1489, over 66.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2962, pruned_loss=0.06325, over 2478079.20 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06938, over 24921.12 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3074, pruned_loss=0.06782, over 2438119.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.05956, over 7694.02 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2949, pruned_loss=0.06272, over 2479361.35 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06866, over 26951.37 utterances.], batch size: 66, lr: 5.35e-04
2022-08-23 12:14:46,362 INFO [train.py:927] (0/8) Epoch 6, batch 9000, giga_loss[loss=0.1976, simple_loss=0.2731, pruned_loss=0.06103, over 12356.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 359.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06368, over 2476996.15 frames. utt_duration=395.6 frames, utt_pad_proportion=0.0728, over 25124.25 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3066, pruned_loss=0.06742, over 2438909.19 frames. utt_duration=1279 frames, utt_pad_proportion=0.05752, over 7634.40 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2967, pruned_loss=0.06346, over 2479138.50 frames. utt_duration=360 frames, utt_pad_proportion=0.07257, over 27638.03 utterances.], batch size: 359, lr: 5.35e-04
2022-08-23 12:14:46,369 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 12:14:59,975 INFO [train.py:967] (0/8) 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 12:16:59,351 INFO [train.py:927] (0/8) Epoch 6, batch 9050, giga_loss[loss=0.1906, simple_loss=0.276, pruned_loss=0.05263, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02494, over 45.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2964, pruned_loss=0.06288, over 2476953.20 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06957, over 24434.72 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3065, pruned_loss=0.06747, over 2439980.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05732, over 7657.23 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2958, pruned_loss=0.06257, over 2478537.77 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06981, over 26800.64 utterances.], batch size: 45, lr: 5.35e-04
2022-08-23 12:18:55,932 INFO [train.py:927] (0/8) Epoch 6, batch 9100, giga_loss[loss=0.1754, simple_loss=0.2612, pruned_loss=0.04477, over 12390.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03005, over 62.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06253, over 2477201.62 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06568, over 24168.39 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3061, pruned_loss=0.06729, over 2440797.90 frames. utt_duration=1282 frames, utt_pad_proportion=0.05618, over 7625.86 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2947, pruned_loss=0.0623, over 2478707.87 frames. utt_duration=375 frames, utt_pad_proportion=0.06655, over 26526.96 utterances.], batch size: 62, lr: 5.35e-04
2022-08-23 12:21:00,711 INFO [train.py:927] (0/8) Epoch 6, batch 9150, libri_loss[loss=0.1973, simple_loss=0.2901, pruned_loss=0.05226, over 12200.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01035, over 29.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.296, pruned_loss=0.06271, over 2477429.91 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06178, over 23973.35 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.306, pruned_loss=0.06714, over 2440954.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.05566, over 7618.42 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2955, pruned_loss=0.06261, over 2478995.31 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06294, over 26066.37 utterances.], batch size: 29, lr: 5.35e-04
2022-08-23 12:23:00,037 INFO [train.py:927] (0/8) Epoch 6, batch 9200, giga_loss[loss=0.2188, simple_loss=0.2969, pruned_loss=0.07042, over 12286.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02825, over 45.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2968, pruned_loss=0.06335, over 2477826.89 frames. utt_duration=394.9 frames, utt_pad_proportion=0.0663, over 25172.80 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.306, pruned_loss=0.06702, over 2441123.03 frames. utt_duration=1285 frames, utt_pad_proportion=0.05527, over 7606.29 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2963, pruned_loss=0.06334, over 2479230.37 frames. utt_duration=368.9 frames, utt_pad_proportion=0.06699, over 26973.09 utterances.], batch size: 45, lr: 5.35e-04
2022-08-23 12:24:58,381 INFO [train.py:927] (0/8) Epoch 6, batch 9250, giga_loss[loss=0.2854, simple_loss=0.3482, pruned_loss=0.1113, over 12419.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09965, over 257.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2996, pruned_loss=0.06432, over 2477991.82 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06852, over 25604.47 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3056, pruned_loss=0.06676, over 2441681.08 frames. utt_duration=1290 frames, utt_pad_proportion=0.05443, over 7578.40 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2994, pruned_loss=0.06447, over 2479412.09 frames. utt_duration=362.6 frames, utt_pad_proportion=0.06917, over 27443.20 utterances.], batch size: 257, lr: 5.35e-04
2022-08-23 12:27:16,904 INFO [train.py:927] (0/8) Epoch 6, batch 9300, giga_loss[loss=0.2086, simple_loss=0.2925, pruned_loss=0.06239, over 12426.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05751, over 182.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06441, over 2477790.40 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06896, over 25879.75 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3058, pruned_loss=0.0668, over 2442166.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05458, over 7616.56 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2991, pruned_loss=0.06445, over 2479130.90 frames. utt_duration=360.1 frames, utt_pad_proportion=0.06947, over 27632.02 utterances.], batch size: 182, lr: 5.35e-04
2022-08-23 12:29:17,075 INFO [train.py:927] (0/8) Epoch 6, batch 9350, giga_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05804, over 12426.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03174, over 105.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2987, pruned_loss=0.06438, over 2478523.71 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07006, over 25785.64 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3056, pruned_loss=0.06666, over 2442740.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.05458, over 7623.15 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2984, pruned_loss=0.0645, over 2479709.66 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07051, over 27508.64 utterances.], batch size: 105, lr: 5.34e-04
2022-08-23 12:31:20,628 INFO [train.py:927] (0/8) Epoch 6, batch 9400, giga_loss[loss=0.2265, simple_loss=0.3097, pruned_loss=0.07165, over 12367.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03259, over 104.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2987, pruned_loss=0.06529, over 2478481.78 frames. utt_duration=391 frames, utt_pad_proportion=0.06966, over 25433.39 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3056, pruned_loss=0.06683, over 2443676.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05793, over 7678.83 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06518, over 2479704.82 frames. utt_duration=363.7 frames, utt_pad_proportion=0.06932, over 27361.58 utterances.], batch size: 104, lr: 5.34e-04
2022-08-23 12:33:17,262 INFO [train.py:927] (0/8) Epoch 6, batch 9450, giga_loss[loss=0.2509, simple_loss=0.3143, pruned_loss=0.09377, over 12371.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09588, over 255.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.06508, over 2478069.44 frames. utt_duration=391 frames, utt_pad_proportion=0.0697, over 25427.26 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3057, pruned_loss=0.06703, over 2444509.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05659, over 7656.78 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06478, over 2479239.32 frames. utt_duration=362.3 frames, utt_pad_proportion=0.06984, over 27465.88 utterances.], batch size: 255, lr: 5.34e-04
2022-08-23 12:35:16,815 INFO [train.py:927] (0/8) Epoch 6, batch 9500, giga_loss[loss=0.2024, simple_loss=0.3019, pruned_loss=0.0515, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.299, pruned_loss=0.06383, over 2477925.11 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07121, over 25282.09 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3057, pruned_loss=0.06704, over 2444993.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.05915, over 7719.60 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2983, pruned_loss=0.06352, over 2479292.50 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07078, over 27330.24 utterances.], batch size: 182, lr: 5.34e-04
2022-08-23 12:37:34,459 INFO [train.py:927] (0/8) Epoch 6, batch 9550, giga_loss[loss=0.2129, simple_loss=0.3013, pruned_loss=0.0623, over 12456.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05045, over 162.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2998, pruned_loss=0.0638, over 2477286.16 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06724, over 24520.71 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3056, pruned_loss=0.0671, over 2445387.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05846, over 7707.87 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2992, pruned_loss=0.06345, over 2478460.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26368.04 utterances.], batch size: 162, lr: 5.34e-04
2022-08-23 12:39:40,640 INFO [train.py:927] (0/8) Epoch 6, batch 9600, giga_loss[loss=0.2131, simple_loss=0.3027, pruned_loss=0.06177, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04572, over 146.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2992, pruned_loss=0.06321, over 2477358.76 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06772, over 24854.26 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3051, pruned_loss=0.06681, over 2445966.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.05718, over 7669.08 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2991, pruned_loss=0.06311, over 2478648.27 frames. utt_duration=370.5 frames, utt_pad_proportion=0.0682, over 26850.91 utterances.], batch size: 146, lr: 5.34e-04
2022-08-23 12:41:53,582 INFO [train.py:927] (0/8) Epoch 6, batch 9650, giga_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05904, over 12420.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03397, over 80.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.3, pruned_loss=0.06288, over 2477301.35 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06805, over 24835.11 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3052, pruned_loss=0.06684, over 2446317.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.06066, over 7732.27 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2997, pruned_loss=0.0627, over 2478728.52 frames. utt_duration=371.8 frames, utt_pad_proportion=0.0677, over 26756.47 utterances.], batch size: 80, lr: 5.34e-04
2022-08-23 12:44:10,201 INFO [train.py:927] (0/8) Epoch 6, batch 9700, giga_loss[loss=0.2192, simple_loss=0.3083, pruned_loss=0.06505, over 12460.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02516, over 122.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3016, pruned_loss=0.06311, over 2477935.97 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06802, over 24234.44 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3051, pruned_loss=0.06684, over 2447432.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.0588, over 7704.48 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3012, pruned_loss=0.0628, over 2479188.79 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06828, over 26418.80 utterances.], batch size: 122, lr: 5.34e-04
2022-08-23 12:46:26,805 INFO [train.py:927] (0/8) Epoch 6, batch 9750, giga_loss[loss=0.2156, simple_loss=0.3051, pruned_loss=0.06302, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03668, over 98.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2995, pruned_loss=0.06262, over 2478708.63 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06586, over 23737.96 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3045, pruned_loss=0.06658, over 2448409.02 frames. utt_duration=1278 frames, utt_pad_proportion=0.05753, over 7674.71 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.06248, over 2479654.52 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06662, over 25938.65 utterances.], batch size: 98, lr: 5.34e-04
2022-08-23 12:48:30,428 INFO [train.py:927] (0/8) Epoch 6, batch 9800, giga_loss[loss=0.2056, simple_loss=0.2768, pruned_loss=0.06718, over 12354.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.185, over 360.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2979, pruned_loss=0.06134, over 2478532.08 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06329, over 23186.89 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3047, pruned_loss=0.06668, over 2448693.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05691, over 7675.53 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2977, pruned_loss=0.06108, over 2479436.14 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06429, over 25140.85 utterances.], batch size: 360, lr: 5.34e-04
2022-08-23 12:50:30,308 INFO [train.py:927] (0/8) Epoch 6, batch 9850, libri_loss[loss=0.2044, simple_loss=0.2817, pruned_loss=0.06355, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 31.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2989, pruned_loss=0.062, over 2478351.15 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06376, over 22890.25 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3045, pruned_loss=0.06663, over 2449539.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05575, over 7652.33 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2987, pruned_loss=0.06168, over 2479241.21 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0649, over 24958.52 utterances.], batch size: 31, lr: 5.34e-04
2022-08-23 12:52:18,998 INFO [train.py:927] (0/8) Epoch 6, batch 9900, giga_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.05604, over 12409.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03135, over 122.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2988, pruned_loss=0.06241, over 2478350.99 frames. utt_duration=431 frames, utt_pad_proportion=0.06343, over 23064.44 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3045, pruned_loss=0.06665, over 2449592.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.05552, over 7649.06 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2986, pruned_loss=0.06213, over 2479127.31 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06443, over 24750.96 utterances.], batch size: 122, lr: 5.33e-04
2022-08-23 12:54:11,694 INFO [train.py:927] (0/8) Epoch 6, batch 9950, giga_loss[loss=0.221, simple_loss=0.2871, pruned_loss=0.07743, over 12378.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1814, over 359.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2981, pruned_loss=0.06315, over 2478111.68 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07009, over 23874.84 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3045, pruned_loss=0.06681, over 2450145.41 frames. utt_duration=1286 frames, utt_pad_proportion=0.05485, over 7630.10 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2978, pruned_loss=0.06269, over 2478883.35 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07072, over 25604.72 utterances.], batch size: 359, lr: 5.33e-04
2022-08-23 12:55:54,662 INFO [train.py:927] (0/8) Epoch 6, batch 10000, giga_loss[loss=0.2518, simple_loss=0.3399, pruned_loss=0.08188, over 12359.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02958, over 85.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3053, pruned_loss=0.06736, over 2476907.68 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07092, over 23118.55 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06685, over 2450607.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.05389, over 7628.50 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3048, pruned_loss=0.06691, over 2477714.72 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07176, over 24858.41 utterances.], batch size: 85, lr: 5.33e-04
2022-08-23 12:57:38,078 INFO [train.py:927] (0/8) Epoch 6, batch 10050, giga_loss[loss=0.1823, simple_loss=0.2587, pruned_loss=0.05293, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04258, over 34.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3067, pruned_loss=0.06922, over 2475864.22 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07191, over 22699.57 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3044, pruned_loss=0.06664, over 2451460.50 frames. utt_duration=1287 frames, utt_pad_proportion=0.0537, over 7628.98 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3066, pruned_loss=0.06909, over 2476315.49 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07272, over 24427.08 utterances.], batch size: 34, lr: 5.33e-04
2022-08-23 12:59:20,893 INFO [train.py:927] (0/8) Epoch 6, batch 10100, giga_loss[loss=0.1767, simple_loss=0.2508, pruned_loss=0.05129, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0366, over 37.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3015, pruned_loss=0.06755, over 2475599.39 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06756, over 22000.85 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3048, pruned_loss=0.06663, over 2451783.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.05307, over 7632.53 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3011, pruned_loss=0.06748, over 2476000.91 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06874, over 23565.22 utterances.], batch size: 37, lr: 5.33e-04
2022-08-23 13:01:02,200 INFO [train.py:927] (0/8) Epoch 6, batch 10150, giga_loss[loss=0.1564, simple_loss=0.2411, pruned_loss=0.03587, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03694, over 62.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2939, pruned_loss=0.06484, over 2475061.55 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06689, over 20892.07 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3054, pruned_loss=0.06696, over 2452178.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05657, over 7704.78 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2927, pruned_loss=0.06444, over 2475685.01 frames. utt_duration=442.1 frames, utt_pad_proportion=0.06696, over 22467.13 utterances.], batch size: 62, lr: 5.33e-04
2022-08-23 13:02:43,319 INFO [train.py:927] (0/8) Epoch 6, batch 10200, giga_loss[loss=0.1856, simple_loss=0.2642, pruned_loss=0.0535, over 12420.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03323, over 80.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2871, pruned_loss=0.06233, over 2474533.55 frames. utt_duration=497.8 frames, utt_pad_proportion=0.065, over 19937.47 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3053, pruned_loss=0.06709, over 2452287.77 frames. utt_duration=1278 frames, utt_pad_proportion=0.05594, over 7685.29 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2861, pruned_loss=0.06185, over 2475230.56 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06542, over 21373.49 utterances.], batch size: 80, lr: 5.33e-04
2022-08-23 13:04:25,690 INFO [train.py:927] (0/8) Epoch 6, batch 10250, giga_loss[loss=0.1837, simple_loss=0.2684, pruned_loss=0.04949, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2818, pruned_loss=0.0602, over 2474853.37 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06303, over 19831.12 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3053, pruned_loss=0.06705, over 2452579.99 frames. utt_duration=1278 frames, utt_pad_proportion=0.05553, over 7686.45 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2808, pruned_loss=0.05981, over 2475346.80 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06364, over 21063.36 utterances.], batch size: 133, lr: 5.33e-04
2022-08-23 13:06:08,783 INFO [train.py:927] (0/8) Epoch 6, batch 10300, giga_loss[loss=0.1806, simple_loss=0.2648, pruned_loss=0.04824, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0371, over 113.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2768, pruned_loss=0.05789, over 2474239.76 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06228, over 19433.80 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3051, pruned_loss=0.06675, over 2452874.51 frames. utt_duration=1284 frames, utt_pad_proportion=0.05479, over 7653.00 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2757, pruned_loss=0.0577, over 2474753.39 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06311, over 20661.71 utterances.], batch size: 113, lr: 5.33e-04
2022-08-23 13:07:51,587 INFO [train.py:927] (0/8) Epoch 6, batch 10350, giga_loss[loss=0.1829, simple_loss=0.2591, pruned_loss=0.05334, over 12362.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05337, over 161.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2723, pruned_loss=0.05644, over 2474128.15 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06725, over 19988.51 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.305, pruned_loss=0.06693, over 2453061.25 frames. utt_duration=1283 frames, utt_pad_proportion=0.0546, over 7655.26 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2708, pruned_loss=0.05592, over 2474863.13 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06777, over 21234.73 utterances.], batch size: 161, lr: 5.33e-04
2022-08-23 13:09:35,308 INFO [train.py:927] (0/8) Epoch 6, batch 10400, giga_loss[loss=0.1622, simple_loss=0.2342, pruned_loss=0.04511, over 12398.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06919, over 212.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2681, pruned_loss=0.05464, over 2473740.23 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06573, over 19528.92 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3052, pruned_loss=0.06692, over 2453078.17 frames. utt_duration=1283 frames, utt_pad_proportion=0.05379, over 7655.71 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2661, pruned_loss=0.05399, over 2474784.10 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06662, over 20787.85 utterances.], batch size: 212, lr: 5.32e-04
2022-08-23 13:11:17,967 INFO [train.py:927] (0/8) Epoch 6, batch 10450, giga_loss[loss=0.2838, simple_loss=0.3409, pruned_loss=0.1133, over 12393.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2707, pruned_loss=0.05627, over 2474974.50 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0676, over 20127.03 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3055, pruned_loss=0.06709, over 2453739.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05679, over 7732.72 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.268, pruned_loss=0.05535, over 2475675.09 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06744, over 21324.23 utterances.], batch size: 258, lr: 5.32e-04
2022-08-23 13:13:01,434 INFO [train.py:927] (0/8) Epoch 6, batch 10500, libri_loss[loss=0.2418, simple_loss=0.3566, pruned_loss=0.0635, over 12322.00 frames. utt_duration=968 frames, utt_pad_proportion=0.06477, over 51.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2837, pruned_loss=0.06251, over 2474771.99 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06749, over 19822.81 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3064, pruned_loss=0.06715, over 2454216.10 frames. utt_duration=1269 frames, utt_pad_proportion=0.05596, over 7744.37 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2801, pruned_loss=0.06158, over 2475380.79 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06779, over 21058.67 utterances.], batch size: 51, lr: 5.32e-04
2022-08-23 13:14:14,587 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-142000.pt
2022-08-23 13:14:49,193 INFO [train.py:927] (0/8) Epoch 6, batch 10550, giga_loss[loss=0.2781, simple_loss=0.3461, pruned_loss=0.105, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03182, over 85.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.06525, over 2475001.91 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06914, over 19775.90 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3062, pruned_loss=0.06703, over 2454434.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.05564, over 7744.30 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.289, pruned_loss=0.06458, over 2475548.07 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06944, over 20908.71 utterances.], batch size: 85, lr: 5.32e-04
2022-08-23 13:16:33,846 INFO [train.py:927] (0/8) Epoch 6, batch 10600, giga_loss[loss=0.2324, simple_loss=0.306, pruned_loss=0.07937, over 12121.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03762, over 30.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2956, pruned_loss=0.06636, over 2475409.46 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06694, over 19600.09 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3062, pruned_loss=0.06703, over 2454434.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.05564, over 7744.30 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2933, pruned_loss=0.06583, over 2475834.54 frames. utt_duration=485 frames, utt_pad_proportion=0.06727, over 20481.78 utterances.], batch size: 30, lr: 5.32e-04
2022-08-23 13:18:19,063 INFO [train.py:927] (0/8) Epoch 6, batch 10650, giga_loss[loss=0.2403, simple_loss=0.3246, pruned_loss=0.07803, over 12445.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3005, pruned_loss=0.06935, over 2474953.38 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06526, over 18877.70 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3061, pruned_loss=0.06702, over 2454609.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05502, over 7738.11 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2988, pruned_loss=0.06898, over 2475416.98 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06589, over 19747.05 utterances.], batch size: 105, lr: 5.32e-04
2022-08-23 13:19:59,169 INFO [train.py:927] (0/8) Epoch 6, batch 10700, giga_loss[loss=0.2285, simple_loss=0.3148, pruned_loss=0.07109, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03009, over 91.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3054, pruned_loss=0.07173, over 2475572.07 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06621, over 18978.14 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3061, pruned_loss=0.06711, over 2455107.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.05397, over 7710.98 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3039, pruned_loss=0.07141, over 2475941.00 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06706, over 19936.36 utterances.], batch size: 91, lr: 5.32e-04
2022-08-23 13:21:42,252 INFO [train.py:927] (0/8) Epoch 6, batch 10750, giga_loss[loss=0.2569, simple_loss=0.3407, pruned_loss=0.08656, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3091, pruned_loss=0.07288, over 2475656.87 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06813, over 19031.19 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3064, pruned_loss=0.06709, over 2455337.87 frames. utt_duration=1279 frames, utt_pad_proportion=0.05319, over 7684.98 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3076, pruned_loss=0.07275, over 2476110.57 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06906, over 20020.70 utterances.], batch size: 113, lr: 5.32e-04
2022-08-23 13:23:25,138 INFO [train.py:927] (0/8) Epoch 6, batch 10800, giga_loss[loss=0.2221, simple_loss=0.3142, pruned_loss=0.06496, over 12116.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03627, over 30.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3107, pruned_loss=0.07158, over 2474369.99 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06473, over 17954.65 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3072, pruned_loss=0.06716, over 2455484.05 frames. utt_duration=1270 frames, utt_pad_proportion=0.05576, over 7744.90 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3089, pruned_loss=0.07154, over 2475126.83 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06483, over 18980.29 utterances.], batch size: 30, lr: 5.32e-04
2022-08-23 13:25:06,628 INFO [train.py:927] (0/8) Epoch 6, batch 10850, giga_loss[loss=0.2234, simple_loss=0.3081, pruned_loss=0.06941, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03302, over 39.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3098, pruned_loss=0.07075, over 2473491.62 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06566, over 17504.18 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3064, pruned_loss=0.06682, over 2455464.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.05457, over 7701.08 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3091, pruned_loss=0.07111, over 2474589.91 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06618, over 18621.41 utterances.], batch size: 39, lr: 5.32e-04
2022-08-23 13:26:50,117 INFO [train.py:927] (0/8) Epoch 6, batch 10900, giga_loss[loss=0.2279, simple_loss=0.3064, pruned_loss=0.07467, over 12432.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03978, over 37.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3123, pruned_loss=0.07412, over 2473316.19 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0681, over 17438.17 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3066, pruned_loss=0.06686, over 2455388.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05781, over 7751.18 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07455, over 2474758.10 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06726, over 18563.44 utterances.], batch size: 37, lr: 5.32e-04
2022-08-23 13:28:35,957 INFO [train.py:927] (0/8) Epoch 6, batch 10950, giga_loss[loss=0.2221, simple_loss=0.3066, pruned_loss=0.06879, over 12414.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02847, over 62.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3139, pruned_loss=0.07651, over 2473840.38 frames. utt_duration=585 frames, utt_pad_proportion=0.06231, over 16958.61 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3068, pruned_loss=0.06689, over 2455619.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05815, over 7776.54 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3134, pruned_loss=0.0769, over 2474931.11 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06183, over 17905.18 utterances.], batch size: 62, lr: 5.31e-04
2022-08-23 13:30:18,698 INFO [train.py:927] (0/8) Epoch 6, batch 11000, giga_loss[loss=0.2295, simple_loss=0.2978, pruned_loss=0.0806, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03473, over 31.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3131, pruned_loss=0.07715, over 2474195.10 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06881, over 17894.88 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3066, pruned_loss=0.06699, over 2456222.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05831, over 7807.89 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07768, over 2475089.63 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06819, over 18926.18 utterances.], batch size: 31, lr: 5.31e-04
2022-08-23 13:32:05,734 INFO [train.py:927] (0/8) Epoch 6, batch 11050, giga_loss[loss=0.2113, simple_loss=0.292, pruned_loss=0.06527, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3106, pruned_loss=0.07523, over 2475156.10 frames. utt_duration=560.3 frames, utt_pad_proportion=0.064, over 17718.02 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3067, pruned_loss=0.06704, over 2456386.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.05816, over 7814.85 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3105, pruned_loss=0.07564, over 2475786.86 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06379, over 18565.13 utterances.], batch size: 105, lr: 5.31e-04
2022-08-23 13:33:51,500 INFO [train.py:927] (0/8) Epoch 6, batch 11100, giga_loss[loss=0.1936, simple_loss=0.2768, pruned_loss=0.0552, over 12272.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03972, over 51.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.07255, over 2474842.33 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06275, over 17843.91 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3062, pruned_loss=0.06666, over 2456251.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05689, over 7775.89 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.306, pruned_loss=0.0734, over 2475985.73 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06315, over 18825.35 utterances.], batch size: 51, lr: 5.31e-04
2022-08-23 13:35:37,193 INFO [train.py:927] (0/8) Epoch 6, batch 11150, giga_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08295, over 12448.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03591, over 86.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3022, pruned_loss=0.07093, over 2474592.03 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06493, over 18334.40 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06652, over 2456309.02 frames. utt_duration=1270 frames, utt_pad_proportion=0.05621, over 7742.68 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.302, pruned_loss=0.07182, over 2475793.98 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06544, over 19344.82 utterances.], batch size: 86, lr: 5.31e-04
2022-08-23 13:37:18,459 INFO [train.py:927] (0/8) Epoch 6, batch 11200, libri_loss[loss=0.2269, simple_loss=0.3089, pruned_loss=0.0724, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008794, over 37.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3016, pruned_loss=0.07053, over 2473590.21 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06244, over 17668.04 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06651, over 2456449.12 frames. utt_duration=1273 frames, utt_pad_proportion=0.0552, over 7725.60 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3013, pruned_loss=0.07136, over 2474911.97 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06344, over 18770.03 utterances.], batch size: 37, lr: 5.31e-04
2022-08-23 13:39:01,572 INFO [train.py:927] (0/8) Epoch 6, batch 11250, giga_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05531, over 12395.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03849, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2981, pruned_loss=0.06906, over 2472755.79 frames. utt_duration=562.9 frames, utt_pad_proportion=0.0609, over 17619.08 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3063, pruned_loss=0.06639, over 2456304.80 frames. utt_duration=1276 frames, utt_pad_proportion=0.05487, over 7708.40 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.298, pruned_loss=0.06985, over 2474073.22 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06191, over 18586.73 utterances.], batch size: 113, lr: 5.31e-04
2022-08-23 13:40:41,864 INFO [train.py:927] (0/8) Epoch 6, batch 11300, giga_loss[loss=0.203, simple_loss=0.288, pruned_loss=0.05902, over 12418.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2936, pruned_loss=0.06731, over 2472496.77 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05732, over 16559.24 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3055, pruned_loss=0.06617, over 2456669.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05427, over 7691.44 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2939, pruned_loss=0.06819, over 2473732.67 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05864, over 17639.78 utterances.], batch size: 113, lr: 5.31e-04
2022-08-23 13:42:22,573 INFO [train.py:927] (0/8) Epoch 6, batch 11350, giga_loss[loss=0.1753, simple_loss=0.2625, pruned_loss=0.04401, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2907, pruned_loss=0.06574, over 2473004.18 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05449, over 16002.58 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3049, pruned_loss=0.06602, over 2457428.34 frames. utt_duration=1283 frames, utt_pad_proportion=0.05296, over 7670.10 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.291, pruned_loss=0.06662, over 2474065.37 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05635, over 17311.16 utterances.], batch size: 58, lr: 5.31e-04
2022-08-23 13:44:05,003 INFO [train.py:927] (0/8) Epoch 6, batch 11400, giga_loss[loss=0.2013, simple_loss=0.2819, pruned_loss=0.06029, over 12382.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02995, over 97.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2876, pruned_loss=0.06484, over 2472904.50 frames. utt_duration=625.9 frames, utt_pad_proportion=0.05287, over 15843.23 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3044, pruned_loss=0.06586, over 2457380.94 frames. utt_duration=1287 frames, utt_pad_proportion=0.0524, over 7647.16 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.288, pruned_loss=0.06566, over 2474006.03 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05471, over 17011.01 utterances.], batch size: 97, lr: 5.31e-04
2022-08-23 13:45:47,603 INFO [train.py:927] (0/8) Epoch 6, batch 11450, giga_loss[loss=0.2271, simple_loss=0.2965, pruned_loss=0.07888, over 12363.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05608, over 181.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2855, pruned_loss=0.06399, over 2472624.94 frames. utt_duration=649 frames, utt_pad_proportion=0.04939, over 15275.63 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3048, pruned_loss=0.06586, over 2457191.36 frames. utt_duration=1289 frames, utt_pad_proportion=0.052, over 7636.73 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2852, pruned_loss=0.06461, over 2473810.47 frames. utt_duration=609.5 frames, utt_pad_proportion=0.05127, over 16275.16 utterances.], batch size: 181, lr: 5.31e-04
2022-08-23 13:47:30,856 INFO [train.py:927] (0/8) Epoch 6, batch 11500, giga_loss[loss=0.2267, simple_loss=0.3079, pruned_loss=0.07277, over 12354.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2858, pruned_loss=0.06418, over 2471975.47 frames. utt_duration=659.5 frames, utt_pad_proportion=0.04714, over 15027.61 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3044, pruned_loss=0.06578, over 2456894.04 frames. utt_duration=1294 frames, utt_pad_proportion=0.05107, over 7604.13 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2856, pruned_loss=0.06471, over 2473538.22 frames. utt_duration=619 frames, utt_pad_proportion=0.04915, over 16021.87 utterances.], batch size: 97, lr: 5.30e-04
2022-08-23 13:49:13,722 INFO [train.py:927] (0/8) Epoch 6, batch 11550, giga_loss[loss=0.2322, simple_loss=0.3068, pruned_loss=0.07879, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03875, over 40.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2926, pruned_loss=0.06866, over 2472395.80 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05806, over 16363.66 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3042, pruned_loss=0.06573, over 2457358.97 frames. utt_duration=1296 frames, utt_pad_proportion=0.05035, over 7593.20 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2924, pruned_loss=0.06911, over 2473497.52 frames. utt_duration=573.2 frames, utt_pad_proportion=0.0593, over 17306.88 utterances.], batch size: 40, lr: 5.30e-04
2022-08-23 13:50:57,875 INFO [train.py:927] (0/8) Epoch 6, batch 11600, libri_loss[loss=0.2236, simple_loss=0.3046, pruned_loss=0.07129, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006507, over 34.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3005, pruned_loss=0.07289, over 2473772.34 frames. utt_duration=567 frames, utt_pad_proportion=0.06105, over 17496.90 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06598, over 2457994.22 frames. utt_duration=1281 frames, utt_pad_proportion=0.0541, over 7686.83 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2998, pruned_loss=0.07317, over 2474500.46 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06069, over 18418.40 utterances.], batch size: 34, lr: 5.30e-04
2022-08-23 13:52:41,523 INFO [train.py:927] (0/8) Epoch 6, batch 11650, giga_loss[loss=0.2537, simple_loss=0.3345, pruned_loss=0.08646, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3065, pruned_loss=0.07511, over 2473401.76 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05837, over 17553.81 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06594, over 2458158.22 frames. utt_duration=1282 frames, utt_pad_proportion=0.05369, over 7676.98 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3059, pruned_loss=0.07542, over 2473961.14 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05837, over 18371.07 utterances.], batch size: 91, lr: 5.30e-04
2022-08-23 13:54:24,231 INFO [train.py:927] (0/8) Epoch 6, batch 11700, giga_loss[loss=0.2153, simple_loss=0.2899, pruned_loss=0.07035, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06471, over 183.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.0747, over 2473847.43 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06248, over 18289.63 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3056, pruned_loss=0.06615, over 2458451.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.05388, over 7702.55 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3068, pruned_loss=0.07488, over 2474248.87 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06233, over 19055.18 utterances.], batch size: 183, lr: 5.30e-04
2022-08-23 13:56:06,491 INFO [train.py:927] (0/8) Epoch 6, batch 11750, giga_loss[loss=0.1831, simple_loss=0.2629, pruned_loss=0.05164, over 12324.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.0386, over 26.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3079, pruned_loss=0.07366, over 2474167.33 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06593, over 18392.60 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06645, over 2459081.99 frames. utt_duration=1262 frames, utt_pad_proportion=0.05874, over 7803.94 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07374, over 2474261.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06421, over 19154.73 utterances.], batch size: 26, lr: 5.30e-04
2022-08-23 13:57:47,821 INFO [train.py:927] (0/8) Epoch 6, batch 11800, giga_loss[loss=0.2392, simple_loss=0.3076, pruned_loss=0.08538, over 12353.00 frames. utt_duration=136 frames, utt_pad_proportion=0.195, over 367.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07317, over 2474030.66 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06472, over 18020.23 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06646, over 2459209.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05805, over 7812.66 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3068, pruned_loss=0.07333, over 2474279.11 frames. utt_duration=528 frames, utt_pad_proportion=0.06366, over 18797.11 utterances.], batch size: 367, lr: 5.30e-04
2022-08-23 13:59:30,687 INFO [train.py:927] (0/8) Epoch 6, batch 11850, giga_loss[loss=0.2681, simple_loss=0.3361, pruned_loss=0.1001, over 12324.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03412, over 85.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3091, pruned_loss=0.07397, over 2473726.90 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06562, over 17644.23 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3057, pruned_loss=0.0662, over 2459475.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.0564, over 7775.13 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3086, pruned_loss=0.07465, over 2474273.88 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06549, over 18740.18 utterances.], batch size: 85, lr: 5.30e-04
2022-08-23 14:01:14,059 INFO [train.py:927] (0/8) Epoch 6, batch 11900, giga_loss[loss=0.2182, simple_loss=0.3001, pruned_loss=0.06813, over 12410.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.0288, over 62.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07625, over 2473637.61 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06108, over 17240.52 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.306, pruned_loss=0.06716, over 2459328.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.05409, over 7718.74 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3108, pruned_loss=0.07636, over 2474906.33 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06226, over 18668.96 utterances.], batch size: 62, lr: 5.30e-04
2022-08-23 14:02:58,758 INFO [train.py:927] (0/8) Epoch 6, batch 11950, giga_loss[loss=0.2616, simple_loss=0.3178, pruned_loss=0.1027, over 12351.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2036, over 369.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3124, pruned_loss=0.07712, over 2474176.22 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06328, over 17354.78 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3062, pruned_loss=0.06712, over 2459569.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.05331, over 7694.57 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.312, pruned_loss=0.07742, over 2475248.22 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0644, over 18681.62 utterances.], batch size: 369, lr: 5.30e-04
2022-08-23 14:04:42,938 INFO [train.py:927] (0/8) Epoch 6, batch 12000, libri_loss[loss=0.2113, simple_loss=0.3054, pruned_loss=0.05864, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006416, over 35.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3131, pruned_loss=0.07662, over 2473702.25 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06319, over 17147.75 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3058, pruned_loss=0.06694, over 2459808.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.05231, over 7670.45 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3133, pruned_loss=0.07726, over 2474681.89 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06457, over 18455.13 utterances.], batch size: 35, lr: 5.30e-04
2022-08-23 14:04:42,944 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (0/8) 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] (0/8) Epoch 6, batch 12050, giga_loss[loss=0.2603, simple_loss=0.3337, pruned_loss=0.09346, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03512, over 37.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.313, pruned_loss=0.07671, over 2472893.24 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06144, over 16564.58 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3056, pruned_loss=0.06686, over 2459738.51 frames. utt_duration=1287 frames, utt_pad_proportion=0.05194, over 7655.78 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3134, pruned_loss=0.07735, over 2473833.88 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06286, over 17683.97 utterances.], batch size: 37, lr: 5.29e-04
2022-08-23 14:08:23,587 INFO [train.py:927] (0/8) Epoch 6, batch 12100, giga_loss[loss=0.2057, simple_loss=0.2879, pruned_loss=0.06174, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02972, over 55.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.07596, over 2472836.07 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06293, over 16273.76 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3057, pruned_loss=0.0669, over 2459896.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.05127, over 7653.73 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07661, over 2473680.92 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06435, over 17324.47 utterances.], batch size: 55, lr: 5.29e-04
2022-08-23 14:10:06,127 INFO [train.py:927] (0/8) Epoch 6, batch 12150, giga_loss[loss=0.2022, simple_loss=0.2916, pruned_loss=0.0564, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02722, over 66.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3123, pruned_loss=0.07656, over 2471430.75 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05933, over 15730.45 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3061, pruned_loss=0.06693, over 2460185.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.0507, over 7653.88 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3123, pruned_loss=0.07717, over 2472004.01 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06099, over 16676.64 utterances.], batch size: 66, lr: 5.29e-04
2022-08-23 14:11:49,758 INFO [train.py:927] (0/8) Epoch 6, batch 12200, giga_loss[loss=0.2891, simple_loss=0.3439, pruned_loss=0.1172, over 12382.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1109, over 260.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3127, pruned_loss=0.07623, over 2471579.17 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05683, over 15906.09 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.306, pruned_loss=0.06686, over 2460130.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.05024, over 7637.16 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3128, pruned_loss=0.07691, over 2472225.09 frames. utt_duration=591 frames, utt_pad_proportion=0.05847, over 16774.11 utterances.], batch size: 260, lr: 5.29e-04
2022-08-23 14:13:30,901 INFO [train.py:927] (0/8) Epoch 6, batch 12250, giga_loss[loss=0.2149, simple_loss=0.3012, pruned_loss=0.0643, over 12400.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04077, over 40.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3112, pruned_loss=0.07531, over 2472196.21 frames. utt_duration=650.9 frames, utt_pad_proportion=0.05741, over 15226.72 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3063, pruned_loss=0.06686, over 2460624.84 frames. utt_duration=1289 frames, utt_pad_proportion=0.04996, over 7643.46 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3113, pruned_loss=0.07611, over 2472599.61 frames. utt_duration=614.6 frames, utt_pad_proportion=0.05898, over 16131.50 utterances.], batch size: 40, lr: 5.29e-04
2022-08-23 14:15:10,655 INFO [train.py:927] (0/8) Epoch 6, batch 12300, giga_loss[loss=0.2175, simple_loss=0.3031, pruned_loss=0.06595, over 12391.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.0343, over 122.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07505, over 2472299.13 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05965, over 15921.38 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3063, pruned_loss=0.06691, over 2460630.16 frames. utt_duration=1291 frames, utt_pad_proportion=0.04961, over 7630.04 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07571, over 2472726.94 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06094, over 16726.47 utterances.], batch size: 122, lr: 5.29e-04
2022-08-23 14:16:53,616 INFO [train.py:927] (0/8) Epoch 6, batch 12350, giga_loss[loss=0.2029, simple_loss=0.2867, pruned_loss=0.05956, over 12322.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03468, over 58.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07471, over 2472122.96 frames. utt_duration=646.5 frames, utt_pad_proportion=0.0553, over 15330.98 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3062, pruned_loss=0.06688, over 2460444.57 frames. utt_duration=1295 frames, utt_pad_proportion=0.04868, over 7607.47 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3084, pruned_loss=0.07544, over 2472893.49 frames. utt_duration=613.2 frames, utt_pad_proportion=0.05702, over 16169.75 utterances.], batch size: 58, lr: 5.29e-04
2022-08-23 14:18:36,351 INFO [train.py:927] (0/8) Epoch 6, batch 12400, giga_loss[loss=0.1987, simple_loss=0.2807, pruned_loss=0.05835, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02921, over 48.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3046, pruned_loss=0.07325, over 2472292.36 frames. utt_duration=655.2 frames, utt_pad_proportion=0.05217, over 15128.22 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3063, pruned_loss=0.06696, over 2460696.15 frames. utt_duration=1297 frames, utt_pad_proportion=0.04809, over 7598.37 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3047, pruned_loss=0.07386, over 2472837.45 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05398, over 15901.03 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:20:17,833 INFO [train.py:927] (0/8) Epoch 6, batch 12450, giga_loss[loss=0.1939, simple_loss=0.2794, pruned_loss=0.05423, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04251, over 31.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3007, pruned_loss=0.0716, over 2472738.63 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05596, over 15456.50 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3064, pruned_loss=0.06708, over 2460944.72 frames. utt_duration=1299 frames, utt_pad_proportion=0.04775, over 7585.42 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3007, pruned_loss=0.07201, over 2473048.32 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05734, over 16141.69 utterances.], batch size: 31, lr: 5.29e-04
2022-08-23 14:22:02,384 INFO [train.py:927] (0/8) Epoch 6, batch 12500, giga_loss[loss=0.202, simple_loss=0.2879, pruned_loss=0.05805, over 12267.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02778, over 54.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3002, pruned_loss=0.07121, over 2472898.84 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05448, over 15673.19 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3068, pruned_loss=0.06757, over 2461577.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.05118, over 7674.63 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2996, pruned_loss=0.07123, over 2472911.46 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05441, over 16347.14 utterances.], batch size: 54, lr: 5.29e-04
2022-08-23 14:23:16,833 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-144000.pt
2022-08-23 14:23:51,999 INFO [train.py:927] (0/8) Epoch 6, batch 12550, giga_loss[loss=0.2313, simple_loss=0.3178, pruned_loss=0.07242, over 12363.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3013, pruned_loss=0.07094, over 2472796.52 frames. utt_duration=608.9 frames, utt_pad_proportion=0.06015, over 16284.92 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3065, pruned_loss=0.06738, over 2461445.92 frames. utt_duration=1288 frames, utt_pad_proportion=0.05064, over 7653.56 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3009, pruned_loss=0.07125, over 2473347.92 frames. utt_duration=578 frames, utt_pad_proportion=0.06024, over 17161.45 utterances.], batch size: 62, lr: 5.29e-04
2022-08-23 14:25:33,329 INFO [train.py:927] (0/8) Epoch 6, batch 12600, giga_loss[loss=0.1887, simple_loss=0.271, pruned_loss=0.05318, over 12213.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03647, over 33.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.302, pruned_loss=0.0704, over 2473110.56 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06191, over 17127.99 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.307, pruned_loss=0.06766, over 2461724.70 frames. utt_duration=1276 frames, utt_pad_proportion=0.05439, over 7727.39 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3011, pruned_loss=0.07043, over 2473435.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06049, over 17877.26 utterances.], batch size: 33, lr: 5.28e-04
2022-08-23 14:27:12,978 INFO [train.py:927] (0/8) Epoch 6, batch 12650, giga_loss[loss=0.186, simple_loss=0.2631, pruned_loss=0.0545, over 12433.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04779, over 34.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3012, pruned_loss=0.06967, over 2473146.90 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06105, over 17349.09 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3068, pruned_loss=0.06765, over 2461580.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.05338, over 7685.00 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3006, pruned_loss=0.06977, over 2473875.51 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06041, over 18256.48 utterances.], batch size: 34, lr: 5.28e-04
2022-08-23 14:28:54,073 INFO [train.py:927] (0/8) Epoch 6, batch 12700, giga_loss[loss=0.2441, simple_loss=0.3229, pruned_loss=0.08267, over 12348.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03266, over 85.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3022, pruned_loss=0.07022, over 2473344.05 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05725, over 17114.66 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.307, pruned_loss=0.06794, over 2461470.75 frames. utt_duration=1280 frames, utt_pad_proportion=0.05341, over 7698.92 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3014, pruned_loss=0.07008, over 2474251.51 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05696, over 17996.38 utterances.], batch size: 85, lr: 5.28e-04
2022-08-23 14:30:34,080 INFO [train.py:927] (0/8) Epoch 6, batch 12750, giga_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07655, over 12381.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3057, pruned_loss=0.07209, over 2473267.27 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05514, over 17385.36 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3078, pruned_loss=0.06834, over 2461899.51 frames. utt_duration=1287 frames, utt_pad_proportion=0.05163, over 7661.15 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3042, pruned_loss=0.07175, over 2474100.85 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05575, over 18540.99 utterances.], batch size: 146, lr: 5.28e-04
2022-08-23 14:32:14,294 INFO [train.py:927] (0/8) Epoch 6, batch 12800, giga_loss[loss=0.2097, simple_loss=0.2953, pruned_loss=0.06206, over 12286.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02807, over 45.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3065, pruned_loss=0.07248, over 2473546.41 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05795, over 17505.35 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3074, pruned_loss=0.06832, over 2462266.41 frames. utt_duration=1294 frames, utt_pad_proportion=0.05033, over 7621.78 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3056, pruned_loss=0.07236, over 2474229.50 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05888, over 18791.36 utterances.], batch size: 45, lr: 5.28e-04
2022-08-23 14:33:57,299 INFO [train.py:927] (0/8) Epoch 6, batch 12850, libri_loss[loss=0.2158, simple_loss=0.3038, pruned_loss=0.06391, over 12292.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006699, over 35.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07391, over 2473118.71 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05728, over 17398.06 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3071, pruned_loss=0.06831, over 2461978.80 frames. utt_duration=1294 frames, utt_pad_proportion=0.04994, over 7616.64 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3075, pruned_loss=0.07396, over 2474277.18 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05834, over 18743.71 utterances.], batch size: 35, lr: 5.28e-04
2022-08-23 14:35:38,349 INFO [train.py:927] (0/8) Epoch 6, batch 12900, giga_loss[loss=0.243, simple_loss=0.3132, pruned_loss=0.0864, over 12365.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06118, over 182.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.07472, over 2472969.82 frames. utt_duration=545 frames, utt_pad_proportion=0.05924, over 18201.47 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3073, pruned_loss=0.06882, over 2461890.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.04938, over 7602.36 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.308, pruned_loss=0.07443, over 2474181.93 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0602, over 19467.45 utterances.], batch size: 182, lr: 5.28e-04
2022-08-23 14:37:17,510 INFO [train.py:927] (0/8) Epoch 6, batch 12950, giga_loss[loss=0.1834, simple_loss=0.2644, pruned_loss=0.05117, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04431, over 37.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07314, over 2472933.82 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05667, over 18239.15 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3075, pruned_loss=0.06912, over 2461807.90 frames. utt_duration=1299 frames, utt_pad_proportion=0.04885, over 7592.32 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3057, pruned_loss=0.07274, over 2474166.65 frames. utt_duration=510.5 frames, utt_pad_proportion=0.05782, over 19444.92 utterances.], batch size: 37, lr: 5.28e-04
2022-08-23 14:38:56,414 INFO [train.py:927] (0/8) Epoch 6, batch 13000, giga_loss[loss=0.2421, simple_loss=0.3275, pruned_loss=0.07838, over 12412.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3061, pruned_loss=0.07229, over 2473514.96 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05674, over 18449.01 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3074, pruned_loss=0.06926, over 2462135.17 frames. utt_duration=1303 frames, utt_pad_proportion=0.04813, over 7569.59 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07194, over 2474447.20 frames. utt_duration=504.7 frames, utt_pad_proportion=0.05797, over 19670.05 utterances.], batch size: 183, lr: 5.28e-04
2022-08-23 14:40:37,586 INFO [train.py:927] (0/8) Epoch 6, batch 13050, giga_loss[loss=0.2335, simple_loss=0.3082, pruned_loss=0.07938, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07197, over 2473790.79 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05427, over 17801.75 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3075, pruned_loss=0.06961, over 2462004.44 frames. utt_duration=1307 frames, utt_pad_proportion=0.04685, over 7541.07 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3051, pruned_loss=0.07147, over 2474978.58 frames. utt_duration=518.9 frames, utt_pad_proportion=0.05596, over 19133.66 utterances.], batch size: 97, lr: 5.28e-04
2022-08-23 14:42:19,049 INFO [train.py:927] (0/8) Epoch 6, batch 13100, giga_loss[loss=0.1941, simple_loss=0.2697, pruned_loss=0.05928, over 12348.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05252, over 34.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3025, pruned_loss=0.07147, over 2473708.09 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05105, over 17417.86 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3074, pruned_loss=0.06965, over 2461820.63 frames. utt_duration=1309 frames, utt_pad_proportion=0.04629, over 7533.97 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3022, pruned_loss=0.07107, over 2474960.66 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05285, over 18602.38 utterances.], batch size: 34, lr: 5.27e-04
2022-08-23 14:43:59,405 INFO [train.py:927] (0/8) Epoch 6, batch 13150, giga_loss[loss=0.2014, simple_loss=0.291, pruned_loss=0.05591, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3019, pruned_loss=0.07259, over 2473631.95 frames. utt_duration=549 frames, utt_pad_proportion=0.05715, over 18072.58 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3077, pruned_loss=0.07021, over 2462139.75 frames. utt_duration=1294 frames, utt_pad_proportion=0.05078, over 7620.78 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3013, pruned_loss=0.07179, over 2474614.11 frames. utt_duration=518 frames, utt_pad_proportion=0.05658, over 19166.24 utterances.], batch size: 70, lr: 5.27e-04
2022-08-23 14:45:38,276 INFO [train.py:927] (0/8) Epoch 6, batch 13200, giga_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06305, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02985, over 75.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.2987, pruned_loss=0.07131, over 2473221.19 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05296, over 17289.00 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3077, pruned_loss=0.07036, over 2461901.08 frames. utt_duration=1297 frames, utt_pad_proportion=0.04999, over 7602.53 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2981, pruned_loss=0.07056, over 2474406.74 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05304, over 18354.68 utterances.], batch size: 75, lr: 5.27e-04
2022-08-23 14:47:20,360 INFO [train.py:927] (0/8) Epoch 6, batch 13250, giga_loss[loss=0.1639, simple_loss=0.2452, pruned_loss=0.04127, over 12328.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.0319, over 58.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2959, pruned_loss=0.06981, over 2472239.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05154, over 17048.37 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3084, pruned_loss=0.07073, over 2462031.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04892, over 7587.59 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2944, pruned_loss=0.06887, over 2473363.12 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05209, over 18165.31 utterances.], batch size: 58, lr: 5.27e-04
2022-08-23 14:49:00,812 INFO [train.py:927] (0/8) Epoch 6, batch 13300, giga_loss[loss=0.2667, simple_loss=0.3364, pruned_loss=0.09857, over 12440.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04121, over 146.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2976, pruned_loss=0.0701, over 2472885.33 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05243, over 17138.42 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3091, pruned_loss=0.07098, over 2462184.62 frames. utt_duration=1301 frames, utt_pad_proportion=0.04835, over 7577.80 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2957, pruned_loss=0.06911, over 2473786.36 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05308, over 18167.43 utterances.], batch size: 146, lr: 5.27e-04
2022-08-23 14:50:40,664 INFO [train.py:927] (0/8) Epoch 6, batch 13350, giga_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07603, over 12386.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02976, over 97.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3008, pruned_loss=0.07143, over 2472869.66 frames. utt_duration=567 frames, utt_pad_proportion=0.05421, over 17493.18 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3088, pruned_loss=0.07102, over 2461950.95 frames. utt_duration=1301 frames, utt_pad_proportion=0.04862, over 7580.30 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2993, pruned_loss=0.07059, over 2473965.93 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05454, over 18470.27 utterances.], batch size: 97, lr: 5.27e-04
2022-08-23 14:52:21,106 INFO [train.py:927] (0/8) Epoch 6, batch 13400, libri_loss[loss=0.2158, simple_loss=0.3008, pruned_loss=0.06542, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006912, over 34.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3038, pruned_loss=0.07338, over 2472649.40 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0594, over 18257.09 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3087, pruned_loss=0.07113, over 2461890.32 frames. utt_duration=1303 frames, utt_pad_proportion=0.04768, over 7567.92 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3026, pruned_loss=0.07265, over 2473815.60 frames. utt_duration=514.4 frames, utt_pad_proportion=0.05984, over 19293.01 utterances.], batch size: 34, lr: 5.27e-04
2022-08-23 14:54:06,571 INFO [train.py:927] (0/8) Epoch 6, batch 13450, giga_loss[loss=0.2477, simple_loss=0.3205, pruned_loss=0.08744, over 12336.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03396, over 51.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3092, pruned_loss=0.07704, over 2473288.11 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05928, over 18263.97 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3087, pruned_loss=0.07144, over 2462308.41 frames. utt_duration=1292 frames, utt_pad_proportion=0.05128, over 7629.87 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3082, pruned_loss=0.07627, over 2474073.30 frames. utt_duration=515 frames, utt_pad_proportion=0.05857, over 19272.26 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:55:47,326 INFO [train.py:927] (0/8) Epoch 6, batch 13500, giga_loss[loss=0.253, simple_loss=0.3291, pruned_loss=0.0884, over 12202.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03869, over 28.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3164, pruned_loss=0.08236, over 2473497.30 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06888, over 19526.53 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3089, pruned_loss=0.07163, over 2462536.93 frames. utt_duration=1295 frames, utt_pad_proportion=0.05029, over 7614.27 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.08178, over 2474168.06 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0684, over 20608.27 utterances.], batch size: 28, lr: 5.27e-04
2022-08-23 14:57:31,013 INFO [train.py:927] (0/8) Epoch 6, batch 13550, giga_loss[loss=0.2297, simple_loss=0.3023, pruned_loss=0.07854, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04442, over 31.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3247, pruned_loss=0.08906, over 2473321.13 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07071, over 20354.62 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3092, pruned_loss=0.0717, over 2462598.46 frames. utt_duration=1296 frames, utt_pad_proportion=0.04977, over 7612.04 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3238, pruned_loss=0.08869, over 2473935.56 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07049, over 21363.08 utterances.], batch size: 31, lr: 5.27e-04
2022-08-23 14:59:15,886 INFO [train.py:927] (0/8) Epoch 6, batch 13600, giga_loss[loss=0.223, simple_loss=0.3026, pruned_loss=0.07175, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04376, over 34.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.328, pruned_loss=0.09184, over 2473501.28 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07317, over 20358.75 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07209, over 2462643.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.05373, over 7668.16 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3276, pruned_loss=0.09155, over 2474162.18 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07186, over 21336.94 utterances.], batch size: 34, lr: 5.27e-04
2022-08-23 15:01:04,209 INFO [train.py:927] (0/8) Epoch 6, batch 13650, giga_loss[loss=0.2557, simple_loss=0.3221, pruned_loss=0.09462, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.03955, over 40.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.332, pruned_loss=0.09614, over 2473767.87 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07401, over 20610.23 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3092, pruned_loss=0.07236, over 2462699.59 frames. utt_duration=1287 frames, utt_pad_proportion=0.0531, over 7665.49 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3325, pruned_loss=0.09637, over 2474588.57 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07338, over 21811.10 utterances.], batch size: 40, lr: 5.26e-04
2022-08-23 15:02:51,697 INFO [train.py:927] (0/8) Epoch 6, batch 13700, giga_loss[loss=0.3501, simple_loss=0.3756, pruned_loss=0.1622, over 12352.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.198, over 366.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3368, pruned_loss=0.1005, over 2473645.37 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07875, over 21225.18 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3093, pruned_loss=0.07281, over 2462708.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.05293, over 7677.12 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3378, pruned_loss=0.1011, over 2474657.04 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07828, over 22611.03 utterances.], batch size: 366, lr: 5.26e-04
2022-08-23 15:04:41,017 INFO [train.py:927] (0/8) Epoch 6, batch 13750, libri_loss[loss=0.2454, simple_loss=0.3421, pruned_loss=0.07429, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00561, over 34.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3378, pruned_loss=0.1022, over 2474680.50 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07706, over 21009.54 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3098, pruned_loss=0.07283, over 2462964.59 frames. utt_duration=1285 frames, utt_pad_proportion=0.05245, over 7672.92 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3386, pruned_loss=0.1031, over 2475403.32 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07704, over 22298.72 utterances.], batch size: 34, lr: 5.26e-04
2022-08-23 15:06:25,039 INFO [train.py:927] (0/8) Epoch 6, batch 13800, giga_loss[loss=0.3228, simple_loss=0.3671, pruned_loss=0.1393, over 12341.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3383, pruned_loss=0.1017, over 2474202.51 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07952, over 21043.06 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3099, pruned_loss=0.0731, over 2463004.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.05174, over 7664.49 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3393, pruned_loss=0.1027, over 2474972.91 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07971, over 22308.33 utterances.], batch size: 372, lr: 5.26e-04
2022-08-23 15:08:06,791 INFO [train.py:927] (0/8) Epoch 6, batch 13850, giga_loss[loss=0.2425, simple_loss=0.3144, pruned_loss=0.0853, over 12427.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3395, pruned_loss=0.1025, over 2474366.22 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08084, over 21638.61 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3101, pruned_loss=0.07349, over 2462955.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.05098, over 7658.76 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3409, pruned_loss=0.1036, over 2475298.01 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08136, over 22967.52 utterances.], batch size: 183, lr: 5.26e-04
2022-08-23 15:09:55,221 INFO [train.py:927] (0/8) Epoch 6, batch 13900, giga_loss[loss=0.221, simple_loss=0.3039, pruned_loss=0.06901, over 12273.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02712, over 54.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3392, pruned_loss=0.1012, over 2475027.03 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07908, over 22443.75 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3108, pruned_loss=0.07411, over 2463449.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.051, over 7687.07 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3404, pruned_loss=0.1021, over 2475589.68 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07978, over 23795.60 utterances.], batch size: 54, lr: 5.26e-04
2022-08-23 15:11:39,913 INFO [train.py:927] (0/8) Epoch 6, batch 13950, giga_loss[loss=0.2272, simple_loss=0.3016, pruned_loss=0.07646, over 12384.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03042, over 51.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3358, pruned_loss=0.09841, over 2474842.97 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07681, over 22000.73 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3108, pruned_loss=0.0745, over 2463372.58 frames. utt_duration=1287 frames, utt_pad_proportion=0.05005, over 7667.59 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3374, pruned_loss=0.0995, over 2475667.90 frames. utt_duration=423.2 frames, utt_pad_proportion=0.078, over 23480.06 utterances.], batch size: 51, lr: 5.26e-04
2022-08-23 15:13:24,883 INFO [train.py:927] (0/8) Epoch 6, batch 14000, giga_loss[loss=0.2603, simple_loss=0.3253, pruned_loss=0.09761, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0725, over 212.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3348, pruned_loss=0.09731, over 2474711.33 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07732, over 22608.12 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3112, pruned_loss=0.07464, over 2463176.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.0501, over 7676.13 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3361, pruned_loss=0.09846, over 2475747.83 frames. utt_duration=413.3 frames, utt_pad_proportion=0.0784, over 24043.29 utterances.], batch size: 212, lr: 5.26e-04
2022-08-23 15:15:18,039 INFO [train.py:927] (0/8) Epoch 6, batch 14050, giga_loss[loss=0.238, simple_loss=0.3182, pruned_loss=0.07895, over 12351.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3329, pruned_loss=0.09531, over 2474326.81 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07639, over 21878.93 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3109, pruned_loss=0.07457, over 2463082.56 frames. utt_duration=1289 frames, utt_pad_proportion=0.04962, over 7651.13 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09657, over 2475364.72 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07752, over 23223.51 utterances.], batch size: 91, lr: 5.26e-04
2022-08-23 15:17:05,680 INFO [train.py:927] (0/8) Epoch 6, batch 14100, giga_loss[loss=0.3448, simple_loss=0.3846, pruned_loss=0.1525, over 12380.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3342, pruned_loss=0.09399, over 2474680.31 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07469, over 22141.38 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.311, pruned_loss=0.0747, over 2463161.02 frames. utt_duration=1291 frames, utt_pad_proportion=0.04922, over 7643.64 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3356, pruned_loss=0.09504, over 2475525.49 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07583, over 23327.20 utterances.], batch size: 258, lr: 5.26e-04
2022-08-23 15:18:53,091 INFO [train.py:927] (0/8) Epoch 6, batch 14150, giga_loss[loss=0.2611, simple_loss=0.3323, pruned_loss=0.09496, over 12369.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3324, pruned_loss=0.0931, over 2474930.12 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07207, over 21237.48 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3111, pruned_loss=0.07517, over 2463784.43 frames. utt_duration=1290 frames, utt_pad_proportion=0.04836, over 7649.40 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3341, pruned_loss=0.0941, over 2475429.79 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0737, over 22617.13 utterances.], batch size: 183, lr: 5.26e-04
2022-08-23 15:20:39,956 INFO [train.py:927] (0/8) Epoch 6, batch 14200, giga_loss[loss=0.2213, simple_loss=0.3088, pruned_loss=0.06686, over 12354.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02964, over 91.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3318, pruned_loss=0.0936, over 2475030.60 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07507, over 21942.83 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3118, pruned_loss=0.07572, over 2464115.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.05154, over 7720.18 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.333, pruned_loss=0.09431, over 2475391.72 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07537, over 23280.22 utterances.], batch size: 91, lr: 5.26e-04
2022-08-23 15:22:27,259 INFO [train.py:927] (0/8) Epoch 6, batch 14250, giga_loss[loss=0.2615, simple_loss=0.326, pruned_loss=0.09847, over 12381.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0749, over 212.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3301, pruned_loss=0.09275, over 2474910.08 frames. utt_duration=447 frames, utt_pad_proportion=0.07695, over 22220.57 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3118, pruned_loss=0.07574, over 2464144.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.05183, over 7743.14 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3313, pruned_loss=0.09353, over 2475309.50 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07713, over 23453.92 utterances.], batch size: 212, lr: 5.25e-04
2022-08-23 15:24:09,477 INFO [train.py:927] (0/8) Epoch 6, batch 14300, libri_loss[loss=0.2531, simple_loss=0.3324, pruned_loss=0.08689, over 12433.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02101, over 43.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.329, pruned_loss=0.09117, over 2474231.33 frames. utt_duration=454 frames, utt_pad_proportion=0.08236, over 21867.29 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.07608, over 2464212.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.05128, over 7738.04 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09167, over 2474627.64 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08259, over 23056.83 utterances.], batch size: 43, lr: 5.25e-04
2022-08-23 15:25:55,197 INFO [train.py:927] (0/8) Epoch 6, batch 14350, libri_loss[loss=0.2406, simple_loss=0.303, pruned_loss=0.08912, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006272, over 33.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3282, pruned_loss=0.09067, over 2474789.36 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07707, over 21528.01 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3125, pruned_loss=0.07645, over 2464407.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05049, over 7725.35 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3288, pruned_loss=0.09101, over 2475146.87 frames. utt_duration=437.1 frames, utt_pad_proportion=0.0779, over 22726.02 utterances.], batch size: 33, lr: 5.25e-04
2022-08-23 15:27:38,518 INFO [train.py:927] (0/8) Epoch 6, batch 14400, giga_loss[loss=0.2804, simple_loss=0.3521, pruned_loss=0.1044, over 12389.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3257, pruned_loss=0.0894, over 2474541.93 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07759, over 20918.29 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3122, pruned_loss=0.07633, over 2464347.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.04955, over 7702.42 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3268, pruned_loss=0.09009, over 2475113.97 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07876, over 22197.98 utterances.], batch size: 113, lr: 5.25e-04
2022-08-23 15:29:25,291 INFO [train.py:927] (0/8) Epoch 6, batch 14450, giga_loss[loss=0.3677, simple_loss=0.3948, pruned_loss=0.1703, over 12368.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3247, pruned_loss=0.08975, over 2474281.50 frames. utt_duration=473 frames, utt_pad_proportion=0.07395, over 20987.25 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3123, pruned_loss=0.07669, over 2464243.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.04879, over 7671.16 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3258, pruned_loss=0.09026, over 2475061.99 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07547, over 22345.39 utterances.], batch size: 257, lr: 5.25e-04
2022-08-23 15:31:09,080 INFO [train.py:927] (0/8) Epoch 6, batch 14500, libri_loss[loss=0.2263, simple_loss=0.2904, pruned_loss=0.08115, over 12205.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007475, over 30.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3236, pruned_loss=0.08924, over 2473528.32 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07097, over 20475.22 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07679, over 2464332.16 frames. utt_duration=1291 frames, utt_pad_proportion=0.04769, over 7643.26 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.325, pruned_loss=0.08992, over 2474360.99 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07295, over 21961.06 utterances.], batch size: 30, lr: 5.25e-04
2022-08-23 15:32:22,609 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-146000.pt
2022-08-23 15:32:58,790 INFO [train.py:927] (0/8) Epoch 6, batch 14550, giga_loss[loss=0.2424, simple_loss=0.3247, pruned_loss=0.08007, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02937, over 70.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3245, pruned_loss=0.08951, over 2474419.26 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06908, over 20518.95 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3122, pruned_loss=0.07692, over 2464657.28 frames. utt_duration=1288 frames, utt_pad_proportion=0.0474, over 7663.49 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.0901, over 2474921.81 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07096, over 21836.06 utterances.], batch size: 70, lr: 5.25e-04
2022-08-23 15:34:41,439 INFO [train.py:927] (0/8) Epoch 6, batch 14600, giga_loss[loss=0.2399, simple_loss=0.3223, pruned_loss=0.07878, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0262, over 66.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3248, pruned_loss=0.08974, over 2474775.67 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07012, over 19911.73 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3124, pruned_loss=0.07733, over 2465264.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.04595, over 7651.84 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3261, pruned_loss=0.09034, over 2475019.50 frames. utt_duration=462 frames, utt_pad_proportion=0.07238, over 21494.96 utterances.], batch size: 66, lr: 5.25e-04
2022-08-23 15:36:26,836 INFO [train.py:927] (0/8) Epoch 6, batch 14650, giga_loss[loss=0.2288, simple_loss=0.2984, pruned_loss=0.07959, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04308, over 33.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3272, pruned_loss=0.09194, over 2474503.72 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07252, over 19971.13 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07771, over 2465190.08 frames. utt_duration=1295 frames, utt_pad_proportion=0.0448, over 7625.22 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3286, pruned_loss=0.09253, over 2475085.33 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07482, over 21672.62 utterances.], batch size: 33, lr: 5.25e-04
2022-08-23 15:38:11,504 INFO [train.py:927] (0/8) Epoch 6, batch 14700, giga_loss[loss=0.3519, simple_loss=0.4022, pruned_loss=0.1508, over 12341.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1866, over 361.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.329, pruned_loss=0.09458, over 2474676.69 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07615, over 20719.86 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07805, over 2465189.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.04939, over 7705.87 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3302, pruned_loss=0.09509, over 2475343.12 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07655, over 22295.30 utterances.], batch size: 361, lr: 5.25e-04
2022-08-23 15:39:57,178 INFO [train.py:927] (0/8) Epoch 6, batch 14750, giga_loss[loss=0.2575, simple_loss=0.3251, pruned_loss=0.09491, over 12374.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02848, over 85.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3287, pruned_loss=0.09449, over 2474758.20 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07351, over 20805.41 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07806, over 2465339.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.04918, over 7706.34 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3296, pruned_loss=0.09496, over 2475186.17 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07409, over 22099.64 utterances.], batch size: 85, lr: 5.25e-04
2022-08-23 15:41:39,586 INFO [train.py:927] (0/8) Epoch 6, batch 14800, giga_loss[loss=0.2181, simple_loss=0.3029, pruned_loss=0.06667, over 12199.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03283, over 39.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3281, pruned_loss=0.09219, over 2473430.48 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07757, over 21081.26 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3136, pruned_loss=0.07805, over 2464991.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.0488, over 7697.43 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09285, over 2474262.97 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07814, over 22370.63 utterances.], batch size: 39, lr: 5.24e-04
2022-08-23 15:43:26,816 INFO [train.py:927] (0/8) Epoch 6, batch 14850, giga_loss[loss=0.247, simple_loss=0.3249, pruned_loss=0.08457, over 12448.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3254, pruned_loss=0.09025, over 2474221.91 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07823, over 20687.50 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.07795, over 2465317.33 frames. utt_duration=1282 frames, utt_pad_proportion=0.04851, over 7703.22 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3264, pruned_loss=0.09144, over 2474975.59 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07923, over 22310.37 utterances.], batch size: 75, lr: 5.24e-04
2022-08-23 15:45:10,470 INFO [train.py:927] (0/8) Epoch 6, batch 14900, giga_loss[loss=0.2986, simple_loss=0.3672, pruned_loss=0.115, over 12433.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03544, over 86.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.324, pruned_loss=0.0897, over 2474446.77 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07289, over 20085.56 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3135, pruned_loss=0.07805, over 2465561.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.0488, over 7727.80 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.325, pruned_loss=0.09078, over 2474990.69 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07417, over 21579.08 utterances.], batch size: 86, lr: 5.24e-04
2022-08-23 15:46:58,359 INFO [train.py:927] (0/8) Epoch 6, batch 14950, giga_loss[loss=0.2367, simple_loss=0.3267, pruned_loss=0.07333, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3279, pruned_loss=0.09012, over 2475236.55 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07219, over 19580.56 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.314, pruned_loss=0.07874, over 2466055.35 frames. utt_duration=1263 frames, utt_pad_proportion=0.05318, over 7820.90 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3285, pruned_loss=0.09066, over 2475461.64 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07196, over 21014.29 utterances.], batch size: 105, lr: 5.24e-04
2022-08-23 15:48:42,237 INFO [train.py:927] (0/8) Epoch 6, batch 15000, libri_loss[loss=0.2713, simple_loss=0.3324, pruned_loss=0.1051, over 12386.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02422, over 43.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3299, pruned_loss=0.09067, over 2475191.48 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07025, over 19906.83 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07881, over 2465829.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05265, over 7809.70 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3309, pruned_loss=0.0912, over 2475722.79 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07045, over 21230.68 utterances.], batch size: 43, lr: 5.24e-04
2022-08-23 15:48:42,244 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 15:48:56,175 INFO [train.py:967] (0/8) Epoch 6, validation: loss=0.1852, simple_loss=0.2951, pruned_loss=0.03762, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 15:50:39,644 INFO [train.py:927] (0/8) Epoch 6, batch 15050, giga_loss[loss=0.3178, simple_loss=0.3671, pruned_loss=0.1342, over 12386.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3314, pruned_loss=0.09201, over 2474945.52 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06786, over 19795.80 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07922, over 2466020.95 frames. utt_duration=1257 frames, utt_pad_proportion=0.05322, over 7855.87 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3323, pruned_loss=0.09239, over 2475449.17 frames. utt_duration=470 frames, utt_pad_proportion=0.06814, over 21134.83 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:52:23,483 INFO [train.py:927] (0/8) Epoch 6, batch 15100, giga_loss[loss=0.2418, simple_loss=0.3331, pruned_loss=0.07524, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03294, over 122.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.0924, over 2474474.79 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07026, over 19965.46 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07915, over 2466087.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05243, over 7834.92 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3316, pruned_loss=0.09301, over 2474956.06 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07075, over 21269.31 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:54:04,420 INFO [train.py:927] (0/8) Epoch 6, batch 15150, giga_loss[loss=0.2905, simple_loss=0.3531, pruned_loss=0.114, over 12406.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05005, over 161.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3297, pruned_loss=0.09317, over 2474486.84 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07038, over 20042.25 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.0791, over 2466405.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05183, over 7828.45 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3308, pruned_loss=0.09386, over 2474710.55 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07103, over 21228.04 utterances.], batch size: 161, lr: 5.24e-04
2022-08-23 15:55:49,087 INFO [train.py:927] (0/8) Epoch 6, batch 15200, giga_loss[loss=0.2166, simple_loss=0.3014, pruned_loss=0.06588, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02804, over 66.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3292, pruned_loss=0.09307, over 2474310.32 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06657, over 19529.47 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3138, pruned_loss=0.07908, over 2466365.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05107, over 7802.07 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3305, pruned_loss=0.09389, over 2474658.62 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06765, over 20701.12 utterances.], batch size: 66, lr: 5.24e-04
2022-08-23 15:57:30,150 INFO [train.py:927] (0/8) Epoch 6, batch 15250, giga_loss[loss=0.2777, simple_loss=0.3415, pruned_loss=0.1069, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06167, over 183.00 utterances.], tot_loss[loss=0.256, simple_loss=0.327, pruned_loss=0.09254, over 2473299.74 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0677, over 19497.88 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07939, over 2466339.85 frames. utt_duration=1270 frames, utt_pad_proportion=0.05006, over 7774.97 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3289, pruned_loss=0.09351, over 2473959.97 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06917, over 21017.68 utterances.], batch size: 183, lr: 5.24e-04
2022-08-23 15:59:11,179 INFO [train.py:927] (0/8) Epoch 6, batch 15300, giga_loss[loss=0.2624, simple_loss=0.3355, pruned_loss=0.09462, over 12445.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3282, pruned_loss=0.09284, over 2473518.95 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06646, over 19540.59 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3137, pruned_loss=0.07968, over 2466385.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05349, over 7834.20 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.33, pruned_loss=0.09367, over 2474173.87 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06687, over 20965.55 utterances.], batch size: 105, lr: 5.24e-04
2022-08-23 16:00:56,016 INFO [train.py:927] (0/8) Epoch 6, batch 15350, giga_loss[loss=0.2264, simple_loss=0.3342, pruned_loss=0.05931, over 12372.00 frames. utt_duration=1769 frames, utt_pad_proportion=0.02772, over 28.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09213, over 2474085.67 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06604, over 19015.55 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3141, pruned_loss=0.08007, over 2466444.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.05796, over 7919.88 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3294, pruned_loss=0.09262, over 2474653.29 frames. utt_duration=491 frames, utt_pad_proportion=0.06492, over 20220.44 utterances.], batch size: 28, lr: 5.23e-04
2022-08-23 16:02:37,802 INFO [train.py:927] (0/8) Epoch 6, batch 15400, giga_loss[loss=0.2531, simple_loss=0.3353, pruned_loss=0.08545, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02777, over 42.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3301, pruned_loss=0.09147, over 2474646.74 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06688, over 19113.35 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.08012, over 2466754.85 frames. utt_duration=1251 frames, utt_pad_proportion=0.05734, over 7898.22 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3313, pruned_loss=0.09194, over 2474928.05 frames. utt_duration=491 frames, utt_pad_proportion=0.06616, over 20223.80 utterances.], batch size: 42, lr: 5.23e-04
2022-08-23 16:04:21,503 INFO [train.py:927] (0/8) Epoch 6, batch 15450, giga_loss[loss=0.3483, simple_loss=0.4005, pruned_loss=0.1481, over 12389.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3334, pruned_loss=0.09351, over 2475655.26 frames. utt_duration=509 frames, utt_pad_proportion=0.06682, over 19513.06 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08038, over 2466931.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.05739, over 7907.27 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3344, pruned_loss=0.09389, over 2475863.26 frames. utt_duration=482.4 frames, utt_pad_proportion=0.0663, over 20591.55 utterances.], batch size: 182, lr: 5.23e-04
2022-08-23 16:06:01,362 INFO [train.py:927] (0/8) Epoch 6, batch 15500, giga_loss[loss=0.2987, simple_loss=0.362, pruned_loss=0.1177, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04984, over 161.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3341, pruned_loss=0.09537, over 2475470.56 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07121, over 19428.84 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3143, pruned_loss=0.08086, over 2467072.06 frames. utt_duration=1231 frames, utt_pad_proportion=0.06518, over 8024.31 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3359, pruned_loss=0.09594, over 2475968.15 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06794, over 20811.73 utterances.], batch size: 161, lr: 5.23e-04
2022-08-23 16:07:44,142 INFO [train.py:927] (0/8) Epoch 6, batch 15550, giga_loss[loss=0.3295, simple_loss=0.3704, pruned_loss=0.1443, over 12397.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3333, pruned_loss=0.09448, over 2475382.92 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07111, over 19350.04 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3142, pruned_loss=0.0809, over 2466929.38 frames. utt_duration=1233 frames, utt_pad_proportion=0.06438, over 8014.01 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3355, pruned_loss=0.09534, over 2476187.68 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06881, over 20826.24 utterances.], batch size: 259, lr: 5.23e-04
2022-08-23 16:09:27,150 INFO [train.py:927] (0/8) Epoch 6, batch 15600, giga_loss[loss=0.2381, simple_loss=0.3233, pruned_loss=0.07648, over 12402.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04429, over 26.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3325, pruned_loss=0.0913, over 2474425.79 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06616, over 18350.46 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08085, over 2466515.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06286, over 7979.32 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3348, pruned_loss=0.0924, over 2475694.60 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06517, over 19913.16 utterances.], batch size: 26, lr: 5.23e-04
2022-08-23 16:11:08,889 INFO [train.py:927] (0/8) Epoch 6, batch 15650, giga_loss[loss=0.2649, simple_loss=0.3404, pruned_loss=0.09467, over 12378.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.332, pruned_loss=0.0908, over 2473755.35 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06421, over 18786.61 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3141, pruned_loss=0.08073, over 2466498.12 frames. utt_duration=1242 frames, utt_pad_proportion=0.06213, over 7952.96 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3343, pruned_loss=0.09195, over 2474915.52 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06385, over 20231.35 utterances.], batch size: 146, lr: 5.23e-04
2022-08-23 16:12:52,057 INFO [train.py:927] (0/8) Epoch 6, batch 15700, giga_loss[loss=0.2419, simple_loss=0.3229, pruned_loss=0.08048, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03162, over 48.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3314, pruned_loss=0.09154, over 2473288.86 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06363, over 18885.25 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3139, pruned_loss=0.08067, over 2466515.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.06103, over 7929.31 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3338, pruned_loss=0.09277, over 2474365.39 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06383, over 20316.84 utterances.], batch size: 48, lr: 5.23e-04
2022-08-23 16:14:34,127 INFO [train.py:927] (0/8) Epoch 6, batch 15750, giga_loss[loss=0.2483, simple_loss=0.3194, pruned_loss=0.08863, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3292, pruned_loss=0.09157, over 2473509.75 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06908, over 19795.12 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3135, pruned_loss=0.08063, over 2466243.21 frames. utt_duration=1246 frames, utt_pad_proportion=0.06015, over 7923.79 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3321, pruned_loss=0.09296, over 2474874.31 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06928, over 21331.16 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:16:15,866 INFO [train.py:927] (0/8) Epoch 6, batch 15800, giga_loss[loss=0.2645, simple_loss=0.3304, pruned_loss=0.09926, over 12377.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3301, pruned_loss=0.09352, over 2475047.40 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07002, over 21099.54 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08087, over 2466459.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06479, over 8027.16 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3323, pruned_loss=0.09452, over 2476000.73 frames. utt_duration=445.1 frames, utt_pad_proportion=0.06881, over 22327.62 utterances.], batch size: 146, lr: 5.23e-04
2022-08-23 16:17:57,082 INFO [train.py:927] (0/8) Epoch 6, batch 15850, giga_loss[loss=0.1967, simple_loss=0.2736, pruned_loss=0.05988, over 12443.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0334, over 43.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3266, pruned_loss=0.09021, over 2475385.33 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06991, over 21608.82 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3137, pruned_loss=0.08084, over 2466413.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.06456, over 8019.02 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3285, pruned_loss=0.09107, over 2476215.21 frames. utt_duration=439 frames, utt_pad_proportion=0.06906, over 22640.65 utterances.], batch size: 43, lr: 5.23e-04
2022-08-23 16:19:45,049 INFO [train.py:927] (0/8) Epoch 6, batch 15900, giga_loss[loss=0.249, simple_loss=0.3117, pruned_loss=0.09312, over 12468.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03378, over 98.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.0886, over 2475404.78 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06696, over 21191.11 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.314, pruned_loss=0.0809, over 2466287.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06409, over 8002.89 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3259, pruned_loss=0.0893, over 2476255.61 frames. utt_duration=448.8 frames, utt_pad_proportion=0.06656, over 22144.42 utterances.], batch size: 98, lr: 5.22e-04
2022-08-23 16:21:30,831 INFO [train.py:927] (0/8) Epoch 6, batch 15950, giga_loss[loss=0.2221, simple_loss=0.3092, pruned_loss=0.06751, over 12386.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.249, simple_loss=0.322, pruned_loss=0.08801, over 2475403.33 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06973, over 21606.14 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3142, pruned_loss=0.08088, over 2466459.96 frames. utt_duration=1237 frames, utt_pad_proportion=0.06335, over 7985.94 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.323, pruned_loss=0.08865, over 2476032.89 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06955, over 22544.84 utterances.], batch size: 62, lr: 5.22e-04
2022-08-23 16:23:13,363 INFO [train.py:927] (0/8) Epoch 6, batch 16000, giga_loss[loss=0.2656, simple_loss=0.3478, pruned_loss=0.09169, over 12348.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02609, over 70.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.324, pruned_loss=0.08896, over 2475661.66 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07083, over 21994.32 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3142, pruned_loss=0.081, over 2466399.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.06222, over 7959.58 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3249, pruned_loss=0.08954, over 2476401.30 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07105, over 23076.27 utterances.], batch size: 70, lr: 5.22e-04
2022-08-23 16:24:56,208 INFO [train.py:927] (0/8) Epoch 6, batch 16050, giga_loss[loss=0.2255, simple_loss=0.2973, pruned_loss=0.07682, over 12221.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02474, over 39.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3235, pruned_loss=0.0891, over 2475551.19 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07835, over 22553.36 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08084, over 2466301.24 frames. utt_duration=1246 frames, utt_pad_proportion=0.0608, over 7929.14 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3248, pruned_loss=0.08993, over 2476498.31 frames. utt_duration=417 frames, utt_pad_proportion=0.07873, over 23839.33 utterances.], batch size: 39, lr: 5.22e-04
2022-08-23 16:26:39,861 INFO [train.py:927] (0/8) Epoch 6, batch 16100, giga_loss[loss=0.2613, simple_loss=0.3365, pruned_loss=0.09305, over 12354.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03253, over 97.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3249, pruned_loss=0.09058, over 2475997.17 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07793, over 22188.92 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3136, pruned_loss=0.08071, over 2466549.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.05991, over 7909.24 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.09156, over 2476719.12 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07868, over 23563.06 utterances.], batch size: 97, lr: 5.22e-04
2022-08-23 16:28:23,476 INFO [train.py:927] (0/8) Epoch 6, batch 16150, giga_loss[loss=0.2313, simple_loss=0.3173, pruned_loss=0.07268, over 12456.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03506, over 86.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.327, pruned_loss=0.09171, over 2475335.91 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08027, over 22048.85 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.314, pruned_loss=0.08101, over 2466969.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.06274, over 7956.59 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3281, pruned_loss=0.0925, over 2475814.62 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07999, over 23541.98 utterances.], batch size: 86, lr: 5.22e-04
2022-08-23 16:30:13,976 INFO [train.py:927] (0/8) Epoch 6, batch 16200, giga_loss[loss=0.2582, simple_loss=0.3379, pruned_loss=0.0893, over 12355.00 frames. utt_duration=619.4 frames, utt_pad_proportion=0.03678, over 80.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3281, pruned_loss=0.09237, over 2475146.31 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08234, over 22587.61 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3141, pruned_loss=0.08093, over 2466832.30 frames. utt_duration=1244 frames, utt_pad_proportion=0.06207, over 7938.50 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3293, pruned_loss=0.09327, over 2475801.36 frames. utt_duration=413.4 frames, utt_pad_proportion=0.08228, over 24039.26 utterances.], batch size: 80, lr: 5.22e-04
2022-08-23 16:31:57,536 INFO [train.py:927] (0/8) Epoch 6, batch 16250, giga_loss[loss=0.2404, simple_loss=0.3196, pruned_loss=0.08065, over 12356.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3267, pruned_loss=0.09053, over 2474190.33 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08198, over 22237.83 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3136, pruned_loss=0.08076, over 2466563.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.06056, over 7882.60 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3285, pruned_loss=0.09174, over 2475211.28 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08255, over 23921.33 utterances.], batch size: 91, lr: 5.22e-04
2022-08-23 16:33:43,612 INFO [train.py:927] (0/8) Epoch 6, batch 16300, giga_loss[loss=0.3494, simple_loss=0.3898, pruned_loss=0.1545, over 12386.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3279, pruned_loss=0.09284, over 2473982.74 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08771, over 23234.55 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.314, pruned_loss=0.08124, over 2466522.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.06387, over 7939.14 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3293, pruned_loss=0.09371, over 2475093.08 frames. utt_duration=397.3 frames, utt_pad_proportion=0.087, over 25012.98 utterances.], batch size: 259, lr: 5.22e-04
2022-08-23 16:35:26,874 INFO [train.py:927] (0/8) Epoch 6, batch 16350, giga_loss[loss=0.2724, simple_loss=0.3376, pruned_loss=0.1035, over 12399.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02548, over 91.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3276, pruned_loss=0.09323, over 2474653.46 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08127, over 22810.10 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3143, pruned_loss=0.08139, over 2466854.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.06313, over 7930.14 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3287, pruned_loss=0.09392, over 2475328.01 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0814, over 24424.39 utterances.], batch size: 91, lr: 5.22e-04
2022-08-23 16:37:08,130 INFO [train.py:927] (0/8) Epoch 6, batch 16400, giga_loss[loss=0.25, simple_loss=0.3248, pruned_loss=0.08755, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03494, over 51.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3289, pruned_loss=0.09374, over 2474874.50 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07883, over 22204.01 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3158, pruned_loss=0.08174, over 2467085.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.06593, over 7988.62 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09431, over 2475422.43 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07835, over 23854.29 utterances.], batch size: 51, lr: 5.22e-04
2022-08-23 16:38:51,375 INFO [train.py:927] (0/8) Epoch 6, batch 16450, giga_loss[loss=0.228, simple_loss=0.3102, pruned_loss=0.07286, over 12339.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3291, pruned_loss=0.09416, over 2474601.77 frames. utt_duration=450 frames, utt_pad_proportion=0.07886, over 22065.92 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08198, over 2466939.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06565, over 7991.87 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3291, pruned_loss=0.09466, over 2475341.46 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07864, over 23687.41 utterances.], batch size: 66, lr: 5.21e-04
2022-08-23 16:40:35,491 INFO [train.py:927] (0/8) Epoch 6, batch 16500, giga_loss[loss=0.2365, simple_loss=0.3083, pruned_loss=0.08231, over 12387.00 frames. utt_duration=1102 frames, utt_pad_proportion=0.02088, over 45.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3292, pruned_loss=0.09438, over 2475024.34 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07589, over 21516.45 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08202, over 2467153.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06493, over 7976.02 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3293, pruned_loss=0.09489, over 2475527.98 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07614, over 22979.37 utterances.], batch size: 45, lr: 5.21e-04
2022-08-23 16:41:49,991 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-148000.pt
2022-08-23 16:42:24,554 INFO [train.py:927] (0/8) Epoch 6, batch 16550, libri_loss[loss=0.2774, simple_loss=0.3315, pruned_loss=0.1116, over 12413.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03689, over 46.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3289, pruned_loss=0.09429, over 2474676.84 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07441, over 21295.65 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08205, over 2466926.71 frames. utt_duration=1242 frames, utt_pad_proportion=0.06341, over 7957.40 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3295, pruned_loss=0.09507, over 2475547.37 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07531, over 22935.62 utterances.], batch size: 46, lr: 5.21e-04
2022-08-23 16:44:09,442 INFO [train.py:927] (0/8) Epoch 6, batch 16600, giga_loss[loss=0.2477, simple_loss=0.328, pruned_loss=0.08372, over 12425.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3292, pruned_loss=0.09414, over 2474324.45 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07609, over 21960.35 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.082, over 2466818.50 frames. utt_duration=1243 frames, utt_pad_proportion=0.06293, over 7944.85 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3299, pruned_loss=0.09493, over 2475179.33 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07687, over 23383.53 utterances.], batch size: 133, lr: 5.21e-04
2022-08-23 16:45:52,800 INFO [train.py:927] (0/8) Epoch 6, batch 16650, giga_loss[loss=0.2654, simple_loss=0.3335, pruned_loss=0.09863, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03242, over 75.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3299, pruned_loss=0.09474, over 2474145.30 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07618, over 21779.37 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3157, pruned_loss=0.08211, over 2466785.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.0617, over 7923.39 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3309, pruned_loss=0.09557, over 2475017.67 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07727, over 23244.29 utterances.], batch size: 75, lr: 5.21e-04
2022-08-23 16:47:35,923 INFO [train.py:927] (0/8) Epoch 6, batch 16700, giga_loss[loss=0.3123, simple_loss=0.3661, pruned_loss=0.1293, over 12364.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1089, over 259.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3305, pruned_loss=0.09475, over 2473910.27 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07728, over 20936.43 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3158, pruned_loss=0.08239, over 2467032.86 frames. utt_duration=1229 frames, utt_pad_proportion=0.06987, over 8037.88 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3319, pruned_loss=0.09568, over 2474724.16 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07571, over 22576.64 utterances.], batch size: 259, lr: 5.21e-04
2022-08-23 16:49:19,302 INFO [train.py:927] (0/8) Epoch 6, batch 16750, giga_loss[loss=0.2701, simple_loss=0.3422, pruned_loss=0.09904, over 12395.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02489, over 66.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3303, pruned_loss=0.09368, over 2473701.92 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07585, over 20889.91 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3152, pruned_loss=0.08204, over 2466876.58 frames. utt_duration=1236 frames, utt_pad_proportion=0.06836, over 7993.32 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3324, pruned_loss=0.0951, over 2474710.22 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07528, over 22628.79 utterances.], batch size: 66, lr: 5.21e-04
2022-08-23 16:51:02,321 INFO [train.py:927] (0/8) Epoch 6, batch 16800, libri_loss[loss=0.1999, simple_loss=0.2798, pruned_loss=0.05994, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007544, over 31.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09205, over 2473942.73 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07496, over 20856.42 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3147, pruned_loss=0.08168, over 2466836.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06732, over 7967.63 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3306, pruned_loss=0.09372, over 2474900.97 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07498, over 22503.57 utterances.], batch size: 31, lr: 5.21e-04
2022-08-23 16:52:45,907 INFO [train.py:927] (0/8) Epoch 6, batch 16850, giga_loss[loss=0.2452, simple_loss=0.3257, pruned_loss=0.0824, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03127, over 75.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3303, pruned_loss=0.09371, over 2474629.33 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07763, over 21053.10 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.315, pruned_loss=0.0818, over 2467124.53 frames. utt_duration=1231 frames, utt_pad_proportion=0.06966, over 8023.58 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3324, pruned_loss=0.09523, over 2475341.63 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07684, over 22669.63 utterances.], batch size: 75, lr: 5.21e-04
2022-08-23 16:54:32,747 INFO [train.py:927] (0/8) Epoch 6, batch 16900, libri_loss[loss=0.2497, simple_loss=0.3201, pruned_loss=0.08963, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005355, over 34.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09458, over 2475111.63 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07508, over 21155.37 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3154, pruned_loss=0.08221, over 2467074.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.07281, over 8092.55 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3323, pruned_loss=0.09569, over 2475927.37 frames. utt_duration=438 frames, utt_pad_proportion=0.07381, over 22685.16 utterances.], batch size: 34, lr: 5.21e-04
2022-08-23 16:56:18,817 INFO [train.py:927] (0/8) Epoch 6, batch 16950, giga_loss[loss=0.2686, simple_loss=0.3328, pruned_loss=0.1022, over 12421.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06654, over 184.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3323, pruned_loss=0.09602, over 2475210.26 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07979, over 21961.54 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3155, pruned_loss=0.08224, over 2466881.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.07173, over 8075.80 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3337, pruned_loss=0.09711, over 2476170.84 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07894, over 23433.00 utterances.], batch size: 184, lr: 5.21e-04
2022-08-23 16:58:00,171 INFO [train.py:927] (0/8) Epoch 6, batch 17000, giga_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05956, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04314, over 34.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.0957, over 2474494.96 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07648, over 21098.62 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3151, pruned_loss=0.08216, over 2466710.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06997, over 8018.19 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3341, pruned_loss=0.09705, over 2475661.13 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07658, over 22752.51 utterances.], batch size: 34, lr: 5.21e-04
2022-08-23 16:59:41,786 INFO [train.py:927] (0/8) Epoch 6, batch 17050, giga_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08339, over 12375.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3315, pruned_loss=0.09453, over 2474495.40 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07566, over 20807.86 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3155, pruned_loss=0.08258, over 2466699.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.07351, over 8104.46 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3331, pruned_loss=0.09557, over 2475687.59 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07485, over 22409.80 utterances.], batch size: 122, lr: 5.20e-04
2022-08-23 17:01:28,440 INFO [train.py:927] (0/8) Epoch 6, batch 17100, giga_loss[loss=0.2644, simple_loss=0.3359, pruned_loss=0.09651, over 12352.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03045, over 58.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3299, pruned_loss=0.09332, over 2474354.95 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07198, over 20433.86 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3154, pruned_loss=0.08251, over 2466650.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.07237, over 8083.54 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3317, pruned_loss=0.09442, over 2475475.43 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07193, over 21953.95 utterances.], batch size: 58, lr: 5.20e-04
2022-08-23 17:03:12,061 INFO [train.py:927] (0/8) Epoch 6, batch 17150, giga_loss[loss=0.2626, simple_loss=0.3129, pruned_loss=0.1061, over 12350.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3272, pruned_loss=0.09186, over 2474115.11 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07342, over 20440.17 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3157, pruned_loss=0.08267, over 2466404.54 frames. utt_duration=1224 frames, utt_pad_proportion=0.07161, over 8073.36 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3284, pruned_loss=0.09271, over 2475353.59 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07351, over 21817.15 utterances.], batch size: 369, lr: 5.20e-04
2022-08-23 17:04:57,291 INFO [train.py:927] (0/8) Epoch 6, batch 17200, giga_loss[loss=0.349, simple_loss=0.3829, pruned_loss=0.1575, over 12347.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.324, pruned_loss=0.09072, over 2474159.17 frames. utt_duration=494 frames, utt_pad_proportion=0.07148, over 20094.99 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3152, pruned_loss=0.08245, over 2466554.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.07014, over 8020.80 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3258, pruned_loss=0.09184, over 2475252.24 frames. utt_duration=460 frames, utt_pad_proportion=0.07219, over 21592.93 utterances.], batch size: 258, lr: 5.20e-04
2022-08-23 17:06:42,332 INFO [train.py:927] (0/8) Epoch 6, batch 17250, giga_loss[loss=0.2324, simple_loss=0.3224, pruned_loss=0.07126, over 12344.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02863, over 66.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3236, pruned_loss=0.09119, over 2473665.50 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07515, over 20707.79 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3153, pruned_loss=0.08289, over 2466794.76 frames. utt_duration=1219 frames, utt_pad_proportion=0.07437, over 8105.18 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3251, pruned_loss=0.09184, over 2474452.74 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07401, over 22054.33 utterances.], batch size: 66, lr: 5.20e-04
2022-08-23 17:08:27,604 INFO [train.py:927] (0/8) Epoch 6, batch 17300, giga_loss[loss=0.232, simple_loss=0.3165, pruned_loss=0.0738, over 12391.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3214, pruned_loss=0.08726, over 2474770.89 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07549, over 21336.43 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3148, pruned_loss=0.08266, over 2467184.84 frames. utt_duration=1221 frames, utt_pad_proportion=0.07388, over 8095.83 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3231, pruned_loss=0.08812, over 2475201.49 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07476, over 22705.93 utterances.], batch size: 91, lr: 5.20e-04
2022-08-23 17:10:13,113 INFO [train.py:927] (0/8) Epoch 6, batch 17350, giga_loss[loss=0.2173, simple_loss=0.3017, pruned_loss=0.06647, over 12407.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04321, over 146.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08431, over 2475426.64 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0726, over 22070.15 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3144, pruned_loss=0.08253, over 2467677.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.07143, over 8050.45 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3212, pruned_loss=0.08526, over 2475664.86 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07296, over 23785.38 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:11:57,116 INFO [train.py:927] (0/8) Epoch 6, batch 17400, giga_loss[loss=0.1733, simple_loss=0.2542, pruned_loss=0.0462, over 12361.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1773, over 357.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3162, pruned_loss=0.08025, over 2475443.91 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07143, over 22407.82 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3139, pruned_loss=0.0823, over 2467568.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.07012, over 8012.59 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3184, pruned_loss=0.08123, over 2475901.51 frames. utt_duration=412 frames, utt_pad_proportion=0.07217, over 24124.94 utterances.], batch size: 357, lr: 5.20e-04
2022-08-23 17:13:42,962 INFO [train.py:927] (0/8) Epoch 6, batch 17450, giga_loss[loss=0.2301, simple_loss=0.3154, pruned_loss=0.07236, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03709, over 113.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3172, pruned_loss=0.0791, over 2475435.88 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07399, over 23151.42 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3156, pruned_loss=0.08248, over 2467820.00 frames. utt_duration=1234 frames, utt_pad_proportion=0.06936, over 8009.37 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07965, over 2475668.50 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07463, over 24708.55 utterances.], batch size: 113, lr: 5.20e-04
2022-08-23 17:15:24,370 INFO [train.py:927] (0/8) Epoch 6, batch 17500, libri_loss[loss=0.2096, simple_loss=0.2839, pruned_loss=0.06769, over 12126.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006365, over 32.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3135, pruned_loss=0.07665, over 2475016.82 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07307, over 23241.63 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3148, pruned_loss=0.08238, over 2467484.89 frames. utt_duration=1239 frames, utt_pad_proportion=0.06818, over 7975.04 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3144, pruned_loss=0.07702, over 2475826.59 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07407, over 25124.93 utterances.], batch size: 32, lr: 5.20e-04
2022-08-23 17:17:07,477 INFO [train.py:927] (0/8) Epoch 6, batch 17550, giga_loss[loss=0.2145, simple_loss=0.3002, pruned_loss=0.06439, over 12359.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02948, over 66.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3128, pruned_loss=0.07607, over 2475815.78 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07457, over 23601.06 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3146, pruned_loss=0.08237, over 2467646.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.07185, over 8033.05 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3136, pruned_loss=0.07622, over 2476490.82 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07417, over 25400.64 utterances.], batch size: 66, lr: 5.20e-04
2022-08-23 17:18:51,082 INFO [train.py:927] (0/8) Epoch 6, batch 17600, libri_loss[loss=0.226, simple_loss=0.2953, pruned_loss=0.07841, over 12288.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006202, over 32.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3097, pruned_loss=0.07414, over 2475856.18 frames. utt_duration=410.2 frames, utt_pad_proportion=0.0778, over 24230.92 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3144, pruned_loss=0.0824, over 2467895.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.0702, over 8022.69 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3105, pruned_loss=0.07403, over 2476446.53 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07778, over 26206.78 utterances.], batch size: 32, lr: 5.19e-04
2022-08-23 17:20:34,915 INFO [train.py:927] (0/8) Epoch 6, batch 17650, giga_loss[loss=0.1887, simple_loss=0.2864, pruned_loss=0.04551, over 12360.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3052, pruned_loss=0.07119, over 2475008.93 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07783, over 23777.01 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3136, pruned_loss=0.08204, over 2467622.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.06794, over 7953.97 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3063, pruned_loss=0.07101, over 2476052.03 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07851, over 26110.75 utterances.], batch size: 62, lr: 5.19e-04
2022-08-23 17:22:22,118 INFO [train.py:927] (0/8) Epoch 6, batch 17700, giga_loss[loss=0.2226, simple_loss=0.3075, pruned_loss=0.0688, over 12432.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.06991, over 2474949.54 frames. utt_duration=402 frames, utt_pad_proportion=0.07882, over 24718.42 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3135, pruned_loss=0.08195, over 2467237.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.06744, over 7939.47 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3038, pruned_loss=0.06976, over 2476215.14 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07945, over 26726.57 utterances.], batch size: 146, lr: 5.19e-04
2022-08-23 17:24:16,501 INFO [train.py:927] (0/8) Epoch 6, batch 17750, giga_loss[loss=0.2734, simple_loss=0.3383, pruned_loss=0.1043, over 12394.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3046, pruned_loss=0.0701, over 2475523.89 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07936, over 25642.40 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3136, pruned_loss=0.08184, over 2467157.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.06638, over 7918.86 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.06985, over 2476752.10 frames. utt_duration=361 frames, utt_pad_proportion=0.08012, over 27554.88 utterances.], batch size: 259, lr: 5.19e-04
2022-08-23 17:26:24,507 INFO [train.py:927] (0/8) Epoch 6, batch 17800, giga_loss[loss=0.2001, simple_loss=0.2873, pruned_loss=0.0565, over 12450.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02978, over 80.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3048, pruned_loss=0.07011, over 2475810.03 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0764, over 25495.33 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3136, pruned_loss=0.08181, over 2467243.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.06611, over 7920.72 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06983, over 2476777.43 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07726, over 27154.98 utterances.], batch size: 80, lr: 5.19e-04
2022-08-23 17:28:28,410 INFO [train.py:927] (0/8) Epoch 6, batch 17850, giga_loss[loss=0.1939, simple_loss=0.2854, pruned_loss=0.05118, over 12391.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3029, pruned_loss=0.06764, over 2476080.26 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07355, over 24997.06 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3138, pruned_loss=0.08188, over 2467331.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.06531, over 7916.95 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3028, pruned_loss=0.06718, over 2476869.99 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07467, over 26546.93 utterances.], batch size: 62, lr: 5.19e-04
2022-08-23 17:30:35,085 INFO [train.py:927] (0/8) Epoch 6, batch 17900, libri_loss[loss=0.2543, simple_loss=0.3164, pruned_loss=0.09609, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00541, over 34.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3002, pruned_loss=0.0667, over 2476524.95 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07428, over 24851.76 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3141, pruned_loss=0.0821, over 2467538.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.06435, over 7897.39 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2995, pruned_loss=0.06574, over 2477206.76 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07545, over 26577.19 utterances.], batch size: 34, lr: 5.19e-04
2022-08-23 17:32:26,382 INFO [train.py:927] (0/8) Epoch 6, batch 17950, giga_loss[loss=0.2007, simple_loss=0.2954, pruned_loss=0.05301, over 12348.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03039, over 70.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2987, pruned_loss=0.06627, over 2476798.88 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07128, over 24401.94 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3132, pruned_loss=0.08198, over 2467561.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.06229, over 7838.17 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2983, pruned_loss=0.06498, over 2477711.21 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07305, over 26553.78 utterances.], batch size: 70, lr: 5.19e-04
2022-08-23 17:34:33,130 INFO [train.py:927] (0/8) Epoch 6, batch 18000, giga_loss[loss=0.1791, simple_loss=0.2734, pruned_loss=0.04238, over 12331.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02293, over 45.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3014, pruned_loss=0.06683, over 2477109.35 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07133, over 23944.16 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08254, over 2467743.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06958, over 7997.51 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2998, pruned_loss=0.06475, over 2477994.35 frames. utt_duration=381.5 frames, utt_pad_proportion=0.07085, over 26066.18 utterances.], batch size: 45, lr: 5.19e-04
2022-08-23 17:34:33,136 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 17:34:46,679 INFO [train.py:967] (0/8) Epoch 6, validation: loss=0.1845, simple_loss=0.2937, pruned_loss=0.03759, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 17:36:55,994 INFO [train.py:927] (0/8) Epoch 6, batch 18050, giga_loss[loss=0.2359, simple_loss=0.319, pruned_loss=0.07636, over 12341.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3002, pruned_loss=0.0661, over 2476707.74 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06771, over 23668.85 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3144, pruned_loss=0.08255, over 2467311.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06807, over 7974.84 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2983, pruned_loss=0.06396, over 2478082.49 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06803, over 25835.60 utterances.], batch size: 85, lr: 5.19e-04
2022-08-23 17:38:56,072 INFO [train.py:927] (0/8) Epoch 6, batch 18100, giga_loss[loss=0.2071, simple_loss=0.3106, pruned_loss=0.05185, over 12447.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02843, over 122.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3033, pruned_loss=0.06631, over 2476387.08 frames. utt_duration=424 frames, utt_pad_proportion=0.06517, over 23431.19 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3147, pruned_loss=0.08268, over 2466763.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.06665, over 7937.01 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3011, pruned_loss=0.06405, over 2478264.30 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06603, over 25622.06 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:41:00,092 INFO [train.py:927] (0/8) Epoch 6, batch 18150, giga_loss[loss=0.2092, simple_loss=0.3052, pruned_loss=0.05655, over 12275.00 frames. utt_duration=964 frames, utt_pad_proportion=0.03892, over 51.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.304, pruned_loss=0.06544, over 2476902.20 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06895, over 24666.47 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3149, pruned_loss=0.08291, over 2466976.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.06508, over 7926.08 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3019, pruned_loss=0.06299, over 2478474.69 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06972, over 26849.04 utterances.], batch size: 51, lr: 5.19e-04
2022-08-23 17:43:09,080 INFO [train.py:927] (0/8) Epoch 6, batch 18200, giga_loss[loss=0.2221, simple_loss=0.3065, pruned_loss=0.06881, over 12403.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3041, pruned_loss=0.06523, over 2476668.20 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06858, over 24405.39 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08286, over 2466747.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.06414, over 7904.62 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3024, pruned_loss=0.06302, over 2478324.66 frames. utt_duration=375.7 frames, utt_pad_proportion=0.0695, over 26470.10 utterances.], batch size: 133, lr: 5.18e-04
2022-08-23 17:45:31,590 INFO [train.py:927] (0/8) Epoch 6, batch 18250, giga_loss[loss=0.2059, simple_loss=0.2847, pruned_loss=0.06354, over 12392.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1673, over 353.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3037, pruned_loss=0.06579, over 2477026.85 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06813, over 24401.60 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.314, pruned_loss=0.08259, over 2466869.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.06309, over 7882.23 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3027, pruned_loss=0.06388, over 2478460.46 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06918, over 26446.19 utterances.], batch size: 353, lr: 5.18e-04
2022-08-23 17:47:32,014 INFO [train.py:927] (0/8) Epoch 6, batch 18300, giga_loss[loss=0.2362, simple_loss=0.309, pruned_loss=0.08167, over 12434.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03658, over 98.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3016, pruned_loss=0.06576, over 2477166.70 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07053, over 24473.14 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3136, pruned_loss=0.08253, over 2466900.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.06095, over 7839.33 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3007, pruned_loss=0.0636, over 2478729.36 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07187, over 26863.37 utterances.], batch size: 98, lr: 5.18e-04
2022-08-23 17:49:40,389 INFO [train.py:927] (0/8) Epoch 6, batch 18350, giga_loss[loss=0.2195, simple_loss=0.3008, pruned_loss=0.06909, over 12352.00 frames. utt_duration=626.4 frames, utt_pad_proportion=0.02587, over 79.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2988, pruned_loss=0.06434, over 2477000.56 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06948, over 23969.59 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3135, pruned_loss=0.08257, over 2466799.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.06421, over 7887.81 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2979, pruned_loss=0.06221, over 2478575.08 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06994, over 26197.03 utterances.], batch size: 79, lr: 5.18e-04
2022-08-23 17:51:43,804 INFO [train.py:927] (0/8) Epoch 6, batch 18400, giga_loss[loss=0.1926, simple_loss=0.2716, pruned_loss=0.05675, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03128, over 85.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3002, pruned_loss=0.06465, over 2477297.67 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06698, over 23469.46 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3131, pruned_loss=0.08219, over 2466871.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.06364, over 7878.25 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2995, pruned_loss=0.0628, over 2478789.61 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06776, over 25702.08 utterances.], batch size: 85, lr: 5.18e-04
2022-08-23 17:53:37,121 INFO [train.py:927] (0/8) Epoch 6, batch 18450, giga_loss[loss=0.2407, simple_loss=0.3076, pruned_loss=0.08689, over 12200.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.03083, over 36.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2995, pruned_loss=0.06529, over 2477176.72 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06452, over 23286.77 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3126, pruned_loss=0.08194, over 2466575.24 frames. utt_duration=1259 frames, utt_pad_proportion=0.06204, over 7848.95 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2989, pruned_loss=0.06347, over 2478982.33 frames. utt_duration=388.3 frames, utt_pad_proportion=0.0658, over 25611.48 utterances.], batch size: 36, lr: 5.18e-04
2022-08-23 17:55:44,708 INFO [train.py:927] (0/8) Epoch 6, batch 18500, giga_loss[loss=0.2393, simple_loss=0.3318, pruned_loss=0.07336, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04547, over 146.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3, pruned_loss=0.06548, over 2477598.12 frames. utt_duration=414 frames, utt_pad_proportion=0.06788, over 24006.82 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3126, pruned_loss=0.08199, over 2466594.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.06251, over 7892.85 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2993, pruned_loss=0.06361, over 2479275.61 frames. utt_duration=380 frames, utt_pad_proportion=0.06854, over 26181.93 utterances.], batch size: 146, lr: 5.18e-04
2022-08-23 17:57:28,527 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-150000.pt
2022-08-23 17:58:12,499 INFO [train.py:927] (0/8) Epoch 6, batch 18550, giga_loss[loss=0.2032, simple_loss=0.294, pruned_loss=0.05618, over 12396.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05946, over 182.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3009, pruned_loss=0.06593, over 2477747.31 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07055, over 23829.46 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3125, pruned_loss=0.08192, over 2466872.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.06452, over 7926.83 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2998, pruned_loss=0.06363, over 2479454.05 frames. utt_duration=377 frames, utt_pad_proportion=0.07044, over 26391.30 utterances.], batch size: 182, lr: 5.18e-04
2022-08-23 18:00:16,236 INFO [train.py:927] (0/8) Epoch 6, batch 18600, giga_loss[loss=0.1735, simple_loss=0.2559, pruned_loss=0.04558, over 12394.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.0381, over 43.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06505, over 2477890.80 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06722, over 23584.12 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3124, pruned_loss=0.0821, over 2466948.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.06804, over 8004.90 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2964, pruned_loss=0.06263, over 2479472.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06657, over 25989.38 utterances.], batch size: 43, lr: 5.18e-04
2022-08-23 18:02:11,524 INFO [train.py:927] (0/8) Epoch 6, batch 18650, giga_loss[loss=0.1764, simple_loss=0.2768, pruned_loss=0.03799, over 12425.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05664, over 182.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.0638, over 2477312.71 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06966, over 23916.31 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3121, pruned_loss=0.08194, over 2466540.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.06732, over 7980.96 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2939, pruned_loss=0.06179, over 2479087.16 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06919, over 26063.67 utterances.], batch size: 182, lr: 5.18e-04
2022-08-23 18:04:10,608 INFO [train.py:927] (0/8) Epoch 6, batch 18700, giga_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05193, over 12449.00 frames. utt_duration=340 frames, utt_pad_proportion=0.0476, over 147.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2946, pruned_loss=0.06338, over 2477308.20 frames. utt_duration=420 frames, utt_pad_proportion=0.0681, over 23659.73 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3113, pruned_loss=0.0813, over 2466319.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06583, over 7932.87 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.294, pruned_loss=0.06169, over 2479322.70 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06828, over 25985.28 utterances.], batch size: 147, lr: 5.18e-04
2022-08-23 18:06:20,003 INFO [train.py:927] (0/8) Epoch 6, batch 18750, giga_loss[loss=0.2256, simple_loss=0.3038, pruned_loss=0.0737, over 12409.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04587, over 161.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2938, pruned_loss=0.06313, over 2476857.30 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07093, over 23860.04 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3111, pruned_loss=0.08136, over 2466098.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.07035, over 7987.50 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06137, over 2478865.66 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06947, over 25951.24 utterances.], batch size: 161, lr: 5.17e-04
2022-08-23 18:08:31,692 INFO [train.py:927] (0/8) Epoch 6, batch 18800, giga_loss[loss=0.2134, simple_loss=0.3042, pruned_loss=0.06124, over 12384.00 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0232, over 121.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2937, pruned_loss=0.06315, over 2476893.33 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06852, over 23696.34 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3107, pruned_loss=0.08121, over 2465948.48 frames. utt_duration=1243 frames, utt_pad_proportion=0.06919, over 7945.18 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2931, pruned_loss=0.06149, over 2478874.43 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06784, over 25743.77 utterances.], batch size: 121, lr: 5.17e-04
2022-08-23 18:10:28,313 INFO [train.py:927] (0/8) Epoch 6, batch 18850, giga_loss[loss=0.2023, simple_loss=0.2906, pruned_loss=0.05703, over 12359.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.02894, over 85.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.295, pruned_loss=0.06407, over 2477062.73 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06948, over 23799.14 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.312, pruned_loss=0.08188, over 2466045.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.06844, over 7938.63 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.293, pruned_loss=0.0617, over 2478809.91 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06908, over 25802.41 utterances.], batch size: 85, lr: 5.17e-04
2022-08-23 18:12:25,281 INFO [train.py:927] (0/8) Epoch 6, batch 18900, giga_loss[loss=0.2332, simple_loss=0.31, pruned_loss=0.07824, over 12418.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06967, over 212.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.297, pruned_loss=0.06372, over 2477740.40 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06817, over 24525.06 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.08229, over 2465957.71 frames. utt_duration=1247 frames, utt_pad_proportion=0.06763, over 7921.64 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2939, pruned_loss=0.06127, over 2479325.57 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06817, over 26337.47 utterances.], batch size: 212, lr: 5.17e-04
2022-08-23 18:14:23,299 INFO [train.py:927] (0/8) Epoch 6, batch 18950, giga_loss[loss=0.2392, simple_loss=0.31, pruned_loss=0.08421, over 12414.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09247, over 255.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.298, pruned_loss=0.06349, over 2477606.99 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06971, over 25189.15 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3133, pruned_loss=0.08219, over 2466049.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.067, over 7924.18 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2954, pruned_loss=0.06132, over 2479022.59 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06979, over 26923.12 utterances.], batch size: 255, lr: 5.17e-04
2022-08-23 18:16:23,112 INFO [train.py:927] (0/8) Epoch 6, batch 19000, giga_loss[loss=0.1728, simple_loss=0.2602, pruned_loss=0.04269, over 12343.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2971, pruned_loss=0.06345, over 2477549.45 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07058, over 25320.06 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3129, pruned_loss=0.08201, over 2466106.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.066, over 7897.85 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2952, pruned_loss=0.06156, over 2478849.03 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07089, over 27044.64 utterances.], batch size: 58, lr: 5.17e-04
2022-08-23 18:18:22,848 INFO [train.py:927] (0/8) Epoch 6, batch 19050, giga_loss[loss=0.2245, simple_loss=0.2972, pruned_loss=0.0759, over 12397.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03673, over 113.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2951, pruned_loss=0.06279, over 2478045.12 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07342, over 25254.55 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3129, pruned_loss=0.08215, over 2466470.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06954, over 7969.57 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.06085, over 2478958.68 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07265, over 26861.88 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:20:24,717 INFO [train.py:927] (0/8) Epoch 6, batch 19100, giga_loss[loss=0.2406, simple_loss=0.3106, pruned_loss=0.08526, over 12386.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1859, over 361.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2953, pruned_loss=0.06332, over 2477731.35 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07187, over 25184.04 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3123, pruned_loss=0.08187, over 2466316.19 frames. utt_duration=1243 frames, utt_pad_proportion=0.06817, over 7943.25 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2937, pruned_loss=0.0614, over 2478955.16 frames. utt_duration=368.1 frames, utt_pad_proportion=0.0717, over 27026.07 utterances.], batch size: 361, lr: 5.17e-04
2022-08-23 18:22:26,608 INFO [train.py:927] (0/8) Epoch 6, batch 19150, giga_loss[loss=0.2384, simple_loss=0.323, pruned_loss=0.0769, over 12421.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06923, over 213.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06414, over 2477518.09 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07013, over 24856.57 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3121, pruned_loss=0.08176, over 2466648.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06721, over 7948.66 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.06212, over 2478579.41 frames. utt_duration=370 frames, utt_pad_proportion=0.07043, over 26881.77 utterances.], batch size: 213, lr: 5.17e-04
2022-08-23 18:24:16,336 INFO [train.py:927] (0/8) Epoch 6, batch 19200, giga_loss[loss=0.2135, simple_loss=0.3041, pruned_loss=0.06147, over 12344.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03059, over 70.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3002, pruned_loss=0.0662, over 2477470.49 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07422, over 25599.21 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3131, pruned_loss=0.08241, over 2466758.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.07154, over 8062.79 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2977, pruned_loss=0.06366, over 2478429.84 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07301, over 27432.73 utterances.], batch size: 70, lr: 5.17e-04
2022-08-23 18:26:34,277 INFO [train.py:927] (0/8) Epoch 6, batch 19250, giga_loss[loss=0.2245, simple_loss=0.3072, pruned_loss=0.07086, over 12424.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05761, over 182.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3002, pruned_loss=0.06607, over 2477392.58 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0735, over 25216.75 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3129, pruned_loss=0.08245, over 2466785.73 frames. utt_duration=1223 frames, utt_pad_proportion=0.07138, over 8077.82 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2981, pruned_loss=0.06354, over 2478430.34 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07263, over 27146.49 utterances.], batch size: 182, lr: 5.17e-04
2022-08-23 18:28:31,647 INFO [train.py:927] (0/8) Epoch 6, batch 19300, giga_loss[loss=0.2246, simple_loss=0.3091, pruned_loss=0.06999, over 12465.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03158, over 92.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2997, pruned_loss=0.06579, over 2477821.55 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07008, over 24349.47 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.313, pruned_loss=0.08248, over 2466769.34 frames. utt_duration=1213 frames, utt_pad_proportion=0.0744, over 8146.39 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2974, pruned_loss=0.06319, over 2478996.19 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06861, over 26364.91 utterances.], batch size: 92, lr: 5.17e-04
2022-08-23 18:30:35,704 INFO [train.py:927] (0/8) Epoch 6, batch 19350, giga_loss[loss=0.2039, simple_loss=0.2956, pruned_loss=0.0561, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06558, over 2478132.24 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0677, over 24818.89 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3128, pruned_loss=0.08255, over 2466454.59 frames. utt_duration=1217 frames, utt_pad_proportion=0.07295, over 8117.00 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2966, pruned_loss=0.0631, over 2479566.66 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06709, over 26806.23 utterances.], batch size: 182, lr: 5.16e-04
2022-08-23 18:32:35,036 INFO [train.py:927] (0/8) Epoch 6, batch 19400, giga_loss[loss=0.2336, simple_loss=0.3245, pruned_loss=0.07136, over 12393.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04678, over 161.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06517, over 2478475.60 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06571, over 24214.05 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3135, pruned_loss=0.08293, over 2466601.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.07171, over 8106.14 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2955, pruned_loss=0.06246, over 2479762.02 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06564, over 26165.88 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:34:34,338 INFO [train.py:927] (0/8) Epoch 6, batch 19450, giga_loss[loss=0.1897, simple_loss=0.2913, pruned_loss=0.04407, over 12392.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.0351, over 122.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2979, pruned_loss=0.0635, over 2477742.57 frames. utt_duration=428.9 frames, utt_pad_proportion=0.06235, over 23174.12 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08291, over 2466420.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.07075, over 8081.21 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2954, pruned_loss=0.06105, over 2479102.60 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06276, over 25018.51 utterances.], batch size: 122, lr: 5.16e-04
2022-08-23 18:36:36,307 INFO [train.py:927] (0/8) Epoch 6, batch 19500, giga_loss[loss=0.2331, simple_loss=0.3211, pruned_loss=0.07257, over 12370.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02942, over 85.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2988, pruned_loss=0.06337, over 2476640.54 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06444, over 23089.75 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.314, pruned_loss=0.0831, over 2466054.64 frames. utt_duration=1212 frames, utt_pad_proportion=0.07509, over 8146.56 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2964, pruned_loss=0.06084, over 2478316.01 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06346, over 24861.18 utterances.], batch size: 85, lr: 5.16e-04
2022-08-23 18:38:39,529 INFO [train.py:927] (0/8) Epoch 6, batch 19550, giga_loss[loss=0.213, simple_loss=0.3023, pruned_loss=0.06185, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.06317, over 2477108.25 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06441, over 23248.25 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3139, pruned_loss=0.08328, over 2466239.29 frames. utt_duration=1206 frames, utt_pad_proportion=0.0771, over 8190.75 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06035, over 2478638.15 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06284, over 25099.62 utterances.], batch size: 182, lr: 5.16e-04
2022-08-23 18:40:56,793 INFO [train.py:927] (0/8) Epoch 6, batch 19600, libri_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08276, over 12278.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007589, over 37.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2987, pruned_loss=0.06292, over 2477196.12 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06837, over 24769.67 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.0832, over 2466006.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.07599, over 8169.16 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06037, over 2478819.68 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06724, over 26560.30 utterances.], batch size: 37, lr: 5.16e-04
2022-08-23 18:43:13,855 INFO [train.py:927] (0/8) Epoch 6, batch 19650, giga_loss[loss=0.193, simple_loss=0.2876, pruned_loss=0.04922, over 12367.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02912, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3012, pruned_loss=0.06374, over 2477566.92 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06559, over 24339.52 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3137, pruned_loss=0.08316, over 2466163.81 frames. utt_duration=1209 frames, utt_pad_proportion=0.07545, over 8172.58 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2994, pruned_loss=0.0615, over 2478862.59 frames. utt_duration=383 frames, utt_pad_proportion=0.06496, over 25969.51 utterances.], batch size: 70, lr: 5.16e-04
2022-08-23 18:45:29,239 INFO [train.py:927] (0/8) Epoch 6, batch 19700, giga_loss[loss=0.1734, simple_loss=0.2653, pruned_loss=0.04078, over 12468.00 frames. utt_duration=745.7 frames, utt_pad_proportion=0.03152, over 67.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.3002, pruned_loss=0.0632, over 2478039.98 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06288, over 24285.49 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.08313, over 2466117.56 frames. utt_duration=1207 frames, utt_pad_proportion=0.07538, over 8184.08 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2985, pruned_loss=0.06122, over 2479245.91 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06249, over 25765.49 utterances.], batch size: 67, lr: 5.16e-04
2022-08-23 18:47:35,323 INFO [train.py:927] (0/8) Epoch 6, batch 19750, giga_loss[loss=0.218, simple_loss=0.3085, pruned_loss=0.06378, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06215, over 2478379.43 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06105, over 24498.25 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08318, over 2466356.38 frames. utt_duration=1205 frames, utt_pad_proportion=0.07534, over 8196.43 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2975, pruned_loss=0.06025, over 2479284.67 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06077, over 25872.69 utterances.], batch size: 146, lr: 5.16e-04
2022-08-23 18:49:35,777 INFO [train.py:927] (0/8) Epoch 6, batch 19800, giga_loss[loss=0.2381, simple_loss=0.3272, pruned_loss=0.07448, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04178, over 133.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2993, pruned_loss=0.0626, over 2478281.57 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06483, over 25062.66 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3131, pruned_loss=0.08282, over 2465959.74 frames. utt_duration=1213 frames, utt_pad_proportion=0.07409, over 8145.07 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06095, over 2479612.80 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06464, over 26552.10 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:51:26,670 INFO [train.py:927] (0/8) Epoch 6, batch 19850, giga_loss[loss=0.1952, simple_loss=0.2786, pruned_loss=0.05589, over 12424.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03865, over 133.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2989, pruned_loss=0.06266, over 2478219.11 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06616, over 24758.74 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3126, pruned_loss=0.08258, over 2465972.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.07311, over 8118.29 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2983, pruned_loss=0.06121, over 2479471.33 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06618, over 26268.43 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:53:22,174 INFO [train.py:927] (0/8) Epoch 6, batch 19900, giga_loss[loss=0.2189, simple_loss=0.3067, pruned_loss=0.06557, over 12382.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2991, pruned_loss=0.06347, over 2477411.33 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06562, over 24274.87 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3129, pruned_loss=0.08261, over 2465962.22 frames. utt_duration=1218 frames, utt_pad_proportion=0.07182, over 8110.45 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06182, over 2478689.10 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06599, over 25868.53 utterances.], batch size: 70, lr: 5.16e-04
2022-08-23 18:55:03,956 INFO [train.py:927] (0/8) Epoch 6, batch 19950, giga_loss[loss=0.252, simple_loss=0.3195, pruned_loss=0.09228, over 12337.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3064, pruned_loss=0.06769, over 2476970.34 frames. utt_duration=429.4 frames, utt_pad_proportion=0.065, over 23139.04 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3128, pruned_loss=0.08268, over 2466008.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.07106, over 8084.94 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3055, pruned_loss=0.06611, over 2478077.95 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06555, over 24617.25 utterances.], batch size: 370, lr: 5.15e-04
2022-08-23 18:56:48,057 INFO [train.py:927] (0/8) Epoch 6, batch 20000, giga_loss[loss=0.2543, simple_loss=0.3326, pruned_loss=0.08798, over 12408.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3084, pruned_loss=0.06912, over 2475894.96 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06111, over 21867.83 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3133, pruned_loss=0.08277, over 2465748.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06997, over 8058.46 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3072, pruned_loss=0.06751, over 2477201.58 frames. utt_duration=426 frames, utt_pad_proportion=0.06208, over 23331.27 utterances.], batch size: 183, lr: 5.15e-04
2022-08-23 18:58:30,248 INFO [train.py:927] (0/8) Epoch 6, batch 20050, giga_loss[loss=0.1814, simple_loss=0.2713, pruned_loss=0.04574, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02755, over 70.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3027, pruned_loss=0.06745, over 2474782.48 frames. utt_duration=488 frames, utt_pad_proportion=0.05964, over 20340.71 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3133, pruned_loss=0.08244, over 2465382.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06847, over 8011.30 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3015, pruned_loss=0.06609, over 2476426.13 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06101, over 21905.39 utterances.], batch size: 70, lr: 5.15e-04
2022-08-23 19:00:13,152 INFO [train.py:927] (0/8) Epoch 6, batch 20100, giga_loss[loss=0.1782, simple_loss=0.2533, pruned_loss=0.05156, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03052, over 42.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.295, pruned_loss=0.0649, over 2474624.07 frames. utt_duration=497.2 frames, utt_pad_proportion=0.05916, over 19960.86 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3133, pruned_loss=0.08241, over 2465530.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06798, over 8011.01 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2939, pruned_loss=0.06364, over 2475927.54 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06044, over 21367.11 utterances.], batch size: 42, lr: 5.15e-04
2022-08-23 19:01:54,278 INFO [train.py:927] (0/8) Epoch 6, batch 20150, giga_loss[loss=0.1892, simple_loss=0.2737, pruned_loss=0.05237, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03303, over 80.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06282, over 2474547.28 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06522, over 19913.23 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3134, pruned_loss=0.08253, over 2465475.48 frames. utt_duration=1224 frames, utt_pad_proportion=0.07077, over 8067.21 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.0614, over 2475775.98 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06501, over 21195.54 utterances.], batch size: 80, lr: 5.15e-04
2022-08-23 19:03:37,149 INFO [train.py:927] (0/8) Epoch 6, batch 20200, giga_loss[loss=0.1878, simple_loss=0.2495, pruned_loss=0.06299, over 12356.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2835, pruned_loss=0.06107, over 2474188.13 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07094, over 20188.88 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3131, pruned_loss=0.08236, over 2465479.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.06998, over 8059.15 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2819, pruned_loss=0.05954, over 2475409.13 frames. utt_duration=461 frames, utt_pad_proportion=0.07066, over 21543.89 utterances.], batch size: 366, lr: 5.15e-04
2022-08-23 19:05:19,542 INFO [train.py:927] (0/8) Epoch 6, batch 20250, giga_loss[loss=0.1889, simple_loss=0.2652, pruned_loss=0.05633, over 12422.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06803, over 212.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.278, pruned_loss=0.05864, over 2473650.11 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06817, over 19918.52 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3129, pruned_loss=0.08231, over 2465413.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06929, over 8029.43 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2765, pruned_loss=0.05715, over 2474794.71 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06834, over 21189.81 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 19:07:02,129 INFO [train.py:927] (0/8) Epoch 6, batch 20300, giga_loss[loss=0.1746, simple_loss=0.2524, pruned_loss=0.04839, over 12376.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2739, pruned_loss=0.0569, over 2473568.45 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06414, over 19261.29 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3132, pruned_loss=0.08227, over 2465340.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.06847, over 8017.10 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2718, pruned_loss=0.05532, over 2474681.61 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06477, over 20483.20 utterances.], batch size: 62, lr: 5.15e-04
2022-08-23 19:08:45,096 INFO [train.py:927] (0/8) Epoch 6, batch 20350, giga_loss[loss=0.1798, simple_loss=0.2485, pruned_loss=0.05551, over 12411.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04541, over 34.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2687, pruned_loss=0.05466, over 2474215.23 frames. utt_duration=535.8 frames, utt_pad_proportion=0.0621, over 18522.11 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3125, pruned_loss=0.08187, over 2465713.94 frames. utt_duration=1234 frames, utt_pad_proportion=0.06771, over 8000.24 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2665, pruned_loss=0.053, over 2474999.34 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06295, over 19813.30 utterances.], batch size: 34, lr: 5.15e-04
2022-08-23 19:10:26,031 INFO [train.py:927] (0/8) Epoch 6, batch 20400, giga_loss[loss=0.2387, simple_loss=0.325, pruned_loss=0.07615, over 12440.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03525, over 98.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.271, pruned_loss=0.05684, over 2474024.51 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06707, over 18588.35 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08206, over 2466465.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.07188, over 8092.33 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2675, pruned_loss=0.05424, over 2474320.75 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06583, over 19985.29 utterances.], batch size: 98, lr: 5.15e-04
2022-08-23 19:12:08,663 INFO [train.py:927] (0/8) Epoch 6, batch 20450, giga_loss[loss=0.268, simple_loss=0.3473, pruned_loss=0.09432, over 12372.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2832, pruned_loss=0.06342, over 2473845.45 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06722, over 19162.79 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3125, pruned_loss=0.08218, over 2466433.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.07078, over 8070.57 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2797, pruned_loss=0.06086, over 2474259.92 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06659, over 20486.15 utterances.], batch size: 62, lr: 5.15e-04
2022-08-23 19:13:48,428 INFO [train.py:927] (0/8) Epoch 6, batch 20500, giga_loss[loss=0.2368, simple_loss=0.3166, pruned_loss=0.07846, over 12384.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02711, over 66.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2917, pruned_loss=0.06659, over 2473785.84 frames. utt_duration=533 frames, utt_pad_proportion=0.06496, over 18617.55 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3127, pruned_loss=0.08212, over 2466405.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.07031, over 8061.92 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2885, pruned_loss=0.06447, over 2474202.29 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06472, over 19767.54 utterances.], batch size: 66, lr: 5.15e-04
2022-08-23 19:15:03,339 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-152000.pt
2022-08-23 19:15:36,012 INFO [train.py:927] (0/8) Epoch 6, batch 20550, giga_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07481, over 12367.00 frames. utt_duration=1238 frames, utt_pad_proportion=0.04023, over 40.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2955, pruned_loss=0.06758, over 2473776.01 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06645, over 18674.66 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3131, pruned_loss=0.08224, over 2466784.73 frames. utt_duration=1228 frames, utt_pad_proportion=0.06896, over 8046.61 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2923, pruned_loss=0.06545, over 2473923.15 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06664, over 19843.55 utterances.], batch size: 40, lr: 5.14e-04
2022-08-23 19:17:19,162 INFO [train.py:927] (0/8) Epoch 6, batch 20600, giga_loss[loss=0.2531, simple_loss=0.3357, pruned_loss=0.08521, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03251, over 80.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3, pruned_loss=0.07021, over 2474315.03 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06731, over 18494.61 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3135, pruned_loss=0.08263, over 2467311.71 frames. utt_duration=1212 frames, utt_pad_proportion=0.07358, over 8155.36 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2965, pruned_loss=0.06771, over 2474187.68 frames. utt_duration=505 frames, utt_pad_proportion=0.06544, over 19656.95 utterances.], batch size: 80, lr: 5.14e-04
2022-08-23 19:19:02,350 INFO [train.py:927] (0/8) Epoch 6, batch 20650, giga_loss[loss=0.2236, simple_loss=0.3111, pruned_loss=0.06804, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02922, over 48.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3041, pruned_loss=0.07199, over 2474290.13 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07108, over 18801.59 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3135, pruned_loss=0.08252, over 2467184.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.07301, over 8143.83 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3013, pruned_loss=0.07002, over 2474360.26 frames. utt_duration=501 frames, utt_pad_proportion=0.06964, over 19815.60 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:20:43,302 INFO [train.py:927] (0/8) Epoch 6, batch 20700, giga_loss[loss=0.2162, simple_loss=0.3041, pruned_loss=0.06421, over 12344.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03366, over 62.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3075, pruned_loss=0.07285, over 2474196.06 frames. utt_duration=521.8 frames, utt_pad_proportion=0.07387, over 19020.88 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3135, pruned_loss=0.08244, over 2467328.60 frames. utt_duration=1205 frames, utt_pad_proportion=0.07614, over 8202.59 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07112, over 2474260.25 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07132, over 20003.88 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:22:23,645 INFO [train.py:927] (0/8) Epoch 6, batch 20750, giga_loss[loss=0.2475, simple_loss=0.3318, pruned_loss=0.08166, over 12432.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03606, over 98.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3106, pruned_loss=0.07318, over 2473461.04 frames. utt_duration=554.5 frames, utt_pad_proportion=0.07054, over 17890.78 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3146, pruned_loss=0.08278, over 2467330.98 frames. utt_duration=1208 frames, utt_pad_proportion=0.07457, over 8178.95 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.07117, over 2473701.02 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06906, over 19026.56 utterances.], batch size: 98, lr: 5.14e-04
2022-08-23 19:24:08,859 INFO [train.py:927] (0/8) Epoch 6, batch 20800, giga_loss[loss=0.2351, simple_loss=0.3195, pruned_loss=0.07537, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03192, over 42.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3114, pruned_loss=0.07275, over 2473760.28 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06603, over 17048.57 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3149, pruned_loss=0.08304, over 2467683.73 frames. utt_duration=1208 frames, utt_pad_proportion=0.07311, over 8179.54 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3084, pruned_loss=0.07056, over 2473832.74 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06555, over 18255.15 utterances.], batch size: 42, lr: 5.14e-04
2022-08-23 19:25:49,507 INFO [train.py:927] (0/8) Epoch 6, batch 20850, giga_loss[loss=0.2301, simple_loss=0.314, pruned_loss=0.07311, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03416, over 40.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3134, pruned_loss=0.07544, over 2473513.37 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06147, over 16683.07 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3145, pruned_loss=0.08288, over 2467124.02 frames. utt_duration=1213 frames, utt_pad_proportion=0.07185, over 8147.26 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3114, pruned_loss=0.07358, over 2474261.75 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06179, over 17916.61 utterances.], batch size: 40, lr: 5.14e-04
2022-08-23 19:27:34,148 INFO [train.py:927] (0/8) Epoch 6, batch 20900, giga_loss[loss=0.2246, simple_loss=0.298, pruned_loss=0.07558, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02329, over 48.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3132, pruned_loss=0.07641, over 2473869.36 frames. utt_duration=607 frames, utt_pad_proportion=0.05754, over 16343.13 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3141, pruned_loss=0.08278, over 2467218.83 frames. utt_duration=1215 frames, utt_pad_proportion=0.07124, over 8129.19 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3119, pruned_loss=0.07493, over 2474469.08 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05821, over 17449.90 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:29:19,069 INFO [train.py:927] (0/8) Epoch 6, batch 20950, giga_loss[loss=0.2163, simple_loss=0.2936, pruned_loss=0.06954, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02658, over 91.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3111, pruned_loss=0.07582, over 2473974.73 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05794, over 16283.15 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08268, over 2467445.68 frames. utt_duration=1212 frames, utt_pad_proportion=0.07329, over 8155.46 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3103, pruned_loss=0.07455, over 2474459.73 frames. utt_duration=570 frames, utt_pad_proportion=0.05753, over 17409.62 utterances.], batch size: 91, lr: 5.14e-04
2022-08-23 19:30:58,647 INFO [train.py:927] (0/8) Epoch 6, batch 21000, giga_loss[loss=0.2182, simple_loss=0.298, pruned_loss=0.06917, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02799, over 48.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07557, over 2473100.83 frames. utt_duration=618.1 frames, utt_pad_proportion=0.0578, over 16043.17 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3142, pruned_loss=0.08298, over 2467301.08 frames. utt_duration=1198 frames, utt_pad_proportion=0.07689, over 8250.57 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3094, pruned_loss=0.07388, over 2473961.74 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05526, over 17287.73 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:30:58,655 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 19:31:12,147 INFO [train.py:967] (0/8) 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 19:32:56,559 INFO [train.py:927] (0/8) Epoch 6, batch 21050, giga_loss[loss=0.2213, simple_loss=0.3015, pruned_loss=0.07061, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04617, over 34.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3076, pruned_loss=0.07483, over 2473231.35 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06445, over 17177.51 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.314, pruned_loss=0.08298, over 2467484.61 frames. utt_duration=1198 frames, utt_pad_proportion=0.07638, over 8246.11 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3068, pruned_loss=0.07342, over 2473782.66 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06237, over 18248.08 utterances.], batch size: 34, lr: 5.14e-04
2022-08-23 19:34:40,308 INFO [train.py:927] (0/8) Epoch 6, batch 21100, giga_loss[loss=0.2107, simple_loss=0.287, pruned_loss=0.06723, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04677, over 161.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07309, over 2473474.36 frames. utt_duration=554 frames, utt_pad_proportion=0.06502, over 17908.13 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08296, over 2467524.94 frames. utt_duration=1202 frames, utt_pad_proportion=0.07498, over 8221.24 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3026, pruned_loss=0.07176, over 2474012.18 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06386, over 18999.43 utterances.], batch size: 161, lr: 5.13e-04
2022-08-23 19:36:22,774 INFO [train.py:927] (0/8) Epoch 6, batch 21150, libri_loss[loss=0.27, simple_loss=0.3404, pruned_loss=0.09981, over 12230.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005684, over 31.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07274, over 2473532.85 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07485, over 19041.94 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08307, over 2467515.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.07387, over 8194.87 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3012, pruned_loss=0.07132, over 2474121.22 frames. utt_duration=492 frames, utt_pad_proportion=0.07393, over 20177.62 utterances.], batch size: 31, lr: 5.13e-04
2022-08-23 19:38:03,215 INFO [train.py:927] (0/8) Epoch 6, batch 21200, giga_loss[loss=0.213, simple_loss=0.2882, pruned_loss=0.06892, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03447, over 28.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3006, pruned_loss=0.07174, over 2472654.24 frames. utt_duration=539.5 frames, utt_pad_proportion=0.07285, over 18385.71 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3144, pruned_loss=0.08341, over 2467883.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.0724, over 8189.94 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.299, pruned_loss=0.07, over 2472931.22 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07279, over 19597.04 utterances.], batch size: 28, lr: 5.13e-04
2022-08-23 19:39:44,659 INFO [train.py:927] (0/8) Epoch 6, batch 21250, giga_loss[loss=0.1981, simple_loss=0.2712, pruned_loss=0.06246, over 12180.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04212, over 28.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.297, pruned_loss=0.07017, over 2472214.90 frames. utt_duration=573.4 frames, utt_pad_proportion=0.0666, over 17292.79 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3144, pruned_loss=0.08348, over 2467591.59 frames. utt_duration=1209 frames, utt_pad_proportion=0.07132, over 8177.45 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2954, pruned_loss=0.06841, over 2472799.32 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06731, over 18490.01 utterances.], batch size: 28, lr: 5.13e-04
2022-08-23 19:41:26,389 INFO [train.py:927] (0/8) Epoch 6, batch 21300, giga_loss[loss=0.1892, simple_loss=0.2598, pruned_loss=0.05926, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2945, pruned_loss=0.06946, over 2472011.79 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06708, over 17439.43 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3144, pruned_loss=0.08351, over 2467322.43 frames. utt_duration=1213 frames, utt_pad_proportion=0.06968, over 8146.46 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2927, pruned_loss=0.06765, over 2472850.47 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06821, over 18671.24 utterances.], batch size: 31, lr: 5.13e-04
2022-08-23 19:43:06,719 INFO [train.py:927] (0/8) Epoch 6, batch 21350, libri_loss[loss=0.2526, simple_loss=0.3278, pruned_loss=0.08875, over 12339.00 frames. utt_duration=760.6 frames, utt_pad_proportion=0.1347, over 65.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2903, pruned_loss=0.06725, over 2471264.01 frames. utt_duration=614.1 frames, utt_pad_proportion=0.06203, over 16137.39 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3136, pruned_loss=0.08301, over 2466933.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.06844, over 8097.43 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2887, pruned_loss=0.06564, over 2472489.47 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06375, over 17536.31 utterances.], batch size: 65, lr: 5.13e-04
2022-08-23 19:44:47,515 INFO [train.py:927] (0/8) Epoch 6, batch 21400, giga_loss[loss=0.1855, simple_loss=0.2674, pruned_loss=0.05178, over 12385.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02494, over 48.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2864, pruned_loss=0.06529, over 2471489.01 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06102, over 16058.72 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08298, over 2466943.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.06892, over 8121.94 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.285, pruned_loss=0.06399, over 2472456.54 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06223, over 17166.78 utterances.], batch size: 48, lr: 5.13e-04
2022-08-23 19:46:29,770 INFO [train.py:927] (0/8) Epoch 6, batch 21450, giga_loss[loss=0.2401, simple_loss=0.32, pruned_loss=0.08016, over 12435.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04811, over 161.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2872, pruned_loss=0.0657, over 2471077.62 frames. utt_duration=597 frames, utt_pad_proportion=0.06524, over 16598.39 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3145, pruned_loss=0.08321, over 2467226.06 frames. utt_duration=1206 frames, utt_pad_proportion=0.07281, over 8196.56 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2848, pruned_loss=0.06411, over 2471677.58 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06408, over 17558.02 utterances.], batch size: 161, lr: 5.13e-04
2022-08-23 19:48:15,410 INFO [train.py:927] (0/8) Epoch 6, batch 21500, giga_loss[loss=0.2523, simple_loss=0.3265, pruned_loss=0.08899, over 12381.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03508, over 122.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2898, pruned_loss=0.06754, over 2471793.04 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06135, over 16690.09 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08314, over 2467302.74 frames. utt_duration=1212 frames, utt_pad_proportion=0.07172, over 8151.99 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2878, pruned_loss=0.06598, over 2472302.51 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06099, over 17687.55 utterances.], batch size: 122, lr: 5.13e-04
2022-08-23 19:49:56,963 INFO [train.py:927] (0/8) Epoch 6, batch 21550, giga_loss[loss=0.2421, simple_loss=0.3196, pruned_loss=0.0823, over 12134.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04209, over 33.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2968, pruned_loss=0.0722, over 2472214.71 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06629, over 16993.60 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3144, pruned_loss=0.08357, over 2467685.52 frames. utt_duration=1200 frames, utt_pad_proportion=0.07417, over 8235.98 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2943, pruned_loss=0.07023, over 2472403.70 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06467, over 17946.02 utterances.], batch size: 33, lr: 5.13e-04
2022-08-23 19:51:39,545 INFO [train.py:927] (0/8) Epoch 6, batch 21600, giga_loss[loss=0.2415, simple_loss=0.319, pruned_loss=0.08199, over 12389.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03891, over 113.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3015, pruned_loss=0.07395, over 2472115.39 frames. utt_duration=573 frames, utt_pad_proportion=0.06946, over 17301.12 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3141, pruned_loss=0.0835, over 2467738.07 frames. utt_duration=1205 frames, utt_pad_proportion=0.07281, over 8204.41 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2994, pruned_loss=0.07219, over 2472314.29 frames. utt_duration=542 frames, utt_pad_proportion=0.06856, over 18295.96 utterances.], batch size: 113, lr: 5.13e-04
2022-08-23 19:53:21,507 INFO [train.py:927] (0/8) Epoch 6, batch 21650, giga_loss[loss=0.2522, simple_loss=0.3341, pruned_loss=0.08518, over 12443.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3088, pruned_loss=0.077, over 2473176.12 frames. utt_duration=530 frames, utt_pad_proportion=0.07478, over 18717.19 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3142, pruned_loss=0.08358, over 2467615.94 frames. utt_duration=1206 frames, utt_pad_proportion=0.072, over 8197.34 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3069, pruned_loss=0.07539, over 2473529.32 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07417, over 19686.43 utterances.], batch size: 123, lr: 5.13e-04
2022-08-23 19:55:00,507 INFO [train.py:927] (0/8) Epoch 6, batch 21700, giga_loss[loss=0.2933, simple_loss=0.3535, pruned_loss=0.1166, over 12370.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3073, pruned_loss=0.07469, over 2473245.67 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07303, over 18702.19 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3145, pruned_loss=0.08361, over 2467702.14 frames. utt_duration=1212 frames, utt_pad_proportion=0.07042, over 8154.88 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3054, pruned_loss=0.07319, over 2473586.55 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07319, over 19782.44 utterances.], batch size: 212, lr: 5.12e-04
2022-08-23 19:56:40,731 INFO [train.py:927] (0/8) Epoch 6, batch 21750, giga_loss[loss=0.239, simple_loss=0.3209, pruned_loss=0.07858, over 12382.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03879, over 145.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07407, over 2473377.11 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07532, over 19501.40 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3145, pruned_loss=0.08371, over 2467944.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.07372, over 8213.35 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3055, pruned_loss=0.07255, over 2473537.88 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07412, over 20554.09 utterances.], batch size: 145, lr: 5.12e-04
2022-08-23 19:58:24,358 INFO [train.py:927] (0/8) Epoch 6, batch 21800, giga_loss[loss=0.2381, simple_loss=0.3179, pruned_loss=0.07914, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03326, over 62.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3086, pruned_loss=0.07497, over 2472741.47 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07563, over 18651.87 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3143, pruned_loss=0.08377, over 2468081.85 frames. utt_duration=1198 frames, utt_pad_proportion=0.07614, over 8250.40 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.07339, over 2472907.95 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07381, over 19864.92 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:00:09,132 INFO [train.py:927] (0/8) Epoch 6, batch 21850, giga_loss[loss=0.2571, simple_loss=0.3287, pruned_loss=0.09279, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03971, over 133.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07591, over 2472517.59 frames. utt_duration=554.8 frames, utt_pad_proportion=0.07202, over 17873.40 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3138, pruned_loss=0.08335, over 2468102.80 frames. utt_duration=1204 frames, utt_pad_proportion=0.0742, over 8208.21 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3091, pruned_loss=0.07476, over 2472791.30 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07143, over 19197.02 utterances.], batch size: 133, lr: 5.12e-04
2022-08-23 20:01:51,708 INFO [train.py:927] (0/8) Epoch 6, batch 21900, giga_loss[loss=0.2223, simple_loss=0.3056, pruned_loss=0.06948, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.0329, over 62.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3121, pruned_loss=0.0777, over 2472329.58 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0713, over 17989.82 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3143, pruned_loss=0.08356, over 2468273.16 frames. utt_duration=1195 frames, utt_pad_proportion=0.07761, over 8271.89 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3109, pruned_loss=0.07646, over 2472465.96 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06943, over 19168.24 utterances.], batch size: 62, lr: 5.12e-04
2022-08-23 20:03:36,336 INFO [train.py:927] (0/8) Epoch 6, batch 21950, giga_loss[loss=0.2342, simple_loss=0.3171, pruned_loss=0.07569, over 12145.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04132, over 33.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.07814, over 2472229.08 frames. utt_duration=542.2 frames, utt_pad_proportion=0.07486, over 18287.93 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08353, over 2468513.23 frames. utt_duration=1194 frames, utt_pad_proportion=0.07704, over 8277.18 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.312, pruned_loss=0.07709, over 2472197.95 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07337, over 19386.82 utterances.], batch size: 33, lr: 5.12e-04
2022-08-23 20:05:18,929 INFO [train.py:927] (0/8) Epoch 6, batch 22000, giga_loss[loss=0.222, simple_loss=0.3055, pruned_loss=0.0692, over 12170.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03359, over 36.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3145, pruned_loss=0.07774, over 2472604.43 frames. utt_duration=575 frames, utt_pad_proportion=0.07118, over 17247.13 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08354, over 2468550.39 frames. utt_duration=1194 frames, utt_pad_proportion=0.07649, over 8277.43 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3133, pruned_loss=0.07686, over 2472582.22 frames. utt_duration=545.1 frames, utt_pad_proportion=0.07031, over 18192.80 utterances.], batch size: 36, lr: 5.12e-04
2022-08-23 20:07:02,550 INFO [train.py:927] (0/8) Epoch 6, batch 22050, giga_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.0818, over 12439.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03494, over 86.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3137, pruned_loss=0.07762, over 2472311.88 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06881, over 16815.24 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3146, pruned_loss=0.08371, over 2468370.15 frames. utt_duration=1188 frames, utt_pad_proportion=0.07914, over 8324.65 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3129, pruned_loss=0.07658, over 2472550.11 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06691, over 17758.49 utterances.], batch size: 86, lr: 5.12e-04
2022-08-23 20:08:46,639 INFO [train.py:927] (0/8) Epoch 6, batch 22100, giga_loss[loss=0.2218, simple_loss=0.2986, pruned_loss=0.07252, over 12220.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03858, over 28.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3131, pruned_loss=0.07794, over 2472154.44 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06769, over 16544.81 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3145, pruned_loss=0.08369, over 2468254.30 frames. utt_duration=1189 frames, utt_pad_proportion=0.07886, over 8314.03 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3125, pruned_loss=0.07712, over 2472457.28 frames. utt_duration=572.3 frames, utt_pad_proportion=0.0663, over 17326.73 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:10:28,079 INFO [train.py:927] (0/8) Epoch 6, batch 22150, giga_loss[loss=0.2474, simple_loss=0.3248, pruned_loss=0.08503, over 12405.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3121, pruned_loss=0.07685, over 2471658.65 frames. utt_duration=634.6 frames, utt_pad_proportion=0.06262, over 15617.08 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3143, pruned_loss=0.08341, over 2468590.74 frames. utt_duration=1193 frames, utt_pad_proportion=0.07804, over 8285.50 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3118, pruned_loss=0.07638, over 2471636.25 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06198, over 16364.63 utterances.], batch size: 146, lr: 5.12e-04
2022-08-23 20:12:12,477 INFO [train.py:927] (0/8) Epoch 6, batch 22200, giga_loss[loss=0.246, simple_loss=0.3161, pruned_loss=0.08795, over 12457.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3141, pruned_loss=0.07824, over 2472700.16 frames. utt_duration=621 frames, utt_pad_proportion=0.06461, over 15964.54 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3154, pruned_loss=0.08401, over 2468815.99 frames. utt_duration=1183 frames, utt_pad_proportion=0.0805, over 8361.41 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3129, pruned_loss=0.07713, over 2472585.03 frames. utt_duration=593 frames, utt_pad_proportion=0.0624, over 16719.96 utterances.], batch size: 105, lr: 5.12e-04
2022-08-23 20:13:53,964 INFO [train.py:927] (0/8) Epoch 6, batch 22250, giga_loss[loss=0.2325, simple_loss=0.3099, pruned_loss=0.07756, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03298, over 39.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3127, pruned_loss=0.07769, over 2472609.43 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06332, over 15632.65 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3154, pruned_loss=0.08406, over 2468860.34 frames. utt_duration=1185 frames, utt_pad_proportion=0.07993, over 8343.86 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07671, over 2472518.13 frames. utt_duration=607.8 frames, utt_pad_proportion=0.06181, over 16312.80 utterances.], batch size: 39, lr: 5.12e-04
2022-08-23 20:15:37,649 INFO [train.py:927] (0/8) Epoch 6, batch 22300, giga_loss[loss=0.1933, simple_loss=0.2736, pruned_loss=0.05655, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0343, over 37.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07588, over 2472251.73 frames. utt_duration=648.4 frames, utt_pad_proportion=0.06455, over 15286.73 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.315, pruned_loss=0.08389, over 2468925.62 frames. utt_duration=1191 frames, utt_pad_proportion=0.07824, over 8304.94 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07505, over 2472223.62 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06388, over 16063.82 utterances.], batch size: 37, lr: 5.11e-04
2022-08-23 20:17:18,528 INFO [train.py:927] (0/8) Epoch 6, batch 22350, giga_loss[loss=0.2286, simple_loss=0.3025, pruned_loss=0.07728, over 12227.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03134, over 39.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3081, pruned_loss=0.07563, over 2472789.92 frames. utt_duration=631.7 frames, utt_pad_proportion=0.066, over 15694.96 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3156, pruned_loss=0.08404, over 2469276.92 frames. utt_duration=1188 frames, utt_pad_proportion=0.07761, over 8322.76 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07469, over 2472509.68 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06558, over 16429.26 utterances.], batch size: 39, lr: 5.11e-04
2022-08-23 20:18:58,375 INFO [train.py:927] (0/8) Epoch 6, batch 22400, giga_loss[loss=0.2022, simple_loss=0.2761, pruned_loss=0.06418, over 12297.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02804, over 45.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3051, pruned_loss=0.07436, over 2472989.90 frames. utt_duration=644.7 frames, utt_pad_proportion=0.06055, over 15379.04 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3158, pruned_loss=0.084, over 2469185.92 frames. utt_duration=1190 frames, utt_pad_proportion=0.07634, over 8309.00 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3039, pruned_loss=0.07346, over 2472917.69 frames. utt_duration=614.7 frames, utt_pad_proportion=0.06085, over 16132.11 utterances.], batch size: 45, lr: 5.11e-04
2022-08-23 20:20:40,394 INFO [train.py:927] (0/8) Epoch 6, batch 22450, giga_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06688, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02678, over 91.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.303, pruned_loss=0.07377, over 2472561.62 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06484, over 16575.86 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3156, pruned_loss=0.08398, over 2469227.06 frames. utt_duration=1193 frames, utt_pad_proportion=0.07546, over 8289.44 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3021, pruned_loss=0.07295, over 2472528.89 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0652, over 17288.36 utterances.], batch size: 91, lr: 5.11e-04
2022-08-23 20:22:18,318 INFO [train.py:927] (0/8) Epoch 6, batch 22500, libri_loss[loss=0.2898, simple_loss=0.3574, pruned_loss=0.1111, over 12374.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01412, over 41.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3031, pruned_loss=0.07296, over 2472776.09 frames. utt_duration=591.6 frames, utt_pad_proportion=0.06376, over 16761.61 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3162, pruned_loss=0.08422, over 2469495.41 frames. utt_duration=1184 frames, utt_pad_proportion=0.07767, over 8355.77 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3014, pruned_loss=0.07179, over 2472605.29 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06303, over 17504.03 utterances.], batch size: 41, lr: 5.11e-04
2022-08-23 20:23:30,328 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-154000.pt
2022-08-23 20:24:04,239 INFO [train.py:927] (0/8) Epoch 6, batch 22550, giga_loss[loss=0.2034, simple_loss=0.2913, pruned_loss=0.05773, over 12321.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3044, pruned_loss=0.07282, over 2473413.84 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06233, over 17573.63 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3161, pruned_loss=0.08416, over 2469339.74 frames. utt_duration=1186 frames, utt_pad_proportion=0.07694, over 8339.45 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.303, pruned_loss=0.0718, over 2473464.54 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06206, over 18295.76 utterances.], batch size: 62, lr: 5.11e-04
2022-08-23 20:25:42,705 INFO [train.py:927] (0/8) Epoch 6, batch 22600, giga_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07533, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3049, pruned_loss=0.07266, over 2472833.19 frames. utt_duration=556.9 frames, utt_pad_proportion=0.0628, over 17810.33 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3163, pruned_loss=0.08434, over 2468669.75 frames. utt_duration=1181 frames, utt_pad_proportion=0.07933, over 8373.34 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3032, pruned_loss=0.07124, over 2473641.65 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06137, over 18750.76 utterances.], batch size: 51, lr: 5.11e-04
2022-08-23 20:27:23,756 INFO [train.py:927] (0/8) Epoch 6, batch 22650, giga_loss[loss=0.1932, simple_loss=0.2713, pruned_loss=0.05757, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03264, over 37.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3027, pruned_loss=0.07181, over 2473020.59 frames. utt_duration=576 frames, utt_pad_proportion=0.06146, over 17220.11 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3157, pruned_loss=0.08411, over 2468599.14 frames. utt_duration=1185 frames, utt_pad_proportion=0.07785, over 8340.30 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3016, pruned_loss=0.07056, over 2473845.42 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06079, over 18253.90 utterances.], batch size: 37, lr: 5.11e-04
2022-08-23 20:29:05,640 INFO [train.py:927] (0/8) Epoch 6, batch 22700, giga_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06921, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0348, over 39.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3024, pruned_loss=0.07158, over 2473133.45 frames. utt_duration=598 frames, utt_pad_proportion=0.05658, over 16585.75 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3154, pruned_loss=0.08399, over 2468544.45 frames. utt_duration=1188 frames, utt_pad_proportion=0.07646, over 8323.71 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3013, pruned_loss=0.0703, over 2473969.49 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05663, over 17704.63 utterances.], batch size: 39, lr: 5.11e-04
2022-08-23 20:30:48,896 INFO [train.py:927] (0/8) Epoch 6, batch 22750, giga_loss[loss=0.2418, simple_loss=0.3114, pruned_loss=0.08614, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02711, over 48.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3039, pruned_loss=0.07162, over 2473360.30 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06049, over 16994.30 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3153, pruned_loss=0.08393, over 2468498.73 frames. utt_duration=1190 frames, utt_pad_proportion=0.0759, over 8305.52 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.303, pruned_loss=0.07055, over 2474106.30 frames. utt_duration=552 frames, utt_pad_proportion=0.06053, over 17976.49 utterances.], batch size: 48, lr: 5.11e-04
2022-08-23 20:32:26,936 INFO [train.py:927] (0/8) Epoch 6, batch 22800, giga_loss[loss=0.214, simple_loss=0.3001, pruned_loss=0.0639, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03055, over 75.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3046, pruned_loss=0.0718, over 2472769.56 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05739, over 16504.33 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3155, pruned_loss=0.08388, over 2468273.95 frames. utt_duration=1194 frames, utt_pad_proportion=0.07478, over 8278.12 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3034, pruned_loss=0.07072, over 2473663.39 frames. utt_duration=567 frames, utt_pad_proportion=0.05791, over 17498.58 utterances.], batch size: 75, lr: 5.11e-04
2022-08-23 20:34:07,077 INFO [train.py:927] (0/8) Epoch 6, batch 22850, giga_loss[loss=0.216, simple_loss=0.3055, pruned_loss=0.06324, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3057, pruned_loss=0.07252, over 2473195.55 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06138, over 16851.18 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3154, pruned_loss=0.08388, over 2468354.42 frames. utt_duration=1196 frames, utt_pad_proportion=0.07443, over 8262.41 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07158, over 2473868.25 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06169, over 17713.08 utterances.], batch size: 58, lr: 5.11e-04
2022-08-23 20:35:47,705 INFO [train.py:927] (0/8) Epoch 6, batch 22900, giga_loss[loss=0.1817, simple_loss=0.2639, pruned_loss=0.04974, over 12458.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04346, over 31.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3039, pruned_loss=0.07194, over 2473808.48 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06085, over 17092.57 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3153, pruned_loss=0.08385, over 2468763.07 frames. utt_duration=1202 frames, utt_pad_proportion=0.07307, over 8223.30 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.303, pruned_loss=0.07094, over 2474098.09 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06153, over 18014.04 utterances.], batch size: 31, lr: 5.10e-04
2022-08-23 20:37:23,197 INFO [train.py:927] (0/8) Epoch 6, batch 22950, giga_loss[loss=0.2277, simple_loss=0.3084, pruned_loss=0.07353, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02818, over 48.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3025, pruned_loss=0.07113, over 2473802.49 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05959, over 16704.50 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3151, pruned_loss=0.08386, over 2468782.69 frames. utt_duration=1194 frames, utt_pad_proportion=0.07624, over 8281.80 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3017, pruned_loss=0.07002, over 2474161.16 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05879, over 17615.69 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:39:02,690 INFO [train.py:927] (0/8) Epoch 6, batch 23000, giga_loss[loss=0.1921, simple_loss=0.2836, pruned_loss=0.05031, over 12391.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02664, over 66.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.07142, over 2474356.83 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06449, over 17734.53 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3156, pruned_loss=0.08421, over 2468904.57 frames. utt_duration=1181 frames, utt_pad_proportion=0.07967, over 8369.89 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3033, pruned_loss=0.07007, over 2474594.90 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06227, over 18496.49 utterances.], batch size: 66, lr: 5.10e-04
2022-08-23 20:40:41,804 INFO [train.py:927] (0/8) Epoch 6, batch 23050, giga_loss[loss=0.1995, simple_loss=0.2726, pruned_loss=0.06314, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03766, over 37.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3016, pruned_loss=0.07011, over 2474399.90 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05954, over 16906.33 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3153, pruned_loss=0.08404, over 2468897.16 frames. utt_duration=1184 frames, utt_pad_proportion=0.07882, over 8352.41 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3007, pruned_loss=0.06902, over 2474672.73 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05815, over 17641.65 utterances.], batch size: 37, lr: 5.10e-04
2022-08-23 20:42:22,966 INFO [train.py:927] (0/8) Epoch 6, batch 23100, giga_loss[loss=0.2365, simple_loss=0.3095, pruned_loss=0.08175, over 12370.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06663, over 210.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3005, pruned_loss=0.07066, over 2474210.54 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05996, over 17159.74 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3151, pruned_loss=0.08408, over 2468874.86 frames. utt_duration=1194 frames, utt_pad_proportion=0.07638, over 8281.89 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2994, pruned_loss=0.06918, over 2474662.41 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05961, over 18185.03 utterances.], batch size: 210, lr: 5.10e-04
2022-08-23 20:44:03,857 INFO [train.py:927] (0/8) Epoch 6, batch 23150, giga_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05697, over 12397.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.0262, over 70.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2994, pruned_loss=0.0707, over 2474209.63 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06294, over 17928.23 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3152, pruned_loss=0.08412, over 2469058.09 frames. utt_duration=1195 frames, utt_pad_proportion=0.07548, over 8276.67 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2983, pruned_loss=0.06933, over 2474473.01 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06279, over 18858.37 utterances.], batch size: 70, lr: 5.10e-04
2022-08-23 20:45:42,917 INFO [train.py:927] (0/8) Epoch 6, batch 23200, giga_loss[loss=0.219, simple_loss=0.2828, pruned_loss=0.07763, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03702, over 28.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2954, pruned_loss=0.06902, over 2474264.17 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06151, over 17458.96 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3146, pruned_loss=0.08361, over 2469025.48 frames. utt_duration=1201 frames, utt_pad_proportion=0.07415, over 8232.22 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2947, pruned_loss=0.06806, over 2474607.81 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06185, over 18447.82 utterances.], batch size: 28, lr: 5.10e-04
2022-08-23 20:47:24,388 INFO [train.py:927] (0/8) Epoch 6, batch 23250, giga_loss[loss=0.242, simple_loss=0.3233, pruned_loss=0.08038, over 12380.00 frames. utt_duration=270.8 frames, utt_pad_proportion=0.06948, over 184.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2942, pruned_loss=0.06831, over 2474105.26 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05823, over 16979.10 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.314, pruned_loss=0.08334, over 2468979.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07275, over 8195.81 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2933, pruned_loss=0.06718, over 2474632.34 frames. utt_duration=546.1 frames, utt_pad_proportion=0.059, over 18177.01 utterances.], batch size: 184, lr: 5.10e-04
2022-08-23 20:49:03,736 INFO [train.py:927] (0/8) Epoch 6, batch 23300, giga_loss[loss=0.2286, simple_loss=0.3083, pruned_loss=0.07445, over 12405.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02568, over 91.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2963, pruned_loss=0.06935, over 2474155.52 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06074, over 17605.11 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3137, pruned_loss=0.08315, over 2468739.82 frames. utt_duration=1209 frames, utt_pad_proportion=0.07183, over 8176.12 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2955, pruned_loss=0.06835, over 2474896.38 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06152, over 18747.38 utterances.], batch size: 91, lr: 5.10e-04
2022-08-23 20:50:45,647 INFO [train.py:927] (0/8) Epoch 6, batch 23350, giga_loss[loss=0.2511, simple_loss=0.3354, pruned_loss=0.08337, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04959, over 161.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2994, pruned_loss=0.07025, over 2474515.45 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05744, over 17704.63 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3135, pruned_loss=0.08301, over 2468865.80 frames. utt_duration=1208 frames, utt_pad_proportion=0.07171, over 8183.56 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2987, pruned_loss=0.06934, over 2475097.74 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05819, over 18766.59 utterances.], batch size: 161, lr: 5.10e-04
2022-08-23 20:52:30,182 INFO [train.py:927] (0/8) Epoch 6, batch 23400, giga_loss[loss=0.282, simple_loss=0.3494, pruned_loss=0.1073, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3022, pruned_loss=0.07176, over 2474710.40 frames. utt_duration=568.4 frames, utt_pad_proportion=0.0565, over 17461.11 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08313, over 2469054.49 frames. utt_duration=1208 frames, utt_pad_proportion=0.07123, over 8186.74 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3011, pruned_loss=0.07081, over 2475045.26 frames. utt_duration=540.1 frames, utt_pad_proportion=0.0573, over 18382.54 utterances.], batch size: 133, lr: 5.10e-04
2022-08-23 20:54:15,178 INFO [train.py:927] (0/8) Epoch 6, batch 23450, giga_loss[loss=0.2668, simple_loss=0.3498, pruned_loss=0.0919, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03054, over 97.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3106, pruned_loss=0.07852, over 2474490.10 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07045, over 19193.32 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.314, pruned_loss=0.08331, over 2469275.23 frames. utt_duration=1200 frames, utt_pad_proportion=0.07332, over 8242.07 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3095, pruned_loss=0.07745, over 2474678.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06971, over 20110.51 utterances.], batch size: 97, lr: 5.10e-04
2022-08-23 20:55:58,084 INFO [train.py:927] (0/8) Epoch 6, batch 23500, giga_loss[loss=0.26, simple_loss=0.334, pruned_loss=0.09302, over 12404.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3169, pruned_loss=0.08292, over 2474642.78 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06553, over 18600.91 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3142, pruned_loss=0.08348, over 2469856.92 frames. utt_duration=1201 frames, utt_pad_proportion=0.07221, over 8237.07 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3158, pruned_loss=0.08183, over 2474424.50 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06546, over 19685.19 utterances.], batch size: 80, lr: 5.10e-04
2022-08-23 20:57:42,162 INFO [train.py:927] (0/8) Epoch 6, batch 23550, giga_loss[loss=0.3363, simple_loss=0.3701, pruned_loss=0.1512, over 12346.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 371.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3236, pruned_loss=0.08852, over 2474615.17 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07436, over 19843.10 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3136, pruned_loss=0.08314, over 2469635.29 frames. utt_duration=1205 frames, utt_pad_proportion=0.07121, over 8211.49 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3233, pruned_loss=0.08794, over 2474727.16 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07411, over 20946.11 utterances.], batch size: 371, lr: 5.09e-04
2022-08-23 20:59:29,440 INFO [train.py:927] (0/8) Epoch 6, batch 23600, giga_loss[loss=0.253, simple_loss=0.3293, pruned_loss=0.08838, over 12424.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03278, over 80.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3297, pruned_loss=0.09355, over 2473776.05 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07869, over 20725.50 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3139, pruned_loss=0.08334, over 2469719.29 frames. utt_duration=1204 frames, utt_pad_proportion=0.0709, over 8212.22 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3295, pruned_loss=0.09302, over 2473877.27 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07839, over 21788.53 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 21:01:16,922 INFO [train.py:927] (0/8) Epoch 6, batch 23650, libri_loss[loss=0.2887, simple_loss=0.3578, pruned_loss=0.1098, over 12392.00 frames. utt_duration=954.4 frames, utt_pad_proportion=0.07161, over 52.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3352, pruned_loss=0.09772, over 2474246.50 frames. utt_duration=482 frames, utt_pad_proportion=0.07464, over 20597.59 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3144, pruned_loss=0.08328, over 2469984.69 frames. utt_duration=1194 frames, utt_pad_proportion=0.07306, over 8283.04 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3353, pruned_loss=0.09791, over 2474254.02 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07386, over 21926.76 utterances.], batch size: 52, lr: 5.09e-04
2022-08-23 21:03:04,010 INFO [train.py:927] (0/8) Epoch 6, batch 23700, giga_loss[loss=0.3162, simple_loss=0.3693, pruned_loss=0.1315, over 12396.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06963, over 211.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3379, pruned_loss=0.1011, over 2474415.92 frames. utt_duration=457.3 frames, utt_pad_proportion=0.08524, over 21713.31 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08307, over 2469736.56 frames. utt_duration=1199 frames, utt_pad_proportion=0.07158, over 8247.45 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3394, pruned_loss=0.1021, over 2474819.07 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08463, over 23361.99 utterances.], batch size: 211, lr: 5.09e-04
2022-08-23 21:04:48,500 INFO [train.py:927] (0/8) Epoch 6, batch 23750, giga_loss[loss=0.2553, simple_loss=0.3335, pruned_loss=0.08851, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03294, over 75.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3361, pruned_loss=0.09992, over 2473978.71 frames. utt_duration=475.2 frames, utt_pad_proportion=0.08354, over 20889.16 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08311, over 2469619.75 frames. utt_duration=1194 frames, utt_pad_proportion=0.07358, over 8286.45 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3382, pruned_loss=0.1014, over 2474594.35 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08253, over 22720.49 utterances.], batch size: 75, lr: 5.09e-04
2022-08-23 21:06:33,239 INFO [train.py:927] (0/8) Epoch 6, batch 23800, giga_loss[loss=0.2758, simple_loss=0.3573, pruned_loss=0.09713, over 12416.00 frames. utt_duration=513.6 frames, utt_pad_proportion=0.02732, over 97.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3384, pruned_loss=0.1002, over 2474436.87 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07674, over 21172.83 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.314, pruned_loss=0.08306, over 2469576.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07278, over 8286.63 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3405, pruned_loss=0.1017, over 2475067.53 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0767, over 22849.39 utterances.], batch size: 97, lr: 5.09e-04
2022-08-23 21:08:18,734 INFO [train.py:927] (0/8) Epoch 6, batch 23850, giga_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06591, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3387, pruned_loss=0.1002, over 2474061.33 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07975, over 22128.71 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08301, over 2469629.37 frames. utt_duration=1187 frames, utt_pad_proportion=0.07477, over 8330.36 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3408, pruned_loss=0.1018, over 2474611.51 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07897, over 23667.84 utterances.], batch size: 62, lr: 5.09e-04
2022-08-23 21:10:06,910 INFO [train.py:927] (0/8) Epoch 6, batch 23900, giga_loss[loss=0.2524, simple_loss=0.3351, pruned_loss=0.0848, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03568, over 105.00 utterances.], tot_loss[loss=0.266, simple_loss=0.337, pruned_loss=0.09746, over 2473400.91 frames. utt_duration=453 frames, utt_pad_proportion=0.07549, over 21910.22 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.314, pruned_loss=0.083, over 2469614.13 frames. utt_duration=1189 frames, utt_pad_proportion=0.07361, over 8317.18 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3393, pruned_loss=0.09911, over 2473939.77 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07552, over 23459.51 utterances.], batch size: 105, lr: 5.09e-04
2022-08-23 21:11:49,985 INFO [train.py:927] (0/8) Epoch 6, batch 23950, giga_loss[loss=0.2532, simple_loss=0.3246, pruned_loss=0.09087, over 12388.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3329, pruned_loss=0.09444, over 2473602.30 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07216, over 21337.17 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3132, pruned_loss=0.08262, over 2469277.01 frames. utt_duration=1198 frames, utt_pad_proportion=0.07216, over 8253.48 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.336, pruned_loss=0.09644, over 2474445.19 frames. utt_duration=432 frames, utt_pad_proportion=0.07288, over 22987.05 utterances.], batch size: 183, lr: 5.09e-04
2022-08-23 21:13:32,450 INFO [train.py:927] (0/8) Epoch 6, batch 24000, giga_loss[loss=0.2522, simple_loss=0.32, pruned_loss=0.09215, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0306, over 45.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3326, pruned_loss=0.09522, over 2473589.69 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07803, over 22144.50 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3132, pruned_loss=0.08297, over 2469145.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.07137, over 8228.77 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3353, pruned_loss=0.09666, over 2474413.53 frames. utt_duration=420 frames, utt_pad_proportion=0.07849, over 23650.45 utterances.], batch size: 45, lr: 5.09e-04
2022-08-23 21:13:32,459 INFO [train.py:958] (0/8) Computing validation loss
2022-08-23 21:13:45,960 INFO [train.py:967] (0/8) 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 21:15:42,167 INFO [train.py:927] (0/8) Epoch 6, batch 24050, giga_loss[loss=0.2213, simple_loss=0.3143, pruned_loss=0.06415, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04488, over 34.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.331, pruned_loss=0.09391, over 2473476.16 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07943, over 22049.48 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3136, pruned_loss=0.08322, over 2469206.30 frames. utt_duration=1199 frames, utt_pad_proportion=0.07123, over 8250.97 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3331, pruned_loss=0.09504, over 2474147.49 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07983, over 23473.34 utterances.], batch size: 34, lr: 5.09e-04
2022-08-23 21:17:25,448 INFO [train.py:927] (0/8) Epoch 6, batch 24100, libri_loss[loss=0.2092, simple_loss=0.2961, pruned_loss=0.06115, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004834, over 34.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3313, pruned_loss=0.09177, over 2473383.88 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07592, over 21013.79 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3135, pruned_loss=0.08309, over 2468632.37 frames. utt_duration=1193 frames, utt_pad_proportion=0.07464, over 8290.66 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3336, pruned_loss=0.09303, over 2474562.61 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07533, over 22475.16 utterances.], batch size: 34, lr: 5.09e-04
2022-08-23 21:19:11,228 INFO [train.py:927] (0/8) Epoch 6, batch 24150, giga_loss[loss=0.2336, simple_loss=0.3161, pruned_loss=0.07552, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0332, over 39.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3312, pruned_loss=0.09227, over 2473152.31 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08401, over 22041.25 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3135, pruned_loss=0.08307, over 2468515.15 frames. utt_duration=1194 frames, utt_pad_proportion=0.07407, over 8278.80 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3332, pruned_loss=0.09336, over 2474210.16 frames. utt_duration=426 frames, utt_pad_proportion=0.08331, over 23312.49 utterances.], batch size: 39, lr: 5.08e-04
2022-08-23 21:20:55,916 INFO [train.py:927] (0/8) Epoch 6, batch 24200, giga_loss[loss=0.2474, simple_loss=0.3274, pruned_loss=0.08376, over 12338.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03104, over 70.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3307, pruned_loss=0.09254, over 2473772.83 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08379, over 21598.77 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3142, pruned_loss=0.08319, over 2468764.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.07835, over 8374.46 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3319, pruned_loss=0.09346, over 2474480.76 frames. utt_duration=436.3 frames, utt_pad_proportion=0.08185, over 22762.90 utterances.], batch size: 70, lr: 5.08e-04
2022-08-23 21:22:43,018 INFO [train.py:927] (0/8) Epoch 6, batch 24250, giga_loss[loss=0.2315, simple_loss=0.3196, pruned_loss=0.07168, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03796, over 105.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3291, pruned_loss=0.09094, over 2474232.04 frames. utt_duration=469.3 frames, utt_pad_proportion=0.0819, over 21154.84 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08301, over 2468745.58 frames. utt_duration=1186 frames, utt_pad_proportion=0.07662, over 8334.72 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3306, pruned_loss=0.09209, over 2474992.72 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08108, over 22478.84 utterances.], batch size: 105, lr: 5.08e-04
2022-08-23 21:24:25,313 INFO [train.py:927] (0/8) Epoch 6, batch 24300, giga_loss[loss=0.2468, simple_loss=0.3249, pruned_loss=0.08438, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3283, pruned_loss=0.08998, over 2474538.86 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0813, over 20837.25 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08296, over 2468717.01 frames. utt_duration=1191 frames, utt_pad_proportion=0.0752, over 8304.65 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.33, pruned_loss=0.09109, over 2475293.35 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08118, over 22204.06 utterances.], batch size: 162, lr: 5.08e-04
2022-08-23 21:26:09,634 INFO [train.py:927] (0/8) Epoch 6, batch 24350, giga_loss[loss=0.2255, simple_loss=0.3057, pruned_loss=0.07263, over 12458.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03055, over 75.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3261, pruned_loss=0.08919, over 2473852.66 frames. utt_duration=472.9 frames, utt_pad_proportion=0.08062, over 20989.73 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3138, pruned_loss=0.08291, over 2468463.62 frames. utt_duration=1193 frames, utt_pad_proportion=0.07433, over 8285.18 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3277, pruned_loss=0.0902, over 2474770.56 frames. utt_duration=446 frames, utt_pad_proportion=0.08091, over 22267.51 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:27:54,956 INFO [train.py:927] (0/8) Epoch 6, batch 24400, libri_loss[loss=0.2218, simple_loss=0.2926, pruned_loss=0.07546, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007974, over 30.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3255, pruned_loss=0.08965, over 2473874.97 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07937, over 20898.90 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08301, over 2468562.07 frames. utt_duration=1199 frames, utt_pad_proportion=0.07295, over 8248.38 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.327, pruned_loss=0.09051, over 2474626.15 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08013, over 22226.71 utterances.], batch size: 30, lr: 5.08e-04
2022-08-23 21:29:39,706 INFO [train.py:927] (0/8) Epoch 6, batch 24450, giga_loss[loss=0.236, simple_loss=0.3016, pruned_loss=0.0852, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0368, over 40.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3239, pruned_loss=0.08888, over 2473620.42 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07475, over 20239.19 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3137, pruned_loss=0.08274, over 2468014.16 frames. utt_duration=1204 frames, utt_pad_proportion=0.07117, over 8207.37 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.09001, over 2474887.68 frames. utt_duration=457 frames, utt_pad_proportion=0.07628, over 21728.56 utterances.], batch size: 40, lr: 5.08e-04
2022-08-23 21:31:22,720 INFO [train.py:927] (0/8) Epoch 6, batch 24500, giga_loss[loss=0.2264, simple_loss=0.3073, pruned_loss=0.07278, over 12322.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03236, over 28.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3231, pruned_loss=0.08868, over 2473467.94 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07299, over 19887.18 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3131, pruned_loss=0.08242, over 2467720.79 frames. utt_duration=1211 frames, utt_pad_proportion=0.06963, over 8161.60 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3252, pruned_loss=0.09006, over 2474916.50 frames. utt_duration=463 frames, utt_pad_proportion=0.07492, over 21448.74 utterances.], batch size: 28, lr: 5.08e-04
2022-08-23 21:32:37,155 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-156000.pt
2022-08-23 21:33:11,202 INFO [train.py:927] (0/8) Epoch 6, batch 24550, libri_loss[loss=0.2274, simple_loss=0.3057, pruned_loss=0.07458, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005742, over 35.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3229, pruned_loss=0.08774, over 2473375.45 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06724, over 18999.55 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3129, pruned_loss=0.08233, over 2467639.69 frames. utt_duration=1215 frames, utt_pad_proportion=0.06858, over 8133.57 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.325, pruned_loss=0.08903, over 2474681.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.0696, over 20462.94 utterances.], batch size: 35, lr: 5.08e-04
2022-08-23 21:34:56,056 INFO [train.py:927] (0/8) Epoch 6, batch 24600, giga_loss[loss=0.228, simple_loss=0.3061, pruned_loss=0.07493, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3241, pruned_loss=0.08897, over 2473785.39 frames. utt_duration=502.6 frames, utt_pad_proportion=0.069, over 19746.70 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3127, pruned_loss=0.08221, over 2468084.42 frames. utt_duration=1215 frames, utt_pad_proportion=0.06812, over 8134.92 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3262, pruned_loss=0.09026, over 2474557.87 frames. utt_duration=469 frames, utt_pad_proportion=0.07093, over 21171.23 utterances.], batch size: 62, lr: 5.08e-04
2022-08-23 21:36:40,066 INFO [train.py:927] (0/8) Epoch 6, batch 24650, giga_loss[loss=0.2309, simple_loss=0.3115, pruned_loss=0.07512, over 12432.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03299, over 75.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3251, pruned_loss=0.0899, over 2473998.10 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07091, over 20188.27 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3131, pruned_loss=0.08227, over 2468050.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06639, over 8106.83 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3269, pruned_loss=0.09115, over 2474876.17 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07294, over 21796.97 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:38:26,357 INFO [train.py:927] (0/8) Epoch 6, batch 24700, giga_loss[loss=0.3263, simple_loss=0.3773, pruned_loss=0.1377, over 12377.00 frames. utt_duration=233 frames, utt_pad_proportion=0.08275, over 214.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3267, pruned_loss=0.09233, over 2473753.42 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07091, over 20583.79 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08199, over 2467930.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.06506, over 8074.97 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.329, pruned_loss=0.09384, over 2474712.60 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07305, over 22247.95 utterances.], batch size: 214, lr: 5.08e-04
2022-08-23 21:40:11,646 INFO [train.py:927] (0/8) Epoch 6, batch 24750, giga_loss[loss=0.2324, simple_loss=0.2958, pruned_loss=0.08448, over 12167.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.0339, over 36.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3261, pruned_loss=0.0923, over 2473569.47 frames. utt_duration=489.1 frames, utt_pad_proportion=0.0683, over 20291.99 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3124, pruned_loss=0.08193, over 2467720.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.06406, over 8068.07 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3283, pruned_loss=0.09379, over 2474653.98 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07059, over 21906.06 utterances.], batch size: 36, lr: 5.07e-04
2022-08-23 21:41:53,549 INFO [train.py:927] (0/8) Epoch 6, batch 24800, giga_loss[loss=0.2123, simple_loss=0.2923, pruned_loss=0.06613, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3244, pruned_loss=0.08971, over 2474006.11 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06831, over 20324.58 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3118, pruned_loss=0.08159, over 2467760.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.06318, over 8031.96 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.327, pruned_loss=0.09137, over 2474923.32 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07049, over 21860.23 utterances.], batch size: 75, lr: 5.07e-04
2022-08-23 21:43:41,612 INFO [train.py:927] (0/8) Epoch 6, batch 24850, giga_loss[loss=0.2645, simple_loss=0.3313, pruned_loss=0.09885, over 12351.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.0338, over 104.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3223, pruned_loss=0.08889, over 2474262.48 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06616, over 20083.62 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3117, pruned_loss=0.08153, over 2467562.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06312, over 8025.66 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3246, pruned_loss=0.09039, over 2475264.97 frames. utt_duration=461.6 frames, utt_pad_proportion=0.06809, over 21516.84 utterances.], batch size: 104, lr: 5.07e-04
2022-08-23 21:45:26,861 INFO [train.py:927] (0/8) Epoch 6, batch 24900, giga_loss[loss=0.3177, simple_loss=0.3539, pruned_loss=0.1408, over 12366.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3228, pruned_loss=0.08902, over 2474829.35 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06763, over 19918.06 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3122, pruned_loss=0.0817, over 2467694.49 frames. utt_duration=1232 frames, utt_pad_proportion=0.06243, over 8024.25 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3242, pruned_loss=0.09014, over 2475606.43 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06933, over 21210.89 utterances.], batch size: 372, lr: 5.07e-04
2022-08-23 21:47:14,255 INFO [train.py:927] (0/8) Epoch 6, batch 24950, giga_loss[loss=0.2427, simple_loss=0.3258, pruned_loss=0.07977, over 12351.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03194, over 51.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3259, pruned_loss=0.08898, over 2475390.24 frames. utt_duration=501.5 frames, utt_pad_proportion=0.0677, over 19799.91 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.312, pruned_loss=0.08152, over 2467881.56 frames. utt_duration=1232 frames, utt_pad_proportion=0.06227, over 8022.03 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3276, pruned_loss=0.09017, over 2475975.11 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06916, over 21052.33 utterances.], batch size: 51, lr: 5.07e-04
2022-08-23 21:49:00,305 INFO [train.py:927] (0/8) Epoch 6, batch 25000, giga_loss[loss=0.2428, simple_loss=0.3245, pruned_loss=0.08051, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3287, pruned_loss=0.0906, over 2475510.17 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06777, over 20221.72 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3121, pruned_loss=0.08168, over 2467907.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.06155, over 8012.75 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.33, pruned_loss=0.09151, over 2476051.64 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06919, over 21388.79 utterances.], batch size: 74, lr: 5.07e-04
2022-08-23 21:50:45,566 INFO [train.py:927] (0/8) Epoch 6, batch 25050, giga_loss[loss=0.2134, simple_loss=0.2867, pruned_loss=0.07007, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04225, over 31.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3292, pruned_loss=0.09225, over 2474735.78 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07369, over 20525.11 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3125, pruned_loss=0.08215, over 2467826.28 frames. utt_duration=1225 frames, utt_pad_proportion=0.06464, over 8068.16 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3305, pruned_loss=0.09287, over 2475470.55 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07373, over 21820.97 utterances.], batch size: 31, lr: 5.07e-04
2022-08-23 21:52:30,684 INFO [train.py:927] (0/8) Epoch 6, batch 25100, giga_loss[loss=0.2558, simple_loss=0.3136, pruned_loss=0.09897, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.327, pruned_loss=0.09118, over 2474174.89 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06813, over 19779.79 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3125, pruned_loss=0.08222, over 2468012.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.06466, over 8092.76 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3285, pruned_loss=0.09192, over 2474808.28 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06853, over 21184.57 utterances.], batch size: 45, lr: 5.07e-04
2022-08-23 21:54:15,855 INFO [train.py:927] (0/8) Epoch 6, batch 25150, giga_loss[loss=0.3207, simple_loss=0.3527, pruned_loss=0.1443, over 12332.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2137, over 373.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.09154, over 2473680.22 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06862, over 19924.49 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08208, over 2467652.09 frames. utt_duration=1226 frames, utt_pad_proportion=0.06372, over 8062.16 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3276, pruned_loss=0.09241, over 2474625.69 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06923, over 21278.31 utterances.], batch size: 373, lr: 5.07e-04
2022-08-23 21:56:02,090 INFO [train.py:927] (0/8) Epoch 6, batch 25200, libri_loss[loss=0.2152, simple_loss=0.2971, pruned_loss=0.06669, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005129, over 34.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3269, pruned_loss=0.09214, over 2474433.73 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06409, over 20099.67 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3124, pruned_loss=0.082, over 2467713.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06348, over 8055.84 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3281, pruned_loss=0.09295, over 2475145.34 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0649, over 21225.49 utterances.], batch size: 34, lr: 5.07e-04
2022-08-23 21:57:45,514 INFO [train.py:927] (0/8) Epoch 6, batch 25250, giga_loss[loss=0.2441, simple_loss=0.3217, pruned_loss=0.08321, over 12446.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3263, pruned_loss=0.09171, over 2475059.86 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0673, over 20400.56 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3127, pruned_loss=0.08213, over 2467806.32 frames. utt_duration=1227 frames, utt_pad_proportion=0.06279, over 8052.02 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3273, pruned_loss=0.09237, over 2475637.89 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06798, over 21444.26 utterances.], batch size: 123, lr: 5.07e-04
2022-08-23 21:59:27,244 INFO [train.py:927] (0/8) Epoch 6, batch 25300, giga_loss[loss=0.2539, simple_loss=0.3201, pruned_loss=0.09383, over 12364.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3285, pruned_loss=0.09286, over 2474971.07 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06886, over 20748.76 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3124, pruned_loss=0.08188, over 2467650.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06213, over 8025.36 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3297, pruned_loss=0.09376, over 2475652.19 frames. utt_duration=456.4 frames, utt_pad_proportion=0.06957, over 21769.99 utterances.], batch size: 58, lr: 5.07e-04
2022-08-23 22:01:15,905 INFO [train.py:927] (0/8) Epoch 6, batch 25350, giga_loss[loss=0.2352, simple_loss=0.3249, pruned_loss=0.07279, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02854, over 85.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3284, pruned_loss=0.09176, over 2475219.40 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07015, over 20373.87 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3124, pruned_loss=0.08186, over 2467673.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06125, over 7996.02 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3297, pruned_loss=0.09271, over 2475881.68 frames. utt_duration=463.4 frames, utt_pad_proportion=0.071, over 21441.58 utterances.], batch size: 85, lr: 5.06e-04
2022-08-23 22:02:58,463 INFO [train.py:927] (0/8) Epoch 6, batch 25400, giga_loss[loss=0.2853, simple_loss=0.3541, pruned_loss=0.1083, over 12379.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04079, over 113.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3298, pruned_loss=0.09079, over 2475824.68 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07095, over 20379.53 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3128, pruned_loss=0.08216, over 2468048.38 frames. utt_duration=1218 frames, utt_pad_proportion=0.06595, over 8114.19 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3309, pruned_loss=0.09151, over 2476200.81 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07027, over 21394.60 utterances.], batch size: 113, lr: 5.06e-04
2022-08-23 22:04:44,151 INFO [train.py:927] (0/8) Epoch 6, batch 25450, giga_loss[loss=0.2272, simple_loss=0.3067, pruned_loss=0.07384, over 12326.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.0284, over 74.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3327, pruned_loss=0.09343, over 2475490.69 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06734, over 20278.14 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3127, pruned_loss=0.08218, over 2468136.14 frames. utt_duration=1220 frames, utt_pad_proportion=0.06573, over 8103.62 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3337, pruned_loss=0.09401, over 2475739.34 frames. utt_duration=470 frames, utt_pad_proportion=0.06701, over 21137.17 utterances.], batch size: 74, lr: 5.06e-04
2022-08-23 22:06:25,952 INFO [train.py:927] (0/8) Epoch 6, batch 25500, giga_loss[loss=0.3291, simple_loss=0.3763, pruned_loss=0.141, over 12399.00 frames. utt_duration=233.5 frames, utt_pad_proportion=0.07724, over 214.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3342, pruned_loss=0.09479, over 2474912.35 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06873, over 19990.24 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08293, over 2468024.77 frames. utt_duration=1219 frames, utt_pad_proportion=0.06521, over 8107.21 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3344, pruned_loss=0.09496, over 2475394.67 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06867, over 21009.00 utterances.], batch size: 214, lr: 5.06e-04
2022-08-23 22:08:09,811 INFO [train.py:927] (0/8) Epoch 6, batch 25550, libri_loss[loss=0.2445, simple_loss=0.3214, pruned_loss=0.08374, over 12333.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0167, over 41.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3332, pruned_loss=0.0934, over 2473201.53 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07194, over 19817.06 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3139, pruned_loss=0.08292, over 2467794.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06408, over 8071.91 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.334, pruned_loss=0.09381, over 2473944.37 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07223, over 20946.40 utterances.], batch size: 41, lr: 5.06e-04
2022-08-23 22:09:51,729 INFO [train.py:927] (0/8) Epoch 6, batch 25600, libri_loss[loss=0.2255, simple_loss=0.31, pruned_loss=0.07048, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006647, over 36.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3331, pruned_loss=0.09272, over 2473123.55 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0658, over 19381.89 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3133, pruned_loss=0.08256, over 2467174.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06222, over 8014.08 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.335, pruned_loss=0.09376, over 2474484.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06709, over 20773.87 utterances.], batch size: 36, lr: 5.06e-04
2022-08-23 22:11:34,550 INFO [train.py:927] (0/8) Epoch 6, batch 25650, giga_loss[loss=0.2328, simple_loss=0.3192, pruned_loss=0.07324, over 12333.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3325, pruned_loss=0.09314, over 2473229.21 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07204, over 20523.15 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3123, pruned_loss=0.08216, over 2466833.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.0612, over 7964.24 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3353, pruned_loss=0.09454, over 2474751.15 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07299, over 21931.30 utterances.], batch size: 66, lr: 5.06e-04
2022-08-23 22:13:22,340 INFO [train.py:927] (0/8) Epoch 6, batch 25700, giga_loss[loss=0.2598, simple_loss=0.3301, pruned_loss=0.09478, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3308, pruned_loss=0.09266, over 2473381.94 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07673, over 20853.56 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08204, over 2466656.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.05963, over 7927.07 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3335, pruned_loss=0.09425, over 2474988.62 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07789, over 22443.90 utterances.], batch size: 75, lr: 5.06e-04
2022-08-23 22:15:09,473 INFO [train.py:927] (0/8) Epoch 6, batch 25750, giga_loss[loss=0.2394, simple_loss=0.3242, pruned_loss=0.0773, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03795, over 28.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3283, pruned_loss=0.09179, over 2472891.23 frames. utt_duration=478 frames, utt_pad_proportion=0.07932, over 20756.68 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3122, pruned_loss=0.08199, over 2466510.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05875, over 7900.77 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09328, over 2474401.40 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08042, over 22268.03 utterances.], batch size: 28, lr: 5.06e-04
2022-08-23 22:16:51,672 INFO [train.py:927] (0/8) Epoch 6, batch 25800, giga_loss[loss=0.2327, simple_loss=0.3185, pruned_loss=0.07339, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03331, over 80.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3266, pruned_loss=0.09137, over 2472884.40 frames. utt_duration=475.8 frames, utt_pad_proportion=0.08113, over 20854.77 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.312, pruned_loss=0.08205, over 2466166.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06204, over 7949.63 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3294, pruned_loss=0.09286, over 2474640.90 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08127, over 22451.67 utterances.], batch size: 80, lr: 5.06e-04
2022-08-23 22:18:33,821 INFO [train.py:927] (0/8) Epoch 6, batch 25850, giga_loss[loss=0.223, simple_loss=0.3032, pruned_loss=0.0714, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03032, over 91.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3235, pruned_loss=0.08843, over 2472887.35 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08105, over 22097.68 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3117, pruned_loss=0.08181, over 2466023.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.06112, over 7926.88 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3264, pruned_loss=0.08995, over 2474512.61 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08156, over 23644.53 utterances.], batch size: 91, lr: 5.06e-04
2022-08-23 22:20:23,691 INFO [train.py:927] (0/8) Epoch 6, batch 25900, giga_loss[loss=0.2787, simple_loss=0.3404, pruned_loss=0.1085, over 12390.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07059, over 212.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08802, over 2473555.61 frames. utt_duration=456 frames, utt_pad_proportion=0.07929, over 21766.43 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3125, pruned_loss=0.0818, over 2466084.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.05954, over 7904.61 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08947, over 2475037.39 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08051, over 23475.31 utterances.], batch size: 212, lr: 5.06e-04
2022-08-23 22:22:07,522 INFO [train.py:927] (0/8) Epoch 6, batch 25950, giga_loss[loss=0.2275, simple_loss=0.3171, pruned_loss=0.06896, over 12358.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.02966, over 58.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3218, pruned_loss=0.08793, over 2474025.25 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07405, over 21391.27 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3123, pruned_loss=0.08174, over 2466086.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.05913, over 7887.60 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3236, pruned_loss=0.08917, over 2475259.99 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07553, over 22880.92 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:23:50,435 INFO [train.py:927] (0/8) Epoch 6, batch 26000, giga_loss[loss=0.2556, simple_loss=0.3338, pruned_loss=0.08866, over 12425.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05476, over 162.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3223, pruned_loss=0.08791, over 2474136.42 frames. utt_duration=466 frames, utt_pad_proportion=0.07575, over 21304.52 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3127, pruned_loss=0.08212, over 2466315.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.06306, over 7990.52 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3236, pruned_loss=0.08879, over 2475186.45 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07587, over 22829.22 utterances.], batch size: 162, lr: 5.05e-04
2022-08-23 22:25:34,473 INFO [train.py:927] (0/8) Epoch 6, batch 26050, giga_loss[loss=0.2457, simple_loss=0.3214, pruned_loss=0.08498, over 12348.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04222, over 113.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3231, pruned_loss=0.08903, over 2475088.93 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0751, over 21837.59 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3124, pruned_loss=0.08196, over 2466381.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.06236, over 7974.70 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3246, pruned_loss=0.08998, over 2475974.97 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07552, over 23251.33 utterances.], batch size: 113, lr: 5.05e-04
2022-08-23 22:27:18,726 INFO [train.py:927] (0/8) Epoch 6, batch 26100, giga_loss[loss=0.2704, simple_loss=0.3467, pruned_loss=0.09708, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3245, pruned_loss=0.08923, over 2474905.54 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07349, over 20970.56 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3125, pruned_loss=0.0821, over 2466660.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06918, over 8104.38 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.09001, over 2475519.19 frames. utt_duration=447 frames, utt_pad_proportion=0.07202, over 22223.30 utterances.], batch size: 91, lr: 5.05e-04
2022-08-23 22:29:05,271 INFO [train.py:927] (0/8) Epoch 6, batch 26150, giga_loss[loss=0.2936, simple_loss=0.3428, pruned_loss=0.1222, over 12215.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03207, over 39.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.326, pruned_loss=0.09087, over 2474298.02 frames. utt_duration=471 frames, utt_pad_proportion=0.07195, over 21077.12 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3118, pruned_loss=0.08182, over 2466247.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.06794, over 8063.14 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.328, pruned_loss=0.09193, over 2475333.58 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07131, over 22411.76 utterances.], batch size: 39, lr: 5.05e-04
2022-08-23 22:30:55,429 INFO [train.py:927] (0/8) Epoch 6, batch 26200, giga_loss[loss=0.2274, simple_loss=0.319, pruned_loss=0.06787, over 12379.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04218, over 133.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3261, pruned_loss=0.08939, over 2474180.95 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06899, over 20782.53 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3114, pruned_loss=0.08149, over 2466238.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06699, over 8034.00 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3282, pruned_loss=0.09068, over 2475152.69 frames. utt_duration=449.8 frames, utt_pad_proportion=0.06894, over 22083.26 utterances.], batch size: 133, lr: 5.05e-04
2022-08-23 22:32:41,802 INFO [train.py:927] (0/8) Epoch 6, batch 26250, giga_loss[loss=0.2339, simple_loss=0.3096, pruned_loss=0.07911, over 12415.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02447, over 91.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3251, pruned_loss=0.089, over 2474444.97 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07641, over 21717.41 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3112, pruned_loss=0.08128, over 2466504.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.06657, over 8011.71 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3272, pruned_loss=0.09028, over 2475035.07 frames. utt_duration=434 frames, utt_pad_proportion=0.0762, over 22886.06 utterances.], batch size: 91, lr: 5.05e-04
2022-08-23 22:34:29,014 INFO [train.py:927] (0/8) Epoch 6, batch 26300, giga_loss[loss=0.2701, simple_loss=0.3376, pruned_loss=0.1013, over 12346.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3247, pruned_loss=0.08944, over 2474202.49 frames. utt_duration=459.5 frames, utt_pad_proportion=0.0768, over 21607.52 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3113, pruned_loss=0.0814, over 2466415.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.06997, over 8077.22 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3263, pruned_loss=0.09041, over 2474808.42 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07563, over 22586.40 utterances.], batch size: 85, lr: 5.05e-04
2022-08-23 22:36:10,942 INFO [train.py:927] (0/8) Epoch 6, batch 26350, libri_loss[loss=0.2406, simple_loss=0.3134, pruned_loss=0.08389, over 12359.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.05937, over 51.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3236, pruned_loss=0.0891, over 2474268.91 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07283, over 21081.00 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3113, pruned_loss=0.08148, over 2466611.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.06896, over 8058.63 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3252, pruned_loss=0.08999, over 2474772.91 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0724, over 22174.86 utterances.], batch size: 51, lr: 5.05e-04
2022-08-23 22:37:55,345 INFO [train.py:927] (0/8) Epoch 6, batch 26400, libri_loss[loss=0.2434, simple_loss=0.3188, pruned_loss=0.08404, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006003, over 36.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3232, pruned_loss=0.08898, over 2474856.02 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07495, over 20980.31 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3113, pruned_loss=0.08148, over 2466754.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.0684, over 8050.06 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3246, pruned_loss=0.08975, over 2475195.48 frames. utt_duration=452 frames, utt_pad_proportion=0.07473, over 21975.15 utterances.], batch size: 36, lr: 5.05e-04
2022-08-23 22:39:37,354 INFO [train.py:927] (0/8) Epoch 6, batch 26450, giga_loss[loss=0.256, simple_loss=0.3288, pruned_loss=0.09154, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04184, over 146.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3246, pruned_loss=0.09025, over 2475246.02 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07029, over 20588.78 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3116, pruned_loss=0.08168, over 2467163.91 frames. utt_duration=1228 frames, utt_pad_proportion=0.06756, over 8045.33 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3256, pruned_loss=0.09078, over 2475265.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0706, over 21541.70 utterances.], batch size: 146, lr: 5.05e-04
2022-08-23 22:41:22,381 INFO [train.py:927] (0/8) Epoch 6, batch 26500, giga_loss[loss=0.3189, simple_loss=0.3682, pruned_loss=0.1347, over 12399.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09635, over 256.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09163, over 2475990.75 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07144, over 21118.43 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.312, pruned_loss=0.08158, over 2467210.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.06658, over 8026.62 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.327, pruned_loss=0.09232, over 2476115.76 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07197, over 22118.06 utterances.], batch size: 256, lr: 5.05e-04
2022-08-23 22:42:38,303 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-158000.pt
2022-08-23 22:43:11,183 INFO [train.py:927] (0/8) Epoch 6, batch 26550, giga_loss[loss=0.2319, simple_loss=0.3157, pruned_loss=0.07403, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02547, over 66.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.327, pruned_loss=0.09131, over 2475344.19 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07208, over 20937.30 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3126, pruned_loss=0.08148, over 2467250.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.06475, over 7999.42 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.09232, over 2475693.27 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0731, over 22252.01 utterances.], batch size: 66, lr: 5.05e-04
2022-08-23 22:44:51,832 INFO [train.py:927] (0/8) Epoch 6, batch 26600, giga_loss[loss=0.3156, simple_loss=0.3534, pruned_loss=0.1389, over 12373.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2073, over 371.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3258, pruned_loss=0.09057, over 2475910.70 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07422, over 20519.88 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3122, pruned_loss=0.08137, over 2467746.71 frames. utt_duration=1238 frames, utt_pad_proportion=0.06333, over 7980.98 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.327, pruned_loss=0.09176, over 2476002.99 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07545, over 22001.50 utterances.], batch size: 371, lr: 5.04e-04
2022-08-23 22:46:30,453 INFO [train.py:927] (0/8) Epoch 6, batch 26650, giga_loss[loss=0.2317, simple_loss=0.3085, pruned_loss=0.07745, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0316, over 42.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3264, pruned_loss=0.09073, over 2475749.25 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07455, over 20369.99 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3131, pruned_loss=0.08184, over 2468181.55 frames. utt_duration=1210 frames, utt_pad_proportion=0.06952, over 8166.82 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3271, pruned_loss=0.09165, over 2475750.08 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07363, over 21912.01 utterances.], batch size: 42, lr: 5.04e-04
2022-08-23 22:47:16,294 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-23 22:47:17,791 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-6.pt
2022-08-23 22:49:46,866 INFO [train.py:927] (0/8) Epoch 7, batch 50, giga_loss[loss=0.2276, simple_loss=0.3147, pruned_loss=0.07021, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3233, pruned_loss=0.07857, over 548218.85 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05676, over 3794.64 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3047, pruned_loss=0.07537, over 49370.35 frames. utt_duration=954.4 frames, utt_pad_proportion=0.1725, over 207.24 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3249, pruned_loss=0.07888, over 509002.51 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05132, over 3637.87 utterances.], batch size: 58, lr: 4.94e-04
2022-08-23 22:51:30,285 INFO [train.py:927] (0/8) Epoch 7, batch 100, libri_loss[loss=0.1717, simple_loss=0.261, pruned_loss=0.04115, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008468, over 30.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3053, pruned_loss=0.06975, over 975228.12 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05041, over 6820.63 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2924, pruned_loss=0.06618, over 132600.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.08732, over 418.71 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3074, pruned_loss=0.07049, over 890420.14 frames. utt_duration=536 frames, utt_pad_proportion=0.04918, over 6664.08 utterances.], batch size: 30, lr: 4.94e-04
2022-08-23 22:53:13,945 INFO [train.py:927] (0/8) Epoch 7, batch 150, giga_loss[loss=0.2018, simple_loss=0.2762, pruned_loss=0.06367, over 12408.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06263, over 1307531.12 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05864, over 9316.05 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06444, over 167580.90 frames. utt_duration=1316 frames, utt_pad_proportion=0.07191, over 509.95 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06283, over 1222827.75 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05859, over 9222.00 utterances.], batch size: 183, lr: 4.94e-04
2022-08-23 22:54:52,617 INFO [train.py:927] (0/8) Epoch 7, batch 200, giga_loss[loss=0.2199, simple_loss=0.2885, pruned_loss=0.07569, over 12364.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2801, pruned_loss=0.05886, over 1565979.06 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06654, over 11599.35 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3002, pruned_loss=0.06574, over 269328.66 frames. utt_duration=1309 frames, utt_pad_proportion=0.05558, over 824.04 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2778, pruned_loss=0.05819, over 1455065.47 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06744, over 11657.03 utterances.], batch size: 257, lr: 4.94e-04
2022-08-23 22:56:32,477 INFO [train.py:927] (0/8) Epoch 7, batch 250, giga_loss[loss=0.1854, simple_loss=0.2709, pruned_loss=0.04999, over 12364.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2731, pruned_loss=0.05571, over 1766426.88 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06048, over 12512.37 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2996, pruned_loss=0.06466, over 312937.66 frames. utt_duration=1328 frames, utt_pad_proportion=0.04865, over 943.70 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2704, pruned_loss=0.055, over 1664192.11 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06172, over 12654.20 utterances.], batch size: 70, lr: 4.93e-04
2022-08-23 22:58:15,060 INFO [train.py:927] (0/8) Epoch 7, batch 300, giga_loss[loss=0.1514, simple_loss=0.2294, pruned_loss=0.03665, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03373, over 31.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2691, pruned_loss=0.05406, over 1923632.67 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06553, over 14092.04 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3017, pruned_loss=0.06696, over 356087.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.07405, over 1139.97 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.266, pruned_loss=0.05282, over 1831081.13 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06459, over 14238.02 utterances.], batch size: 31, lr: 4.93e-04
2022-08-23 22:59:55,842 INFO [train.py:927] (0/8) Epoch 7, batch 350, giga_loss[loss=0.1873, simple_loss=0.2611, pruned_loss=0.05673, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02924, over 43.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2672, pruned_loss=0.05329, over 2045348.36 frames. utt_duration=550.5 frames, utt_pad_proportion=0.0638, over 14902.33 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3031, pruned_loss=0.06837, over 439350.19 frames. utt_duration=1287 frames, utt_pad_proportion=0.06188, over 1367.11 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.2629, pruned_loss=0.0514, over 1952816.58 frames. utt_duration=512 frames, utt_pad_proportion=0.06393, over 15302.02 utterances.], batch size: 43, lr: 4.93e-04
2022-08-23 23:01:39,473 INFO [train.py:927] (0/8) Epoch 7, batch 400, giga_loss[loss=0.2045, simple_loss=0.2715, pruned_loss=0.06872, over 12359.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2632, pruned_loss=0.05139, over 2140512.02 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06481, over 16190.54 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3016, pruned_loss=0.06699, over 479808.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.05704, over 1478.84 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2593, pruned_loss=0.04985, over 2060221.02 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06526, over 16653.49 utterances.], batch size: 258, lr: 4.93e-04
2022-08-23 23:03:18,665 INFO [train.py:927] (0/8) Epoch 7, batch 450, giga_loss[loss=0.1648, simple_loss=0.2396, pruned_loss=0.04495, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05071, over 34.00 utterances.], tot_loss[loss=0.1801, simple_loss=0.2599, pruned_loss=0.05013, over 2214560.38 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06334, over 16082.92 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.302, pruned_loss=0.06721, over 548386.47 frames. utt_duration=1273 frames, utt_pad_proportion=0.05493, over 1725.39 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2552, pruned_loss=0.04826, over 2140740.59 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06405, over 16692.07 utterances.], batch size: 34, lr: 4.93e-04
2022-08-23 23:05:02,263 INFO [train.py:927] (0/8) Epoch 7, batch 500, giga_loss[loss=0.2178, simple_loss=0.3036, pruned_loss=0.06605, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03345, over 97.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2633, pruned_loss=0.05197, over 2272138.06 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0613, over 15831.28 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06762, over 586419.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.07006, over 1899.77 utterances.], giga_tot_loss[loss=0.1797, simple_loss=0.2591, pruned_loss=0.05016, over 2209583.61 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06048, over 16408.66 utterances.], batch size: 97, lr: 4.93e-04
2022-08-23 23:06:43,624 INFO [train.py:927] (0/8) Epoch 7, batch 550, giga_loss[loss=0.2363, simple_loss=0.3231, pruned_loss=0.07478, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2767, pruned_loss=0.05811, over 2316463.44 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06199, over 16253.24 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3008, pruned_loss=0.06646, over 641847.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.06409, over 2035.12 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2731, pruned_loss=0.05677, over 2261931.62 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06193, over 16978.73 utterances.], batch size: 113, lr: 4.93e-04
2022-08-23 23:08:28,498 INFO [train.py:927] (0/8) Epoch 7, batch 600, giga_loss[loss=0.2294, simple_loss=0.3123, pruned_loss=0.07324, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03161, over 40.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2855, pruned_loss=0.06136, over 2350770.58 frames. utt_duration=562.1 frames, utt_pad_proportion=0.0637, over 16774.48 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3015, pruned_loss=0.06657, over 660327.49 frames. utt_duration=1258 frames, utt_pad_proportion=0.06328, over 2101.56 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2824, pruned_loss=0.0603, over 2306475.43 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06369, over 17421.32 utterances.], batch size: 40, lr: 4.93e-04
2022-08-23 23:10:10,006 INFO [train.py:927] (0/8) Epoch 7, batch 650, libri_loss[loss=0.1763, simple_loss=0.2525, pruned_loss=0.0501, over 12205.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01073, over 29.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2895, pruned_loss=0.06277, over 2377481.86 frames. utt_duration=536.1 frames, utt_pad_proportion=0.07064, over 17789.64 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2989, pruned_loss=0.06516, over 704965.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05919, over 2211.88 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06226, over 2339944.73 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07098, over 18575.45 utterances.], batch size: 29, lr: 4.93e-04
2022-08-23 23:11:52,483 INFO [train.py:927] (0/8) Epoch 7, batch 700, giga_loss[loss=0.2314, simple_loss=0.3149, pruned_loss=0.07388, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03281, over 42.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2944, pruned_loss=0.06541, over 2398863.69 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06926, over 17870.27 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3004, pruned_loss=0.0658, over 740051.48 frames. utt_duration=1230 frames, utt_pad_proportion=0.0724, over 2410.47 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2924, pruned_loss=0.06485, over 2367571.13 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06812, over 18599.46 utterances.], batch size: 42, lr: 4.93e-04
2022-08-23 23:13:36,758 INFO [train.py:927] (0/8) Epoch 7, batch 750, giga_loss[loss=0.2356, simple_loss=0.3259, pruned_loss=0.07266, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04601, over 31.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2994, pruned_loss=0.06741, over 2415723.82 frames. utt_duration=530.9 frames, utt_pad_proportion=0.07239, over 18251.28 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3009, pruned_loss=0.06583, over 748646.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.07146, over 2433.41 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2978, pruned_loss=0.06699, over 2391023.79 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07154, over 18875.60 utterances.], batch size: 31, lr: 4.93e-04
2022-08-23 23:15:18,708 INFO [train.py:927] (0/8) Epoch 7, batch 800, libri_loss[loss=0.1724, simple_loss=0.2639, pruned_loss=0.04049, over 12302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004609, over 32.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3018, pruned_loss=0.06746, over 2428310.60 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07423, over 18520.86 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3013, pruned_loss=0.06518, over 799376.83 frames. utt_duration=1243 frames, utt_pad_proportion=0.06655, over 2574.58 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3004, pruned_loss=0.0674, over 2407489.70 frames. utt_duration=499 frames, utt_pad_proportion=0.0742, over 19355.01 utterances.], batch size: 32, lr: 4.93e-04
2022-08-23 23:17:00,997 INFO [train.py:927] (0/8) Epoch 7, batch 850, giga_loss[loss=0.2275, simple_loss=0.3137, pruned_loss=0.07063, over 12381.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03309, over 104.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3024, pruned_loss=0.06695, over 2438593.69 frames. utt_duration=548.2 frames, utt_pad_proportion=0.07313, over 17841.94 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3007, pruned_loss=0.06555, over 832270.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.06394, over 2655.55 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3015, pruned_loss=0.06681, over 2421639.90 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07354, over 18709.29 utterances.], batch size: 104, lr: 4.93e-04
2022-08-23 23:18:45,246 INFO [train.py:927] (0/8) Epoch 7, batch 900, giga_loss[loss=0.2498, simple_loss=0.3309, pruned_loss=0.08437, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04083, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3027, pruned_loss=0.06671, over 2445292.87 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06856, over 17312.01 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.0648, over 888275.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05976, over 2792.76 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3026, pruned_loss=0.06686, over 2431152.20 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06976, over 18345.63 utterances.], batch size: 113, lr: 4.92e-04
2022-08-23 23:20:25,512 INFO [train.py:927] (0/8) Epoch 7, batch 950, giga_loss[loss=0.2483, simple_loss=0.3165, pruned_loss=0.09006, over 12313.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.06936, over 2450756.68 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06672, over 16782.17 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2991, pruned_loss=0.06478, over 942819.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.05633, over 2953.33 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3044, pruned_loss=0.06962, over 2438681.64 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06843, over 17923.00 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:22:09,688 INFO [train.py:927] (0/8) Epoch 7, batch 1000, giga_loss[loss=0.2285, simple_loss=0.3058, pruned_loss=0.07557, over 12403.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03779, over 113.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3042, pruned_loss=0.07018, over 2456032.45 frames. utt_duration=573 frames, utt_pad_proportion=0.06738, over 17188.80 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.298, pruned_loss=0.06412, over 973134.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.0546, over 3030.75 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3048, pruned_loss=0.07073, over 2446147.02 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06902, over 18285.32 utterances.], batch size: 113, lr: 4.92e-04
2022-08-23 23:23:52,923 INFO [train.py:927] (0/8) Epoch 7, batch 1050, giga_loss[loss=0.2234, simple_loss=0.3048, pruned_loss=0.07097, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.0699, over 2459710.42 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06568, over 16654.38 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2975, pruned_loss=0.06388, over 1017448.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.05388, over 3171.02 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3042, pruned_loss=0.07058, over 2451486.10 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06741, over 17782.34 utterances.], batch size: 104, lr: 4.92e-04
2022-08-23 23:25:35,670 INFO [train.py:927] (0/8) Epoch 7, batch 1100, giga_loss[loss=0.2029, simple_loss=0.2842, pruned_loss=0.06081, over 12473.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.03873, over 34.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06873, over 2462758.86 frames. utt_duration=576.2 frames, utt_pad_proportion=0.0696, over 17140.88 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.298, pruned_loss=0.06412, over 1060206.68 frames. utt_duration=1290 frames, utt_pad_proportion=0.05196, over 3292.40 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06934, over 2456155.11 frames. utt_duration=538.9 frames, utt_pad_proportion=0.07112, over 18281.95 utterances.], batch size: 34, lr: 4.92e-04
2022-08-23 23:27:20,056 INFO [train.py:927] (0/8) Epoch 7, batch 1150, giga_loss[loss=0.203, simple_loss=0.2847, pruned_loss=0.06064, over 12419.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2982, pruned_loss=0.06745, over 2465201.43 frames. utt_duration=545.4 frames, utt_pad_proportion=0.07305, over 18129.33 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.298, pruned_loss=0.06386, over 1094819.83 frames. utt_duration=1294 frames, utt_pad_proportion=0.0505, over 3387.38 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2987, pruned_loss=0.06812, over 2460034.93 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07442, over 19268.45 utterances.], batch size: 133, lr: 4.92e-04
2022-08-23 23:29:05,921 INFO [train.py:927] (0/8) Epoch 7, batch 1200, giga_loss[loss=0.2073, simple_loss=0.2876, pruned_loss=0.06351, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2943, pruned_loss=0.06619, over 2467476.76 frames. utt_duration=525.2 frames, utt_pad_proportion=0.07143, over 18846.38 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2978, pruned_loss=0.0635, over 1108686.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.04976, over 3413.43 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2947, pruned_loss=0.0669, over 2463239.76 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07274, over 19861.25 utterances.], batch size: 146, lr: 4.92e-04
2022-08-23 23:30:48,415 INFO [train.py:927] (0/8) Epoch 7, batch 1250, giga_loss[loss=0.2046, simple_loss=0.2901, pruned_loss=0.05951, over 12306.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02447, over 54.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.06675, over 2468425.67 frames. utt_duration=529.9 frames, utt_pad_proportion=0.0725, over 18685.50 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2987, pruned_loss=0.06407, over 1142658.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05696, over 3606.43 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2952, pruned_loss=0.06714, over 2464756.63 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07272, over 19668.30 utterances.], batch size: 54, lr: 4.92e-04
2022-08-23 23:32:31,096 INFO [train.py:927] (0/8) Epoch 7, batch 1300, giga_loss[loss=0.1963, simple_loss=0.2793, pruned_loss=0.05667, over 12330.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2937, pruned_loss=0.06643, over 2469482.88 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06703, over 18125.02 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2987, pruned_loss=0.06419, over 1188291.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05377, over 3715.55 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06678, over 2466627.51 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06818, over 19303.95 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:34:12,451 INFO [train.py:927] (0/8) Epoch 7, batch 1350, giga_loss[loss=0.1864, simple_loss=0.267, pruned_loss=0.05286, over 12408.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02813, over 58.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2899, pruned_loss=0.06489, over 2468755.71 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06204, over 16821.73 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2983, pruned_loss=0.0638, over 1238336.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05269, over 3882.86 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2897, pruned_loss=0.06541, over 2466719.20 frames. utt_duration=546 frames, utt_pad_proportion=0.06374, over 18121.62 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:35:53,262 INFO [train.py:927] (0/8) Epoch 7, batch 1400, giga_loss[loss=0.2034, simple_loss=0.2809, pruned_loss=0.06293, over 12337.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2873, pruned_loss=0.06397, over 2469376.91 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06325, over 16993.94 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06372, over 1262400.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.06043, over 4023.39 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2869, pruned_loss=0.06443, over 2468095.89 frames. utt_duration=546 frames, utt_pad_proportion=0.06304, over 18130.70 utterances.], batch size: 360, lr: 4.92e-04
2022-08-23 23:37:36,581 INFO [train.py:927] (0/8) Epoch 7, batch 1450, giga_loss[loss=0.1935, simple_loss=0.2739, pruned_loss=0.05649, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03457, over 123.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.284, pruned_loss=0.06247, over 2470135.82 frames. utt_duration=603 frames, utt_pad_proportion=0.05846, over 16425.95 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.299, pruned_loss=0.06394, over 1280510.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.06048, over 4106.53 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2832, pruned_loss=0.06272, over 2469036.15 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05853, over 17424.04 utterances.], batch size: 123, lr: 4.92e-04
2022-08-23 23:39:18,091 INFO [train.py:927] (0/8) Epoch 7, batch 1500, giga_loss[loss=0.1678, simple_loss=0.2509, pruned_loss=0.04232, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03916, over 33.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2812, pruned_loss=0.06087, over 2470376.88 frames. utt_duration=632.2 frames, utt_pad_proportion=0.05393, over 15666.73 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2992, pruned_loss=0.06389, over 1304166.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.06029, over 4191.83 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2801, pruned_loss=0.06104, over 2469477.97 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05421, over 16597.16 utterances.], batch size: 33, lr: 4.92e-04
2022-08-23 23:41:02,949 INFO [train.py:927] (0/8) Epoch 7, batch 1550, giga_loss[loss=0.2098, simple_loss=0.2857, pruned_loss=0.06697, over 12356.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04953, over 34.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2821, pruned_loss=0.0618, over 2470648.51 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05533, over 16013.46 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06355, over 1327509.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05864, over 4240.67 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2812, pruned_loss=0.06204, over 2469765.25 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05577, over 16906.16 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:42:46,699 INFO [train.py:927] (0/8) Epoch 7, batch 1600, libri_loss[loss=0.1968, simple_loss=0.2904, pruned_loss=0.05162, over 12469.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004586, over 35.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2874, pruned_loss=0.06462, over 2471844.67 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05622, over 16348.02 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2985, pruned_loss=0.06352, over 1372428.86 frames. utt_duration=1240 frames, utt_pad_proportion=0.06377, over 4434.15 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2863, pruned_loss=0.06483, over 2471139.73 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05546, over 17333.77 utterances.], batch size: 35, lr: 4.91e-04
2022-08-23 23:44:27,450 INFO [train.py:927] (0/8) Epoch 7, batch 1650, giga_loss[loss=0.2438, simple_loss=0.3115, pruned_loss=0.08808, over 12355.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1951, over 367.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2926, pruned_loss=0.06721, over 2472775.94 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05932, over 16966.72 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2983, pruned_loss=0.06361, over 1415448.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06092, over 4556.75 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2915, pruned_loss=0.06743, over 2472382.69 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05913, over 18093.45 utterances.], batch size: 367, lr: 4.91e-04
2022-08-23 23:46:10,409 INFO [train.py:927] (0/8) Epoch 7, batch 1700, giga_loss[loss=0.2252, simple_loss=0.3098, pruned_loss=0.07034, over 12341.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.0501, over 31.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2982, pruned_loss=0.0694, over 2472217.78 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06227, over 17545.78 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2977, pruned_loss=0.0632, over 1440884.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.05954, over 4627.24 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2975, pruned_loss=0.06986, over 2472534.04 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06221, over 18645.51 utterances.], batch size: 31, lr: 4.91e-04
2022-08-23 23:47:52,995 INFO [train.py:927] (0/8) Epoch 7, batch 1750, giga_loss[loss=0.1924, simple_loss=0.28, pruned_loss=0.05239, over 12365.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3027, pruned_loss=0.07103, over 2472583.85 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05901, over 18089.62 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.06337, over 1456111.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.05877, over 4681.48 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.302, pruned_loss=0.0714, over 2472976.64 frames. utt_duration=519.9 frames, utt_pad_proportion=0.0593, over 19080.90 utterances.], batch size: 91, lr: 4.91e-04
2022-08-23 23:49:35,107 INFO [train.py:927] (0/8) Epoch 7, batch 1800, giga_loss[loss=0.2068, simple_loss=0.2969, pruned_loss=0.05829, over 12351.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3016, pruned_loss=0.06938, over 2472908.20 frames. utt_duration=548 frames, utt_pad_proportion=0.06101, over 18101.00 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2984, pruned_loss=0.06346, over 1485950.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05676, over 4752.24 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.301, pruned_loss=0.0698, over 2473487.55 frames. utt_duration=517 frames, utt_pad_proportion=0.06159, over 19194.21 utterances.], batch size: 58, lr: 4.91e-04
2022-08-23 23:51:20,555 INFO [train.py:927] (0/8) Epoch 7, batch 1850, giga_loss[loss=0.2044, simple_loss=0.2961, pruned_loss=0.05633, over 12398.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02607, over 48.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3027, pruned_loss=0.06989, over 2472832.91 frames. utt_duration=560 frames, utt_pad_proportion=0.05997, over 17710.27 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.06332, over 1490917.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.05646, over 4758.48 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3023, pruned_loss=0.07031, over 2473260.70 frames. utt_duration=533 frames, utt_pad_proportion=0.06056, over 18612.74 utterances.], batch size: 48, lr: 4.91e-04
2022-08-23 23:51:49,854 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-160000.pt
2022-08-23 23:53:10,118 INFO [train.py:927] (0/8) Epoch 7, batch 1900, giga_loss[loss=0.2297, simple_loss=0.311, pruned_loss=0.07418, over 12355.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3055, pruned_loss=0.07141, over 2473292.42 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05629, over 17538.44 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2985, pruned_loss=0.06343, over 1505616.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05538, over 4795.95 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.305, pruned_loss=0.07178, over 2473563.71 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05718, over 18391.43 utterances.], batch size: 91, lr: 4.91e-04
2022-08-23 23:54:53,970 INFO [train.py:927] (0/8) Epoch 7, batch 1950, giga_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06638, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02756, over 66.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3076, pruned_loss=0.07306, over 2473656.71 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05846, over 17556.74 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2985, pruned_loss=0.06329, over 1529441.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05389, over 4858.58 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3075, pruned_loss=0.07359, over 2473982.45 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05941, over 18452.29 utterances.], batch size: 66, lr: 4.91e-04
2022-08-23 23:56:36,268 INFO [train.py:927] (0/8) Epoch 7, batch 2000, giga_loss[loss=0.1896, simple_loss=0.2812, pruned_loss=0.04905, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03252, over 28.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3084, pruned_loss=0.07392, over 2473151.00 frames. utt_duration=559.8 frames, utt_pad_proportion=0.0577, over 17718.97 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2978, pruned_loss=0.06304, over 1548047.23 frames. utt_duration=1266 frames, utt_pad_proportion=0.05304, over 4897.24 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3088, pruned_loss=0.07466, over 2473516.53 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05871, over 18619.48 utterances.], batch size: 28, lr: 4.91e-04
2022-08-23 23:58:18,863 INFO [train.py:927] (0/8) Epoch 7, batch 2050, giga_loss[loss=0.264, simple_loss=0.3245, pruned_loss=0.1017, over 12354.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3098, pruned_loss=0.0736, over 2473167.35 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05759, over 16772.93 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.06273, over 1575538.83 frames. utt_duration=1258 frames, utt_pad_proportion=0.05331, over 5015.15 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3102, pruned_loss=0.07466, over 2473387.20 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05845, over 17719.86 utterances.], batch size: 363, lr: 4.91e-04
2022-08-24 00:00:02,115 INFO [train.py:927] (0/8) Epoch 7, batch 2100, giga_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07033, over 12364.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03588, over 122.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3098, pruned_loss=0.0739, over 2473824.00 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06246, over 17732.10 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2986, pruned_loss=0.06282, over 1588823.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.0524, over 5057.68 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3101, pruned_loss=0.07483, over 2474076.46 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06314, over 18601.18 utterances.], batch size: 122, lr: 4.91e-04
2022-08-24 00:01:42,750 INFO [train.py:927] (0/8) Epoch 7, batch 2150, giga_loss[loss=0.2565, simple_loss=0.3285, pruned_loss=0.09227, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03776, over 113.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3084, pruned_loss=0.07343, over 2473127.70 frames. utt_duration=592 frames, utt_pad_proportion=0.05987, over 16753.73 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2985, pruned_loss=0.06294, over 1615161.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05292, over 5166.02 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07439, over 2473219.63 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06055, over 17678.12 utterances.], batch size: 113, lr: 4.91e-04
2022-08-24 00:03:25,021 INFO [train.py:927] (0/8) Epoch 7, batch 2200, libri_loss[loss=0.242, simple_loss=0.328, pruned_loss=0.07796, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005403, over 35.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.074, over 2472960.86 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06175, over 16235.60 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2989, pruned_loss=0.0631, over 1627955.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05206, over 5200.37 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07481, over 2473032.12 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06254, over 17095.09 utterances.], batch size: 35, lr: 4.90e-04
2022-08-24 00:05:08,154 INFO [train.py:927] (0/8) Epoch 7, batch 2250, giga_loss[loss=0.2185, simple_loss=0.3056, pruned_loss=0.06565, over 12279.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02653, over 54.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3086, pruned_loss=0.0734, over 2472198.87 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05824, over 15711.05 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2988, pruned_loss=0.06305, over 1640282.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.0513, over 5225.27 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.309, pruned_loss=0.0742, over 2472507.09 frames. utt_duration=600.4 frames, utt_pad_proportion=0.0593, over 16512.31 utterances.], batch size: 54, lr: 4.90e-04
2022-08-24 00:06:52,174 INFO [train.py:927] (0/8) Epoch 7, batch 2300, giga_loss[loss=0.2919, simple_loss=0.3306, pruned_loss=0.1266, over 12339.00 frames. utt_duration=132.3 frames, utt_pad_proportion=0.2215, over 377.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3095, pruned_loss=0.07506, over 2471792.63 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05977, over 16021.59 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.06302, over 1664584.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.04978, over 5280.80 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07599, over 2472326.86 frames. utt_duration=587.2 frames, utt_pad_proportion=0.061, over 16883.81 utterances.], batch size: 377, lr: 4.90e-04
2022-08-24 00:08:33,706 INFO [train.py:927] (0/8) Epoch 7, batch 2350, giga_loss[loss=0.2448, simple_loss=0.3168, pruned_loss=0.08643, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02984, over 80.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3095, pruned_loss=0.07671, over 2472373.93 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05877, over 15577.83 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2989, pruned_loss=0.06384, over 1688117.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.04828, over 5312.05 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07731, over 2473165.80 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06033, over 16515.69 utterances.], batch size: 80, lr: 4.90e-04
2022-08-24 00:10:15,555 INFO [train.py:927] (0/8) Epoch 7, batch 2400, giga_loss[loss=0.2201, simple_loss=0.2989, pruned_loss=0.07068, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3095, pruned_loss=0.07716, over 2472275.73 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06282, over 15825.82 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.299, pruned_loss=0.06405, over 1715137.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.04652, over 5375.89 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3103, pruned_loss=0.07792, over 2472943.72 frames. utt_duration=589.1 frames, utt_pad_proportion=0.06441, over 16834.35 utterances.], batch size: 75, lr: 4.90e-04
2022-08-24 00:11:59,146 INFO [train.py:927] (0/8) Epoch 7, batch 2450, giga_loss[loss=0.2043, simple_loss=0.2842, pruned_loss=0.0622, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03943, over 113.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3071, pruned_loss=0.0763, over 2472570.31 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06753, over 16591.98 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06408, over 1733856.01 frames. utt_duration=1284 frames, utt_pad_proportion=0.04534, over 5409.06 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.308, pruned_loss=0.07719, over 2473122.34 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06896, over 17614.14 utterances.], batch size: 113, lr: 4.90e-04
2022-08-24 00:13:39,938 INFO [train.py:927] (0/8) Epoch 7, batch 2500, giga_loss[loss=0.2223, simple_loss=0.307, pruned_loss=0.06876, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05662, over 162.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07374, over 2473013.13 frames. utt_duration=613 frames, utt_pad_proportion=0.06529, over 16176.77 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2991, pruned_loss=0.06403, over 1755462.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.04498, over 5489.97 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3035, pruned_loss=0.07478, over 2473734.16 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06695, over 17218.03 utterances.], batch size: 162, lr: 4.90e-04
2022-08-24 00:15:22,351 INFO [train.py:927] (0/8) Epoch 7, batch 2550, giga_loss[loss=0.2419, simple_loss=0.3296, pruned_loss=0.07709, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.0419, over 146.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3022, pruned_loss=0.07366, over 2473890.56 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06513, over 16993.86 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2993, pruned_loss=0.06431, over 1786708.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04313, over 5555.79 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3028, pruned_loss=0.0747, over 2474837.85 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06727, over 18223.72 utterances.], batch size: 146, lr: 4.90e-04
2022-08-24 00:17:04,907 INFO [train.py:927] (0/8) Epoch 7, batch 2600, giga_loss[loss=0.2193, simple_loss=0.3036, pruned_loss=0.06751, over 12401.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06279, over 183.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3027, pruned_loss=0.07311, over 2473693.26 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06499, over 17177.97 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2991, pruned_loss=0.06428, over 1813080.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.04155, over 5595.07 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3034, pruned_loss=0.07428, over 2475023.98 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06744, over 18538.43 utterances.], batch size: 183, lr: 4.90e-04
2022-08-24 00:18:46,621 INFO [train.py:927] (0/8) Epoch 7, batch 2650, giga_loss[loss=0.2993, simple_loss=0.3496, pruned_loss=0.1245, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3028, pruned_loss=0.07209, over 2474000.40 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06513, over 17190.04 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3001, pruned_loss=0.06483, over 1845551.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04597, over 5762.71 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3028, pruned_loss=0.07302, over 2474936.30 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06616, over 18673.07 utterances.], batch size: 258, lr: 4.90e-04
2022-08-24 00:20:27,889 INFO [train.py:927] (0/8) Epoch 7, batch 2700, libri_loss[loss=0.1828, simple_loss=0.2574, pruned_loss=0.05406, over 12228.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008104, over 29.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3014, pruned_loss=0.07032, over 2474104.40 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06014, over 17204.27 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3001, pruned_loss=0.06503, over 1864055.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.0448, over 5801.20 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3016, pruned_loss=0.07112, over 2475000.19 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06182, over 18677.59 utterances.], batch size: 29, lr: 4.90e-04
2022-08-24 00:22:07,319 INFO [train.py:927] (0/8) Epoch 7, batch 2750, libri_loss[loss=0.1902, simple_loss=0.2726, pruned_loss=0.05386, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006043, over 31.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.0698, over 2474358.07 frames. utt_duration=553.4 frames, utt_pad_proportion=0.0599, over 17934.26 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2999, pruned_loss=0.06494, over 1878843.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04371, over 5823.87 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3017, pruned_loss=0.07062, over 2475368.23 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06164, over 19368.52 utterances.], batch size: 31, lr: 4.90e-04
2022-08-24 00:23:48,943 INFO [train.py:927] (0/8) Epoch 7, batch 2800, giga_loss[loss=0.3105, simple_loss=0.3666, pruned_loss=0.1272, over 12382.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.221, simple_loss=0.302, pruned_loss=0.07002, over 2473804.95 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05736, over 17580.00 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2999, pruned_loss=0.06492, over 1881672.53 frames. utt_duration=1293 frames, utt_pad_proportion=0.04351, over 5825.76 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3023, pruned_loss=0.0707, over 2474732.00 frames. utt_duration=529.3 frames, utt_pad_proportion=0.059, over 18754.56 utterances.], batch size: 258, lr: 4.90e-04
2022-08-24 00:25:30,260 INFO [train.py:927] (0/8) Epoch 7, batch 2850, giga_loss[loss=0.2295, simple_loss=0.3182, pruned_loss=0.07041, over 12419.00 frames. utt_duration=508.5 frames, utt_pad_proportion=0.03687, over 98.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3049, pruned_loss=0.07057, over 2474505.44 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05641, over 17642.54 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3014, pruned_loss=0.06529, over 1896405.53 frames. utt_duration=1289 frames, utt_pad_proportion=0.0431, over 5889.53 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07097, over 2475174.13 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05803, over 18784.91 utterances.], batch size: 98, lr: 4.89e-04
2022-08-24 00:27:10,046 INFO [train.py:927] (0/8) Epoch 7, batch 2900, giga_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.0629, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03551, over 51.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3053, pruned_loss=0.07057, over 2474163.13 frames. utt_duration=574.6 frames, utt_pad_proportion=0.0536, over 17268.16 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3016, pruned_loss=0.06541, over 1924276.31 frames. utt_duration=1292 frames, utt_pad_proportion=0.04213, over 5964.64 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3047, pruned_loss=0.07106, over 2475051.07 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0556, over 18671.50 utterances.], batch size: 51, lr: 4.89e-04
2022-08-24 00:28:50,878 INFO [train.py:927] (0/8) Epoch 7, batch 2950, giga_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07148, over 12431.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3056, pruned_loss=0.07117, over 2474154.39 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05598, over 17054.61 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.302, pruned_loss=0.06565, over 1935131.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.04826, over 6081.00 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07149, over 2474903.79 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05572, over 18259.39 utterances.], batch size: 80, lr: 4.89e-04
2022-08-24 00:30:32,064 INFO [train.py:927] (0/8) Epoch 7, batch 3000, giga_loss[loss=0.161, simple_loss=0.2573, pruned_loss=0.03237, over 12389.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02698, over 70.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.303, pruned_loss=0.07034, over 2473535.33 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05984, over 17182.70 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3019, pruned_loss=0.0656, over 1943244.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.04806, over 6106.53 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3026, pruned_loss=0.0707, over 2474053.80 frames. utt_duration=543 frames, utt_pad_proportion=0.05957, over 18274.05 utterances.], batch size: 70, lr: 4.89e-04
2022-08-24 00:30:32,071 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 00:30:45,389 INFO [train.py:967] (0/8) 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] (0/8) Epoch 7, batch 3050, giga_loss[loss=0.1958, simple_loss=0.2843, pruned_loss=0.05364, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03703, over 37.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06896, over 2473538.29 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05934, over 17390.13 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3019, pruned_loss=0.06563, over 1948305.47 frames. utt_duration=1277 frames, utt_pad_proportion=0.04763, over 6110.44 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3016, pruned_loss=0.06926, over 2474147.14 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05932, over 18340.55 utterances.], batch size: 37, lr: 4.89e-04
2022-08-24 00:34:01,218 INFO [train.py:927] (0/8) Epoch 7, batch 3100, giga_loss[loss=0.2078, simple_loss=0.2977, pruned_loss=0.05896, over 12389.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02435, over 66.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3028, pruned_loss=0.06905, over 2474069.03 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05632, over 17742.71 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.302, pruned_loss=0.0655, over 1950763.94 frames. utt_duration=1279 frames, utt_pad_proportion=0.04746, over 6108.89 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06939, over 2474683.69 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05649, over 18535.01 utterances.], batch size: 66, lr: 4.89e-04
2022-08-24 00:35:39,485 INFO [train.py:927] (0/8) Epoch 7, batch 3150, giga_loss[loss=0.1969, simple_loss=0.2812, pruned_loss=0.05634, over 12329.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03105, over 48.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3016, pruned_loss=0.06917, over 2474823.70 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05805, over 17952.56 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3026, pruned_loss=0.06574, over 1963641.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.04646, over 6134.75 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.301, pruned_loss=0.06937, over 2475396.41 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05849, over 18819.97 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:37:17,606 INFO [train.py:927] (0/8) Epoch 7, batch 3200, giga_loss[loss=0.1958, simple_loss=0.2791, pruned_loss=0.05626, over 12362.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03161, over 97.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.298, pruned_loss=0.06782, over 2474581.53 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0543, over 17451.84 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3023, pruned_loss=0.06546, over 1975838.37 frames. utt_duration=1289 frames, utt_pad_proportion=0.04546, over 6137.30 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2976, pruned_loss=0.06824, over 2475441.99 frames. utt_duration=539.9 frames, utt_pad_proportion=0.0552, over 18392.31 utterances.], batch size: 97, lr: 4.89e-04
2022-08-24 00:38:57,871 INFO [train.py:927] (0/8) Epoch 7, batch 3250, giga_loss[loss=0.1809, simple_loss=0.2546, pruned_loss=0.05362, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04295, over 31.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2966, pruned_loss=0.06765, over 2474752.73 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05367, over 17532.06 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3025, pruned_loss=0.06557, over 1990482.33 frames. utt_duration=1285 frames, utt_pad_proportion=0.04536, over 6204.29 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2961, pruned_loss=0.06797, over 2475553.72 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05456, over 18518.19 utterances.], batch size: 31, lr: 4.89e-04
2022-08-24 00:40:37,999 INFO [train.py:927] (0/8) Epoch 7, batch 3300, giga_loss[loss=0.2042, simple_loss=0.2827, pruned_loss=0.06284, over 12354.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2935, pruned_loss=0.06647, over 2474953.86 frames. utt_duration=557.6 frames, utt_pad_proportion=0.0584, over 17801.92 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3027, pruned_loss=0.06572, over 2002232.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.05078, over 6302.13 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06663, over 2475812.08 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05729, over 18751.35 utterances.], batch size: 362, lr: 4.89e-04
2022-08-24 00:42:17,031 INFO [train.py:927] (0/8) Epoch 7, batch 3350, giga_loss[loss=0.2062, simple_loss=0.2941, pruned_loss=0.05917, over 12328.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03154, over 66.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.06642, over 2474907.54 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05858, over 17753.43 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.06542, over 2016255.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.04999, over 6332.67 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2929, pruned_loss=0.06679, over 2475564.00 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05799, over 18794.11 utterances.], batch size: 66, lr: 4.89e-04
2022-08-24 00:43:56,925 INFO [train.py:927] (0/8) Epoch 7, batch 3400, libri_loss[loss=0.2355, simple_loss=0.3321, pruned_loss=0.06944, over 12449.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009772, over 39.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2971, pruned_loss=0.068, over 2474686.53 frames. utt_duration=571.2 frames, utt_pad_proportion=0.0554, over 17374.20 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.06591, over 2034015.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.04858, over 6388.24 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2958, pruned_loss=0.06797, over 2475446.62 frames. utt_duration=534.6 frames, utt_pad_proportion=0.05564, over 18572.70 utterances.], batch size: 39, lr: 4.89e-04
2022-08-24 00:45:36,711 INFO [train.py:927] (0/8) Epoch 7, batch 3450, giga_loss[loss=0.2108, simple_loss=0.2858, pruned_loss=0.06795, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2984, pruned_loss=0.06823, over 2474518.97 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05757, over 17390.54 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3031, pruned_loss=0.06606, over 2042484.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.04786, over 6416.38 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2972, pruned_loss=0.06814, over 2475365.38 frames. utt_duration=536.1 frames, utt_pad_proportion=0.05796, over 18520.26 utterances.], batch size: 26, lr: 4.89e-04
2022-08-24 00:47:22,651 INFO [train.py:927] (0/8) Epoch 7, batch 3500, giga_loss[loss=0.2429, simple_loss=0.3207, pruned_loss=0.08258, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3018, pruned_loss=0.07055, over 2474390.77 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05939, over 17615.95 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3032, pruned_loss=0.06614, over 2044727.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.04765, over 6424.30 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3007, pruned_loss=0.07043, over 2474980.49 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05969, over 18541.26 utterances.], batch size: 97, lr: 4.88e-04
2022-08-24 00:49:04,627 INFO [train.py:927] (0/8) Epoch 7, batch 3550, giga_loss[loss=0.2689, simple_loss=0.3359, pruned_loss=0.101, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.0317, over 80.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07632, over 2474721.78 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05947, over 18606.42 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3039, pruned_loss=0.06632, over 2055138.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.04668, over 6424.62 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.07627, over 2475376.23 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06006, over 19605.35 utterances.], batch size: 80, lr: 4.88e-04
2022-08-24 00:50:48,015 INFO [train.py:927] (0/8) Epoch 7, batch 3600, giga_loss[loss=0.2474, simple_loss=0.3242, pruned_loss=0.08528, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02995, over 45.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3171, pruned_loss=0.08118, over 2474754.00 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05623, over 18618.54 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3035, pruned_loss=0.06618, over 2061144.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.04626, over 6416.32 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08142, over 2475504.25 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05701, over 19583.82 utterances.], batch size: 45, lr: 4.88e-04
2022-08-24 00:52:33,675 INFO [train.py:927] (0/8) Epoch 7, batch 3650, giga_loss[loss=0.303, simple_loss=0.3622, pruned_loss=0.1219, over 12424.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07589, over 213.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3236, pruned_loss=0.08638, over 2475033.24 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06501, over 19744.95 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3037, pruned_loss=0.06629, over 2065357.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.04585, over 6429.11 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3233, pruned_loss=0.08666, over 2475538.80 frames. utt_duration=482 frames, utt_pad_proportion=0.06541, over 20606.71 utterances.], batch size: 213, lr: 4.88e-04
2022-08-24 00:54:19,650 INFO [train.py:927] (0/8) Epoch 7, batch 3700, giga_loss[loss=0.2829, simple_loss=0.352, pruned_loss=0.1069, over 12349.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09186, over 2474885.19 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07598, over 21388.35 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.303, pruned_loss=0.06593, over 2075155.44 frames. utt_duration=1292 frames, utt_pad_proportion=0.04508, over 6430.45 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3292, pruned_loss=0.09281, over 2475593.16 frames. utt_duration=444 frames, utt_pad_proportion=0.07617, over 22378.27 utterances.], batch size: 97, lr: 4.88e-04
2022-08-24 00:56:07,680 INFO [train.py:927] (0/8) Epoch 7, batch 3750, libri_loss[loss=0.2514, simple_loss=0.3285, pruned_loss=0.08722, over 12346.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01573, over 41.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.334, pruned_loss=0.09682, over 2475287.88 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07987, over 22341.68 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3036, pruned_loss=0.06644, over 2084966.30 frames. utt_duration=1290 frames, utt_pad_proportion=0.04443, over 6472.23 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3347, pruned_loss=0.09783, over 2475955.25 frames. utt_duration=424 frames, utt_pad_proportion=0.08026, over 23440.94 utterances.], batch size: 41, lr: 4.88e-04
2022-08-24 00:57:53,398 INFO [train.py:927] (0/8) Epoch 7, batch 3800, giga_loss[loss=0.2389, simple_loss=0.3054, pruned_loss=0.08625, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03868, over 37.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3353, pruned_loss=0.0993, over 2475534.94 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08163, over 22436.11 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.304, pruned_loss=0.06672, over 2096657.24 frames. utt_duration=1292 frames, utt_pad_proportion=0.04342, over 6499.73 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3364, pruned_loss=0.1007, over 2475949.97 frames. utt_duration=419 frames, utt_pad_proportion=0.08243, over 23719.59 utterances.], batch size: 37, lr: 4.88e-04
2022-08-24 00:59:38,990 INFO [train.py:927] (0/8) Epoch 7, batch 3850, giga_loss[loss=0.3342, simple_loss=0.3872, pruned_loss=0.1406, over 12425.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06621, over 184.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3366, pruned_loss=0.1, over 2475043.88 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08392, over 22776.10 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.304, pruned_loss=0.06673, over 2104174.91 frames. utt_duration=1292 frames, utt_pad_proportion=0.0428, over 6519.55 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.338, pruned_loss=0.1017, over 2475392.74 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08478, over 24051.77 utterances.], batch size: 184, lr: 4.88e-04
2022-08-24 01:00:06,132 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-162000.pt
2022-08-24 01:01:28,904 INFO [train.py:927] (0/8) Epoch 7, batch 3900, giga_loss[loss=0.2707, simple_loss=0.3376, pruned_loss=0.1018, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03199, over 85.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.338, pruned_loss=0.09983, over 2474968.76 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08092, over 22452.50 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3041, pruned_loss=0.06665, over 2111184.76 frames. utt_duration=1295 frames, utt_pad_proportion=0.04222, over 6526.21 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3396, pruned_loss=0.1019, over 2475567.85 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08211, over 23757.43 utterances.], batch size: 85, lr: 4.88e-04
2022-08-24 01:03:14,812 INFO [train.py:927] (0/8) Epoch 7, batch 3950, giga_loss[loss=0.2618, simple_loss=0.3437, pruned_loss=0.08995, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03816, over 40.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3369, pruned_loss=0.09715, over 2474746.20 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0808, over 22129.94 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3055, pruned_loss=0.06708, over 2120385.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05179, over 6702.28 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3379, pruned_loss=0.09917, over 2475033.87 frames. utt_duration=425 frames, utt_pad_proportion=0.07981, over 23377.15 utterances.], batch size: 40, lr: 4.88e-04
2022-08-24 01:05:03,562 INFO [train.py:927] (0/8) Epoch 7, batch 4000, giga_loss[loss=0.2109, simple_loss=0.2967, pruned_loss=0.06252, over 12261.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03059, over 45.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.334, pruned_loss=0.09468, over 2474525.37 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08195, over 22306.31 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3055, pruned_loss=0.06699, over 2123929.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05132, over 6714.23 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3351, pruned_loss=0.09659, over 2474743.45 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08131, over 23409.93 utterances.], batch size: 45, lr: 4.88e-04
2022-08-24 01:06:47,076 INFO [train.py:927] (0/8) Epoch 7, batch 4050, libri_loss[loss=0.2091, simple_loss=0.2934, pruned_loss=0.06243, over 12465.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005441, over 32.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3304, pruned_loss=0.09178, over 2474778.15 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07865, over 21281.95 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3057, pruned_loss=0.06723, over 2135915.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.0497, over 6733.88 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3319, pruned_loss=0.09395, over 2475035.05 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07904, over 22638.42 utterances.], batch size: 32, lr: 4.88e-04
2022-08-24 01:08:34,999 INFO [train.py:927] (0/8) Epoch 7, batch 4100, giga_loss[loss=0.2675, simple_loss=0.3373, pruned_loss=0.09885, over 12376.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06093, over 182.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.329, pruned_loss=0.09095, over 2474239.61 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07757, over 20615.24 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3053, pruned_loss=0.06713, over 2148785.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.0529, over 6810.11 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3314, pruned_loss=0.09366, over 2474837.53 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07745, over 22156.01 utterances.], batch size: 182, lr: 4.88e-04
2022-08-24 01:10:24,931 INFO [train.py:927] (0/8) Epoch 7, batch 4150, giga_loss[loss=0.2538, simple_loss=0.3354, pruned_loss=0.08608, over 12440.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03216, over 80.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3278, pruned_loss=0.08837, over 2474547.46 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07317, over 20026.94 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3055, pruned_loss=0.0674, over 2163462.60 frames. utt_duration=1257 frames, utt_pad_proportion=0.05615, over 6892.20 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3305, pruned_loss=0.0913, over 2474735.57 frames. utt_duration=456 frames, utt_pad_proportion=0.07284, over 21775.84 utterances.], batch size: 80, lr: 4.88e-04
2022-08-24 01:12:08,478 INFO [train.py:927] (0/8) Epoch 7, batch 4200, giga_loss[loss=0.2613, simple_loss=0.3404, pruned_loss=0.09108, over 12464.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03156, over 92.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3282, pruned_loss=0.08815, over 2474547.69 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07251, over 19691.30 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3055, pruned_loss=0.06738, over 2178238.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05435, over 6938.46 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3315, pruned_loss=0.09152, over 2475109.90 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07318, over 21687.28 utterances.], batch size: 92, lr: 4.87e-04
2022-08-24 01:13:54,736 INFO [train.py:927] (0/8) Epoch 7, batch 4250, giga_loss[loss=0.2308, simple_loss=0.3131, pruned_loss=0.07421, over 12433.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.03969, over 114.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3277, pruned_loss=0.08853, over 2474363.19 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07109, over 20198.58 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3055, pruned_loss=0.06741, over 2181217.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05388, over 6937.09 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3305, pruned_loss=0.09134, over 2474787.11 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07189, over 21875.90 utterances.], batch size: 114, lr: 4.87e-04
2022-08-24 01:15:39,049 INFO [train.py:927] (0/8) Epoch 7, batch 4300, giga_loss[loss=0.2575, simple_loss=0.3105, pruned_loss=0.1023, over 12351.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3273, pruned_loss=0.08909, over 2473589.34 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07337, over 20928.16 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3061, pruned_loss=0.06744, over 2186564.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05303, over 6944.33 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3294, pruned_loss=0.09167, over 2474334.93 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07415, over 22492.68 utterances.], batch size: 368, lr: 4.87e-04
2022-08-24 01:17:26,814 INFO [train.py:927] (0/8) Epoch 7, batch 4350, giga_loss[loss=0.2224, simple_loss=0.3147, pruned_loss=0.06503, over 12470.00 frames. utt_duration=757.3 frames, utt_pad_proportion=0.01904, over 66.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3261, pruned_loss=0.08775, over 2473725.28 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07498, over 21167.81 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.306, pruned_loss=0.06739, over 2189104.49 frames. utt_duration=1264 frames, utt_pad_proportion=0.05278, over 6933.93 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.328, pruned_loss=0.09, over 2474599.60 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07561, over 22527.69 utterances.], batch size: 66, lr: 4.87e-04
2022-08-24 01:19:12,861 INFO [train.py:927] (0/8) Epoch 7, batch 4400, giga_loss[loss=0.2218, simple_loss=0.3018, pruned_loss=0.07089, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03218, over 51.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3247, pruned_loss=0.08684, over 2474266.92 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07418, over 20663.95 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3062, pruned_loss=0.06759, over 2192035.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.0523, over 6941.57 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3262, pruned_loss=0.08862, over 2474878.17 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07491, over 21841.46 utterances.], batch size: 51, lr: 4.87e-04
2022-08-24 01:20:58,496 INFO [train.py:927] (0/8) Epoch 7, batch 4450, giga_loss[loss=0.2394, simple_loss=0.3203, pruned_loss=0.07922, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.08658, over 2474369.05 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07711, over 20934.94 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3063, pruned_loss=0.06772, over 2194812.34 frames. utt_duration=1253 frames, utt_pad_proportion=0.05648, over 7012.19 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3244, pruned_loss=0.08804, over 2474879.07 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07651, over 21918.71 utterances.], batch size: 58, lr: 4.87e-04
2022-08-24 01:22:43,870 INFO [train.py:927] (0/8) Epoch 7, batch 4500, giga_loss[loss=0.2349, simple_loss=0.3057, pruned_loss=0.08209, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04062, over 113.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08526, over 2474195.90 frames. utt_duration=494.5 frames, utt_pad_proportion=0.0703, over 20072.86 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3064, pruned_loss=0.06761, over 2199631.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05552, over 7013.02 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3219, pruned_loss=0.08683, over 2475234.71 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07049, over 21092.10 utterances.], batch size: 113, lr: 4.87e-04
2022-08-24 01:24:27,742 INFO [train.py:927] (0/8) Epoch 7, batch 4550, giga_loss[loss=0.2683, simple_loss=0.3424, pruned_loss=0.09709, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.05773, over 162.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3199, pruned_loss=0.08532, over 2474592.36 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06855, over 20006.52 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3059, pruned_loss=0.06754, over 2209021.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.0588, over 7074.26 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.08723, over 2475503.75 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06805, over 21193.90 utterances.], batch size: 162, lr: 4.87e-04
2022-08-24 01:26:10,139 INFO [train.py:927] (0/8) Epoch 7, batch 4600, giga_loss[loss=0.2172, simple_loss=0.3097, pruned_loss=0.06239, over 12375.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08469, over 2474514.54 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06873, over 19912.32 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3063, pruned_loss=0.06787, over 2214177.66 frames. utt_duration=1247 frames, utt_pad_proportion=0.05889, over 7108.26 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3214, pruned_loss=0.08626, over 2475352.30 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06839, over 21056.33 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:27:51,936 INFO [train.py:927] (0/8) Epoch 7, batch 4650, giga_loss[loss=0.2359, simple_loss=0.3111, pruned_loss=0.08038, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.08455, over 2474451.06 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07194, over 20131.13 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3069, pruned_loss=0.06808, over 2223952.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.05794, over 7154.44 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3219, pruned_loss=0.08624, over 2475553.62 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07191, over 21471.34 utterances.], batch size: 122, lr: 4.87e-04
2022-08-24 01:29:39,475 INFO [train.py:927] (0/8) Epoch 7, batch 4700, giga_loss[loss=0.2684, simple_loss=0.3367, pruned_loss=0.1001, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03468, over 105.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3237, pruned_loss=0.08709, over 2475069.82 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0754, over 20551.68 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3078, pruned_loss=0.06814, over 2230147.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05709, over 7162.47 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.08884, over 2475960.15 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07558, over 21923.84 utterances.], batch size: 105, lr: 4.87e-04
2022-08-24 01:31:22,471 INFO [train.py:927] (0/8) Epoch 7, batch 4750, giga_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.0804, over 12324.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02717, over 79.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3243, pruned_loss=0.0882, over 2475091.41 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07454, over 20827.80 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3074, pruned_loss=0.06769, over 2236302.06 frames. utt_duration=1254 frames, utt_pad_proportion=0.05598, over 7143.51 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3254, pruned_loss=0.09041, over 2475720.39 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07516, over 22243.56 utterances.], batch size: 79, lr: 4.87e-04
2022-08-24 01:33:05,954 INFO [train.py:927] (0/8) Epoch 7, batch 4800, giga_loss[loss=0.2246, simple_loss=0.2949, pruned_loss=0.07712, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04466, over 31.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3246, pruned_loss=0.08958, over 2474665.33 frames. utt_duration=478 frames, utt_pad_proportion=0.07206, over 20773.98 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3065, pruned_loss=0.0672, over 2243087.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05495, over 7124.26 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3267, pruned_loss=0.0923, over 2475429.79 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07314, over 22289.98 utterances.], batch size: 31, lr: 4.87e-04
2022-08-24 01:34:48,893 INFO [train.py:927] (0/8) Epoch 7, batch 4850, giga_loss[loss=0.27, simple_loss=0.3508, pruned_loss=0.09454, over 12423.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03792, over 133.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3225, pruned_loss=0.08782, over 2474168.61 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06741, over 19969.63 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3057, pruned_loss=0.0669, over 2250852.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05342, over 7107.09 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3254, pruned_loss=0.0909, over 2474989.15 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06921, over 21608.83 utterances.], batch size: 133, lr: 4.86e-04
2022-08-24 01:36:34,086 INFO [train.py:927] (0/8) Epoch 7, batch 4900, giga_loss[loss=0.2368, simple_loss=0.3157, pruned_loss=0.07897, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03887, over 30.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3207, pruned_loss=0.08596, over 2472681.39 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07768, over 20537.69 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3057, pruned_loss=0.06682, over 2256889.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05649, over 7168.52 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3234, pruned_loss=0.08904, over 2473842.30 frames. utt_duration=448 frames, utt_pad_proportion=0.07774, over 22160.30 utterances.], batch size: 30, lr: 4.86e-04
2022-08-24 01:38:22,026 INFO [train.py:927] (0/8) Epoch 7, batch 4950, giga_loss[loss=0.2555, simple_loss=0.3306, pruned_loss=0.09023, over 12404.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02939, over 62.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3186, pruned_loss=0.08505, over 2473464.91 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07686, over 20533.98 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3054, pruned_loss=0.06673, over 2263116.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.0553, over 7155.67 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3214, pruned_loss=0.08808, over 2474550.86 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07741, over 22209.37 utterances.], batch size: 62, lr: 4.86e-04
2022-08-24 01:40:06,652 INFO [train.py:927] (0/8) Epoch 7, batch 5000, libri_loss[loss=0.1788, simple_loss=0.2674, pruned_loss=0.04505, over 12192.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.011, over 29.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3215, pruned_loss=0.08648, over 2473800.91 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0762, over 20802.75 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3052, pruned_loss=0.06664, over 2266015.25 frames. utt_duration=1269 frames, utt_pad_proportion=0.05466, over 7150.34 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3242, pruned_loss=0.08926, over 2474904.64 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07698, over 22336.34 utterances.], batch size: 29, lr: 4.86e-04
2022-08-24 01:41:51,989 INFO [train.py:927] (0/8) Epoch 7, batch 5050, libri_loss[loss=0.2449, simple_loss=0.3438, pruned_loss=0.073, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006334, over 31.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3247, pruned_loss=0.08651, over 2474018.86 frames. utt_duration=479.3 frames, utt_pad_proportion=0.0757, over 20710.62 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3048, pruned_loss=0.0664, over 2271115.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.05363, over 7129.76 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3274, pruned_loss=0.08933, over 2474958.34 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07677, over 22241.78 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:43:35,718 INFO [train.py:927] (0/8) Epoch 7, batch 5100, giga_loss[loss=0.2789, simple_loss=0.3465, pruned_loss=0.1057, over 12450.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03098, over 80.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3267, pruned_loss=0.08779, over 2474227.75 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0709, over 20566.99 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06626, over 2274615.53 frames. utt_duration=1280 frames, utt_pad_proportion=0.053, over 7119.17 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3293, pruned_loss=0.09053, over 2475464.27 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07234, over 22039.27 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:45:22,811 INFO [train.py:927] (0/8) Epoch 7, batch 5150, giga_loss[loss=0.2481, simple_loss=0.3253, pruned_loss=0.08544, over 12364.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04012, over 145.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3272, pruned_loss=0.08922, over 2473889.88 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07669, over 20935.77 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3052, pruned_loss=0.06647, over 2280521.03 frames. utt_duration=1251 frames, utt_pad_proportion=0.06208, over 7300.48 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3296, pruned_loss=0.09186, over 2474902.86 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07537, over 22323.79 utterances.], batch size: 145, lr: 4.86e-04
2022-08-24 01:47:06,315 INFO [train.py:927] (0/8) Epoch 7, batch 5200, libri_loss[loss=0.1855, simple_loss=0.2686, pruned_loss=0.05118, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005202, over 32.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3236, pruned_loss=0.08741, over 2474149.41 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0827, over 20985.69 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06645, over 2287931.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06825, over 7427.22 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3265, pruned_loss=0.09039, over 2475176.65 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0798, over 22490.95 utterances.], batch size: 32, lr: 4.86e-04
2022-08-24 01:48:51,595 INFO [train.py:927] (0/8) Epoch 7, batch 5250, giga_loss[loss=0.2985, simple_loss=0.3583, pruned_loss=0.1193, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3232, pruned_loss=0.08775, over 2474208.31 frames. utt_duration=478.7 frames, utt_pad_proportion=0.08, over 20739.02 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3047, pruned_loss=0.06629, over 2293056.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.06659, over 7407.62 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3263, pruned_loss=0.09085, over 2475373.97 frames. utt_duration=445 frames, utt_pad_proportion=0.07843, over 22325.75 utterances.], batch size: 146, lr: 4.86e-04
2022-08-24 01:50:35,183 INFO [train.py:927] (0/8) Epoch 7, batch 5300, giga_loss[loss=0.268, simple_loss=0.3377, pruned_loss=0.0991, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03842, over 113.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3222, pruned_loss=0.08784, over 2474530.38 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08208, over 21198.32 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3043, pruned_loss=0.06604, over 2299605.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.06481, over 7395.60 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3256, pruned_loss=0.09122, over 2475197.52 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08139, over 22911.66 utterances.], batch size: 113, lr: 4.86e-04
2022-08-24 01:52:18,737 INFO [train.py:927] (0/8) Epoch 7, batch 5350, giga_loss[loss=0.2843, simple_loss=0.3548, pruned_loss=0.1069, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3228, pruned_loss=0.08828, over 2474842.52 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07584, over 21344.46 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.304, pruned_loss=0.06598, over 2302271.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06407, over 7387.66 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3259, pruned_loss=0.09129, over 2475314.46 frames. utt_duration=434 frames, utt_pad_proportion=0.07596, over 22890.63 utterances.], batch size: 183, lr: 4.86e-04
2022-08-24 01:54:05,088 INFO [train.py:927] (0/8) Epoch 7, batch 5400, giga_loss[loss=0.2592, simple_loss=0.3285, pruned_loss=0.09496, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03348, over 85.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08945, over 2475057.15 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07539, over 21581.06 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.304, pruned_loss=0.06581, over 2304738.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.06353, over 7379.90 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.09228, over 2475518.07 frames. utt_duration=432 frames, utt_pad_proportion=0.07572, over 23002.50 utterances.], batch size: 85, lr: 4.86e-04
2022-08-24 01:55:50,395 INFO [train.py:927] (0/8) Epoch 7, batch 5450, giga_loss[loss=0.3004, simple_loss=0.3597, pruned_loss=0.1206, over 12377.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07103, over 212.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3263, pruned_loss=0.08979, over 2474736.69 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07613, over 21745.13 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06624, over 2309322.90 frames. utt_duration=1241 frames, utt_pad_proportion=0.06681, over 7454.69 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3286, pruned_loss=0.09233, over 2475500.03 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07569, over 23195.27 utterances.], batch size: 212, lr: 4.86e-04
2022-08-24 01:57:35,359 INFO [train.py:927] (0/8) Epoch 7, batch 5500, giga_loss[loss=0.2342, simple_loss=0.318, pruned_loss=0.07518, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03974, over 37.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3283, pruned_loss=0.08936, over 2474710.60 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07621, over 21576.59 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3045, pruned_loss=0.06619, over 2312434.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.06577, over 7453.70 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3305, pruned_loss=0.09181, over 2475461.33 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07621, over 22975.65 utterances.], batch size: 37, lr: 4.85e-04
2022-08-24 01:59:18,480 INFO [train.py:927] (0/8) Epoch 7, batch 5550, giga_loss[loss=0.2731, simple_loss=0.3416, pruned_loss=0.1023, over 12378.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3303, pruned_loss=0.09044, over 2474115.44 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06996, over 20376.50 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06619, over 2315284.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.06481, over 7446.67 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3324, pruned_loss=0.09278, over 2475015.00 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07066, over 21729.51 utterances.], batch size: 91, lr: 4.85e-04
2022-08-24 02:01:00,242 INFO [train.py:927] (0/8) Epoch 7, batch 5600, giga_loss[loss=0.2472, simple_loss=0.3303, pruned_loss=0.08211, over 12410.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04, over 105.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3302, pruned_loss=0.09073, over 2474174.32 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06931, over 20139.31 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3042, pruned_loss=0.06609, over 2320846.74 frames. utt_duration=1251 frames, utt_pad_proportion=0.06352, over 7430.56 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.333, pruned_loss=0.09343, over 2474817.65 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07035, over 21641.42 utterances.], batch size: 105, lr: 4.85e-04
2022-08-24 02:02:44,640 INFO [train.py:927] (0/8) Epoch 7, batch 5650, giga_loss[loss=0.2707, simple_loss=0.3445, pruned_loss=0.09844, over 12423.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03142, over 80.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3296, pruned_loss=0.0889, over 2474221.00 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06647, over 20050.92 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3043, pruned_loss=0.06605, over 2323719.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06416, over 7477.28 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3322, pruned_loss=0.09151, over 2474893.80 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06734, over 21437.74 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:04:29,148 INFO [train.py:927] (0/8) Epoch 7, batch 5700, giga_loss[loss=0.2408, simple_loss=0.3192, pruned_loss=0.08114, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04181, over 113.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3299, pruned_loss=0.08874, over 2473252.13 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07096, over 20121.04 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3048, pruned_loss=0.06642, over 2328612.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.06684, over 7546.39 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3324, pruned_loss=0.09124, over 2474042.23 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07073, over 21573.00 utterances.], batch size: 113, lr: 4.85e-04
2022-08-24 02:06:14,790 INFO [train.py:927] (0/8) Epoch 7, batch 5750, giga_loss[loss=0.2749, simple_loss=0.3387, pruned_loss=0.1055, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3297, pruned_loss=0.08931, over 2474008.04 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07144, over 20291.54 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06642, over 2329259.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06658, over 7540.66 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3317, pruned_loss=0.09137, over 2474699.43 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07132, over 21491.60 utterances.], batch size: 97, lr: 4.85e-04
2022-08-24 02:08:02,312 INFO [train.py:927] (0/8) Epoch 7, batch 5800, giga_loss[loss=0.3113, simple_loss=0.3607, pruned_loss=0.1309, over 12373.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3276, pruned_loss=0.08896, over 2473642.38 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07106, over 19861.72 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3051, pruned_loss=0.06674, over 2334096.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06885, over 7582.80 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3298, pruned_loss=0.09107, over 2474340.51 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0704, over 21193.39 utterances.], batch size: 258, lr: 4.85e-04
2022-08-24 02:09:48,644 INFO [train.py:927] (0/8) Epoch 7, batch 5850, giga_loss[loss=0.2182, simple_loss=0.3083, pruned_loss=0.06404, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04814, over 26.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3273, pruned_loss=0.08981, over 2473796.94 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06906, over 20332.66 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3054, pruned_loss=0.06695, over 2336633.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.06847, over 7603.78 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3291, pruned_loss=0.0917, over 2474563.54 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06879, over 21596.70 utterances.], batch size: 26, lr: 4.85e-04
2022-08-24 02:10:18,214 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-164000.pt
2022-08-24 02:11:37,535 INFO [train.py:927] (0/8) Epoch 7, batch 5900, giga_loss[loss=0.2365, simple_loss=0.3143, pruned_loss=0.07934, over 12447.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02959, over 80.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3251, pruned_loss=0.08802, over 2473924.28 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06667, over 20040.02 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3054, pruned_loss=0.06692, over 2340842.01 frames. utt_duration=1236 frames, utt_pad_proportion=0.06652, over 7584.90 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3273, pruned_loss=0.09026, over 2475020.44 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06717, over 21458.24 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:13:21,525 INFO [train.py:927] (0/8) Epoch 7, batch 5950, giga_loss[loss=0.2599, simple_loss=0.3217, pruned_loss=0.09906, over 12394.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07449, over 213.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3212, pruned_loss=0.0847, over 2474043.45 frames. utt_duration=504 frames, utt_pad_proportion=0.06863, over 19693.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3054, pruned_loss=0.06709, over 2345293.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.07034, over 7670.36 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3235, pruned_loss=0.08695, over 2475045.54 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06769, over 21143.08 utterances.], batch size: 213, lr: 4.85e-04
2022-08-24 02:15:11,035 INFO [train.py:927] (0/8) Epoch 7, batch 6000, giga_loss[loss=0.2696, simple_loss=0.3538, pruned_loss=0.09273, over 12380.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.0363, over 80.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.08396, over 2474062.70 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07179, over 20180.56 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.305, pruned_loss=0.06682, over 2348365.79 frames. utt_duration=1229 frames, utt_pad_proportion=0.06896, over 7649.77 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08634, over 2474972.07 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07125, over 21612.45 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:15:11,060 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 02:15:24,869 INFO [train.py:967] (0/8) 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 02:17:06,789 INFO [train.py:927] (0/8) Epoch 7, batch 6050, libri_loss[loss=0.1812, simple_loss=0.2639, pruned_loss=0.0493, over 12239.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005238, over 31.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08237, over 2474901.52 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07075, over 19416.29 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3046, pruned_loss=0.06662, over 2352152.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.06751, over 7623.76 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3195, pruned_loss=0.08492, over 2475584.92 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07091, over 20926.20 utterances.], batch size: 31, lr: 4.85e-04
2022-08-24 02:18:52,536 INFO [train.py:927] (0/8) Epoch 7, batch 6100, giga_loss[loss=0.2581, simple_loss=0.3259, pruned_loss=0.0951, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03316, over 85.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.08299, over 2475317.20 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07507, over 19967.59 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3043, pruned_loss=0.06646, over 2354000.27 frames. utt_duration=1238 frames, utt_pad_proportion=0.06668, over 7614.45 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3208, pruned_loss=0.08536, over 2475862.68 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0752, over 21331.17 utterances.], batch size: 85, lr: 4.85e-04
2022-08-24 02:20:39,452 INFO [train.py:927] (0/8) Epoch 7, batch 6150, giga_loss[loss=0.2342, simple_loss=0.3225, pruned_loss=0.073, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04807, over 31.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.08387, over 2474883.62 frames. utt_duration=493.8 frames, utt_pad_proportion=0.0773, over 20105.73 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3045, pruned_loss=0.06641, over 2357355.59 frames. utt_duration=1242 frames, utt_pad_proportion=0.06512, over 7603.32 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08629, over 2475537.40 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07791, over 21561.79 utterances.], batch size: 31, lr: 4.85e-04
2022-08-24 02:22:29,862 INFO [train.py:927] (0/8) Epoch 7, batch 6200, giga_loss[loss=0.2296, simple_loss=0.3038, pruned_loss=0.07774, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02442, over 48.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3208, pruned_loss=0.08502, over 2474437.69 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07585, over 20387.53 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3047, pruned_loss=0.06666, over 2358262.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.06459, over 7595.30 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.0869, over 2475202.69 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07661, over 21655.67 utterances.], batch size: 48, lr: 4.84e-04
2022-08-24 02:24:17,517 INFO [train.py:927] (0/8) Epoch 7, batch 6250, giga_loss[loss=0.3616, simple_loss=0.3843, pruned_loss=0.1695, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3211, pruned_loss=0.0857, over 2473949.95 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07293, over 19801.79 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3042, pruned_loss=0.06641, over 2361275.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.06328, over 7558.79 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3235, pruned_loss=0.08793, over 2474955.33 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07418, over 21180.07 utterances.], batch size: 259, lr: 4.84e-04
2022-08-24 02:26:04,601 INFO [train.py:927] (0/8) Epoch 7, batch 6300, libri_loss[loss=0.208, simple_loss=0.2942, pruned_loss=0.06089, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005724, over 32.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3219, pruned_loss=0.08487, over 2473850.81 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07012, over 19680.80 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3039, pruned_loss=0.06619, over 2366703.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.06233, over 7564.90 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.325, pruned_loss=0.08788, over 2475245.42 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07182, over 21441.48 utterances.], batch size: 32, lr: 4.84e-04
2022-08-24 02:27:53,547 INFO [train.py:927] (0/8) Epoch 7, batch 6350, giga_loss[loss=0.253, simple_loss=0.337, pruned_loss=0.08454, over 12431.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.02986, over 75.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3216, pruned_loss=0.08471, over 2474125.42 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07183, over 20249.67 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3037, pruned_loss=0.06598, over 2369728.64 frames. utt_duration=1253 frames, utt_pad_proportion=0.06118, over 7574.94 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3248, pruned_loss=0.0878, over 2475392.86 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07352, over 21992.28 utterances.], batch size: 75, lr: 4.84e-04
2022-08-24 02:29:41,756 INFO [train.py:927] (0/8) Epoch 7, batch 6400, giga_loss[loss=0.2163, simple_loss=0.2965, pruned_loss=0.06807, over 12349.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02382, over 45.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3223, pruned_loss=0.08548, over 2474499.07 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07045, over 20528.71 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3044, pruned_loss=0.06618, over 2371359.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.0621, over 7631.03 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3244, pruned_loss=0.08799, over 2475434.66 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07168, over 22016.74 utterances.], batch size: 45, lr: 4.84e-04
2022-08-24 02:31:27,448 INFO [train.py:927] (0/8) Epoch 7, batch 6450, giga_loss[loss=0.2401, simple_loss=0.3172, pruned_loss=0.08154, over 12369.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3228, pruned_loss=0.0868, over 2474513.38 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07314, over 21301.01 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3045, pruned_loss=0.06607, over 2372396.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.06249, over 7649.76 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3245, pruned_loss=0.08904, over 2475244.41 frames. utt_duration=440 frames, utt_pad_proportion=0.07387, over 22574.21 utterances.], batch size: 62, lr: 4.84e-04
2022-08-24 02:33:14,097 INFO [train.py:927] (0/8) Epoch 7, batch 6500, giga_loss[loss=0.282, simple_loss=0.3553, pruned_loss=0.1044, over 12438.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03825, over 105.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08674, over 2473992.12 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06954, over 20260.66 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.06612, over 2374081.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.0615, over 7643.75 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.08883, over 2474884.33 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07072, over 21510.34 utterances.], batch size: 105, lr: 4.84e-04
2022-08-24 02:34:58,325 INFO [train.py:927] (0/8) Epoch 7, batch 6550, libri_loss[loss=0.2247, simple_loss=0.3147, pruned_loss=0.06738, over 12412.00 frames. utt_duration=956.2 frames, utt_pad_proportion=0.0743, over 52.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3245, pruned_loss=0.08795, over 2475050.10 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0658, over 20120.86 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.305, pruned_loss=0.06626, over 2377270.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.06463, over 7726.81 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.326, pruned_loss=0.09011, over 2475559.65 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06589, over 21392.02 utterances.], batch size: 52, lr: 4.84e-04
2022-08-24 02:36:42,388 INFO [train.py:927] (0/8) Epoch 7, batch 6600, libri_loss[loss=0.2317, simple_loss=0.3109, pruned_loss=0.0762, over 12383.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01403, over 41.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3234, pruned_loss=0.08798, over 2474766.31 frames. utt_duration=507 frames, utt_pad_proportion=0.06229, over 19582.37 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06623, over 2379689.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06344, over 7705.84 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3254, pruned_loss=0.09024, over 2475186.11 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06297, over 20897.47 utterances.], batch size: 41, lr: 4.84e-04
2022-08-24 02:38:28,307 INFO [train.py:927] (0/8) Epoch 7, batch 6650, giga_loss[loss=0.2317, simple_loss=0.3082, pruned_loss=0.07765, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02943, over 42.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3236, pruned_loss=0.08811, over 2473952.29 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06351, over 19479.34 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06639, over 2382094.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06601, over 7762.16 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3255, pruned_loss=0.09033, over 2474621.91 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0632, over 20792.36 utterances.], batch size: 42, lr: 4.84e-04
2022-08-24 02:40:13,601 INFO [train.py:927] (0/8) Epoch 7, batch 6700, giga_loss[loss=0.203, simple_loss=0.2961, pruned_loss=0.05491, over 12426.00 frames. utt_duration=858.3 frames, utt_pad_proportion=0.02682, over 58.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08726, over 2473635.24 frames. utt_duration=513 frames, utt_pad_proportion=0.06515, over 19344.88 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3045, pruned_loss=0.06634, over 2385296.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.06525, over 7763.95 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.0899, over 2474540.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06509, over 20839.33 utterances.], batch size: 58, lr: 4.84e-04
2022-08-24 02:41:58,063 INFO [train.py:927] (0/8) Epoch 7, batch 6750, giga_loss[loss=0.2277, simple_loss=0.3139, pruned_loss=0.07081, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03339, over 37.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3243, pruned_loss=0.08877, over 2473972.28 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06503, over 19166.95 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3039, pruned_loss=0.06612, over 2387582.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.0638, over 7724.54 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3274, pruned_loss=0.09165, over 2475008.08 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06545, over 20705.43 utterances.], batch size: 37, lr: 4.84e-04
2022-08-24 02:43:43,894 INFO [train.py:927] (0/8) Epoch 7, batch 6800, giga_loss[loss=0.3281, simple_loss=0.3741, pruned_loss=0.141, over 12401.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3271, pruned_loss=0.09023, over 2473870.54 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06793, over 19860.04 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3043, pruned_loss=0.06626, over 2388830.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06753, over 7797.88 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3294, pruned_loss=0.09271, over 2474737.86 frames. utt_duration=469 frames, utt_pad_proportion=0.06693, over 21172.16 utterances.], batch size: 258, lr: 4.84e-04
2022-08-24 02:45:29,141 INFO [train.py:927] (0/8) Epoch 7, batch 6850, giga_loss[loss=0.3381, simple_loss=0.379, pruned_loss=0.1485, over 12367.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3263, pruned_loss=0.08932, over 2473737.19 frames. utt_duration=496 frames, utt_pad_proportion=0.06645, over 20009.98 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.0663, over 2389998.38 frames. utt_duration=1224 frames, utt_pad_proportion=0.06753, over 7816.82 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3283, pruned_loss=0.09159, over 2474477.43 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06572, over 21194.77 utterances.], batch size: 257, lr: 4.84e-04
2022-08-24 02:47:13,091 INFO [train.py:927] (0/8) Epoch 7, batch 6900, giga_loss[loss=0.2571, simple_loss=0.3357, pruned_loss=0.08927, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03141, over 80.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.08954, over 2474060.40 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06773, over 20448.07 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3046, pruned_loss=0.06635, over 2391756.57 frames. utt_duration=1221 frames, utt_pad_proportion=0.06725, over 7846.18 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3281, pruned_loss=0.0917, over 2474559.40 frames. utt_duration=460 frames, utt_pad_proportion=0.06719, over 21587.21 utterances.], batch size: 80, lr: 4.83e-04
2022-08-24 02:49:02,558 INFO [train.py:927] (0/8) Epoch 7, batch 6950, giga_loss[loss=0.307, simple_loss=0.3448, pruned_loss=0.1346, over 12336.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2132, over 373.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3285, pruned_loss=0.09175, over 2474073.55 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07261, over 21125.37 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3047, pruned_loss=0.06634, over 2392810.54 frames. utt_duration=1223 frames, utt_pad_proportion=0.06643, over 7836.56 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3302, pruned_loss=0.09378, over 2474611.06 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07222, over 22199.91 utterances.], batch size: 373, lr: 4.83e-04
2022-08-24 02:50:46,554 INFO [train.py:927] (0/8) Epoch 7, batch 7000, giga_loss[loss=0.2398, simple_loss=0.321, pruned_loss=0.07925, over 12422.00 frames. utt_duration=711 frames, utt_pad_proportion=0.02463, over 70.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.329, pruned_loss=0.09225, over 2474251.52 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07396, over 21138.55 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3046, pruned_loss=0.06615, over 2394111.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.06633, over 7829.79 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.09451, over 2474973.78 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07371, over 22242.54 utterances.], batch size: 70, lr: 4.83e-04
2022-08-24 02:52:33,038 INFO [train.py:927] (0/8) Epoch 7, batch 7050, giga_loss[loss=0.2489, simple_loss=0.3263, pruned_loss=0.08574, over 12361.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0318, over 85.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3289, pruned_loss=0.09165, over 2474207.75 frames. utt_duration=478 frames, utt_pad_proportion=0.07167, over 20769.48 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.305, pruned_loss=0.06624, over 2395516.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.06919, over 7893.47 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3305, pruned_loss=0.09383, over 2474961.04 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07065, over 21824.98 utterances.], batch size: 85, lr: 4.83e-04
2022-08-24 02:54:17,990 INFO [train.py:927] (0/8) Epoch 7, batch 7100, giga_loss[loss=0.2463, simple_loss=0.3221, pruned_loss=0.08528, over 12406.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0376, over 113.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.328, pruned_loss=0.09064, over 2474523.79 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07116, over 20488.86 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3053, pruned_loss=0.06631, over 2396876.89 frames. utt_duration=1215 frames, utt_pad_proportion=0.06849, over 7903.56 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3294, pruned_loss=0.09276, over 2475318.06 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07062, over 21542.70 utterances.], batch size: 113, lr: 4.83e-04
2022-08-24 02:56:03,221 INFO [train.py:927] (0/8) Epoch 7, batch 7150, libri_loss[loss=0.2038, simple_loss=0.2949, pruned_loss=0.05638, over 12276.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006949, over 32.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.327, pruned_loss=0.08975, over 2474344.49 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07381, over 20443.10 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3054, pruned_loss=0.06641, over 2398444.74 frames. utt_duration=1208 frames, utt_pad_proportion=0.07137, over 7949.10 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3286, pruned_loss=0.09192, over 2475321.38 frames. utt_duration=461 frames, utt_pad_proportion=0.07236, over 21547.48 utterances.], batch size: 32, lr: 4.83e-04
2022-08-24 02:57:49,937 INFO [train.py:927] (0/8) Epoch 7, batch 7200, giga_loss[loss=0.212, simple_loss=0.2949, pruned_loss=0.06452, over 12435.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3256, pruned_loss=0.08977, over 2474201.28 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07758, over 20832.21 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3058, pruned_loss=0.06676, over 2399811.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.07026, over 7931.21 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3269, pruned_loss=0.0916, over 2475092.91 frames. utt_duration=452.9 frames, utt_pad_proportion=0.0766, over 21933.21 utterances.], batch size: 75, lr: 4.83e-04
2022-08-24 02:59:34,313 INFO [train.py:927] (0/8) Epoch 7, batch 7250, giga_loss[loss=0.2866, simple_loss=0.3417, pruned_loss=0.1157, over 12366.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07146, over 212.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3224, pruned_loss=0.08786, over 2474489.93 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07195, over 20447.67 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.0666, over 2401969.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.0687, over 7916.42 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3239, pruned_loss=0.09008, over 2475273.54 frames. utt_duration=457.8 frames, utt_pad_proportion=0.072, over 21698.03 utterances.], batch size: 212, lr: 4.83e-04
2022-08-24 03:01:21,564 INFO [train.py:927] (0/8) Epoch 7, batch 7300, giga_loss[loss=0.217, simple_loss=0.2919, pruned_loss=0.07099, over 12460.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03074, over 75.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3205, pruned_loss=0.0874, over 2474449.71 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07314, over 20491.58 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.306, pruned_loss=0.06665, over 2403752.30 frames. utt_duration=1209 frames, utt_pad_proportion=0.07067, over 7961.74 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3221, pruned_loss=0.08977, over 2475705.57 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07249, over 21840.84 utterances.], batch size: 75, lr: 4.83e-04
2022-08-24 03:03:07,341 INFO [train.py:927] (0/8) Epoch 7, batch 7350, libri_loss[loss=0.1855, simple_loss=0.2634, pruned_loss=0.05384, over 12230.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008666, over 29.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08581, over 2474768.24 frames. utt_duration=470 frames, utt_pad_proportion=0.0706, over 21128.37 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3059, pruned_loss=0.06657, over 2404680.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.06984, over 7947.35 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3225, pruned_loss=0.08804, over 2475877.01 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07051, over 22389.59 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 03:04:51,523 INFO [train.py:927] (0/8) Epoch 7, batch 7400, giga_loss[loss=0.2194, simple_loss=0.3043, pruned_loss=0.0673, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0348, over 40.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3176, pruned_loss=0.08219, over 2475325.64 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07283, over 22141.43 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06623, over 2407442.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.06793, over 7900.40 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3203, pruned_loss=0.08503, over 2476559.44 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07331, over 23796.70 utterances.], batch size: 40, lr: 4.83e-04
2022-08-24 03:06:38,490 INFO [train.py:927] (0/8) Epoch 7, batch 7450, libri_loss[loss=0.2092, simple_loss=0.2991, pruned_loss=0.05959, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006994, over 36.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3164, pruned_loss=0.0797, over 2475627.69 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07152, over 22646.22 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.06607, over 2408848.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.06656, over 7880.09 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3189, pruned_loss=0.08245, over 2476855.02 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07244, over 24325.82 utterances.], batch size: 36, lr: 4.83e-04
2022-08-24 03:08:24,461 INFO [train.py:927] (0/8) Epoch 7, batch 7500, giga_loss[loss=0.2339, simple_loss=0.3205, pruned_loss=0.07372, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3154, pruned_loss=0.07716, over 2475583.73 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07183, over 22863.11 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3046, pruned_loss=0.06599, over 2409631.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06609, over 7863.34 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3177, pruned_loss=0.0795, over 2476443.05 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07268, over 24327.46 utterances.], batch size: 113, lr: 4.83e-04
2022-08-24 03:10:09,556 INFO [train.py:927] (0/8) Epoch 7, batch 7550, giga_loss[loss=0.225, simple_loss=0.3172, pruned_loss=0.06639, over 12373.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07495, over 2475515.77 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07, over 23018.07 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06591, over 2410521.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06514, over 7837.27 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.315, pruned_loss=0.07704, over 2476558.33 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07107, over 24473.95 utterances.], batch size: 66, lr: 4.82e-04
2022-08-24 03:11:52,673 INFO [train.py:927] (0/8) Epoch 7, batch 7600, giga_loss[loss=0.1842, simple_loss=0.2878, pruned_loss=0.04031, over 12406.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03462, over 75.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3117, pruned_loss=0.07364, over 2475789.61 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06938, over 23566.47 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3049, pruned_loss=0.06579, over 2411524.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06441, over 7816.80 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3131, pruned_loss=0.07553, over 2476575.34 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07047, over 24953.13 utterances.], batch size: 75, lr: 4.82e-04
2022-08-24 03:13:36,248 INFO [train.py:927] (0/8) Epoch 7, batch 7650, giga_loss[loss=0.2018, simple_loss=0.2925, pruned_loss=0.05552, over 12394.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05675, over 162.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3094, pruned_loss=0.07153, over 2475882.81 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06944, over 23538.14 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3049, pruned_loss=0.06582, over 2412345.21 frames. utt_duration=1236 frames, utt_pad_proportion=0.06394, over 7814.48 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3106, pruned_loss=0.07308, over 2476620.18 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07048, over 24849.62 utterances.], batch size: 162, lr: 4.82e-04
2022-08-24 03:15:17,494 INFO [train.py:927] (0/8) Epoch 7, batch 7700, giga_loss[loss=0.1949, simple_loss=0.2794, pruned_loss=0.05521, over 12416.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05003, over 161.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3051, pruned_loss=0.06879, over 2476083.88 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07443, over 24131.88 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06581, over 2413113.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.06707, over 7881.33 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3059, pruned_loss=0.07008, over 2476819.52 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07413, over 25316.84 utterances.], batch size: 161, lr: 4.82e-04
2022-08-24 03:17:00,938 INFO [train.py:927] (0/8) Epoch 7, batch 7750, libri_loss[loss=0.2355, simple_loss=0.3177, pruned_loss=0.07661, over 12252.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004929, over 34.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3029, pruned_loss=0.06792, over 2475327.85 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07432, over 24242.18 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3048, pruned_loss=0.06579, over 2414018.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06613, over 7851.95 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3037, pruned_loss=0.069, over 2476236.00 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07441, over 25521.72 utterances.], batch size: 34, lr: 4.82e-04
2022-08-24 03:18:56,161 INFO [train.py:927] (0/8) Epoch 7, batch 7800, giga_loss[loss=0.2154, simple_loss=0.3143, pruned_loss=0.05829, over 12335.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03124, over 70.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3039, pruned_loss=0.06775, over 2475458.64 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07415, over 24467.22 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3048, pruned_loss=0.06579, over 2415031.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06512, over 7830.09 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3045, pruned_loss=0.06863, over 2476352.56 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07455, over 25785.90 utterances.], batch size: 70, lr: 4.82e-04
2022-08-24 03:20:59,763 INFO [train.py:927] (0/8) Epoch 7, batch 7850, giga_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05815, over 12324.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03225, over 51.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3039, pruned_loss=0.06755, over 2475988.59 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07396, over 24342.72 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3049, pruned_loss=0.06579, over 2416942.96 frames. utt_duration=1238 frames, utt_pad_proportion=0.06425, over 7820.47 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3043, pruned_loss=0.06829, over 2476855.45 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07461, over 25952.88 utterances.], batch size: 51, lr: 4.82e-04
2022-08-24 03:21:34,518 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-166000.pt
2022-08-24 03:23:07,291 INFO [train.py:927] (0/8) Epoch 7, batch 7900, giga_loss[loss=0.1918, simple_loss=0.2877, pruned_loss=0.04793, over 12399.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02949, over 122.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3021, pruned_loss=0.06567, over 2476457.95 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07005, over 23714.16 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3047, pruned_loss=0.0657, over 2417643.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.0635, over 7804.25 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3025, pruned_loss=0.06634, over 2477309.98 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07102, over 25221.79 utterances.], batch size: 122, lr: 4.82e-04
2022-08-24 03:25:17,533 INFO [train.py:927] (0/8) Epoch 7, batch 7950, giga_loss[loss=0.1959, simple_loss=0.2789, pruned_loss=0.0565, over 12452.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04111, over 114.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3001, pruned_loss=0.06496, over 2476170.94 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06868, over 23283.58 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3045, pruned_loss=0.06571, over 2420604.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.0607, over 7760.19 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06548, over 2477321.48 frames. utt_duration=391 frames, utt_pad_proportion=0.07045, over 25429.15 utterances.], batch size: 114, lr: 4.82e-04
2022-08-24 03:27:13,486 INFO [train.py:927] (0/8) Epoch 7, batch 8000, giga_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06266, over 12435.00 frames. utt_duration=542 frames, utt_pad_proportion=0.03387, over 92.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2982, pruned_loss=0.06435, over 2476831.78 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06768, over 23970.19 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3043, pruned_loss=0.0656, over 2421331.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.05994, over 7733.17 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.06483, over 2478083.96 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06933, over 25965.00 utterances.], batch size: 92, lr: 4.82e-04
2022-08-24 03:29:16,466 INFO [train.py:927] (0/8) Epoch 7, batch 8050, giga_loss[loss=0.197, simple_loss=0.2959, pruned_loss=0.0491, over 12200.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02908, over 39.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3, pruned_loss=0.06428, over 2477260.27 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06745, over 23628.42 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3047, pruned_loss=0.06571, over 2422716.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05963, over 7756.36 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2998, pruned_loss=0.06455, over 2478254.90 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06892, over 25541.23 utterances.], batch size: 39, lr: 4.82e-04
2022-08-24 03:31:29,496 INFO [train.py:927] (0/8) Epoch 7, batch 8100, giga_loss[loss=0.2588, simple_loss=0.3401, pruned_loss=0.08877, over 12439.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02899, over 122.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3001, pruned_loss=0.06434, over 2477309.24 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06533, over 23645.05 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06574, over 2423623.26 frames. utt_duration=1256 frames, utt_pad_proportion=0.05878, over 7729.74 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06449, over 2478499.82 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06691, over 25530.85 utterances.], batch size: 122, lr: 4.82e-04
2022-08-24 03:33:29,278 INFO [train.py:927] (0/8) Epoch 7, batch 8150, giga_loss[loss=0.2104, simple_loss=0.3153, pruned_loss=0.05273, over 12445.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.0483, over 161.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3032, pruned_loss=0.06508, over 2477329.03 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06614, over 24579.69 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3056, pruned_loss=0.06584, over 2424506.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.05789, over 7719.29 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3022, pruned_loss=0.06508, over 2478427.21 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06758, over 26387.94 utterances.], batch size: 161, lr: 4.82e-04
2022-08-24 03:35:32,942 INFO [train.py:927] (0/8) Epoch 7, batch 8200, giga_loss[loss=0.2105, simple_loss=0.3079, pruned_loss=0.05652, over 12397.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.029, over 85.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3038, pruned_loss=0.06439, over 2477545.85 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06682, over 25154.18 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3052, pruned_loss=0.06563, over 2426026.01 frames. utt_duration=1259 frames, utt_pad_proportion=0.05651, over 7716.15 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3033, pruned_loss=0.06456, over 2478708.97 frames. utt_duration=366.2 frames, utt_pad_proportion=0.06834, over 27163.07 utterances.], batch size: 85, lr: 4.82e-04
2022-08-24 03:37:41,394 INFO [train.py:927] (0/8) Epoch 7, batch 8250, giga_loss[loss=0.2103, simple_loss=0.3076, pruned_loss=0.05653, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04184, over 133.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3037, pruned_loss=0.06362, over 2477305.20 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06463, over 24321.30 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.305, pruned_loss=0.06556, over 2427393.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05687, over 7746.62 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.06377, over 2478373.50 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06603, over 26360.82 utterances.], batch size: 133, lr: 4.81e-04
2022-08-24 03:40:08,551 INFO [train.py:927] (0/8) Epoch 7, batch 8300, giga_loss[loss=0.2313, simple_loss=0.3201, pruned_loss=0.07122, over 12446.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04248, over 161.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3022, pruned_loss=0.06314, over 2477347.34 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06272, over 23756.36 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3048, pruned_loss=0.06539, over 2428319.77 frames. utt_duration=1252 frames, utt_pad_proportion=0.05711, over 7766.81 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3022, pruned_loss=0.06336, over 2478248.85 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06397, over 25624.52 utterances.], batch size: 161, lr: 4.81e-04
2022-08-24 03:42:16,983 INFO [train.py:927] (0/8) Epoch 7, batch 8350, giga_loss[loss=0.1994, simple_loss=0.2842, pruned_loss=0.05731, over 12424.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06898, over 212.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2999, pruned_loss=0.06248, over 2477679.82 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06358, over 23964.62 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3047, pruned_loss=0.06523, over 2429315.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.05624, over 7764.71 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2998, pruned_loss=0.06274, over 2478800.20 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06477, over 25868.12 utterances.], batch size: 212, lr: 4.81e-04
2022-08-24 03:44:28,167 INFO [train.py:927] (0/8) Epoch 7, batch 8400, libri_loss[loss=0.2025, simple_loss=0.302, pruned_loss=0.05147, over 12350.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.06176, over 51.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2982, pruned_loss=0.06197, over 2478107.31 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06779, over 24632.19 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3053, pruned_loss=0.06524, over 2430178.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.05564, over 7760.62 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.0621, over 2479081.83 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06867, over 26466.94 utterances.], batch size: 51, lr: 4.81e-04
2022-08-24 03:46:34,025 INFO [train.py:927] (0/8) Epoch 7, batch 8450, giga_loss[loss=0.2303, simple_loss=0.3195, pruned_loss=0.07062, over 12397.00 frames. utt_duration=310.9 frames, utt_pad_proportion=0.04647, over 160.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3008, pruned_loss=0.06312, over 2478371.63 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06579, over 24563.54 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3053, pruned_loss=0.06502, over 2430923.44 frames. utt_duration=1256 frames, utt_pad_proportion=0.05514, over 7753.51 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3001, pruned_loss=0.06337, over 2479314.66 frames. utt_duration=378 frames, utt_pad_proportion=0.0668, over 26313.93 utterances.], batch size: 160, lr: 4.81e-04
2022-08-24 03:48:31,683 INFO [train.py:927] (0/8) Epoch 7, batch 8500, giga_loss[loss=0.2074, simple_loss=0.2931, pruned_loss=0.06081, over 12339.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3005, pruned_loss=0.06412, over 2478540.62 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06545, over 24703.03 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3053, pruned_loss=0.06507, over 2431999.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05438, over 7765.38 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2999, pruned_loss=0.06424, over 2479608.42 frames. utt_duration=375 frames, utt_pad_proportion=0.06653, over 26533.38 utterances.], batch size: 70, lr: 4.81e-04
2022-08-24 03:50:45,866 INFO [train.py:927] (0/8) Epoch 7, batch 8550, giga_loss[loss=0.2168, simple_loss=0.2993, pruned_loss=0.06715, over 12400.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09766, over 256.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3009, pruned_loss=0.06383, over 2478309.94 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06486, over 24694.49 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3051, pruned_loss=0.06498, over 2432050.50 frames. utt_duration=1256 frames, utt_pad_proportion=0.05397, over 7753.76 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3005, pruned_loss=0.06399, over 2479513.66 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06588, over 26293.18 utterances.], batch size: 256, lr: 4.81e-04
2022-08-24 03:53:04,843 INFO [train.py:927] (0/8) Epoch 7, batch 8600, giga_loss[loss=0.2597, simple_loss=0.3168, pruned_loss=0.1013, over 12426.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09606, over 256.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06383, over 2477888.65 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06981, over 25097.67 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3044, pruned_loss=0.06468, over 2433528.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.0533, over 7745.04 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2999, pruned_loss=0.06419, over 2479166.09 frames. utt_duration=368.4 frames, utt_pad_proportion=0.0706, over 27000.77 utterances.], batch size: 256, lr: 4.81e-04
2022-08-24 03:55:10,608 INFO [train.py:927] (0/8) Epoch 7, batch 8650, giga_loss[loss=0.1899, simple_loss=0.2799, pruned_loss=0.04999, over 12403.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05121, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2951, pruned_loss=0.06188, over 2478098.74 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06795, over 24276.39 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3043, pruned_loss=0.06446, over 2435026.09 frames. utt_duration=1258 frames, utt_pad_proportion=0.05316, over 7752.78 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2952, pruned_loss=0.06233, over 2478966.18 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06889, over 26235.96 utterances.], batch size: 161, lr: 4.81e-04
2022-08-24 03:56:59,641 INFO [train.py:927] (0/8) Epoch 7, batch 8700, giga_loss[loss=0.2045, simple_loss=0.2921, pruned_loss=0.05842, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03582, over 40.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06194, over 2478038.60 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06536, over 23965.99 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3043, pruned_loss=0.0645, over 2436203.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.05251, over 7747.93 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2945, pruned_loss=0.06218, over 2479195.68 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06665, over 26152.63 utterances.], batch size: 40, lr: 4.81e-04
2022-08-24 03:59:00,384 INFO [train.py:927] (0/8) Epoch 7, batch 8750, giga_loss[loss=0.2199, simple_loss=0.3009, pruned_loss=0.06946, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2933, pruned_loss=0.06094, over 2477600.00 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06614, over 24028.47 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3039, pruned_loss=0.06439, over 2436883.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05173, over 7726.12 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2932, pruned_loss=0.06118, over 2478647.99 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06739, over 26064.48 utterances.], batch size: 133, lr: 4.81e-04
2022-08-24 04:01:14,560 INFO [train.py:927] (0/8) Epoch 7, batch 8800, giga_loss[loss=0.2017, simple_loss=0.2908, pruned_loss=0.05626, over 12401.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0461, over 161.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2929, pruned_loss=0.06099, over 2477702.83 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06887, over 24221.16 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3042, pruned_loss=0.06456, over 2438365.82 frames. utt_duration=1254 frames, utt_pad_proportion=0.05434, over 7789.45 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.06091, over 2478664.58 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06916, over 26407.06 utterances.], batch size: 161, lr: 4.81e-04
2022-08-24 04:03:24,336 INFO [train.py:927] (0/8) Epoch 7, batch 8850, giga_loss[loss=0.2324, simple_loss=0.3093, pruned_loss=0.07779, over 12353.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03331, over 97.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2924, pruned_loss=0.06062, over 2477580.19 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07281, over 24704.25 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3042, pruned_loss=0.06448, over 2439071.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05352, over 7768.77 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2917, pruned_loss=0.06056, over 2478422.25 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07307, over 26766.11 utterances.], batch size: 97, lr: 4.81e-04
2022-08-24 04:05:26,491 INFO [train.py:927] (0/8) Epoch 7, batch 8900, giga_loss[loss=0.2183, simple_loss=0.3064, pruned_loss=0.06513, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03487, over 113.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2919, pruned_loss=0.06067, over 2478042.81 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06951, over 24095.78 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3039, pruned_loss=0.06421, over 2440013.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05244, over 7743.92 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2913, pruned_loss=0.06077, over 2478933.00 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07034, over 26213.39 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 04:07:24,422 INFO [train.py:927] (0/8) Epoch 7, batch 8950, giga_loss[loss=0.2404, simple_loss=0.3256, pruned_loss=0.07756, over 12460.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03499, over 105.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2928, pruned_loss=0.06028, over 2478788.25 frames. utt_duration=396.8 frames, utt_pad_proportion=0.0674, over 25060.22 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3041, pruned_loss=0.06437, over 2440950.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.05212, over 7754.96 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2918, pruned_loss=0.06015, over 2479337.62 frames. utt_duration=368.2 frames, utt_pad_proportion=0.06836, over 27022.22 utterances.], batch size: 105, lr: 4.80e-04
2022-08-24 04:09:25,086 INFO [train.py:927] (0/8) Epoch 7, batch 9000, giga_loss[loss=0.2133, simple_loss=0.2961, pruned_loss=0.06521, over 12425.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2955, pruned_loss=0.06171, over 2478821.09 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07164, over 25433.12 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3042, pruned_loss=0.06465, over 2442082.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.05487, over 7812.45 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2944, pruned_loss=0.06125, over 2479420.07 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07155, over 27530.41 utterances.], batch size: 80, lr: 4.80e-04
2022-08-24 04:09:25,104 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 04:09:39,711 INFO [train.py:967] (0/8) 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 04:11:42,173 INFO [train.py:927] (0/8) Epoch 7, batch 9050, giga_loss[loss=0.2219, simple_loss=0.2898, pruned_loss=0.07698, over 12414.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09261, over 255.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2949, pruned_loss=0.06109, over 2478245.55 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07018, over 25158.64 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3038, pruned_loss=0.06443, over 2442784.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05495, over 7827.07 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2942, pruned_loss=0.06086, over 2478739.88 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07029, over 27115.19 utterances.], batch size: 255, lr: 4.80e-04
2022-08-24 04:13:45,543 INFO [train.py:927] (0/8) Epoch 7, batch 9100, giga_loss[loss=0.2138, simple_loss=0.2971, pruned_loss=0.06529, over 12440.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04577, over 161.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06009, over 2477890.35 frames. utt_duration=410 frames, utt_pad_proportion=0.0666, over 24243.52 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3039, pruned_loss=0.06423, over 2443826.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.05536, over 7876.59 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2926, pruned_loss=0.05989, over 2478734.67 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06698, over 26474.81 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:15:50,693 INFO [train.py:927] (0/8) Epoch 7, batch 9150, giga_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06722, over 12425.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05717, over 182.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2938, pruned_loss=0.06053, over 2478145.82 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06364, over 23919.65 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.304, pruned_loss=0.0645, over 2444674.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.05822, over 7922.93 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2925, pruned_loss=0.06002, over 2479000.23 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06344, over 26102.81 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:17:55,468 INFO [train.py:927] (0/8) Epoch 7, batch 9200, giga_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.06626, over 12469.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02978, over 55.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2946, pruned_loss=0.06119, over 2478030.85 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06542, over 24241.59 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3037, pruned_loss=0.06435, over 2444829.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.05749, over 7900.66 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2938, pruned_loss=0.06085, over 2479171.47 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06534, over 26288.68 utterances.], batch size: 55, lr: 4.80e-04
2022-08-24 04:19:48,129 INFO [train.py:927] (0/8) Epoch 7, batch 9250, giga_loss[loss=0.2028, simple_loss=0.2953, pruned_loss=0.05512, over 12439.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04766, over 147.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2972, pruned_loss=0.06216, over 2478425.72 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06896, over 25213.25 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3035, pruned_loss=0.06414, over 2446044.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.05603, over 7887.31 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2964, pruned_loss=0.062, over 2479283.58 frames. utt_duration=363 frames, utt_pad_proportion=0.06912, over 27414.54 utterances.], batch size: 147, lr: 4.80e-04
2022-08-24 04:22:07,145 INFO [train.py:927] (0/8) Epoch 7, batch 9300, giga_loss[loss=0.1971, simple_loss=0.2874, pruned_loss=0.0534, over 12312.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.0332, over 70.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2978, pruned_loss=0.0619, over 2478548.81 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06805, over 25649.97 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3039, pruned_loss=0.0642, over 2446093.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.05595, over 7904.41 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2968, pruned_loss=0.0617, over 2479459.04 frames. utt_duration=361.7 frames, utt_pad_proportion=0.06828, over 27513.80 utterances.], batch size: 70, lr: 4.80e-04
2022-08-24 04:24:09,664 INFO [train.py:927] (0/8) Epoch 7, batch 9350, giga_loss[loss=0.1852, simple_loss=0.2738, pruned_loss=0.04828, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02577, over 48.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2972, pruned_loss=0.06209, over 2478110.46 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07039, over 25709.97 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3041, pruned_loss=0.06415, over 2446487.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05453, over 7865.21 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06191, over 2479504.39 frames. utt_duration=357.9 frames, utt_pad_proportion=0.0709, over 27803.94 utterances.], batch size: 48, lr: 4.80e-04
2022-08-24 04:26:15,444 INFO [train.py:927] (0/8) Epoch 7, batch 9400, giga_loss[loss=0.2304, simple_loss=0.3056, pruned_loss=0.07757, over 12403.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2968, pruned_loss=0.06254, over 2478651.32 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07, over 25792.79 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3041, pruned_loss=0.06405, over 2447009.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.05393, over 7856.33 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2958, pruned_loss=0.06245, over 2479717.49 frames. utt_duration=359.5 frames, utt_pad_proportion=0.07063, over 27685.05 utterances.], batch size: 212, lr: 4.80e-04
2022-08-24 04:28:17,135 INFO [train.py:927] (0/8) Epoch 7, batch 9450, libri_loss[loss=0.209, simple_loss=0.3014, pruned_loss=0.05824, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00549, over 34.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2962, pruned_loss=0.06224, over 2478547.08 frames. utt_duration=388.5 frames, utt_pad_proportion=0.068, over 25601.12 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.304, pruned_loss=0.06397, over 2447321.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.05353, over 7842.81 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2955, pruned_loss=0.06223, over 2479388.37 frames. utt_duration=364.8 frames, utt_pad_proportion=0.06876, over 27276.63 utterances.], batch size: 34, lr: 4.80e-04
2022-08-24 04:30:20,761 INFO [train.py:927] (0/8) Epoch 7, batch 9500, giga_loss[loss=0.2229, simple_loss=0.3226, pruned_loss=0.06158, over 12431.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04692, over 161.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2967, pruned_loss=0.06127, over 2478671.09 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07067, over 25936.50 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3042, pruned_loss=0.06404, over 2447621.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.0531, over 7840.38 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2959, pruned_loss=0.06117, over 2479341.39 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07129, over 27418.19 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:32:25,607 INFO [train.py:927] (0/8) Epoch 7, batch 9550, libri_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05902, over 12332.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006817, over 33.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2971, pruned_loss=0.06056, over 2477607.58 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06705, over 25006.46 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3039, pruned_loss=0.06396, over 2448075.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.05239, over 7832.25 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06049, over 2478417.71 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06804, over 26580.54 utterances.], batch size: 33, lr: 4.80e-04
2022-08-24 04:34:25,107 INFO [train.py:927] (0/8) Epoch 7, batch 9600, giga_loss[loss=0.24, simple_loss=0.3043, pruned_loss=0.08791, over 12397.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2966, pruned_loss=0.06055, over 2477172.06 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06814, over 24838.15 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3034, pruned_loss=0.06365, over 2448254.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.05563, over 7880.68 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06068, over 2478740.84 frames. utt_duration=372.5 frames, utt_pad_proportion=0.0682, over 26702.75 utterances.], batch size: 258, lr: 4.80e-04
2022-08-24 04:36:42,146 INFO [train.py:927] (0/8) Epoch 7, batch 9650, giga_loss[loss=0.2199, simple_loss=0.294, pruned_loss=0.07292, over 12425.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09261, over 255.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06006, over 2477409.14 frames. utt_duration=394.3 frames, utt_pad_proportion=0.0683, over 25208.45 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3031, pruned_loss=0.06346, over 2448844.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.05498, over 7866.76 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2968, pruned_loss=0.06025, over 2478762.01 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06856, over 27063.36 utterances.], batch size: 255, lr: 4.79e-04
2022-08-24 04:39:07,843 INFO [train.py:927] (0/8) Epoch 7, batch 9700, giga_loss[loss=0.2188, simple_loss=0.3101, pruned_loss=0.06372, over 12428.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06943, over 212.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.3, pruned_loss=0.06069, over 2477915.90 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06814, over 24720.14 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3037, pruned_loss=0.06345, over 2449170.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.05439, over 7844.90 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2993, pruned_loss=0.0608, over 2479082.29 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06853, over 26432.86 utterances.], batch size: 212, lr: 4.79e-04
2022-08-24 04:41:28,908 INFO [train.py:927] (0/8) Epoch 7, batch 9750, giga_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05876, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03668, over 98.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2981, pruned_loss=0.06041, over 2478308.19 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06599, over 24356.68 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3034, pruned_loss=0.06327, over 2449102.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05378, over 7825.32 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2978, pruned_loss=0.06062, over 2479654.52 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06662, over 25938.65 utterances.], batch size: 98, lr: 4.79e-04
2022-08-24 04:43:34,870 INFO [train.py:927] (0/8) Epoch 7, batch 9800, giga_loss[loss=0.1882, simple_loss=0.2854, pruned_loss=0.04551, over 12312.00 frames. utt_duration=795.4 frames, utt_pad_proportion=0.03359, over 62.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2958, pruned_loss=0.0589, over 2478141.78 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06148, over 23335.19 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3033, pruned_loss=0.06346, over 2449380.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05298, over 7801.99 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05882, over 2479479.54 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06253, over 24905.38 utterances.], batch size: 62, lr: 4.79e-04
2022-08-24 04:45:35,630 INFO [train.py:927] (0/8) Epoch 7, batch 9850, giga_loss[loss=0.2494, simple_loss=0.3351, pruned_loss=0.08186, over 12407.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07356, over 212.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2969, pruned_loss=0.05987, over 2478191.94 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06397, over 23428.98 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3035, pruned_loss=0.06381, over 2450097.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.05226, over 7803.87 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2963, pruned_loss=0.05939, over 2479252.01 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06498, over 25045.73 utterances.], batch size: 212, lr: 4.79e-04
2022-08-24 04:46:10,302 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-168000.pt
2022-08-24 04:47:35,197 INFO [train.py:927] (0/8) Epoch 7, batch 9900, libri_loss[loss=0.2522, simple_loss=0.342, pruned_loss=0.08121, over 12311.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01928, over 41.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05976, over 2477974.54 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06355, over 23238.10 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.06381, over 2450204.73 frames. utt_duration=1259 frames, utt_pad_proportion=0.05173, over 7792.88 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2957, pruned_loss=0.05932, over 2479113.88 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06459, over 24752.73 utterances.], batch size: 41, lr: 4.79e-04
2022-08-24 04:49:33,448 INFO [train.py:927] (0/8) Epoch 7, batch 9950, giga_loss[loss=0.1811, simple_loss=0.2704, pruned_loss=0.0459, over 12442.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06137, over 183.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06062, over 2477807.84 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06998, over 24256.36 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3032, pruned_loss=0.06367, over 2450139.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05134, over 7781.97 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2954, pruned_loss=0.06035, over 2478986.24 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07056, over 25583.05 utterances.], batch size: 183, lr: 4.79e-04
2022-08-24 04:51:15,173 INFO [train.py:927] (0/8) Epoch 7, batch 10000, giga_loss[loss=0.2225, simple_loss=0.311, pruned_loss=0.06704, over 12166.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04101, over 33.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3025, pruned_loss=0.06477, over 2475982.88 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07201, over 23321.10 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3034, pruned_loss=0.06386, over 2450298.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05445, over 7836.18 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06435, over 2477492.14 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07172, over 24767.12 utterances.], batch size: 33, lr: 4.79e-04
2022-08-24 04:53:00,200 INFO [train.py:927] (0/8) Epoch 7, batch 10050, giga_loss[loss=0.2115, simple_loss=0.2885, pruned_loss=0.06725, over 12349.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03294, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3036, pruned_loss=0.06659, over 2474622.51 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07246, over 22845.86 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3035, pruned_loss=0.06392, over 2450248.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.05409, over 7818.87 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3031, pruned_loss=0.06622, over 2476100.61 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07237, over 24150.49 utterances.], batch size: 51, lr: 4.79e-04
2022-08-24 04:54:43,517 INFO [train.py:927] (0/8) Epoch 7, batch 10100, giga_loss[loss=0.1733, simple_loss=0.2579, pruned_loss=0.04441, over 12308.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02443, over 54.00 utterances.], tot_loss[loss=0.216, simple_loss=0.301, pruned_loss=0.06548, over 2474435.85 frames. utt_duration=448.8 frames, utt_pad_proportion=0.06795, over 22119.63 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3061, pruned_loss=0.06439, over 2450517.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.05331, over 7795.62 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2983, pruned_loss=0.06483, over 2475806.19 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06841, over 23441.43 utterances.], batch size: 54, lr: 4.79e-04
2022-08-24 04:56:25,681 INFO [train.py:927] (0/8) Epoch 7, batch 10150, giga_loss[loss=0.1752, simple_loss=0.2539, pruned_loss=0.0482, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02681, over 42.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2935, pruned_loss=0.0627, over 2474483.75 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06582, over 20822.53 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3064, pruned_loss=0.06437, over 2451485.38 frames. utt_duration=1262 frames, utt_pad_proportion=0.0522, over 7780.40 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2907, pruned_loss=0.06219, over 2475555.59 frames. utt_duration=443.5 frames, utt_pad_proportion=0.06688, over 22396.80 utterances.], batch size: 42, lr: 4.79e-04
2022-08-24 04:58:12,058 INFO [train.py:927] (0/8) Epoch 7, batch 10200, giga_loss[loss=0.1892, simple_loss=0.2653, pruned_loss=0.05651, over 12420.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03323, over 80.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2862, pruned_loss=0.05999, over 2474055.09 frames. utt_duration=499.5 frames, utt_pad_proportion=0.0642, over 19865.65 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3056, pruned_loss=0.06408, over 2451572.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05165, over 7743.04 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2844, pruned_loss=0.05978, over 2475230.56 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06542, over 21373.49 utterances.], batch size: 80, lr: 4.79e-04
2022-08-24 04:59:54,361 INFO [train.py:927] (0/8) Epoch 7, batch 10250, giga_loss[loss=0.1873, simple_loss=0.2655, pruned_loss=0.05449, over 12418.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02994, over 122.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2807, pruned_loss=0.05806, over 2474219.59 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06264, over 19597.13 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3056, pruned_loss=0.06419, over 2451863.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05122, over 7743.33 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2789, pruned_loss=0.0577, over 2475272.79 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06396, over 21007.57 utterances.], batch size: 122, lr: 4.79e-04
2022-08-24 05:01:37,398 INFO [train.py:927] (0/8) Epoch 7, batch 10300, giga_loss[loss=0.1745, simple_loss=0.2404, pruned_loss=0.05433, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03052, over 39.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2758, pruned_loss=0.05622, over 2473657.47 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06195, over 19283.23 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3054, pruned_loss=0.06419, over 2452069.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05042, over 7730.57 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.274, pruned_loss=0.0558, over 2474698.59 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06341, over 20632.13 utterances.], batch size: 39, lr: 4.79e-04
2022-08-24 05:03:21,232 INFO [train.py:927] (0/8) Epoch 7, batch 10350, giga_loss[loss=0.1772, simple_loss=0.2522, pruned_loss=0.05113, over 12341.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2706, pruned_loss=0.05418, over 2473664.50 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06428, over 19566.39 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3049, pruned_loss=0.06403, over 2452349.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.0494, over 7699.05 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2688, pruned_loss=0.05376, over 2474846.25 frames. utt_duration=473 frames, utt_pad_proportion=0.06573, over 20994.20 utterances.], batch size: 97, lr: 4.78e-04
2022-08-24 05:05:04,617 INFO [train.py:927] (0/8) Epoch 7, batch 10400, libri_loss[loss=0.25, simple_loss=0.3487, pruned_loss=0.07565, over 12329.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005539, over 36.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.2668, pruned_loss=0.05269, over 2473420.36 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06523, over 19248.34 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3047, pruned_loss=0.06399, over 2452443.97 frames. utt_duration=1282 frames, utt_pad_proportion=0.04847, over 7662.71 utterances.], giga_tot_loss[loss=0.1843, simple_loss=0.2644, pruned_loss=0.05208, over 2474852.56 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06684, over 20753.27 utterances.], batch size: 36, lr: 4.78e-04
2022-08-24 05:06:44,448 INFO [train.py:927] (0/8) Epoch 7, batch 10450, giga_loss[loss=0.2032, simple_loss=0.2904, pruned_loss=0.05798, over 12358.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.02992, over 58.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2674, pruned_loss=0.05341, over 2474565.93 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06424, over 19107.87 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3051, pruned_loss=0.06443, over 2453273.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05237, over 7761.43 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2639, pruned_loss=0.05216, over 2475647.48 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06457, over 20590.69 utterances.], batch size: 58, lr: 4.78e-04
2022-08-24 05:08:25,638 INFO [train.py:927] (0/8) Epoch 7, batch 10500, giga_loss[loss=0.2269, simple_loss=0.3053, pruned_loss=0.07424, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.279, pruned_loss=0.05975, over 2474173.33 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06787, over 19535.06 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.304, pruned_loss=0.06402, over 2453535.30 frames. utt_duration=1273 frames, utt_pad_proportion=0.05128, over 7717.16 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2764, pruned_loss=0.05894, over 2475372.90 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06847, over 21099.43 utterances.], batch size: 113, lr: 4.78e-04
2022-08-24 05:10:09,057 INFO [train.py:927] (0/8) Epoch 7, batch 10550, giga_loss[loss=0.2108, simple_loss=0.3018, pruned_loss=0.05991, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03309, over 58.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2871, pruned_loss=0.06254, over 2474671.88 frames. utt_duration=505 frames, utt_pad_proportion=0.07036, over 19658.05 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3036, pruned_loss=0.0639, over 2453960.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.05119, over 7725.85 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2847, pruned_loss=0.06191, over 2475905.82 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07084, over 21276.63 utterances.], batch size: 58, lr: 4.78e-04
2022-08-24 05:11:51,719 INFO [train.py:927] (0/8) Epoch 7, batch 10600, giga_loss[loss=0.225, simple_loss=0.3137, pruned_loss=0.0682, over 12444.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03502, over 98.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2908, pruned_loss=0.06308, over 2474101.57 frames. utt_duration=519 frames, utt_pad_proportion=0.06555, over 19122.59 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3029, pruned_loss=0.0635, over 2453960.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05081, over 7714.93 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.289, pruned_loss=0.06288, over 2475704.56 frames. utt_duration=478 frames, utt_pad_proportion=0.06659, over 20781.57 utterances.], batch size: 98, lr: 4.78e-04
2022-08-24 05:13:35,481 INFO [train.py:927] (0/8) Epoch 7, batch 10650, giga_loss[loss=0.2272, simple_loss=0.3048, pruned_loss=0.0748, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03742, over 37.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2954, pruned_loss=0.06578, over 2473857.09 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06613, over 18601.57 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3031, pruned_loss=0.06361, over 2453989.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.0504, over 7707.80 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2936, pruned_loss=0.06553, over 2475266.67 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06712, over 20009.04 utterances.], batch size: 37, lr: 4.78e-04
2022-08-24 05:15:20,309 INFO [train.py:927] (0/8) Epoch 7, batch 10700, giga_loss[loss=0.2623, simple_loss=0.3326, pruned_loss=0.09601, over 12450.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03395, over 43.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3014, pruned_loss=0.06835, over 2474745.34 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06228, over 18365.09 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3042, pruned_loss=0.06378, over 2454342.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.04982, over 7703.59 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.299, pruned_loss=0.06806, over 2475913.89 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06361, over 19674.60 utterances.], batch size: 43, lr: 4.78e-04
2022-08-24 05:17:01,104 INFO [train.py:927] (0/8) Epoch 7, batch 10750, libri_loss[loss=0.2053, simple_loss=0.2909, pruned_loss=0.05983, over 12353.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00549, over 33.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3046, pruned_loss=0.06943, over 2475318.75 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06858, over 18797.43 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3041, pruned_loss=0.06379, over 2454808.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.04927, over 7685.15 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3028, pruned_loss=0.06926, over 2476120.88 frames. utt_duration=497 frames, utt_pad_proportion=0.0695, over 19988.25 utterances.], batch size: 33, lr: 4.78e-04
2022-08-24 05:18:43,921 INFO [train.py:927] (0/8) Epoch 7, batch 10800, libri_loss[loss=0.1888, simple_loss=0.2651, pruned_loss=0.05623, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007155, over 32.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.06856, over 2474153.32 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06459, over 17904.60 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3028, pruned_loss=0.06341, over 2455005.48 frames. utt_duration=1289 frames, utt_pad_proportion=0.04805, over 7626.76 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3048, pruned_loss=0.06896, over 2475320.86 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06626, over 19310.62 utterances.], batch size: 32, lr: 4.78e-04
2022-08-24 05:20:25,939 INFO [train.py:927] (0/8) Epoch 7, batch 10850, giga_loss[loss=0.1902, simple_loss=0.2877, pruned_loss=0.04637, over 12390.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02621, over 91.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3052, pruned_loss=0.06788, over 2473671.41 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0631, over 17115.09 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3027, pruned_loss=0.06361, over 2455702.34 frames. utt_duration=1294 frames, utt_pad_proportion=0.047, over 7600.13 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3052, pruned_loss=0.06822, over 2474647.73 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06521, over 18641.73 utterances.], batch size: 91, lr: 4.78e-04
2022-08-24 05:22:09,984 INFO [train.py:927] (0/8) Epoch 7, batch 10900, giga_loss[loss=0.2186, simple_loss=0.3079, pruned_loss=0.06467, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03361, over 62.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3077, pruned_loss=0.07039, over 2473738.96 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06496, over 17358.43 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3029, pruned_loss=0.06368, over 2456045.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.04774, over 7645.30 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3077, pruned_loss=0.07071, over 2474695.56 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06645, over 18787.17 utterances.], batch size: 62, lr: 4.78e-04
2022-08-24 05:23:54,879 INFO [train.py:927] (0/8) Epoch 7, batch 10950, giga_loss[loss=0.2158, simple_loss=0.2926, pruned_loss=0.06946, over 12306.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03294, over 48.00 utterances.], tot_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.07246, over 2474235.58 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06248, over 16888.56 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.303, pruned_loss=0.0636, over 2456512.97 frames. utt_duration=1289 frames, utt_pad_proportion=0.04705, over 7631.47 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.309, pruned_loss=0.07292, over 2474883.99 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06424, over 18198.67 utterances.], batch size: 48, lr: 4.78e-04
2022-08-24 05:25:39,807 INFO [train.py:927] (0/8) Epoch 7, batch 11000, giga_loss[loss=0.2219, simple_loss=0.3003, pruned_loss=0.07175, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03081, over 91.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.07228, over 2473883.57 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06339, over 16807.23 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3028, pruned_loss=0.06342, over 2456851.13 frames. utt_duration=1292 frames, utt_pad_proportion=0.0463, over 7614.90 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3081, pruned_loss=0.07304, over 2474569.55 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06517, over 18120.13 utterances.], batch size: 91, lr: 4.78e-04
2022-08-24 05:27:22,903 INFO [train.py:927] (0/8) Epoch 7, batch 11050, giga_loss[loss=0.2241, simple_loss=0.2953, pruned_loss=0.07644, over 12483.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04103, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.307, pruned_loss=0.07197, over 2474863.01 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06347, over 17101.14 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3021, pruned_loss=0.06312, over 2457477.89 frames. utt_duration=1298 frames, utt_pad_proportion=0.04512, over 7579.94 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07314, over 2475399.99 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06557, over 18502.06 utterances.], batch size: 31, lr: 4.77e-04
2022-08-24 05:29:07,974 INFO [train.py:927] (0/8) Epoch 7, batch 11100, giga_loss[loss=0.2091, simple_loss=0.2906, pruned_loss=0.06383, over 12388.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06958, over 211.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3045, pruned_loss=0.07055, over 2475686.19 frames. utt_duration=574 frames, utt_pad_proportion=0.05997, over 17298.22 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.302, pruned_loss=0.06305, over 2458125.52 frames. utt_duration=1303 frames, utt_pad_proportion=0.0441, over 7555.90 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3055, pruned_loss=0.07174, over 2475996.55 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06239, over 18694.46 utterances.], batch size: 211, lr: 4.77e-04
2022-08-24 05:30:51,742 INFO [train.py:927] (0/8) Epoch 7, batch 11150, giga_loss[loss=0.1952, simple_loss=0.2721, pruned_loss=0.05915, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03255, over 42.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06851, over 2475652.82 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06256, over 18017.75 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3022, pruned_loss=0.0633, over 2458435.49 frames. utt_duration=1302 frames, utt_pad_proportion=0.04354, over 7558.75 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3005, pruned_loss=0.06935, over 2475960.46 frames. utt_duration=514.4 frames, utt_pad_proportion=0.0646, over 19308.17 utterances.], batch size: 42, lr: 4.77e-04
2022-08-24 05:32:35,455 INFO [train.py:927] (0/8) Epoch 7, batch 11200, giga_loss[loss=0.2041, simple_loss=0.2853, pruned_loss=0.06144, over 12118.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03607, over 30.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2969, pruned_loss=0.06699, over 2474318.46 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06249, over 17797.37 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.302, pruned_loss=0.06308, over 2458500.11 frames. utt_duration=1305 frames, utt_pad_proportion=0.04305, over 7542.44 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2974, pruned_loss=0.06791, over 2474731.17 frames. utt_duration=523.2 frames, utt_pad_proportion=0.0644, over 18973.88 utterances.], batch size: 30, lr: 4.77e-04
2022-08-24 05:34:16,843 INFO [train.py:927] (0/8) Epoch 7, batch 11250, giga_loss[loss=0.2126, simple_loss=0.2856, pruned_loss=0.06979, over 12359.00 frames. utt_duration=619.3 frames, utt_pad_proportion=0.0383, over 80.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.296, pruned_loss=0.06666, over 2474138.61 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06225, over 17671.07 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3022, pruned_loss=0.06305, over 2458668.10 frames. utt_duration=1305 frames, utt_pad_proportion=0.04276, over 7543.27 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2962, pruned_loss=0.06745, over 2474517.93 frames. utt_duration=530 frames, utt_pad_proportion=0.06399, over 18728.88 utterances.], batch size: 80, lr: 4.77e-04
2022-08-24 05:36:01,296 INFO [train.py:927] (0/8) Epoch 7, batch 11300, giga_loss[loss=0.211, simple_loss=0.2813, pruned_loss=0.07037, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03061, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2921, pruned_loss=0.06525, over 2473636.73 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05833, over 16958.58 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3021, pruned_loss=0.063, over 2458877.99 frames. utt_duration=1308 frames, utt_pad_proportion=0.04229, over 7529.15 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2923, pruned_loss=0.06596, over 2473943.02 frames. utt_duration=553 frames, utt_pad_proportion=0.06023, over 17943.21 utterances.], batch size: 42, lr: 4.77e-04
2022-08-24 05:37:42,157 INFO [train.py:927] (0/8) Epoch 7, batch 11350, giga_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.0624, over 12372.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2903, pruned_loss=0.06452, over 2474014.69 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05682, over 16627.29 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3026, pruned_loss=0.06328, over 2459282.84 frames. utt_duration=1298 frames, utt_pad_proportion=0.04579, over 7586.15 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2897, pruned_loss=0.06487, over 2474225.33 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05724, over 17560.38 utterances.], batch size: 58, lr: 4.77e-04
2022-08-24 05:39:26,007 INFO [train.py:927] (0/8) Epoch 7, batch 11400, giga_loss[loss=0.1769, simple_loss=0.2566, pruned_loss=0.04866, over 12432.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04528, over 31.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2874, pruned_loss=0.06371, over 2473653.31 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05563, over 16413.37 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3026, pruned_loss=0.06323, over 2459459.53 frames. utt_duration=1295 frames, utt_pad_proportion=0.04604, over 7606.39 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2868, pruned_loss=0.06405, over 2473861.48 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05598, over 17250.35 utterances.], batch size: 31, lr: 4.77e-04
2022-08-24 05:41:06,706 INFO [train.py:927] (0/8) Epoch 7, batch 11450, giga_loss[loss=0.2005, simple_loss=0.2718, pruned_loss=0.06463, over 12337.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03032, over 91.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2847, pruned_loss=0.06268, over 2473417.68 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05156, over 15749.95 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3025, pruned_loss=0.06319, over 2459998.35 frames. utt_duration=1294 frames, utt_pad_proportion=0.04559, over 7615.29 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2839, pruned_loss=0.06298, over 2473410.57 frames. utt_duration=597.8 frames, utt_pad_proportion=0.0523, over 16592.02 utterances.], batch size: 91, lr: 4.77e-04
2022-08-24 05:42:49,261 INFO [train.py:927] (0/8) Epoch 7, batch 11500, giga_loss[loss=0.2486, simple_loss=0.3239, pruned_loss=0.08668, over 12409.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2833, pruned_loss=0.06216, over 2473560.37 frames. utt_duration=646.3 frames, utt_pad_proportion=0.04971, over 15344.19 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3028, pruned_loss=0.06337, over 2460057.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04617, over 7644.81 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2821, pruned_loss=0.06223, over 2473744.69 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05021, over 16125.02 utterances.], batch size: 161, lr: 4.77e-04
2022-08-24 05:44:33,486 INFO [train.py:927] (0/8) Epoch 7, batch 11550, giga_loss[loss=0.213, simple_loss=0.2957, pruned_loss=0.06519, over 12334.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03491, over 62.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2865, pruned_loss=0.06387, over 2473433.08 frames. utt_duration=643.7 frames, utt_pad_proportion=0.05147, over 15405.48 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3023, pruned_loss=0.06307, over 2460682.06 frames. utt_duration=1295 frames, utt_pad_proportion=0.04496, over 7606.83 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2854, pruned_loss=0.06418, over 2473480.81 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05235, over 16349.43 utterances.], batch size: 62, lr: 4.77e-04
2022-08-24 05:46:13,100 INFO [train.py:927] (0/8) Epoch 7, batch 11600, libri_loss[loss=0.2396, simple_loss=0.3242, pruned_loss=0.07752, over 12291.00 frames. utt_duration=769.5 frames, utt_pad_proportion=0.1225, over 64.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06821, over 2473597.88 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05806, over 16481.78 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3018, pruned_loss=0.06288, over 2460844.33 frames. utt_duration=1298 frames, utt_pad_proportion=0.04406, over 7591.72 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.293, pruned_loss=0.06885, over 2474142.78 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05907, over 17730.29 utterances.], batch size: 64, lr: 4.77e-04
2022-08-24 05:47:57,517 INFO [train.py:927] (0/8) Epoch 7, batch 11650, giga_loss[loss=0.2312, simple_loss=0.3145, pruned_loss=0.074, over 12356.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3003, pruned_loss=0.07071, over 2473619.84 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05841, over 17236.52 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3018, pruned_loss=0.06292, over 2461059.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.04353, over 7595.94 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2993, pruned_loss=0.0713, over 2474086.43 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05947, over 18389.94 utterances.], batch size: 97, lr: 4.77e-04
2022-08-24 05:49:38,992 INFO [train.py:927] (0/8) Epoch 7, batch 11700, libri_loss[loss=0.1722, simple_loss=0.2573, pruned_loss=0.04357, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00894, over 29.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3061, pruned_loss=0.0735, over 2473287.10 frames. utt_duration=566 frames, utt_pad_proportion=0.06426, over 17524.52 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3025, pruned_loss=0.06348, over 2461567.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05166, over 7765.53 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3047, pruned_loss=0.07387, over 2473773.83 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06207, over 18740.57 utterances.], batch size: 29, lr: 4.77e-04
2022-08-24 05:51:20,885 INFO [train.py:927] (0/8) Epoch 7, batch 11750, giga_loss[loss=0.2059, simple_loss=0.294, pruned_loss=0.05892, over 12399.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07163, over 2473677.51 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06285, over 17437.18 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3022, pruned_loss=0.06341, over 2461888.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.05083, over 7736.78 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.304, pruned_loss=0.07219, over 2474034.08 frames. utt_duration=532 frames, utt_pad_proportion=0.06159, over 18655.00 utterances.], batch size: 113, lr: 4.76e-04
2022-08-24 05:53:03,488 INFO [train.py:927] (0/8) Epoch 7, batch 11800, libri_loss[loss=0.1963, simple_loss=0.289, pruned_loss=0.05181, over 12381.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006035, over 34.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3037, pruned_loss=0.07034, over 2474239.69 frames. utt_duration=554 frames, utt_pad_proportion=0.06376, over 17913.40 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3022, pruned_loss=0.06347, over 2462055.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05023, over 7723.79 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3031, pruned_loss=0.07085, over 2474537.76 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06303, over 19027.85 utterances.], batch size: 34, lr: 4.76e-04
2022-08-24 05:54:47,474 INFO [train.py:927] (0/8) Epoch 7, batch 11850, giga_loss[loss=0.2238, simple_loss=0.2975, pruned_loss=0.07501, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3049, pruned_loss=0.07091, over 2474297.76 frames. utt_duration=565.7 frames, utt_pad_proportion=0.0628, over 17541.89 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.302, pruned_loss=0.06336, over 2462672.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.04902, over 7706.70 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3047, pruned_loss=0.07167, over 2474358.94 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06288, over 18781.29 utterances.], batch size: 48, lr: 4.76e-04
2022-08-24 05:55:15,478 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-170000.pt
2022-08-24 05:56:38,363 INFO [train.py:927] (0/8) Epoch 7, batch 11900, giga_loss[loss=0.2099, simple_loss=0.301, pruned_loss=0.0594, over 12472.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3066, pruned_loss=0.0718, over 2474258.03 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06396, over 17404.88 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3024, pruned_loss=0.06358, over 2463145.34 frames. utt_duration=1282 frames, utt_pad_proportion=0.04809, over 7697.06 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3062, pruned_loss=0.07238, over 2474157.01 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06445, over 18623.32 utterances.], batch size: 75, lr: 4.76e-04
2022-08-24 05:58:22,668 INFO [train.py:927] (0/8) Epoch 7, batch 11950, giga_loss[loss=0.2536, simple_loss=0.3291, pruned_loss=0.08909, over 12386.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06355, over 183.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3081, pruned_loss=0.07321, over 2474856.62 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06411, over 17572.73 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.302, pruned_loss=0.06351, over 2463071.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.05185, over 7752.63 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3083, pruned_loss=0.07395, over 2475105.92 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06332, over 18723.11 utterances.], batch size: 183, lr: 4.76e-04
2022-08-24 06:00:07,841 INFO [train.py:927] (0/8) Epoch 7, batch 12000, giga_loss[loss=0.2271, simple_loss=0.3078, pruned_loss=0.07319, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04524, over 31.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07339, over 2474763.52 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06379, over 17214.07 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3021, pruned_loss=0.06356, over 2463363.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05143, over 7758.93 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3092, pruned_loss=0.07419, over 2475009.36 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06344, over 18374.78 utterances.], batch size: 31, lr: 4.76e-04
2022-08-24 06:00:07,853 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 06:00:22,672 INFO [train.py:967] (0/8) 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 06:02:07,487 INFO [train.py:927] (0/8) Epoch 7, batch 12050, giga_loss[loss=0.218, simple_loss=0.3009, pruned_loss=0.06753, over 12356.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02936, over 66.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3102, pruned_loss=0.07308, over 2473811.16 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06585, over 17083.60 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3024, pruned_loss=0.06364, over 2463453.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05077, over 7747.28 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3103, pruned_loss=0.07395, over 2474274.28 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06586, over 18331.45 utterances.], batch size: 66, lr: 4.76e-04
2022-08-24 06:03:49,498 INFO [train.py:927] (0/8) Epoch 7, batch 12100, giga_loss[loss=0.2175, simple_loss=0.299, pruned_loss=0.06799, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03088, over 51.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3094, pruned_loss=0.07316, over 2473573.35 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06446, over 16414.15 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3023, pruned_loss=0.06368, over 2463766.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.04971, over 7719.58 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07412, over 2473981.79 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06511, over 17714.60 utterances.], batch size: 51, lr: 4.76e-04
2022-08-24 06:05:32,332 INFO [train.py:927] (0/8) Epoch 7, batch 12150, giga_loss[loss=0.2697, simple_loss=0.3414, pruned_loss=0.09898, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07368, over 2473159.69 frames. utt_duration=623.7 frames, utt_pad_proportion=0.06248, over 15899.26 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3025, pruned_loss=0.06396, over 2463864.98 frames. utt_duration=1277 frames, utt_pad_proportion=0.04911, over 7725.04 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3095, pruned_loss=0.07451, over 2473698.45 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06363, over 17207.30 utterances.], batch size: 113, lr: 4.76e-04
2022-08-24 06:07:15,236 INFO [train.py:927] (0/8) Epoch 7, batch 12200, giga_loss[loss=0.2231, simple_loss=0.3031, pruned_loss=0.07159, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3096, pruned_loss=0.07433, over 2471251.28 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05892, over 15649.81 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3024, pruned_loss=0.06402, over 2463749.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.04851, over 7719.75 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3102, pruned_loss=0.07516, over 2471968.05 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06046, over 16875.44 utterances.], batch size: 54, lr: 4.76e-04
2022-08-24 06:08:57,955 INFO [train.py:927] (0/8) Epoch 7, batch 12250, giga_loss[loss=0.2367, simple_loss=0.3194, pruned_loss=0.07701, over 12366.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03208, over 62.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3109, pruned_loss=0.07488, over 2471810.77 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05639, over 15497.39 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3027, pruned_loss=0.06448, over 2464163.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.04742, over 7695.91 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3113, pruned_loss=0.07546, over 2472229.97 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05837, over 16752.24 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:10:40,418 INFO [train.py:927] (0/8) Epoch 7, batch 12300, giga_loss[loss=0.2328, simple_loss=0.3055, pruned_loss=0.08002, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03035, over 80.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3095, pruned_loss=0.07425, over 2472595.21 frames. utt_duration=663.2 frames, utt_pad_proportion=0.05862, over 14946.42 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3029, pruned_loss=0.06494, over 2464760.56 frames. utt_duration=1274 frames, utt_pad_proportion=0.05023, over 7750.27 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.31, pruned_loss=0.07472, over 2472720.02 frames. utt_duration=611.6 frames, utt_pad_proportion=0.0591, over 16211.42 utterances.], batch size: 80, lr: 4.76e-04
2022-08-24 06:12:23,784 INFO [train.py:927] (0/8) Epoch 7, batch 12350, giga_loss[loss=0.2245, simple_loss=0.2997, pruned_loss=0.07466, over 12321.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.07289, over 2472318.55 frames. utt_duration=651.3 frames, utt_pad_proportion=0.06015, over 15218.71 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06506, over 2464658.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.0495, over 7725.39 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.07332, over 2472644.45 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06078, over 16371.52 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:14:06,303 INFO [train.py:927] (0/8) Epoch 7, batch 12400, libri_loss[loss=0.2617, simple_loss=0.3727, pruned_loss=0.07538, over 12296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005515, over 32.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.307, pruned_loss=0.07321, over 2472332.57 frames. utt_duration=653.7 frames, utt_pad_proportion=0.05613, over 15163.03 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3038, pruned_loss=0.06555, over 2464656.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.04874, over 7707.99 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3066, pruned_loss=0.07325, over 2472750.17 frames. utt_duration=610.6 frames, utt_pad_proportion=0.05728, over 16238.12 utterances.], batch size: 32, lr: 4.76e-04
2022-08-24 06:15:44,738 INFO [train.py:927] (0/8) Epoch 7, batch 12450, giga_loss[loss=0.2251, simple_loss=0.3001, pruned_loss=0.07507, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05287, over 161.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3037, pruned_loss=0.07184, over 2472123.81 frames. utt_duration=668.7 frames, utt_pad_proportion=0.05338, over 14820.12 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3038, pruned_loss=0.06587, over 2464556.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.04831, over 7699.50 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3034, pruned_loss=0.07185, over 2472872.35 frames. utt_duration=619.6 frames, utt_pad_proportion=0.0548, over 16003.52 utterances.], batch size: 161, lr: 4.76e-04
2022-08-24 06:17:26,000 INFO [train.py:927] (0/8) Epoch 7, batch 12500, giga_loss[loss=0.1903, simple_loss=0.2747, pruned_loss=0.05297, over 12367.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03257, over 104.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3009, pruned_loss=0.07092, over 2471825.96 frames. utt_duration=683.8 frames, utt_pad_proportion=0.05202, over 14491.79 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3042, pruned_loss=0.06661, over 2464463.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.05136, over 7741.19 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3001, pruned_loss=0.07046, over 2472848.95 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05186, over 15733.52 utterances.], batch size: 104, lr: 4.75e-04
2022-08-24 06:19:08,165 INFO [train.py:927] (0/8) Epoch 7, batch 12550, giga_loss[loss=0.1956, simple_loss=0.2701, pruned_loss=0.06059, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03918, over 37.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2989, pruned_loss=0.07003, over 2471839.08 frames. utt_duration=661.5 frames, utt_pad_proportion=0.05532, over 14981.07 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3041, pruned_loss=0.0667, over 2464784.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.05036, over 7724.21 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2982, pruned_loss=0.06968, over 2472573.12 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05551, over 16187.00 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:20:51,469 INFO [train.py:927] (0/8) Epoch 7, batch 12600, giga_loss[loss=0.2356, simple_loss=0.3182, pruned_loss=0.0765, over 12454.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0344, over 98.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2999, pruned_loss=0.07016, over 2472836.06 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05912, over 15509.78 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3047, pruned_loss=0.06714, over 2465172.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.04986, over 7731.67 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2986, pruned_loss=0.06957, over 2473321.20 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05934, over 16718.25 utterances.], batch size: 98, lr: 4.75e-04
2022-08-24 06:22:32,983 INFO [train.py:927] (0/8) Epoch 7, batch 12650, giga_loss[loss=0.2026, simple_loss=0.299, pruned_loss=0.05314, over 12396.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03356, over 122.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3005, pruned_loss=0.06944, over 2472815.08 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06074, over 16504.99 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3046, pruned_loss=0.06706, over 2465103.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.0498, over 7720.02 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2995, pruned_loss=0.06906, over 2473288.60 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06086, over 17497.37 utterances.], batch size: 122, lr: 4.75e-04
2022-08-24 06:24:14,280 INFO [train.py:927] (0/8) Epoch 7, batch 12700, giga_loss[loss=0.2021, simple_loss=0.2879, pruned_loss=0.05813, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.301, pruned_loss=0.06902, over 2473283.20 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05835, over 17275.62 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3054, pruned_loss=0.06738, over 2465240.77 frames. utt_duration=1281 frames, utt_pad_proportion=0.04934, over 7704.31 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06844, over 2473641.56 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05878, over 18210.68 utterances.], batch size: 91, lr: 4.75e-04
2022-08-24 06:25:57,432 INFO [train.py:927] (0/8) Epoch 7, batch 12750, giga_loss[loss=0.2299, simple_loss=0.3128, pruned_loss=0.07347, over 12460.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3002, pruned_loss=0.06861, over 2473991.15 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05733, over 17245.91 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3054, pruned_loss=0.06768, over 2465389.10 frames. utt_duration=1284 frames, utt_pad_proportion=0.0488, over 7687.79 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2989, pruned_loss=0.06792, over 2474248.04 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05796, over 18117.00 utterances.], batch size: 98, lr: 4.75e-04
2022-08-24 06:27:39,777 INFO [train.py:927] (0/8) Epoch 7, batch 12800, giga_loss[loss=0.2303, simple_loss=0.3063, pruned_loss=0.07719, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3019, pruned_loss=0.06948, over 2473689.41 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05549, over 17596.00 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3051, pruned_loss=0.06773, over 2465472.79 frames. utt_duration=1288 frames, utt_pad_proportion=0.04815, over 7663.97 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.301, pruned_loss=0.0689, over 2473977.86 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05636, over 18523.28 utterances.], batch size: 45, lr: 4.75e-04
2022-08-24 06:29:24,663 INFO [train.py:927] (0/8) Epoch 7, batch 12850, giga_loss[loss=0.2346, simple_loss=0.326, pruned_loss=0.07158, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.0306, over 97.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07034, over 2473816.91 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05843, over 17883.55 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3049, pruned_loss=0.0679, over 2465460.02 frames. utt_duration=1292 frames, utt_pad_proportion=0.04739, over 7642.65 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3028, pruned_loss=0.06975, over 2474237.29 frames. utt_duration=526.2 frames, utt_pad_proportion=0.05932, over 18861.16 utterances.], batch size: 97, lr: 4.75e-04
2022-08-24 06:31:05,342 INFO [train.py:927] (0/8) Epoch 7, batch 12900, giga_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05548, over 12311.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02907, over 74.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3047, pruned_loss=0.07196, over 2473756.32 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05919, over 17817.24 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3049, pruned_loss=0.06861, over 2465335.88 frames. utt_duration=1285 frames, utt_pad_proportion=0.05116, over 7684.17 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07091, over 2474426.53 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05859, over 18841.95 utterances.], batch size: 74, lr: 4.75e-04
2022-08-24 06:32:46,561 INFO [train.py:927] (0/8) Epoch 7, batch 12950, giga_loss[loss=0.2204, simple_loss=0.3025, pruned_loss=0.06915, over 12439.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04117, over 146.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3045, pruned_loss=0.07193, over 2473196.91 frames. utt_duration=541.8 frames, utt_pad_proportion=0.0608, over 18309.80 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3045, pruned_loss=0.06869, over 2465121.07 frames. utt_duration=1290 frames, utt_pad_proportion=0.05031, over 7653.38 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3044, pruned_loss=0.0711, over 2474085.87 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06057, over 19365.24 utterances.], batch size: 146, lr: 4.75e-04
2022-08-24 06:34:27,124 INFO [train.py:927] (0/8) Epoch 7, batch 13000, giga_loss[loss=0.2357, simple_loss=0.3167, pruned_loss=0.07731, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04141, over 113.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3031, pruned_loss=0.07122, over 2473445.57 frames. utt_duration=543 frames, utt_pad_proportion=0.05773, over 18271.83 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3047, pruned_loss=0.06913, over 2465586.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.04927, over 7654.60 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3029, pruned_loss=0.07027, over 2473992.92 frames. utt_duration=510.6 frames, utt_pad_proportion=0.05817, over 19438.68 utterances.], batch size: 113, lr: 4.75e-04
2022-08-24 06:36:07,036 INFO [train.py:927] (0/8) Epoch 7, batch 13050, giga_loss[loss=0.2116, simple_loss=0.3003, pruned_loss=0.06145, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04665, over 31.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.303, pruned_loss=0.0703, over 2473717.09 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05754, over 18406.31 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3049, pruned_loss=0.06927, over 2465701.23 frames. utt_duration=1292 frames, utt_pad_proportion=0.04829, over 7641.41 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3026, pruned_loss=0.06944, over 2474258.68 frames. utt_duration=506.5 frames, utt_pad_proportion=0.05835, over 19598.06 utterances.], batch size: 31, lr: 4.75e-04
2022-08-24 06:37:49,597 INFO [train.py:927] (0/8) Epoch 7, batch 13100, giga_loss[loss=0.2023, simple_loss=0.2892, pruned_loss=0.05765, over 12354.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3027, pruned_loss=0.06977, over 2474495.23 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05524, over 18154.54 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3052, pruned_loss=0.06956, over 2465642.73 frames. utt_duration=1292 frames, utt_pad_proportion=0.0481, over 7640.20 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3021, pruned_loss=0.06887, over 2475001.59 frames. utt_duration=519 frames, utt_pad_proportion=0.05608, over 19132.32 utterances.], batch size: 58, lr: 4.75e-04
2022-08-24 06:39:30,339 INFO [train.py:927] (0/8) Epoch 7, batch 13150, giga_loss[loss=0.2243, simple_loss=0.2966, pruned_loss=0.076, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2999, pruned_loss=0.06876, over 2474397.20 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05192, over 17751.46 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3052, pruned_loss=0.06952, over 2465639.69 frames. utt_duration=1293 frames, utt_pad_proportion=0.04774, over 7636.29 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2993, pruned_loss=0.06808, over 2474947.34 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05293, over 18707.22 utterances.], batch size: 113, lr: 4.75e-04
2022-08-24 06:41:11,280 INFO [train.py:927] (0/8) Epoch 7, batch 13200, giga_loss[loss=0.2196, simple_loss=0.2996, pruned_loss=0.06986, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03684, over 105.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2996, pruned_loss=0.06976, over 2474168.60 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05333, over 17763.43 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3056, pruned_loss=0.06992, over 2466137.43 frames. utt_duration=1296 frames, utt_pad_proportion=0.04627, over 7622.01 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2985, pruned_loss=0.06881, over 2474492.15 frames. utt_duration=523.3 frames, utt_pad_proportion=0.05467, over 18970.02 utterances.], batch size: 105, lr: 4.74e-04
2022-08-24 06:42:49,454 INFO [train.py:927] (0/8) Epoch 7, batch 13250, giga_loss[loss=0.1917, simple_loss=0.2682, pruned_loss=0.05761, over 12251.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 54.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2969, pruned_loss=0.06888, over 2474126.99 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05198, over 17028.90 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3055, pruned_loss=0.07012, over 2466708.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.045, over 7610.16 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2958, pruned_loss=0.0679, over 2474139.91 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05381, over 18383.58 utterances.], batch size: 54, lr: 4.74e-04
2022-08-24 06:44:28,835 INFO [train.py:927] (0/8) Epoch 7, batch 13300, giga_loss[loss=0.2143, simple_loss=0.2986, pruned_loss=0.06495, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05245, over 161.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2929, pruned_loss=0.06707, over 2473834.94 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05229, over 17094.06 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3057, pruned_loss=0.07044, over 2466916.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.0489, over 7681.14 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2917, pruned_loss=0.06597, over 2473801.75 frames. utt_duration=543 frames, utt_pad_proportion=0.05234, over 18274.36 utterances.], batch size: 161, lr: 4.74e-04
2022-08-24 06:46:09,676 INFO [train.py:927] (0/8) Epoch 7, batch 13350, libri_loss[loss=0.2429, simple_loss=0.323, pruned_loss=0.08138, over 12249.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005091, over 34.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2929, pruned_loss=0.06698, over 2472943.72 frames. utt_duration=584 frames, utt_pad_proportion=0.05491, over 16981.35 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3056, pruned_loss=0.07053, over 2466720.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05326, over 7749.57 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2916, pruned_loss=0.06589, over 2473337.92 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05334, over 18216.27 utterances.], batch size: 34, lr: 4.74e-04
2022-08-24 06:47:49,368 INFO [train.py:927] (0/8) Epoch 7, batch 13400, giga_loss[loss=0.2265, simple_loss=0.3109, pruned_loss=0.071, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2958, pruned_loss=0.06819, over 2473467.22 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05248, over 16837.32 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3058, pruned_loss=0.07074, over 2466990.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.0524, over 7734.70 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.06709, over 2473646.81 frames. utt_duration=551.4 frames, utt_pad_proportion=0.0517, over 17992.17 utterances.], batch size: 91, lr: 4.74e-04
2022-08-24 06:49:30,762 INFO [train.py:927] (0/8) Epoch 7, batch 13450, giga_loss[loss=0.2232, simple_loss=0.2998, pruned_loss=0.07335, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02638, over 48.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2998, pruned_loss=0.07007, over 2473654.73 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05654, over 17564.77 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3063, pruned_loss=0.07109, over 2467059.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05679, over 7804.31 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2981, pruned_loss=0.06888, over 2473821.57 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05418, over 18539.84 utterances.], batch size: 48, lr: 4.74e-04
2022-08-24 06:51:18,617 INFO [train.py:927] (0/8) Epoch 7, batch 13500, giga_loss[loss=0.2373, simple_loss=0.3087, pruned_loss=0.083, over 12218.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03044, over 39.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3049, pruned_loss=0.07386, over 2473707.99 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06122, over 18258.50 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3063, pruned_loss=0.07128, over 2467564.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05547, over 7792.11 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3034, pruned_loss=0.07275, over 2473624.20 frames. utt_duration=510.4 frames, utt_pad_proportion=0.05975, over 19443.70 utterances.], batch size: 39, lr: 4.74e-04
2022-08-24 06:53:02,968 INFO [train.py:927] (0/8) Epoch 7, batch 13550, giga_loss[loss=0.2442, simple_loss=0.3169, pruned_loss=0.08582, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03441, over 51.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3109, pruned_loss=0.07811, over 2474258.04 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07086, over 19679.36 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.07147, over 2467516.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05575, over 7815.12 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07712, over 2474360.22 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06925, over 20797.12 utterances.], batch size: 51, lr: 4.74e-04
2022-08-24 06:54:47,147 INFO [train.py:927] (0/8) Epoch 7, batch 13600, giga_loss[loss=0.3406, simple_loss=0.3737, pruned_loss=0.1537, over 12349.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2017, over 368.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08387, over 2473702.32 frames. utt_duration=505 frames, utt_pad_proportion=0.06941, over 19649.80 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3063, pruned_loss=0.0717, over 2467621.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.05512, over 7805.69 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3175, pruned_loss=0.08314, over 2473884.37 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06854, over 20918.60 utterances.], batch size: 368, lr: 4.74e-04
2022-08-24 06:56:30,732 INFO [train.py:927] (0/8) Epoch 7, batch 13650, giga_loss[loss=0.3331, simple_loss=0.3894, pruned_loss=0.1384, over 12381.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06004, over 182.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3236, pruned_loss=0.08842, over 2473593.10 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07254, over 20303.33 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.07195, over 2467252.46 frames. utt_duration=1268 frames, utt_pad_proportion=0.05465, over 7790.65 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3237, pruned_loss=0.08808, over 2474279.81 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07199, over 21721.42 utterances.], batch size: 182, lr: 4.74e-04
2022-08-24 06:58:18,362 INFO [train.py:927] (0/8) Epoch 7, batch 13700, giga_loss[loss=0.3486, simple_loss=0.3767, pruned_loss=0.1602, over 12367.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.216, over 375.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3273, pruned_loss=0.09197, over 2473588.17 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07476, over 20561.23 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07202, over 2467106.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.05422, over 7781.77 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3274, pruned_loss=0.09179, over 2474311.97 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07438, over 21790.65 utterances.], batch size: 375, lr: 4.74e-04
2022-08-24 07:00:07,655 INFO [train.py:927] (0/8) Epoch 7, batch 13750, giga_loss[loss=0.2652, simple_loss=0.3383, pruned_loss=0.09604, over 12359.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03665, over 122.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3318, pruned_loss=0.09545, over 2473710.06 frames. utt_duration=489 frames, utt_pad_proportion=0.07271, over 20295.51 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.0728, over 2467356.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.05842, over 7849.65 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3326, pruned_loss=0.09548, over 2474344.00 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07139, over 21761.03 utterances.], batch size: 122, lr: 4.74e-04
2022-08-24 07:01:54,510 INFO [train.py:927] (0/8) Epoch 7, batch 13800, giga_loss[loss=0.2919, simple_loss=0.3512, pruned_loss=0.1163, over 12397.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3326, pruned_loss=0.09714, over 2474270.12 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07789, over 21030.70 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3066, pruned_loss=0.07307, over 2467429.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.05702, over 7837.35 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3341, pruned_loss=0.09777, over 2474940.35 frames. utt_duration=437.3 frames, utt_pad_proportion=0.0773, over 22714.75 utterances.], batch size: 91, lr: 4.74e-04
2022-08-24 07:03:40,710 INFO [train.py:927] (0/8) Epoch 7, batch 13850, libri_loss[loss=0.3031, simple_loss=0.3684, pruned_loss=0.1189, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01571, over 40.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3319, pruned_loss=0.09643, over 2474449.49 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07658, over 20358.70 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3071, pruned_loss=0.07359, over 2467284.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.05597, over 7822.63 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3332, pruned_loss=0.09698, over 2475252.36 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07666, over 21997.25 utterances.], batch size: 40, lr: 4.74e-04
2022-08-24 07:04:10,634 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-172000.pt
2022-08-24 07:05:33,877 INFO [train.py:927] (0/8) Epoch 7, batch 13900, giga_loss[loss=0.2733, simple_loss=0.3487, pruned_loss=0.09896, over 12353.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3338, pruned_loss=0.09669, over 2474709.97 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07855, over 20845.53 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3072, pruned_loss=0.07365, over 2467488.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05579, over 7832.42 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.335, pruned_loss=0.09728, over 2475225.29 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07862, over 22240.61 utterances.], batch size: 62, lr: 4.74e-04
2022-08-24 07:07:20,670 INFO [train.py:927] (0/8) Epoch 7, batch 13950, giga_loss[loss=0.2097, simple_loss=0.3076, pruned_loss=0.05592, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3329, pruned_loss=0.09542, over 2474434.36 frames. utt_duration=464 frames, utt_pad_proportion=0.07953, over 21399.28 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3071, pruned_loss=0.07379, over 2467251.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05909, over 7894.13 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3347, pruned_loss=0.09648, over 2475293.77 frames. utt_duration=434 frames, utt_pad_proportion=0.07882, over 22893.09 utterances.], batch size: 58, lr: 4.73e-04
2022-08-24 07:09:06,654 INFO [train.py:927] (0/8) Epoch 7, batch 14000, giga_loss[loss=0.2264, simple_loss=0.3029, pruned_loss=0.07498, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03515, over 40.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3319, pruned_loss=0.09436, over 2474831.21 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07989, over 22282.74 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3074, pruned_loss=0.07415, over 2467254.72 frames. utt_duration=1252 frames, utt_pad_proportion=0.05844, over 7892.32 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3335, pruned_loss=0.09526, over 2475629.53 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07962, over 23704.06 utterances.], batch size: 40, lr: 4.73e-04
2022-08-24 07:10:52,148 INFO [train.py:927] (0/8) Epoch 7, batch 14050, libri_loss[loss=0.2599, simple_loss=0.336, pruned_loss=0.09196, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008392, over 38.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3291, pruned_loss=0.09274, over 2474613.98 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08059, over 22816.43 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3068, pruned_loss=0.07402, over 2467310.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05702, over 7859.54 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3316, pruned_loss=0.0942, over 2475466.35 frames. utt_duration=406.3 frames, utt_pad_proportion=0.08094, over 24455.68 utterances.], batch size: 38, lr: 4.73e-04
2022-08-24 07:12:42,321 INFO [train.py:927] (0/8) Epoch 7, batch 14100, giga_loss[loss=0.2484, simple_loss=0.3328, pruned_loss=0.08197, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3296, pruned_loss=0.09281, over 2474529.81 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07474, over 22137.85 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3072, pruned_loss=0.07435, over 2467579.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.05726, over 7881.95 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3315, pruned_loss=0.09384, over 2475036.12 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07536, over 23532.49 utterances.], batch size: 30, lr: 4.73e-04
2022-08-24 07:14:36,602 INFO [train.py:927] (0/8) Epoch 7, batch 14150, giga_loss[loss=0.2238, simple_loss=0.3126, pruned_loss=0.0675, over 12344.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03044, over 66.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3285, pruned_loss=0.09035, over 2474778.28 frames. utt_duration=459 frames, utt_pad_proportion=0.07393, over 21633.75 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3072, pruned_loss=0.0745, over 2467297.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05643, over 7855.52 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3304, pruned_loss=0.09133, over 2475539.95 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07485, over 23012.32 utterances.], batch size: 66, lr: 4.73e-04
2022-08-24 07:16:23,214 INFO [train.py:927] (0/8) Epoch 7, batch 14200, giga_loss[loss=0.257, simple_loss=0.3255, pruned_loss=0.09425, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0344, over 37.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3288, pruned_loss=0.09015, over 2475411.97 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07641, over 21720.91 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3074, pruned_loss=0.07489, over 2467568.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.05997, over 7947.47 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3309, pruned_loss=0.0911, over 2476023.44 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07611, over 23199.82 utterances.], batch size: 37, lr: 4.73e-04
2022-08-24 07:18:11,549 INFO [train.py:927] (0/8) Epoch 7, batch 14250, libri_loss[loss=0.2143, simple_loss=0.2814, pruned_loss=0.07365, over 12194.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008145, over 30.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3273, pruned_loss=0.08916, over 2474392.48 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07255, over 21287.50 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.307, pruned_loss=0.07479, over 2467063.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.05915, over 7912.76 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3296, pruned_loss=0.09026, over 2475459.39 frames. utt_duration=437 frames, utt_pad_proportion=0.07285, over 22731.86 utterances.], batch size: 30, lr: 4.73e-04
2022-08-24 07:19:59,184 INFO [train.py:927] (0/8) Epoch 7, batch 14300, giga_loss[loss=0.2616, simple_loss=0.3277, pruned_loss=0.09776, over 12443.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04758, over 147.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08913, over 2474915.69 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07386, over 21856.85 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3067, pruned_loss=0.07473, over 2467116.75 frames. utt_duration=1251 frames, utt_pad_proportion=0.05848, over 7895.12 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3277, pruned_loss=0.09026, over 2475797.03 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07428, over 23195.07 utterances.], batch size: 147, lr: 4.73e-04
2022-08-24 07:21:47,623 INFO [train.py:927] (0/8) Epoch 7, batch 14350, giga_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08834, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3252, pruned_loss=0.08854, over 2473691.17 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07872, over 21869.40 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3068, pruned_loss=0.07481, over 2467163.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05811, over 7887.22 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3272, pruned_loss=0.08947, over 2474402.87 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07897, over 23047.40 utterances.], batch size: 146, lr: 4.73e-04
2022-08-24 07:23:35,221 INFO [train.py:927] (0/8) Epoch 7, batch 14400, giga_loss[loss=0.2382, simple_loss=0.3276, pruned_loss=0.07444, over 12454.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3254, pruned_loss=0.08799, over 2474002.88 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07894, over 21747.19 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3074, pruned_loss=0.07509, over 2467103.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.05761, over 7894.88 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3269, pruned_loss=0.08884, over 2474820.21 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07953, over 23077.55 utterances.], batch size: 75, lr: 4.73e-04
2022-08-24 07:25:22,264 INFO [train.py:927] (0/8) Epoch 7, batch 14450, giga_loss[loss=0.2274, simple_loss=0.2905, pruned_loss=0.08212, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04427, over 34.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08712, over 2474882.23 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07849, over 21274.46 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3075, pruned_loss=0.07522, over 2467444.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.05684, over 7893.73 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3248, pruned_loss=0.08797, over 2475389.53 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07939, over 22646.72 utterances.], batch size: 34, lr: 4.73e-04
2022-08-24 07:27:08,631 INFO [train.py:927] (0/8) Epoch 7, batch 14500, giga_loss[loss=0.2397, simple_loss=0.3142, pruned_loss=0.08261, over 12433.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03244, over 98.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3226, pruned_loss=0.08715, over 2474478.01 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0759, over 20883.48 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3079, pruned_loss=0.07545, over 2467192.74 frames. utt_duration=1238 frames, utt_pad_proportion=0.06114, over 7979.30 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3237, pruned_loss=0.08787, over 2475248.57 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07561, over 22189.17 utterances.], batch size: 98, lr: 4.73e-04
2022-08-24 07:28:52,741 INFO [train.py:927] (0/8) Epoch 7, batch 14550, giga_loss[loss=0.2838, simple_loss=0.3354, pruned_loss=0.1161, over 12377.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3206, pruned_loss=0.08664, over 2473232.07 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07297, over 20635.85 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3077, pruned_loss=0.07542, over 2466600.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.05981, over 7936.41 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3221, pruned_loss=0.08757, over 2474602.79 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07346, over 22077.61 utterances.], batch size: 257, lr: 4.73e-04
2022-08-24 07:30:36,983 INFO [train.py:927] (0/8) Epoch 7, batch 14600, giga_loss[loss=0.2244, simple_loss=0.304, pruned_loss=0.07243, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02672, over 45.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3202, pruned_loss=0.08625, over 2472836.98 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07038, over 20006.32 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3076, pruned_loss=0.07567, over 2466682.02 frames. utt_duration=1249 frames, utt_pad_proportion=0.05842, over 7912.27 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3221, pruned_loss=0.08728, over 2474175.28 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07167, over 21776.04 utterances.], batch size: 45, lr: 4.73e-04
2022-08-24 07:32:22,655 INFO [train.py:927] (0/8) Epoch 7, batch 14650, giga_loss[loss=0.2674, simple_loss=0.3236, pruned_loss=0.1056, over 12334.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1984, over 366.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.0856, over 2473660.64 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07102, over 20187.38 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3073, pruned_loss=0.07548, over 2466749.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05784, over 7884.74 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3223, pruned_loss=0.08672, over 2474763.74 frames. utt_duration=456 frames, utt_pad_proportion=0.07223, over 21777.19 utterances.], batch size: 366, lr: 4.72e-04
2022-08-24 07:34:11,617 INFO [train.py:927] (0/8) Epoch 7, batch 14700, giga_loss[loss=0.2558, simple_loss=0.3311, pruned_loss=0.09025, over 12410.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3222, pruned_loss=0.08645, over 2474318.37 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07408, over 20529.38 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3077, pruned_loss=0.07548, over 2466884.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.0576, over 7882.31 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3235, pruned_loss=0.08737, over 2475096.14 frames. utt_duration=455 frames, utt_pad_proportion=0.07494, over 21828.26 utterances.], batch size: 161, lr: 4.72e-04
2022-08-24 07:35:56,750 INFO [train.py:927] (0/8) Epoch 7, batch 14750, giga_loss[loss=0.2139, simple_loss=0.2931, pruned_loss=0.06737, over 12358.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03212, over 51.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3231, pruned_loss=0.08799, over 2473922.12 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07373, over 20589.71 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3081, pruned_loss=0.07554, over 2466875.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05722, over 7881.16 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3239, pruned_loss=0.08882, over 2474643.64 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07463, over 21791.55 utterances.], batch size: 51, lr: 4.72e-04
2022-08-24 07:37:42,973 INFO [train.py:927] (0/8) Epoch 7, batch 14800, giga_loss[loss=0.2581, simple_loss=0.33, pruned_loss=0.09304, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03526, over 123.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3244, pruned_loss=0.08945, over 2475164.88 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07578, over 21276.90 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3081, pruned_loss=0.07549, over 2467097.09 frames. utt_duration=1256 frames, utt_pad_proportion=0.05635, over 7864.61 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3254, pruned_loss=0.0904, over 2475701.41 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07677, over 22490.74 utterances.], batch size: 123, lr: 4.72e-04
2022-08-24 07:39:28,010 INFO [train.py:927] (0/8) Epoch 7, batch 14850, giga_loss[loss=0.2082, simple_loss=0.2981, pruned_loss=0.05912, over 12357.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.0334, over 51.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3227, pruned_loss=0.08808, over 2474185.92 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0761, over 21113.87 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3076, pruned_loss=0.07538, over 2467139.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05538, over 7831.31 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3243, pruned_loss=0.08926, over 2474746.68 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07727, over 22422.88 utterances.], batch size: 51, lr: 4.72e-04
2022-08-24 07:41:13,198 INFO [train.py:927] (0/8) Epoch 7, batch 14900, giga_loss[loss=0.2215, simple_loss=0.3005, pruned_loss=0.07126, over 12405.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02933, over 62.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3209, pruned_loss=0.08667, over 2474480.26 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07869, over 21485.40 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3079, pruned_loss=0.07569, over 2467357.13 frames. utt_duration=1255 frames, utt_pad_proportion=0.05621, over 7874.61 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3221, pruned_loss=0.08749, over 2474826.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07935, over 22653.76 utterances.], batch size: 62, lr: 4.72e-04
2022-08-24 07:43:01,006 INFO [train.py:927] (0/8) Epoch 7, batch 14950, giga_loss[loss=0.2963, simple_loss=0.3452, pruned_loss=0.1237, over 12397.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3187, pruned_loss=0.08583, over 2474360.35 frames. utt_duration=482 frames, utt_pad_proportion=0.0752, over 20596.79 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.308, pruned_loss=0.07595, over 2466954.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05513, over 7833.82 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3199, pruned_loss=0.08653, over 2475199.65 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07645, over 21916.30 utterances.], batch size: 259, lr: 4.72e-04
2022-08-24 07:44:47,946 INFO [train.py:927] (0/8) Epoch 7, batch 15000, giga_loss[loss=0.2594, simple_loss=0.3442, pruned_loss=0.08727, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 86.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.0862, over 2474220.45 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06955, over 19551.95 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3082, pruned_loss=0.07614, over 2466878.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05514, over 7838.85 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.08679, over 2475103.06 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07104, over 20826.23 utterances.], batch size: 86, lr: 4.72e-04
2022-08-24 07:44:47,954 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 07:45:02,966 INFO [train.py:967] (0/8) 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] (0/8) Epoch 7, batch 15050, giga_loss[loss=0.2896, simple_loss=0.3519, pruned_loss=0.1136, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3241, pruned_loss=0.0861, over 2474658.64 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07082, over 19882.05 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3087, pruned_loss=0.07673, over 2467147.61 frames. utt_duration=1264 frames, utt_pad_proportion=0.05305, over 7815.65 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3252, pruned_loss=0.08658, over 2475544.05 frames. utt_duration=460 frames, utt_pad_proportion=0.07289, over 21593.91 utterances.], batch size: 258, lr: 4.72e-04
2022-08-24 07:48:32,950 INFO [train.py:927] (0/8) Epoch 7, batch 15100, libri_loss[loss=0.2579, simple_loss=0.3287, pruned_loss=0.0936, over 12378.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.07339, over 52.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3266, pruned_loss=0.08794, over 2475181.02 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06556, over 19169.42 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.309, pruned_loss=0.0771, over 2467500.54 frames. utt_duration=1265 frames, utt_pad_proportion=0.05198, over 7814.30 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3278, pruned_loss=0.08833, over 2475812.86 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06821, over 20923.48 utterances.], batch size: 52, lr: 4.72e-04
2022-08-24 07:50:21,763 INFO [train.py:927] (0/8) Epoch 7, batch 15150, giga_loss[loss=0.2789, simple_loss=0.3452, pruned_loss=0.1063, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3286, pruned_loss=0.09065, over 2474518.66 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06907, over 19918.61 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3087, pruned_loss=0.07692, over 2467565.27 frames. utt_duration=1267 frames, utt_pad_proportion=0.0516, over 7800.20 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3299, pruned_loss=0.09121, over 2475024.59 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07104, over 21415.56 utterances.], batch size: 133, lr: 4.72e-04
2022-08-24 07:52:06,091 INFO [train.py:927] (0/8) Epoch 7, batch 15200, giga_loss[loss=0.2555, simple_loss=0.3174, pruned_loss=0.09681, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03358, over 51.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.327, pruned_loss=0.09006, over 2474756.93 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06866, over 19218.01 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3095, pruned_loss=0.07717, over 2467829.93 frames. utt_duration=1268 frames, utt_pad_proportion=0.05096, over 7796.23 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.328, pruned_loss=0.09072, over 2475135.53 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07075, over 20797.81 utterances.], batch size: 51, lr: 4.72e-04
2022-08-24 07:53:52,227 INFO [train.py:927] (0/8) Epoch 7, batch 15250, giga_loss[loss=0.3744, simple_loss=0.4047, pruned_loss=0.1721, over 12372.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.255, simple_loss=0.327, pruned_loss=0.09143, over 2474040.41 frames. utt_duration=503.7 frames, utt_pad_proportion=0.0691, over 19704.97 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3095, pruned_loss=0.07732, over 2467688.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.05008, over 7769.51 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3283, pruned_loss=0.09213, over 2474622.96 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07113, over 21256.95 utterances.], batch size: 257, lr: 4.72e-04
2022-08-24 07:55:37,449 INFO [train.py:927] (0/8) Epoch 7, batch 15300, giga_loss[loss=0.2192, simple_loss=0.2962, pruned_loss=0.07113, over 12380.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3245, pruned_loss=0.08966, over 2473708.14 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06627, over 18949.97 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3096, pruned_loss=0.07743, over 2467836.49 frames. utt_duration=1269 frames, utt_pad_proportion=0.0507, over 7789.84 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3256, pruned_loss=0.09023, over 2474092.99 frames. utt_duration=490 frames, utt_pad_proportion=0.06797, over 20256.01 utterances.], batch size: 58, lr: 4.72e-04
2022-08-24 07:57:23,478 INFO [train.py:927] (0/8) Epoch 7, batch 15350, giga_loss[loss=0.2452, simple_loss=0.3222, pruned_loss=0.08406, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04923, over 34.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3245, pruned_loss=0.09006, over 2474160.67 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06715, over 20000.82 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3093, pruned_loss=0.07737, over 2467968.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.04996, over 7765.21 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3259, pruned_loss=0.09078, over 2474483.65 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06872, over 21266.71 utterances.], batch size: 34, lr: 4.72e-04
2022-08-24 07:59:09,799 INFO [train.py:927] (0/8) Epoch 7, batch 15400, giga_loss[loss=0.2734, simple_loss=0.3426, pruned_loss=0.1021, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3263, pruned_loss=0.09035, over 2474100.51 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06231, over 19305.42 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3097, pruned_loss=0.07758, over 2467847.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.04899, over 7755.19 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3274, pruned_loss=0.09104, over 2474568.01 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06432, over 20587.86 utterances.], batch size: 133, lr: 4.71e-04
2022-08-24 08:00:54,576 INFO [train.py:927] (0/8) Epoch 7, batch 15450, giga_loss[loss=0.2237, simple_loss=0.3157, pruned_loss=0.06586, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02779, over 70.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3249, pruned_loss=0.08735, over 2474827.55 frames. utt_duration=536.9 frames, utt_pad_proportion=0.0616, over 18488.25 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3094, pruned_loss=0.07771, over 2468242.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.0532, over 7808.67 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3265, pruned_loss=0.08812, over 2475031.21 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06217, over 19775.93 utterances.], batch size: 70, lr: 4.71e-04
2022-08-24 08:02:41,733 INFO [train.py:927] (0/8) Epoch 7, batch 15500, giga_loss[loss=0.2595, simple_loss=0.3361, pruned_loss=0.09147, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03374, over 104.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3276, pruned_loss=0.08816, over 2475516.75 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06332, over 19202.71 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3094, pruned_loss=0.07772, over 2468404.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05315, over 7825.52 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.329, pruned_loss=0.08884, over 2475599.84 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06373, over 20292.79 utterances.], batch size: 104, lr: 4.71e-04
2022-08-24 08:04:24,735 INFO [train.py:927] (0/8) Epoch 7, batch 15550, giga_loss[loss=0.2254, simple_loss=0.3026, pruned_loss=0.07409, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03893, over 40.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3294, pruned_loss=0.08991, over 2475248.98 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06656, over 19416.75 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3097, pruned_loss=0.07785, over 2467797.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05317, over 7827.91 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3305, pruned_loss=0.09053, over 2476002.34 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06684, over 20492.97 utterances.], batch size: 40, lr: 4.71e-04
2022-08-24 08:06:08,650 INFO [train.py:927] (0/8) Epoch 7, batch 15600, giga_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08442, over 12444.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04315, over 114.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3291, pruned_loss=0.08992, over 2475411.68 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06828, over 19317.06 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3102, pruned_loss=0.07803, over 2468064.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.05647, over 7906.90 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3304, pruned_loss=0.09075, over 2476062.16 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06761, over 20580.36 utterances.], batch size: 114, lr: 4.71e-04
2022-08-24 08:07:52,486 INFO [train.py:927] (0/8) Epoch 7, batch 15650, giga_loss[loss=0.2169, simple_loss=0.3032, pruned_loss=0.06528, over 12259.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02915, over 42.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3293, pruned_loss=0.08881, over 2475214.62 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06752, over 19237.32 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3106, pruned_loss=0.07857, over 2467981.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.05983, over 7966.39 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3303, pruned_loss=0.08916, over 2475892.08 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06598, over 20333.09 utterances.], batch size: 42, lr: 4.71e-04
2022-08-24 08:09:35,595 INFO [train.py:927] (0/8) Epoch 7, batch 15700, giga_loss[loss=0.2738, simple_loss=0.3476, pruned_loss=0.1, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3288, pruned_loss=0.08775, over 2474738.21 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06891, over 19035.07 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.311, pruned_loss=0.07894, over 2467943.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.06726, over 8123.24 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3297, pruned_loss=0.08796, over 2475531.14 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06474, over 20119.63 utterances.], batch size: 133, lr: 4.71e-04
2022-08-24 08:11:20,024 INFO [train.py:927] (0/8) Epoch 7, batch 15750, libri_loss[loss=0.2931, simple_loss=0.362, pruned_loss=0.1121, over 12280.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.06536, over 51.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3293, pruned_loss=0.08904, over 2473680.99 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06799, over 19274.80 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3108, pruned_loss=0.07896, over 2467679.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06606, over 8092.22 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3306, pruned_loss=0.08944, over 2474692.94 frames. utt_duration=485 frames, utt_pad_proportion=0.06519, over 20470.01 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:13:04,327 INFO [train.py:927] (0/8) Epoch 7, batch 15800, giga_loss[loss=0.325, simple_loss=0.3707, pruned_loss=0.1397, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07306, over 212.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3268, pruned_loss=0.08865, over 2473470.74 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06966, over 19622.94 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3101, pruned_loss=0.07863, over 2467352.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.06413, over 8034.69 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3292, pruned_loss=0.08964, over 2474811.45 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06807, over 21065.51 utterances.], batch size: 212, lr: 4.71e-04
2022-08-24 08:14:51,644 INFO [train.py:927] (0/8) Epoch 7, batch 15850, giga_loss[loss=0.2583, simple_loss=0.3301, pruned_loss=0.09327, over 12378.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05222, over 161.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3258, pruned_loss=0.08903, over 2474738.12 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07046, over 20991.17 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3103, pruned_loss=0.0788, over 2467489.52 frames. utt_duration=1226 frames, utt_pad_proportion=0.0645, over 8061.34 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3276, pruned_loss=0.08974, over 2475718.38 frames. utt_duration=447.3 frames, utt_pad_proportion=0.06913, over 22213.12 utterances.], batch size: 161, lr: 4.71e-04
2022-08-24 08:15:19,831 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-174000.pt
2022-08-24 08:16:41,486 INFO [train.py:927] (0/8) Epoch 7, batch 15900, giga_loss[loss=0.2369, simple_loss=0.3245, pruned_loss=0.07466, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04418, over 146.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3244, pruned_loss=0.08844, over 2475693.19 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06987, over 21570.85 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3101, pruned_loss=0.07881, over 2467962.18 frames. utt_duration=1224 frames, utt_pad_proportion=0.06444, over 8073.34 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3265, pruned_loss=0.08928, over 2476259.55 frames. utt_duration=434 frames, utt_pad_proportion=0.06894, over 22900.21 utterances.], batch size: 146, lr: 4.71e-04
2022-08-24 08:18:21,965 INFO [train.py:927] (0/8) Epoch 7, batch 15950, giga_loss[loss=0.2605, simple_loss=0.3376, pruned_loss=0.09172, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06059, over 182.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3208, pruned_loss=0.08542, over 2475123.23 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07143, over 21479.36 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3101, pruned_loss=0.07886, over 2467899.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.06888, over 8159.21 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3226, pruned_loss=0.08617, over 2475775.43 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06912, over 22697.21 utterances.], batch size: 182, lr: 4.71e-04
2022-08-24 08:20:10,500 INFO [train.py:927] (0/8) Epoch 7, batch 16000, giga_loss[loss=0.2592, simple_loss=0.3128, pruned_loss=0.1028, over 12345.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2148, over 374.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08471, over 2475473.05 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07239, over 21267.95 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3107, pruned_loss=0.07944, over 2467811.17 frames. utt_duration=1198 frames, utt_pad_proportion=0.07207, over 8247.74 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08494, over 2476289.34 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06941, over 22526.29 utterances.], batch size: 374, lr: 4.71e-04
2022-08-24 08:21:52,853 INFO [train.py:927] (0/8) Epoch 7, batch 16050, giga_loss[loss=0.221, simple_loss=0.3116, pruned_loss=0.0652, over 12415.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.0342, over 75.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3189, pruned_loss=0.085, over 2475711.22 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07466, over 22119.04 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3107, pruned_loss=0.0794, over 2467952.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07178, over 8242.50 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08523, over 2476262.75 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07237, over 23161.19 utterances.], batch size: 75, lr: 4.71e-04
2022-08-24 08:23:38,179 INFO [train.py:927] (0/8) Epoch 7, batch 16100, giga_loss[loss=0.2159, simple_loss=0.298, pruned_loss=0.06694, over 12396.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3202, pruned_loss=0.08634, over 2475762.74 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08142, over 22793.42 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3106, pruned_loss=0.07949, over 2467848.38 frames. utt_duration=1194 frames, utt_pad_proportion=0.07469, over 8275.05 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3213, pruned_loss=0.08657, over 2476500.84 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07839, over 23983.26 utterances.], batch size: 66, lr: 4.71e-04
2022-08-24 08:25:24,104 INFO [train.py:927] (0/8) Epoch 7, batch 16150, giga_loss[loss=0.3421, simple_loss=0.377, pruned_loss=0.1535, over 12375.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3208, pruned_loss=0.08708, over 2476371.90 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08374, over 22851.51 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3108, pruned_loss=0.07963, over 2468031.04 frames. utt_duration=1185 frames, utt_pad_proportion=0.07806, over 8340.17 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.08725, over 2476911.15 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08039, over 23938.30 utterances.], batch size: 260, lr: 4.70e-04
2022-08-24 08:27:12,105 INFO [train.py:927] (0/8) Epoch 7, batch 16200, giga_loss[loss=0.2098, simple_loss=0.2956, pruned_loss=0.06198, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04514, over 31.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3223, pruned_loss=0.08757, over 2475918.69 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08017, over 22093.04 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3109, pruned_loss=0.07976, over 2468467.79 frames. utt_duration=1189 frames, utt_pad_proportion=0.07652, over 8317.91 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.323, pruned_loss=0.08778, over 2476134.09 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0781, over 23302.77 utterances.], batch size: 31, lr: 4.70e-04
2022-08-24 08:28:59,520 INFO [train.py:927] (0/8) Epoch 7, batch 16250, giga_loss[loss=0.2527, simple_loss=0.3152, pruned_loss=0.09511, over 12327.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04517, over 31.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3244, pruned_loss=0.08952, over 2475671.33 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08352, over 22624.55 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3114, pruned_loss=0.08023, over 2468501.66 frames. utt_duration=1179 frames, utt_pad_proportion=0.07961, over 8383.18 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08937, over 2475908.57 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08074, over 23714.24 utterances.], batch size: 31, lr: 4.70e-04
2022-08-24 08:30:46,890 INFO [train.py:927] (0/8) Epoch 7, batch 16300, giga_loss[loss=0.2919, simple_loss=0.3452, pruned_loss=0.1192, over 12404.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.08963, over 2475108.69 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08277, over 23055.52 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3116, pruned_loss=0.08036, over 2468558.79 frames. utt_duration=1181 frames, utt_pad_proportion=0.07878, over 8372.48 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3265, pruned_loss=0.08952, over 2475357.31 frames. utt_duration=412 frames, utt_pad_proportion=0.08092, over 24116.37 utterances.], batch size: 259, lr: 4.70e-04
2022-08-24 08:32:33,871 INFO [train.py:927] (0/8) Epoch 7, batch 16350, giga_loss[loss=0.2156, simple_loss=0.303, pruned_loss=0.06413, over 12359.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3259, pruned_loss=0.09014, over 2475112.52 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08558, over 23276.46 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3122, pruned_loss=0.08081, over 2468816.05 frames. utt_duration=1183 frames, utt_pad_proportion=0.07755, over 8360.13 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3258, pruned_loss=0.08981, over 2475187.92 frames. utt_duration=407.3 frames, utt_pad_proportion=0.08443, over 24395.10 utterances.], batch size: 66, lr: 4.70e-04
2022-08-24 08:34:21,434 INFO [train.py:927] (0/8) Epoch 7, batch 16400, giga_loss[loss=0.2532, simple_loss=0.3234, pruned_loss=0.09154, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3253, pruned_loss=0.08972, over 2475236.35 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08369, over 23025.93 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3127, pruned_loss=0.08041, over 2468829.21 frames. utt_duration=1187 frames, utt_pad_proportion=0.07548, over 8327.07 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3252, pruned_loss=0.09014, over 2475486.90 frames. utt_duration=406.5 frames, utt_pad_proportion=0.08361, over 24448.92 utterances.], batch size: 146, lr: 4.70e-04
2022-08-24 08:36:06,265 INFO [train.py:927] (0/8) Epoch 7, batch 16450, libri_loss[loss=0.2197, simple_loss=0.299, pruned_loss=0.07024, over 12331.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.06309, over 51.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3253, pruned_loss=0.09029, over 2475300.03 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08078, over 22489.26 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3127, pruned_loss=0.08055, over 2469126.85 frames. utt_duration=1179 frames, utt_pad_proportion=0.07778, over 8384.92 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3258, pruned_loss=0.09087, over 2475452.06 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08032, over 24121.79 utterances.], batch size: 51, lr: 4.70e-04
2022-08-24 08:37:52,476 INFO [train.py:927] (0/8) Epoch 7, batch 16500, giga_loss[loss=0.2792, simple_loss=0.3306, pruned_loss=0.1139, over 12362.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.1987, over 369.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.09088, over 2475054.18 frames. utt_duration=441.1 frames, utt_pad_proportion=0.081, over 22519.04 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3128, pruned_loss=0.08063, over 2469099.46 frames. utt_duration=1181 frames, utt_pad_proportion=0.07718, over 8374.09 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3259, pruned_loss=0.09135, over 2475249.86 frames. utt_duration=415.2 frames, utt_pad_proportion=0.0808, over 23927.85 utterances.], batch size: 369, lr: 4.70e-04
2022-08-24 08:39:36,229 INFO [train.py:927] (0/8) Epoch 7, batch 16550, libri_loss[loss=0.2944, simple_loss=0.3468, pruned_loss=0.121, over 12380.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009531, over 38.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3257, pruned_loss=0.09126, over 2475127.90 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07886, over 22021.05 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3128, pruned_loss=0.08095, over 2469182.27 frames. utt_duration=1173 frames, utt_pad_proportion=0.07942, over 8432.86 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09166, over 2475389.46 frames. utt_duration=422 frames, utt_pad_proportion=0.07811, over 23542.82 utterances.], batch size: 38, lr: 4.70e-04
2022-08-24 08:41:21,853 INFO [train.py:927] (0/8) Epoch 7, batch 16600, giga_loss[loss=0.2478, simple_loss=0.3203, pruned_loss=0.08767, over 12362.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04639, over 146.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3255, pruned_loss=0.09162, over 2475177.58 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07546, over 21491.99 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3119, pruned_loss=0.08045, over 2468780.62 frames. utt_duration=1183 frames, utt_pad_proportion=0.07754, over 8361.68 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3273, pruned_loss=0.09273, over 2475949.93 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07566, over 23208.72 utterances.], batch size: 146, lr: 4.70e-04
2022-08-24 08:43:04,888 INFO [train.py:927] (0/8) Epoch 7, batch 16650, giga_loss[loss=0.2875, simple_loss=0.3456, pruned_loss=0.1147, over 12363.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06602, over 183.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3253, pruned_loss=0.091, over 2474475.68 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07478, over 21733.58 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3117, pruned_loss=0.08034, over 2468725.59 frames. utt_duration=1184 frames, utt_pad_proportion=0.07699, over 8351.12 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.09206, over 2475175.17 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07515, over 23208.71 utterances.], batch size: 183, lr: 4.70e-04
2022-08-24 08:44:50,174 INFO [train.py:927] (0/8) Epoch 7, batch 16700, giga_loss[loss=0.2418, simple_loss=0.3217, pruned_loss=0.08089, over 12400.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03525, over 75.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3259, pruned_loss=0.09135, over 2474626.38 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07751, over 21897.29 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3118, pruned_loss=0.08028, over 2468582.75 frames. utt_duration=1189 frames, utt_pad_proportion=0.07563, over 8316.96 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3276, pruned_loss=0.09256, over 2475463.24 frames. utt_duration=423 frames, utt_pad_proportion=0.07811, over 23490.93 utterances.], batch size: 75, lr: 4.70e-04
2022-08-24 08:46:32,938 INFO [train.py:927] (0/8) Epoch 7, batch 16750, giga_loss[loss=0.2945, simple_loss=0.3535, pruned_loss=0.1178, over 12408.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04713, over 161.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3257, pruned_loss=0.09122, over 2474282.05 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07688, over 21068.78 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3115, pruned_loss=0.08027, over 2468663.41 frames. utt_duration=1187 frames, utt_pad_proportion=0.07695, over 8328.85 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3279, pruned_loss=0.09265, over 2475120.72 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07699, over 22879.14 utterances.], batch size: 161, lr: 4.70e-04
2022-08-24 08:48:16,048 INFO [train.py:927] (0/8) Epoch 7, batch 16800, giga_loss[loss=0.3172, simple_loss=0.3602, pruned_loss=0.1371, over 12345.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2022, over 368.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3269, pruned_loss=0.0913, over 2473617.58 frames. utt_duration=466.3 frames, utt_pad_proportion=0.077, over 21284.48 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.311, pruned_loss=0.08007, over 2468432.33 frames. utt_duration=1194 frames, utt_pad_proportion=0.07562, over 8282.08 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3294, pruned_loss=0.09285, over 2474603.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07748, over 23056.58 utterances.], batch size: 368, lr: 4.70e-04
2022-08-24 08:50:00,296 INFO [train.py:927] (0/8) Epoch 7, batch 16850, giga_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.05917, over 12432.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03276, over 75.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3255, pruned_loss=0.08975, over 2474154.84 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07617, over 20964.00 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.311, pruned_loss=0.08004, over 2468793.94 frames. utt_duration=1198 frames, utt_pad_proportion=0.07394, over 8250.44 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.328, pruned_loss=0.09136, over 2474785.30 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0772, over 22828.54 utterances.], batch size: 75, lr: 4.69e-04
2022-08-24 08:51:43,779 INFO [train.py:927] (0/8) Epoch 7, batch 16900, giga_loss[loss=0.2812, simple_loss=0.348, pruned_loss=0.1072, over 12361.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03224, over 62.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3251, pruned_loss=0.08983, over 2474364.78 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07429, over 20844.95 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3104, pruned_loss=0.07974, over 2468599.77 frames. utt_duration=1204 frames, utt_pad_proportion=0.07293, over 8210.71 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3279, pruned_loss=0.09155, over 2475130.78 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07557, over 22590.95 utterances.], batch size: 62, lr: 4.69e-04
2022-08-24 08:53:32,433 INFO [train.py:927] (0/8) Epoch 7, batch 16950, giga_loss[loss=0.2879, simple_loss=0.3448, pruned_loss=0.1155, over 12377.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07514, over 212.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3259, pruned_loss=0.09095, over 2474774.85 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07423, over 21133.56 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.07959, over 2468338.53 frames. utt_duration=1205 frames, utt_pad_proportion=0.0721, over 8204.43 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3286, pruned_loss=0.09264, over 2475724.51 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07554, over 22753.19 utterances.], batch size: 212, lr: 4.69e-04
2022-08-24 08:55:19,963 INFO [train.py:927] (0/8) Epoch 7, batch 17000, giga_loss[loss=0.2246, simple_loss=0.3006, pruned_loss=0.07435, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03589, over 43.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3274, pruned_loss=0.09228, over 2475325.21 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08005, over 21944.07 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3104, pruned_loss=0.07968, over 2468282.43 frames. utt_duration=1208 frames, utt_pad_proportion=0.07132, over 8185.41 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3295, pruned_loss=0.09369, over 2476209.80 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08092, over 23402.71 utterances.], batch size: 43, lr: 4.69e-04
2022-08-24 08:57:03,623 INFO [train.py:927] (0/8) Epoch 7, batch 17050, giga_loss[loss=0.3493, simple_loss=0.3844, pruned_loss=0.1571, over 12394.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3279, pruned_loss=0.09243, over 2474748.32 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07712, over 21818.76 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.07931, over 2467775.20 frames. utt_duration=1215 frames, utt_pad_proportion=0.0698, over 8134.53 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3305, pruned_loss=0.09425, over 2476080.69 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07848, over 23399.28 utterances.], batch size: 258, lr: 4.69e-04
2022-08-24 08:58:49,098 INFO [train.py:927] (0/8) Epoch 7, batch 17100, giga_loss[loss=0.2708, simple_loss=0.3291, pruned_loss=0.1062, over 12358.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1993, over 367.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3263, pruned_loss=0.0905, over 2474636.00 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07705, over 21028.48 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3098, pruned_loss=0.07929, over 2467606.79 frames. utt_duration=1204 frames, utt_pad_proportion=0.07376, over 8205.56 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3288, pruned_loss=0.09221, over 2475981.08 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07678, over 22510.02 utterances.], batch size: 367, lr: 4.69e-04
2022-08-24 09:00:35,087 INFO [train.py:927] (0/8) Epoch 7, batch 17150, giga_loss[loss=0.2575, simple_loss=0.3302, pruned_loss=0.09239, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3266, pruned_loss=0.09036, over 2474388.37 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07339, over 21059.66 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.0793, over 2467639.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.07287, over 8192.54 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3287, pruned_loss=0.09184, over 2475515.52 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07367, over 22403.59 utterances.], batch size: 133, lr: 4.69e-04
2022-08-24 09:02:19,672 INFO [train.py:927] (0/8) Epoch 7, batch 17200, giga_loss[loss=0.2057, simple_loss=0.2919, pruned_loss=0.05976, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02715, over 91.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08951, over 2474647.83 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06987, over 20210.54 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3109, pruned_loss=0.07996, over 2467854.63 frames. utt_duration=1184 frames, utt_pad_proportion=0.08, over 8344.90 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.09026, over 2475444.59 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06785, over 21303.51 utterances.], batch size: 91, lr: 4.69e-04
2022-08-24 09:04:06,865 INFO [train.py:927] (0/8) Epoch 7, batch 17250, libri_loss[loss=0.2566, simple_loss=0.3408, pruned_loss=0.08615, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008947, over 30.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3223, pruned_loss=0.08832, over 2474850.68 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07461, over 20809.45 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3108, pruned_loss=0.07971, over 2467866.44 frames. utt_duration=1191 frames, utt_pad_proportion=0.07843, over 8301.14 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3235, pruned_loss=0.08939, over 2475670.19 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07332, over 22056.42 utterances.], batch size: 30, lr: 4.69e-04
2022-08-24 09:05:51,205 INFO [train.py:927] (0/8) Epoch 7, batch 17300, giga_loss[loss=0.2205, simple_loss=0.2922, pruned_loss=0.0744, over 12462.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03148, over 92.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3201, pruned_loss=0.08752, over 2474228.57 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07583, over 20650.27 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.311, pruned_loss=0.07995, over 2467948.88 frames. utt_duration=1182 frames, utt_pad_proportion=0.08144, over 8360.25 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3211, pruned_loss=0.08828, over 2474916.17 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07354, over 21799.80 utterances.], batch size: 92, lr: 4.69e-04
2022-08-24 09:07:36,211 INFO [train.py:927] (0/8) Epoch 7, batch 17350, giga_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.06631, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.0304, over 91.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08483, over 2474271.87 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07947, over 21674.33 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3109, pruned_loss=0.08002, over 2467905.84 frames. utt_duration=1164 frames, utt_pad_proportion=0.08834, over 8494.98 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3199, pruned_loss=0.08561, over 2475040.50 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0753, over 22855.75 utterances.], batch size: 91, lr: 4.69e-04
2022-08-24 09:09:20,810 INFO [train.py:927] (0/8) Epoch 7, batch 17400, giga_loss[loss=0.2132, simple_loss=0.3057, pruned_loss=0.06031, over 12337.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03104, over 70.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3173, pruned_loss=0.08199, over 2474914.97 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07654, over 22499.03 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3111, pruned_loss=0.08014, over 2467963.32 frames. utt_duration=1164 frames, utt_pad_proportion=0.08802, over 8495.51 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3181, pruned_loss=0.0825, over 2475494.87 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07356, over 23485.78 utterances.], batch size: 70, lr: 4.69e-04
2022-08-24 09:11:03,166 INFO [train.py:927] (0/8) Epoch 7, batch 17450, giga_loss[loss=0.1982, simple_loss=0.3021, pruned_loss=0.04713, over 12402.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02608, over 70.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3143, pruned_loss=0.07844, over 2475090.19 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07323, over 22701.06 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3106, pruned_loss=0.07991, over 2467911.96 frames. utt_duration=1169 frames, utt_pad_proportion=0.08682, over 8456.34 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3155, pruned_loss=0.07906, over 2475768.20 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07133, over 23861.81 utterances.], batch size: 70, lr: 4.69e-04
2022-08-24 09:12:48,403 INFO [train.py:927] (0/8) Epoch 7, batch 17500, giga_loss[loss=0.2282, simple_loss=0.3064, pruned_loss=0.07501, over 12349.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3133, pruned_loss=0.07696, over 2475231.85 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07524, over 23189.28 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3101, pruned_loss=0.07968, over 2468052.43 frames. utt_duration=1174 frames, utt_pad_proportion=0.08551, over 8421.05 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3148, pruned_loss=0.07763, over 2475792.86 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07399, over 24472.97 utterances.], batch size: 363, lr: 4.69e-04
2022-08-24 09:14:30,228 INFO [train.py:927] (0/8) Epoch 7, batch 17550, giga_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05281, over 12436.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05387, over 162.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3106, pruned_loss=0.07451, over 2475395.81 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07555, over 23976.73 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3103, pruned_loss=0.07987, over 2468290.67 frames. utt_duration=1178 frames, utt_pad_proportion=0.08471, over 8394.82 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3116, pruned_loss=0.07481, over 2475723.64 frames. utt_duration=394 frames, utt_pad_proportion=0.07477, over 25226.44 utterances.], batch size: 162, lr: 4.69e-04
2022-08-24 09:16:16,195 INFO [train.py:927] (0/8) Epoch 7, batch 17600, giga_loss[loss=0.2198, simple_loss=0.3069, pruned_loss=0.06634, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04191, over 113.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3097, pruned_loss=0.07324, over 2476155.54 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07483, over 24291.32 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3101, pruned_loss=0.07972, over 2468293.15 frames. utt_duration=1181 frames, utt_pad_proportion=0.08416, over 8370.93 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3106, pruned_loss=0.07355, over 2476479.79 frames. utt_duration=391 frames, utt_pad_proportion=0.07441, over 25427.09 utterances.], batch size: 113, lr: 4.68e-04
2022-08-24 09:17:59,896 INFO [train.py:927] (0/8) Epoch 7, batch 17650, giga_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05879, over 12459.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03187, over 92.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3068, pruned_loss=0.0712, over 2476322.10 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07912, over 24963.60 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3099, pruned_loss=0.07964, over 2468641.28 frames. utt_duration=1175 frames, utt_pad_proportion=0.0866, over 8413.75 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3077, pruned_loss=0.07135, over 2476446.53 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07778, over 26206.78 utterances.], batch size: 92, lr: 4.68e-04
2022-08-24 09:19:47,642 INFO [train.py:927] (0/8) Epoch 7, batch 17700, giga_loss[loss=0.1851, simple_loss=0.2816, pruned_loss=0.04432, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3027, pruned_loss=0.06827, over 2475729.95 frames. utt_duration=395 frames, utt_pad_proportion=0.08001, over 25162.99 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07966, over 2468418.47 frames. utt_duration=1175 frames, utt_pad_proportion=0.08619, over 8411.67 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3033, pruned_loss=0.06828, over 2476095.40 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07901, over 26290.42 utterances.], batch size: 146, lr: 4.68e-04
2022-08-24 09:21:33,193 INFO [train.py:927] (0/8) Epoch 7, batch 17750, giga_loss[loss=0.2215, simple_loss=0.2992, pruned_loss=0.07197, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.306, pruned_loss=0.06879, over 2476240.65 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07926, over 25575.45 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07965, over 2468838.74 frames. utt_duration=1180 frames, utt_pad_proportion=0.08465, over 8381.66 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3028, pruned_loss=0.06858, over 2476323.98 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07889, over 26865.54 utterances.], batch size: 183, lr: 4.68e-04
2022-08-24 09:23:30,129 INFO [train.py:927] (0/8) Epoch 7, batch 17800, giga_loss[loss=0.2114, simple_loss=0.2972, pruned_loss=0.06278, over 12361.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02977, over 85.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3073, pruned_loss=0.06851, over 2476315.97 frames. utt_duration=380.9 frames, utt_pad_proportion=0.08068, over 26104.77 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3142, pruned_loss=0.07972, over 2468555.05 frames. utt_duration=1171 frames, utt_pad_proportion=0.08822, over 8442.63 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3043, pruned_loss=0.06814, over 2476711.71 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07939, over 27286.75 utterances.], batch size: 85, lr: 4.68e-04
2022-08-24 09:25:37,799 INFO [train.py:927] (0/8) Epoch 7, batch 17850, giga_loss[loss=0.1922, simple_loss=0.2837, pruned_loss=0.05031, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03149, over 42.00 utterances.], tot_loss[loss=0.22, simple_loss=0.305, pruned_loss=0.06747, over 2476012.99 frames. utt_duration=386 frames, utt_pad_proportion=0.0774, over 25751.81 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3137, pruned_loss=0.07945, over 2468370.35 frames. utt_duration=1174 frames, utt_pad_proportion=0.08737, over 8423.03 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.303, pruned_loss=0.06727, over 2476604.03 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07671, over 26938.88 utterances.], batch size: 42, lr: 4.68e-04
2022-08-24 09:26:08,458 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-176000.pt
2022-08-24 09:27:46,997 INFO [train.py:927] (0/8) Epoch 7, batch 17900, giga_loss[loss=0.2289, simple_loss=0.3156, pruned_loss=0.07114, over 12386.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07047, over 211.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3026, pruned_loss=0.06549, over 2476115.46 frames. utt_duration=394.5 frames, utt_pad_proportion=0.0746, over 25193.77 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07946, over 2468269.54 frames. utt_duration=1179 frames, utt_pad_proportion=0.08545, over 8384.00 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.301, pruned_loss=0.06499, over 2476871.64 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07463, over 26625.19 utterances.], batch size: 211, lr: 4.68e-04
2022-08-24 09:29:51,425 INFO [train.py:927] (0/8) Epoch 7, batch 17950, giga_loss[loss=0.2061, simple_loss=0.2916, pruned_loss=0.0603, over 12409.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06666, over 212.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06416, over 2476306.68 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07525, over 25055.68 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3128, pruned_loss=0.07928, over 2468147.26 frames. utt_duration=1182 frames, utt_pad_proportion=0.08456, over 8362.19 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06355, over 2477229.73 frames. utt_duration=373 frames, utt_pad_proportion=0.07538, over 26656.31 utterances.], batch size: 212, lr: 4.68e-04
2022-08-24 09:31:46,255 INFO [train.py:927] (0/8) Epoch 7, batch 18000, libri_loss[loss=0.1854, simple_loss=0.2602, pruned_loss=0.05529, over 12238.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005522, over 31.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2981, pruned_loss=0.06422, over 2476844.74 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07185, over 24712.37 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.0791, over 2468256.88 frames. utt_duration=1189 frames, utt_pad_proportion=0.08273, over 8310.96 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2972, pruned_loss=0.06348, over 2477727.19 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07259, over 26499.41 utterances.], batch size: 31, lr: 4.68e-04
2022-08-24 09:31:46,260 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 09:32:01,611 INFO [train.py:967] (0/8) Epoch 7, validation: loss=0.1819, simple_loss=0.2922, pruned_loss=0.03583, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 09:34:13,438 INFO [train.py:927] (0/8) Epoch 7, batch 18050, giga_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.0749, over 12456.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03484, over 98.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2989, pruned_loss=0.06424, over 2476959.71 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06951, over 24289.09 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.312, pruned_loss=0.07902, over 2467942.25 frames. utt_duration=1195 frames, utt_pad_proportion=0.08103, over 8273.94 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2982, pruned_loss=0.06333, over 2478195.98 frames. utt_duration=379.7 frames, utt_pad_proportion=0.07066, over 26196.20 utterances.], batch size: 98, lr: 4.68e-04
2022-08-24 09:36:22,612 INFO [train.py:927] (0/8) Epoch 7, batch 18100, giga_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.05975, over 12347.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02771, over 66.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2969, pruned_loss=0.06358, over 2476788.56 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06747, over 23840.29 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3115, pruned_loss=0.07893, over 2468091.88 frames. utt_duration=1202 frames, utt_pad_proportion=0.07979, over 8223.56 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2965, pruned_loss=0.06257, over 2477845.62 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06883, over 25776.30 utterances.], batch size: 66, lr: 4.68e-04
2022-08-24 09:38:27,095 INFO [train.py:927] (0/8) Epoch 7, batch 18150, giga_loss[loss=0.2195, simple_loss=0.3209, pruned_loss=0.05909, over 12434.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3005, pruned_loss=0.06404, over 2477567.66 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06525, over 24079.03 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3115, pruned_loss=0.07905, over 2468211.65 frames. utt_duration=1192 frames, utt_pad_proportion=0.08334, over 8291.37 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06299, over 2478373.17 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06527, over 25672.81 utterances.], batch size: 147, lr: 4.68e-04
2022-08-24 09:40:33,184 INFO [train.py:927] (0/8) Epoch 7, batch 18200, libri_loss[loss=0.2219, simple_loss=0.3133, pruned_loss=0.06518, over 12257.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.06757, over 51.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3007, pruned_loss=0.06277, over 2477236.03 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06875, over 25076.90 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3114, pruned_loss=0.07894, over 2467973.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.08315, over 8304.34 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.3001, pruned_loss=0.06175, over 2478277.53 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06859, over 26646.16 utterances.], batch size: 51, lr: 4.68e-04
2022-08-24 09:42:37,402 INFO [train.py:927] (0/8) Epoch 7, batch 18250, giga_loss[loss=0.1862, simple_loss=0.2793, pruned_loss=0.04659, over 12435.00 frames. utt_duration=276.1 frames, utt_pad_proportion=0.05136, over 181.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.301, pruned_loss=0.06278, over 2477472.51 frames. utt_duration=404 frames, utt_pad_proportion=0.06766, over 24604.93 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3117, pruned_loss=0.07892, over 2467987.05 frames. utt_duration=1195 frames, utt_pad_proportion=0.08196, over 8273.38 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.3001, pruned_loss=0.0617, over 2478460.15 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06788, over 26186.57 utterances.], batch size: 181, lr: 4.68e-04
2022-08-24 09:45:11,599 INFO [train.py:927] (0/8) Epoch 7, batch 18300, giga_loss[loss=0.2209, simple_loss=0.309, pruned_loss=0.06646, over 12380.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04633, over 146.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06445, over 2477608.26 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07049, over 24890.67 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3121, pruned_loss=0.07936, over 2468086.29 frames. utt_duration=1187 frames, utt_pad_proportion=0.08444, over 8329.36 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3009, pruned_loss=0.06287, over 2478515.48 frames. utt_duration=376 frames, utt_pad_proportion=0.06965, over 26453.38 utterances.], batch size: 146, lr: 4.68e-04
2022-08-24 09:47:19,870 INFO [train.py:927] (0/8) Epoch 7, batch 18350, giga_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05882, over 12435.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03486, over 105.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2988, pruned_loss=0.06302, over 2478116.99 frames. utt_duration=391 frames, utt_pad_proportion=0.07401, over 25425.85 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3118, pruned_loss=0.07917, over 2468264.11 frames. utt_duration=1188 frames, utt_pad_proportion=0.08388, over 8322.13 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2979, pruned_loss=0.0618, over 2478755.30 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07334, over 26827.41 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 09:49:24,040 INFO [train.py:927] (0/8) Epoch 7, batch 18400, giga_loss[loss=0.2623, simple_loss=0.324, pruned_loss=0.1003, over 12417.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2986, pruned_loss=0.06288, over 2478074.46 frames. utt_duration=401.6 frames, utt_pad_proportion=0.0692, over 24757.05 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.312, pruned_loss=0.07942, over 2468278.27 frames. utt_duration=1185 frames, utt_pad_proportion=0.0839, over 8343.01 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2976, pruned_loss=0.06152, over 2478700.09 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06884, over 26060.51 utterances.], batch size: 257, lr: 4.67e-04
2022-08-24 09:51:30,742 INFO [train.py:927] (0/8) Epoch 7, batch 18450, giga_loss[loss=0.1882, simple_loss=0.2732, pruned_loss=0.0516, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03067, over 42.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2985, pruned_loss=0.06313, over 2478686.37 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06585, over 24458.86 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3123, pruned_loss=0.0795, over 2468449.27 frames. utt_duration=1185 frames, utt_pad_proportion=0.08327, over 8343.60 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06185, over 2479111.22 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06585, over 25627.35 utterances.], batch size: 42, lr: 4.67e-04
2022-08-24 09:53:34,464 INFO [train.py:927] (0/8) Epoch 7, batch 18500, giga_loss[loss=0.2028, simple_loss=0.2966, pruned_loss=0.05452, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2987, pruned_loss=0.0638, over 2478666.36 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06477, over 24344.09 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3123, pruned_loss=0.07958, over 2468220.69 frames. utt_duration=1189 frames, utt_pad_proportion=0.08205, over 8312.95 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2975, pruned_loss=0.06243, over 2479378.80 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06509, over 25579.16 utterances.], batch size: 146, lr: 4.67e-04
2022-08-24 09:55:56,852 INFO [train.py:927] (0/8) Epoch 7, batch 18550, giga_loss[loss=0.224, simple_loss=0.3088, pruned_loss=0.06961, over 12373.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3003, pruned_loss=0.06375, over 2478947.17 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07072, over 25376.91 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3132, pruned_loss=0.07974, over 2468268.01 frames. utt_duration=1192 frames, utt_pad_proportion=0.08112, over 8293.39 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2984, pruned_loss=0.06231, over 2479610.26 frames. utt_duration=374 frames, utt_pad_proportion=0.07095, over 26602.41 utterances.], batch size: 113, lr: 4.67e-04
2022-08-24 09:58:06,262 INFO [train.py:927] (0/8) Epoch 7, batch 18600, giga_loss[loss=0.181, simple_loss=0.2708, pruned_loss=0.04563, over 12476.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2984, pruned_loss=0.06385, over 2477974.00 frames. utt_duration=403 frames, utt_pad_proportion=0.06676, over 24669.77 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.07983, over 2467738.99 frames. utt_duration=1200 frames, utt_pad_proportion=0.07915, over 8232.94 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2966, pruned_loss=0.06212, over 2479286.61 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06761, over 26219.12 utterances.], batch size: 98, lr: 4.67e-04
2022-08-24 10:00:01,863 INFO [train.py:927] (0/8) Epoch 7, batch 18650, giga_loss[loss=0.2381, simple_loss=0.3072, pruned_loss=0.08454, over 12432.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02987, over 80.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2944, pruned_loss=0.06259, over 2477638.84 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06919, over 24748.33 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3128, pruned_loss=0.07981, over 2467656.48 frames. utt_duration=1206 frames, utt_pad_proportion=0.0774, over 8191.53 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2927, pruned_loss=0.06078, over 2479037.45 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07012, over 26459.52 utterances.], batch size: 80, lr: 4.67e-04
2022-08-24 10:01:58,054 INFO [train.py:927] (0/8) Epoch 7, batch 18700, giga_loss[loss=0.1823, simple_loss=0.2745, pruned_loss=0.04508, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06336, over 2478165.23 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06981, over 24323.89 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3133, pruned_loss=0.08034, over 2468005.48 frames. utt_duration=1193 frames, utt_pad_proportion=0.08052, over 8287.43 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2928, pruned_loss=0.06092, over 2479283.25 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06957, over 26123.54 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 10:04:01,908 INFO [train.py:927] (0/8) Epoch 7, batch 18750, giga_loss[loss=0.2047, simple_loss=0.2861, pruned_loss=0.06167, over 12351.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03358, over 97.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2933, pruned_loss=0.06179, over 2477963.94 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06664, over 23912.07 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3129, pruned_loss=0.08029, over 2468112.96 frames. utt_duration=1198 frames, utt_pad_proportion=0.07973, over 8254.28 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2915, pruned_loss=0.05968, over 2478899.23 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06683, over 25573.26 utterances.], batch size: 97, lr: 4.67e-04
2022-08-24 10:06:17,673 INFO [train.py:927] (0/8) Epoch 7, batch 18800, libri_loss[loss=0.2566, simple_loss=0.3449, pruned_loss=0.08412, over 12287.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006742, over 37.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2935, pruned_loss=0.06188, over 2478414.65 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06976, over 24592.17 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3134, pruned_loss=0.0805, over 2468328.66 frames. utt_duration=1188 frames, utt_pad_proportion=0.08247, over 8318.56 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2912, pruned_loss=0.05965, over 2479159.45 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06884, over 26152.12 utterances.], batch size: 37, lr: 4.67e-04
2022-08-24 10:08:18,979 INFO [train.py:927] (0/8) Epoch 7, batch 18850, giga_loss[loss=0.1786, simple_loss=0.2689, pruned_loss=0.04415, over 12268.00 frames. utt_duration=963.3 frames, utt_pad_proportion=0.03961, over 51.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06131, over 2477945.12 frames. utt_duration=407.3 frames, utt_pad_proportion=0.0688, over 24404.38 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3135, pruned_loss=0.08044, over 2468027.37 frames. utt_duration=1190 frames, utt_pad_proportion=0.08184, over 8304.41 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2909, pruned_loss=0.05946, over 2478862.10 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06825, over 25774.86 utterances.], batch size: 51, lr: 4.67e-04
2022-08-24 10:10:14,286 INFO [train.py:927] (0/8) Epoch 7, batch 18900, giga_loss[loss=0.2208, simple_loss=0.3212, pruned_loss=0.06018, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03436, over 43.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.06077, over 2478413.17 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07049, over 24893.70 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3135, pruned_loss=0.08057, over 2468065.91 frames. utt_duration=1182 frames, utt_pad_proportion=0.08495, over 8360.76 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2906, pruned_loss=0.05886, over 2479268.54 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06908, over 26210.12 utterances.], batch size: 43, lr: 4.67e-04
2022-08-24 10:12:09,281 INFO [train.py:927] (0/8) Epoch 7, batch 18950, giga_loss[loss=0.211, simple_loss=0.3025, pruned_loss=0.05973, over 12359.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02765, over 91.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2944, pruned_loss=0.06135, over 2477805.82 frames. utt_duration=391.9 frames, utt_pad_proportion=0.0725, over 25369.93 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.313, pruned_loss=0.08055, over 2467949.23 frames. utt_duration=1179 frames, utt_pad_proportion=0.08683, over 8386.75 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2927, pruned_loss=0.05933, over 2478861.93 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07062, over 26845.61 utterances.], batch size: 91, lr: 4.67e-04
2022-08-24 10:14:09,238 INFO [train.py:927] (0/8) Epoch 7, batch 19000, giga_loss[loss=0.2179, simple_loss=0.2986, pruned_loss=0.06862, over 12360.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2951, pruned_loss=0.0617, over 2478114.07 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07365, over 25801.34 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3133, pruned_loss=0.08064, over 2468082.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.08593, over 8394.85 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2931, pruned_loss=0.05957, over 2479028.90 frames. utt_duration=363.6 frames, utt_pad_proportion=0.07226, over 27359.24 utterances.], batch size: 97, lr: 4.67e-04
2022-08-24 10:16:08,407 INFO [train.py:927] (0/8) Epoch 7, batch 19050, giga_loss[loss=0.2201, simple_loss=0.3083, pruned_loss=0.06596, over 12448.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02864, over 80.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2928, pruned_loss=0.0604, over 2477811.23 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07299, over 24983.80 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3128, pruned_loss=0.08025, over 2467877.89 frames. utt_duration=1181 frames, utt_pad_proportion=0.08446, over 8369.50 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2911, pruned_loss=0.05839, over 2479048.50 frames. utt_duration=371 frames, utt_pad_proportion=0.0722, over 26812.94 utterances.], batch size: 80, lr: 4.67e-04
2022-08-24 10:18:07,542 INFO [train.py:927] (0/8) Epoch 7, batch 19100, giga_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06191, over 12348.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2917, pruned_loss=0.06035, over 2477698.57 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06999, over 25084.65 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3124, pruned_loss=0.08006, over 2467652.28 frames. utt_duration=1184 frames, utt_pad_proportion=0.08357, over 8348.12 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2903, pruned_loss=0.05867, over 2479009.08 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06975, over 26773.77 utterances.], batch size: 91, lr: 4.67e-04
2022-08-24 10:20:05,901 INFO [train.py:927] (0/8) Epoch 7, batch 19150, giga_loss[loss=0.2181, simple_loss=0.2978, pruned_loss=0.06922, over 12402.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09755, over 256.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2927, pruned_loss=0.06111, over 2477524.67 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07131, over 25201.87 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3118, pruned_loss=0.0799, over 2467732.59 frames. utt_duration=1191 frames, utt_pad_proportion=0.08165, over 8298.52 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2915, pruned_loss=0.05928, over 2478831.72 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07155, over 27175.37 utterances.], batch size: 256, lr: 4.66e-04
2022-08-24 10:22:01,981 INFO [train.py:927] (0/8) Epoch 7, batch 19200, giga_loss[loss=0.2121, simple_loss=0.3048, pruned_loss=0.05969, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2956, pruned_loss=0.06232, over 2477561.14 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07053, over 25347.67 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3118, pruned_loss=0.07989, over 2467877.80 frames. utt_duration=1194 frames, utt_pad_proportion=0.08071, over 8277.18 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.06062, over 2478590.67 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07101, over 27173.31 utterances.], batch size: 146, lr: 4.66e-04
2022-08-24 10:24:14,816 INFO [train.py:927] (0/8) Epoch 7, batch 19250, giga_loss[loss=0.1946, simple_loss=0.268, pruned_loss=0.06066, over 12367.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1734, over 355.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2947, pruned_loss=0.06173, over 2477102.79 frames. utt_duration=393.9 frames, utt_pad_proportion=0.0733, over 25233.67 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3107, pruned_loss=0.07951, over 2467645.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.07881, over 8204.52 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06015, over 2478434.13 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07399, over 27316.41 utterances.], batch size: 355, lr: 4.66e-04
2022-08-24 10:26:17,726 INFO [train.py:927] (0/8) Epoch 7, batch 19300, giga_loss[loss=0.2031, simple_loss=0.2948, pruned_loss=0.05569, over 12464.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.0272, over 80.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06192, over 2477485.22 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06842, over 24731.80 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3108, pruned_loss=0.07962, over 2467538.56 frames. utt_duration=1204 frames, utt_pad_proportion=0.07827, over 8207.23 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2939, pruned_loss=0.06025, over 2478808.30 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06941, over 26681.65 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:28:27,287 INFO [train.py:927] (0/8) Epoch 7, batch 19350, libri_loss[loss=0.2242, simple_loss=0.3034, pruned_loss=0.07247, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005406, over 32.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2954, pruned_loss=0.06252, over 2478186.36 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06641, over 25216.13 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.311, pruned_loss=0.07961, over 2467475.45 frames. utt_duration=1206 frames, utt_pad_proportion=0.07766, over 8194.18 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2945, pruned_loss=0.06106, over 2479411.88 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06744, over 26913.11 utterances.], batch size: 32, lr: 4.66e-04
2022-08-24 10:30:27,633 INFO [train.py:927] (0/8) Epoch 7, batch 19400, giga_loss[loss=0.2004, simple_loss=0.2904, pruned_loss=0.05515, over 12454.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03324, over 105.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06133, over 2478768.14 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06584, over 24438.95 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3111, pruned_loss=0.07966, over 2467720.84 frames. utt_duration=1194 frames, utt_pad_proportion=0.08178, over 8275.30 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2927, pruned_loss=0.05984, over 2479697.89 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06555, over 26016.36 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:32:27,636 INFO [train.py:927] (0/8) Epoch 7, batch 19450, giga_loss[loss=0.2035, simple_loss=0.2971, pruned_loss=0.05492, over 12267.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.0279, over 54.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06004, over 2478174.70 frames. utt_duration=421 frames, utt_pad_proportion=0.06288, over 23609.91 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3111, pruned_loss=0.0796, over 2467737.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.08094, over 8262.30 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2927, pruned_loss=0.05866, over 2479034.30 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06297, over 25076.00 utterances.], batch size: 54, lr: 4.66e-04
2022-08-24 10:34:22,717 INFO [train.py:927] (0/8) Epoch 7, batch 19500, giga_loss[loss=0.1891, simple_loss=0.2859, pruned_loss=0.04616, over 12454.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03018, over 122.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2942, pruned_loss=0.0593, over 2477311.13 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06333, over 23339.21 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3108, pruned_loss=0.07945, over 2467604.18 frames. utt_duration=1202 frames, utt_pad_proportion=0.07966, over 8224.23 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.05788, over 2478326.33 frames. utt_duration=399.4 frames, utt_pad_proportion=0.0637, over 24892.14 utterances.], batch size: 122, lr: 4.66e-04
2022-08-24 10:36:29,290 INFO [train.py:927] (0/8) Epoch 7, batch 19550, giga_loss[loss=0.1997, simple_loss=0.2821, pruned_loss=0.05869, over 12403.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.0935, over 255.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2941, pruned_loss=0.05923, over 2477268.82 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06311, over 23415.33 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3109, pruned_loss=0.07963, over 2467311.78 frames. utt_duration=1196 frames, utt_pad_proportion=0.08116, over 8259.09 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05742, over 2478619.25 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06287, over 25042.83 utterances.], batch size: 255, lr: 4.66e-04
2022-08-24 10:38:43,455 INFO [train.py:927] (0/8) Epoch 7, batch 19600, giga_loss[loss=0.1996, simple_loss=0.3032, pruned_loss=0.04798, over 12414.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03002, over 75.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2956, pruned_loss=0.05997, over 2477600.88 frames. utt_duration=401 frames, utt_pad_proportion=0.06894, over 24787.66 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3112, pruned_loss=0.07965, over 2467604.21 frames. utt_duration=1186 frames, utt_pad_proportion=0.08373, over 8336.29 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.05787, over 2478742.13 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06746, over 26540.26 utterances.], batch size: 75, lr: 4.66e-04
2022-08-24 10:40:55,337 INFO [train.py:927] (0/8) Epoch 7, batch 19650, giga_loss[loss=0.2121, simple_loss=0.3103, pruned_loss=0.05696, over 12389.00 frames. utt_duration=410.3 frames, utt_pad_proportion=0.02316, over 121.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2973, pruned_loss=0.0606, over 2477998.81 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06633, over 24283.27 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3103, pruned_loss=0.07932, over 2467889.38 frames. utt_duration=1195 frames, utt_pad_proportion=0.08186, over 8270.40 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.0586, over 2478982.84 frames. utt_duration=378.8 frames, utt_pad_proportion=0.0657, over 26258.56 utterances.], batch size: 121, lr: 4.66e-04
2022-08-24 10:43:18,587 INFO [train.py:927] (0/8) Epoch 7, batch 19700, giga_loss[loss=0.1825, simple_loss=0.2736, pruned_loss=0.04575, over 12430.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03342, over 105.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06018, over 2478354.59 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06327, over 24198.39 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3105, pruned_loss=0.07942, over 2467998.57 frames. utt_duration=1193 frames, utt_pad_proportion=0.08184, over 8288.59 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2956, pruned_loss=0.05836, over 2479116.65 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06292, over 25868.76 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:45:26,940 INFO [train.py:927] (0/8) Epoch 7, batch 19750, giga_loss[loss=0.1901, simple_loss=0.2834, pruned_loss=0.04844, over 12363.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03935, over 113.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2955, pruned_loss=0.05923, over 2478271.89 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06124, over 24242.27 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3104, pruned_loss=0.07942, over 2467670.45 frames. utt_duration=1198 frames, utt_pad_proportion=0.08078, over 8251.15 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2945, pruned_loss=0.05745, over 2479342.90 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06129, over 25874.20 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:47:26,690 INFO [train.py:927] (0/8) Epoch 7, batch 19800, giga_loss[loss=0.2276, simple_loss=0.3026, pruned_loss=0.07632, over 12413.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1, over 257.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2959, pruned_loss=0.05931, over 2478493.02 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06216, over 24650.00 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3103, pruned_loss=0.07936, over 2467437.66 frames. utt_duration=1200 frames, utt_pad_proportion=0.08017, over 8235.67 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.295, pruned_loss=0.05779, over 2479636.45 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06226, over 26089.84 utterances.], batch size: 257, lr: 4.66e-04
2022-08-24 10:49:22,132 INFO [train.py:927] (0/8) Epoch 7, batch 19850, giga_loss[loss=0.2166, simple_loss=0.3014, pruned_loss=0.06587, over 12451.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.056, over 182.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.06034, over 2478326.89 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06488, over 24713.42 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3108, pruned_loss=0.07937, over 2467471.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.07811, over 8188.23 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.296, pruned_loss=0.05849, over 2479549.34 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06532, over 26437.09 utterances.], batch size: 182, lr: 4.66e-04
2022-08-24 10:49:50,871 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-178000.pt
2022-08-24 10:51:22,889 INFO [train.py:927] (0/8) Epoch 7, batch 19900, giga_loss[loss=0.2223, simple_loss=0.2975, pruned_loss=0.07353, over 12456.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03481, over 98.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.06117, over 2477531.14 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06588, over 24224.57 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3107, pruned_loss=0.07933, over 2467298.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.07638, over 8145.02 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2953, pruned_loss=0.05922, over 2478947.52 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06656, over 26091.78 utterances.], batch size: 98, lr: 4.65e-04
2022-08-24 10:53:04,833 INFO [train.py:927] (0/8) Epoch 7, batch 19950, giga_loss[loss=0.2871, simple_loss=0.3682, pruned_loss=0.103, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3018, pruned_loss=0.06407, over 2476667.69 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0632, over 22874.29 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07908, over 2467323.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.07481, over 8107.25 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3007, pruned_loss=0.06227, over 2478038.95 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06436, over 24827.06 utterances.], batch size: 146, lr: 4.65e-04
2022-08-24 10:54:49,732 INFO [train.py:927] (0/8) Epoch 7, batch 20000, giga_loss[loss=0.2077, simple_loss=0.2856, pruned_loss=0.06485, over 12416.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.02764, over 51.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.0667, over 2476895.72 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06204, over 21958.17 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07907, over 2467528.84 frames. utt_duration=1215 frames, utt_pad_proportion=0.07446, over 8131.80 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3049, pruned_loss=0.06491, over 2478056.74 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06308, over 23887.22 utterances.], batch size: 51, lr: 4.65e-04
2022-08-24 10:56:31,681 INFO [train.py:927] (0/8) Epoch 7, batch 20050, giga_loss[loss=0.1717, simple_loss=0.2565, pruned_loss=0.04342, over 12405.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02825, over 58.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3007, pruned_loss=0.06541, over 2475858.97 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06224, over 20554.22 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3102, pruned_loss=0.07924, over 2467696.30 frames. utt_duration=1206 frames, utt_pad_proportion=0.07755, over 8193.93 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2997, pruned_loss=0.06364, over 2476734.97 frames. utt_duration=447.7 frames, utt_pad_proportion=0.06189, over 22193.44 utterances.], batch size: 58, lr: 4.65e-04
2022-08-24 10:58:15,004 INFO [train.py:927] (0/8) Epoch 7, batch 20100, giga_loss[loss=0.1821, simple_loss=0.257, pruned_loss=0.05356, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0318, over 39.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06353, over 2474858.94 frames. utt_duration=497.7 frames, utt_pad_proportion=0.0619, over 19946.27 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3102, pruned_loss=0.07939, over 2467360.75 frames. utt_duration=1207 frames, utt_pad_proportion=0.07625, over 8187.98 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2927, pruned_loss=0.0615, over 2476134.40 frames. utt_duration=458.7 frames, utt_pad_proportion=0.0619, over 21655.53 utterances.], batch size: 39, lr: 4.65e-04
2022-08-24 10:59:56,509 INFO [train.py:927] (0/8) Epoch 7, batch 20150, giga_loss[loss=0.1542, simple_loss=0.2436, pruned_loss=0.03237, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0321, over 75.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2876, pruned_loss=0.06168, over 2474632.37 frames. utt_duration=510 frames, utt_pad_proportion=0.06108, over 19462.77 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3097, pruned_loss=0.07907, over 2467577.18 frames. utt_duration=1215 frames, utt_pad_proportion=0.07399, over 8137.15 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2864, pruned_loss=0.05973, over 2475751.12 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06179, over 21326.18 utterances.], batch size: 75, lr: 4.65e-04
2022-08-24 11:01:39,851 INFO [train.py:927] (0/8) Epoch 7, batch 20200, giga_loss[loss=0.1818, simple_loss=0.27, pruned_loss=0.04682, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03384, over 51.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2837, pruned_loss=0.06079, over 2474828.56 frames. utt_duration=509 frames, utt_pad_proportion=0.06638, over 19501.73 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.31, pruned_loss=0.0794, over 2467867.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.0762, over 8185.59 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2819, pruned_loss=0.05851, over 2475620.40 frames. utt_duration=468.4 frames, utt_pad_proportion=0.06568, over 21205.83 utterances.], batch size: 51, lr: 4.65e-04
2022-08-24 11:03:22,751 INFO [train.py:927] (0/8) Epoch 7, batch 20250, giga_loss[loss=0.172, simple_loss=0.2469, pruned_loss=0.04855, over 12395.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07356, over 212.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2777, pruned_loss=0.05836, over 2473981.70 frames. utt_duration=512 frames, utt_pad_proportion=0.06845, over 19383.69 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3096, pruned_loss=0.07928, over 2467735.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.07496, over 8141.26 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.276, pruned_loss=0.05622, over 2474886.20 frames. utt_duration=472 frames, utt_pad_proportion=0.06813, over 21036.58 utterances.], batch size: 212, lr: 4.65e-04
2022-08-24 11:05:06,397 INFO [train.py:927] (0/8) Epoch 7, batch 20300, giga_loss[loss=0.1502, simple_loss=0.2428, pruned_loss=0.02877, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.275, pruned_loss=0.05741, over 2474092.64 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06675, over 19115.94 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3103, pruned_loss=0.07962, over 2467865.75 frames. utt_duration=1209 frames, utt_pad_proportion=0.0744, over 8174.12 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2719, pruned_loss=0.05464, over 2474939.66 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06672, over 20827.17 utterances.], batch size: 75, lr: 4.65e-04
2022-08-24 11:06:51,147 INFO [train.py:927] (0/8) Epoch 7, batch 20350, giga_loss[loss=0.1721, simple_loss=0.2474, pruned_loss=0.04837, over 12398.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.04144, over 123.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2701, pruned_loss=0.05511, over 2474044.47 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06195, over 18404.83 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3103, pruned_loss=0.07969, over 2467901.84 frames. utt_duration=1210 frames, utt_pad_proportion=0.07352, over 8166.57 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2671, pruned_loss=0.05256, over 2474758.57 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06254, over 19902.29 utterances.], batch size: 123, lr: 4.65e-04
2022-08-24 11:08:35,775 INFO [train.py:927] (0/8) Epoch 7, batch 20400, giga_loss[loss=0.1718, simple_loss=0.2534, pruned_loss=0.04506, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03156, over 85.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2659, pruned_loss=0.05343, over 2473875.98 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06684, over 18680.25 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07952, over 2467961.47 frames. utt_duration=1213 frames, utt_pad_proportion=0.07241, over 8145.47 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2629, pruned_loss=0.05108, over 2474510.90 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06729, over 20069.57 utterances.], batch size: 85, lr: 4.65e-04
2022-08-24 11:10:19,239 INFO [train.py:927] (0/8) Epoch 7, batch 20450, giga_loss[loss=0.2457, simple_loss=0.3358, pruned_loss=0.0778, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02911, over 91.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2753, pruned_loss=0.05811, over 2473284.18 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06301, over 18323.49 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.07954, over 2467816.79 frames. utt_duration=1216 frames, utt_pad_proportion=0.07131, over 8128.62 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2724, pruned_loss=0.05581, over 2474015.29 frames. utt_duration=506 frames, utt_pad_proportion=0.06396, over 19615.72 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 11:12:02,897 INFO [train.py:927] (0/8) Epoch 7, batch 20500, giga_loss[loss=0.2327, simple_loss=0.3203, pruned_loss=0.07252, over 12364.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03086, over 85.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.287, pruned_loss=0.06405, over 2474228.68 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06239, over 18816.89 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3097, pruned_loss=0.0795, over 2468014.77 frames. utt_duration=1221 frames, utt_pad_proportion=0.07032, over 8096.33 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2844, pruned_loss=0.06195, over 2474731.06 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06352, over 20070.65 utterances.], batch size: 85, lr: 4.65e-04
2022-08-24 11:13:49,436 INFO [train.py:927] (0/8) Epoch 7, batch 20550, giga_loss[loss=0.2208, simple_loss=0.3041, pruned_loss=0.0687, over 12188.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03238, over 36.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06492, over 2473762.35 frames. utt_duration=530.6 frames, utt_pad_proportion=0.0644, over 18702.34 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3097, pruned_loss=0.0794, over 2468157.77 frames. utt_duration=1224 frames, utt_pad_proportion=0.06955, over 8077.95 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06315, over 2474130.37 frames. utt_duration=500 frames, utt_pad_proportion=0.06544, over 19851.25 utterances.], batch size: 36, lr: 4.65e-04
2022-08-24 11:15:35,280 INFO [train.py:927] (0/8) Epoch 7, batch 20600, giga_loss[loss=0.3412, simple_loss=0.3794, pruned_loss=0.1515, over 12390.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2953, pruned_loss=0.06665, over 2474156.31 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06578, over 18951.28 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3095, pruned_loss=0.07938, over 2468425.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.06853, over 8052.65 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2933, pruned_loss=0.065, over 2474309.03 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06686, over 20072.37 utterances.], batch size: 259, lr: 4.65e-04
2022-08-24 11:17:17,077 INFO [train.py:927] (0/8) Epoch 7, batch 20650, giga_loss[loss=0.2102, simple_loss=0.3022, pruned_loss=0.05913, over 12385.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2992, pruned_loss=0.06873, over 2473879.38 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06828, over 18596.25 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3098, pruned_loss=0.07963, over 2468517.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.07153, over 8123.10 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2971, pruned_loss=0.06693, over 2474055.35 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06789, over 19667.04 utterances.], batch size: 97, lr: 4.64e-04
2022-08-24 11:18:59,612 INFO [train.py:927] (0/8) Epoch 7, batch 20700, giga_loss[loss=0.2218, simple_loss=0.3109, pruned_loss=0.06632, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07096, over 2474499.20 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07069, over 19026.93 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3093, pruned_loss=0.07939, over 2469029.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.07108, over 8114.42 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3026, pruned_loss=0.06952, over 2474313.88 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07041, over 20117.48 utterances.], batch size: 75, lr: 4.64e-04
2022-08-24 11:20:42,210 INFO [train.py:927] (0/8) Epoch 7, batch 20750, giga_loss[loss=0.2107, simple_loss=0.3145, pruned_loss=0.0535, over 12395.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0263, over 70.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3069, pruned_loss=0.07109, over 2473864.58 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06911, over 18121.39 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3096, pruned_loss=0.07948, over 2469229.89 frames. utt_duration=1211 frames, utt_pad_proportion=0.07409, over 8167.55 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3053, pruned_loss=0.06968, over 2473645.38 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06787, over 19179.84 utterances.], batch size: 70, lr: 4.64e-04
2022-08-24 11:22:26,057 INFO [train.py:927] (0/8) Epoch 7, batch 20800, libri_loss[loss=0.2236, simple_loss=0.3063, pruned_loss=0.07041, over 12481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01161, over 40.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3075, pruned_loss=0.07016, over 2474278.10 frames. utt_duration=580.8 frames, utt_pad_proportion=0.0673, over 17085.96 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07963, over 2469562.06 frames. utt_duration=1209 frames, utt_pad_proportion=0.07318, over 8178.05 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3059, pruned_loss=0.06866, over 2473928.21 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06669, over 18186.71 utterances.], batch size: 40, lr: 4.64e-04
2022-08-24 11:24:09,837 INFO [train.py:927] (0/8) Epoch 7, batch 20850, giga_loss[loss=0.2196, simple_loss=0.3123, pruned_loss=0.06344, over 12248.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03269, over 45.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3096, pruned_loss=0.07193, over 2474600.31 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06454, over 17295.16 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3105, pruned_loss=0.07984, over 2469718.86 frames. utt_duration=1202 frames, utt_pad_proportion=0.07551, over 8231.79 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3079, pruned_loss=0.07029, over 2474294.99 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06304, over 18369.82 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:25:54,033 INFO [train.py:927] (0/8) Epoch 7, batch 20900, giga_loss[loss=0.2273, simple_loss=0.3074, pruned_loss=0.07355, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02773, over 45.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3099, pruned_loss=0.07321, over 2474456.01 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06098, over 16586.22 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07967, over 2469307.67 frames. utt_duration=1197 frames, utt_pad_proportion=0.07783, over 8260.73 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3089, pruned_loss=0.07187, over 2474723.05 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05874, over 17652.78 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:27:37,973 INFO [train.py:927] (0/8) Epoch 7, batch 20950, giga_loss[loss=0.2393, simple_loss=0.324, pruned_loss=0.07725, over 12385.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04064, over 133.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3086, pruned_loss=0.07334, over 2473926.95 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06036, over 16564.76 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3098, pruned_loss=0.07975, over 2469321.94 frames. utt_duration=1203 frames, utt_pad_proportion=0.07583, over 8218.39 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.308, pruned_loss=0.07199, over 2474260.77 frames. utt_duration=560.4 frames, utt_pad_proportion=0.0592, over 17707.74 utterances.], batch size: 133, lr: 4.64e-04
2022-08-24 11:29:22,163 INFO [train.py:927] (0/8) Epoch 7, batch 21000, libri_loss[loss=0.2628, simple_loss=0.3453, pruned_loss=0.09014, over 12356.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03864, over 46.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3076, pruned_loss=0.0732, over 2473752.13 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05826, over 16030.65 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3101, pruned_loss=0.08, over 2469227.03 frames. utt_duration=1194 frames, utt_pad_proportion=0.07807, over 8285.38 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3067, pruned_loss=0.07157, over 2474309.81 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05605, over 17264.79 utterances.], batch size: 46, lr: 4.64e-04
2022-08-24 11:29:22,190 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (0/8) Epoch 7, validation: loss=0.1912, simple_loss=0.3071, pruned_loss=0.03764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 11:31:22,731 INFO [train.py:927] (0/8) Epoch 7, batch 21050, giga_loss[loss=0.1878, simple_loss=0.2675, pruned_loss=0.05407, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0469, over 31.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3062, pruned_loss=0.07254, over 2472923.82 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06162, over 16842.13 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3102, pruned_loss=0.0798, over 2468830.53 frames. utt_duration=1200 frames, utt_pad_proportion=0.07703, over 8241.98 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3054, pruned_loss=0.07131, over 2473778.03 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06005, over 18011.39 utterances.], batch size: 31, lr: 4.64e-04
2022-08-24 11:33:07,803 INFO [train.py:927] (0/8) Epoch 7, batch 21100, libri_loss[loss=0.1846, simple_loss=0.2562, pruned_loss=0.0565, over 12284.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009427, over 28.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3017, pruned_loss=0.07093, over 2472637.29 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06603, over 17781.48 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3096, pruned_loss=0.0796, over 2468376.91 frames. utt_duration=1208 frames, utt_pad_proportion=0.07546, over 8180.46 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3015, pruned_loss=0.06993, over 2473822.01 frames. utt_duration=522 frames, utt_pad_proportion=0.06505, over 19010.23 utterances.], batch size: 28, lr: 4.64e-04
2022-08-24 11:34:53,299 INFO [train.py:927] (0/8) Epoch 7, batch 21150, giga_loss[loss=0.1899, simple_loss=0.2817, pruned_loss=0.04907, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2976, pruned_loss=0.0689, over 2472740.68 frames. utt_duration=541 frames, utt_pad_proportion=0.0754, over 18332.05 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3096, pruned_loss=0.07958, over 2468445.21 frames. utt_duration=1198 frames, utt_pad_proportion=0.07827, over 8253.31 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2969, pruned_loss=0.06772, over 2473767.95 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07275, over 19618.72 utterances.], batch size: 91, lr: 4.64e-04
2022-08-24 11:36:37,239 INFO [train.py:927] (0/8) Epoch 7, batch 21200, giga_loss[loss=0.2159, simple_loss=0.2959, pruned_loss=0.06792, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02923, over 45.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2975, pruned_loss=0.06847, over 2472589.96 frames. utt_duration=526.7 frames, utt_pad_proportion=0.07468, over 18833.66 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3095, pruned_loss=0.07957, over 2468449.17 frames. utt_duration=1196 frames, utt_pad_proportion=0.07836, over 8264.66 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.297, pruned_loss=0.06745, over 2473440.38 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07264, over 19937.35 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:38:17,550 INFO [train.py:927] (0/8) Epoch 7, batch 21250, giga_loss[loss=0.2107, simple_loss=0.2879, pruned_loss=0.06681, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0303, over 80.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2952, pruned_loss=0.06829, over 2472375.37 frames. utt_duration=566.8 frames, utt_pad_proportion=0.07036, over 17495.09 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3095, pruned_loss=0.07964, over 2468767.24 frames. utt_duration=1203 frames, utt_pad_proportion=0.07605, over 8217.99 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.067, over 2472904.72 frames. utt_duration=528 frames, utt_pad_proportion=0.06974, over 18787.20 utterances.], batch size: 80, lr: 4.64e-04
2022-08-24 11:40:00,831 INFO [train.py:927] (0/8) Epoch 7, batch 21300, giga_loss[loss=0.2651, simple_loss=0.3277, pruned_loss=0.1013, over 12398.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2927, pruned_loss=0.06702, over 2472250.01 frames. utt_duration=575 frames, utt_pad_proportion=0.06706, over 17242.35 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3102, pruned_loss=0.07965, over 2468561.18 frames. utt_duration=1205 frames, utt_pad_proportion=0.07521, over 8201.77 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2911, pruned_loss=0.06583, over 2472912.25 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06705, over 18404.98 utterances.], batch size: 258, lr: 4.64e-04
2022-08-24 11:41:40,101 INFO [train.py:927] (0/8) Epoch 7, batch 21350, giga_loss[loss=0.1904, simple_loss=0.2587, pruned_loss=0.06107, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03213, over 43.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2899, pruned_loss=0.06637, over 2471985.34 frames. utt_duration=591.7 frames, utt_pad_proportion=0.0668, over 16752.78 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.31, pruned_loss=0.07983, over 2468515.75 frames. utt_duration=1201 frames, utt_pad_proportion=0.07781, over 8229.60 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2882, pruned_loss=0.06482, over 2472664.15 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06545, over 17946.46 utterances.], batch size: 43, lr: 4.64e-04
2022-08-24 11:43:25,228 INFO [train.py:927] (0/8) Epoch 7, batch 21400, giga_loss[loss=0.1957, simple_loss=0.2709, pruned_loss=0.06021, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03319, over 80.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2867, pruned_loss=0.06508, over 2471645.97 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06679, over 16442.70 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3103, pruned_loss=0.0801, over 2468427.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.08127, over 8301.85 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2848, pruned_loss=0.0634, over 2472285.49 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06396, over 17429.73 utterances.], batch size: 80, lr: 4.64e-04
2022-08-24 11:45:07,416 INFO [train.py:927] (0/8) Epoch 7, batch 21450, giga_loss[loss=0.1756, simple_loss=0.264, pruned_loss=0.04366, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.0251, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2845, pruned_loss=0.0641, over 2472071.42 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06725, over 16720.72 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3104, pruned_loss=0.08018, over 2468500.98 frames. utt_duration=1189 frames, utt_pad_proportion=0.08104, over 8318.43 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2825, pruned_loss=0.06242, over 2472573.76 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06494, over 17634.41 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 11:46:52,421 INFO [train.py:927] (0/8) Epoch 7, batch 21500, giga_loss[loss=0.2423, simple_loss=0.325, pruned_loss=0.0798, over 12404.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05584, over 162.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2863, pruned_loss=0.06513, over 2470858.78 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06236, over 16365.61 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3103, pruned_loss=0.08014, over 2467571.92 frames. utt_duration=1197 frames, utt_pad_proportion=0.07865, over 8256.75 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2838, pruned_loss=0.06325, over 2472187.03 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06154, over 17448.39 utterances.], batch size: 162, lr: 4.63e-04
2022-08-24 11:48:36,971 INFO [train.py:927] (0/8) Epoch 7, batch 21550, giga_loss[loss=0.2268, simple_loss=0.3077, pruned_loss=0.07292, over 12438.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03779, over 105.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2908, pruned_loss=0.06712, over 2471635.06 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05889, over 16267.11 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3112, pruned_loss=0.08028, over 2467705.46 frames. utt_duration=1200 frames, utt_pad_proportion=0.07744, over 8232.77 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2877, pruned_loss=0.06523, over 2472648.65 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05882, over 17298.47 utterances.], batch size: 105, lr: 4.63e-04
2022-08-24 11:50:18,577 INFO [train.py:927] (0/8) Epoch 7, batch 21600, giga_loss[loss=0.2116, simple_loss=0.3009, pruned_loss=0.06116, over 12423.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.02397, over 66.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2963, pruned_loss=0.06968, over 2471985.12 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06426, over 16849.70 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3109, pruned_loss=0.07995, over 2467785.80 frames. utt_duration=1206 frames, utt_pad_proportion=0.07572, over 8195.31 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2935, pruned_loss=0.06814, over 2472833.55 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06445, over 17923.72 utterances.], batch size: 66, lr: 4.63e-04
2022-08-24 11:52:03,113 INFO [train.py:927] (0/8) Epoch 7, batch 21650, giga_loss[loss=0.2512, simple_loss=0.3382, pruned_loss=0.08206, over 12447.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03634, over 133.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3028, pruned_loss=0.07219, over 2472560.07 frames. utt_duration=558 frames, utt_pad_proportion=0.06981, over 17772.03 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3111, pruned_loss=0.08015, over 2467963.91 frames. utt_duration=1192 frames, utt_pad_proportion=0.07997, over 8291.61 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3003, pruned_loss=0.07069, over 2473131.09 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06808, over 18659.34 utterances.], batch size: 133, lr: 4.63e-04
2022-08-24 11:53:44,746 INFO [train.py:927] (0/8) Epoch 7, batch 21700, giga_loss[loss=0.1954, simple_loss=0.2839, pruned_loss=0.05347, over 12405.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03622, over 105.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3051, pruned_loss=0.07317, over 2472721.91 frames. utt_duration=525.3 frames, utt_pad_proportion=0.07662, over 18883.85 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3105, pruned_loss=0.07993, over 2468110.59 frames. utt_duration=1199 frames, utt_pad_proportion=0.07824, over 8243.06 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3035, pruned_loss=0.07196, over 2473198.46 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07568, over 19972.73 utterances.], batch size: 105, lr: 4.63e-04
2022-08-24 11:55:26,558 INFO [train.py:927] (0/8) Epoch 7, batch 21750, giga_loss[loss=0.2415, simple_loss=0.3134, pruned_loss=0.08475, over 12223.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03103, over 45.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.304, pruned_loss=0.07148, over 2472706.76 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07785, over 19334.65 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3107, pruned_loss=0.07994, over 2467878.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.07708, over 8223.37 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3023, pruned_loss=0.07038, over 2473378.88 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07743, over 20402.70 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 11:57:10,629 INFO [train.py:927] (0/8) Epoch 7, batch 21800, giga_loss[loss=0.2287, simple_loss=0.3163, pruned_loss=0.07049, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05368, over 162.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3056, pruned_loss=0.07188, over 2472679.20 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07555, over 19300.92 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3108, pruned_loss=0.08, over 2468075.83 frames. utt_duration=1199 frames, utt_pad_proportion=0.07634, over 8246.74 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.304, pruned_loss=0.07076, over 2473145.87 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07554, over 20370.77 utterances.], batch size: 162, lr: 4.63e-04
2022-08-24 11:58:55,429 INFO [train.py:927] (0/8) Epoch 7, batch 21850, giga_loss[loss=0.2123, simple_loss=0.2995, pruned_loss=0.06257, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02661, over 66.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07305, over 2472076.42 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06956, over 17923.88 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3117, pruned_loss=0.08034, over 2467817.81 frames. utt_duration=1198 frames, utt_pad_proportion=0.07583, over 8251.17 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.306, pruned_loss=0.07167, over 2472785.12 frames. utt_duration=521.8 frames, utt_pad_proportion=0.07003, over 19011.28 utterances.], batch size: 66, lr: 4.63e-04
2022-08-24 11:59:23,425 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-180000.pt
2022-08-24 12:00:45,040 INFO [train.py:927] (0/8) Epoch 7, batch 21900, giga_loss[loss=0.2159, simple_loss=0.3011, pruned_loss=0.06532, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02611, over 48.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3093, pruned_loss=0.0745, over 2472063.15 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06998, over 18052.55 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3113, pruned_loss=0.08004, over 2467715.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07447, over 8220.26 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3079, pruned_loss=0.07351, over 2472788.00 frames. utt_duration=517.6 frames, utt_pad_proportion=0.07083, over 19165.74 utterances.], batch size: 48, lr: 4.63e-04
2022-08-24 12:02:26,008 INFO [train.py:927] (0/8) Epoch 7, batch 21950, giga_loss[loss=0.2342, simple_loss=0.3189, pruned_loss=0.07478, over 12357.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3097, pruned_loss=0.07527, over 2471627.92 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06807, over 17637.04 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3103, pruned_loss=0.07957, over 2467835.23 frames. utt_duration=1213 frames, utt_pad_proportion=0.07238, over 8150.73 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3094, pruned_loss=0.07472, over 2472267.70 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06958, over 18945.80 utterances.], batch size: 91, lr: 4.63e-04
2022-08-24 12:04:11,039 INFO [train.py:927] (0/8) Epoch 7, batch 22000, giga_loss[loss=0.2264, simple_loss=0.31, pruned_loss=0.07143, over 12443.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03457, over 86.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3107, pruned_loss=0.07497, over 2472572.86 frames. utt_duration=577.1 frames, utt_pad_proportion=0.0683, over 17181.83 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.0796, over 2467634.31 frames. utt_duration=1215 frames, utt_pad_proportion=0.07185, over 8134.25 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3106, pruned_loss=0.07447, over 2473281.98 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06973, over 18309.19 utterances.], batch size: 86, lr: 4.63e-04
2022-08-24 12:05:54,234 INFO [train.py:927] (0/8) Epoch 7, batch 22050, giga_loss[loss=0.2447, simple_loss=0.3232, pruned_loss=0.08312, over 12405.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.033, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3095, pruned_loss=0.07415, over 2471291.94 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06781, over 16815.21 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3095, pruned_loss=0.07935, over 2467267.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.07053, over 8094.35 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.31, pruned_loss=0.0738, over 2472343.10 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06951, over 18089.30 utterances.], batch size: 122, lr: 4.63e-04
2022-08-24 12:07:40,111 INFO [train.py:927] (0/8) Epoch 7, batch 22100, giga_loss[loss=0.2574, simple_loss=0.3284, pruned_loss=0.09316, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03021, over 91.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3086, pruned_loss=0.07409, over 2471695.94 frames. utt_duration=613.1 frames, utt_pad_proportion=0.06468, over 16164.19 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3094, pruned_loss=0.07947, over 2467362.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.07391, over 8142.75 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07359, over 2472529.30 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06458, over 17283.68 utterances.], batch size: 91, lr: 4.63e-04
2022-08-24 12:09:20,667 INFO [train.py:927] (0/8) Epoch 7, batch 22150, giga_loss[loss=0.2519, simple_loss=0.3293, pruned_loss=0.0872, over 12330.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03425, over 51.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.308, pruned_loss=0.0751, over 2471704.19 frames. utt_duration=636.6 frames, utt_pad_proportion=0.06496, over 15567.81 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3089, pruned_loss=0.07938, over 2467814.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.07286, over 8159.90 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07451, over 2472158.42 frames. utt_duration=588 frames, utt_pad_proportion=0.0651, over 16860.05 utterances.], batch size: 51, lr: 4.63e-04
2022-08-24 12:11:04,479 INFO [train.py:927] (0/8) Epoch 7, batch 22200, giga_loss[loss=0.2397, simple_loss=0.3273, pruned_loss=0.07606, over 12469.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.0748, over 2471833.35 frames. utt_duration=649.9 frames, utt_pad_proportion=0.06038, over 15249.18 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3086, pruned_loss=0.07925, over 2467744.86 frames. utt_duration=1215 frames, utt_pad_proportion=0.07207, over 8137.66 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07437, over 2472294.71 frames. utt_duration=605 frames, utt_pad_proportion=0.06109, over 16386.06 utterances.], batch size: 55, lr: 4.62e-04
2022-08-24 12:12:45,502 INFO [train.py:927] (0/8) Epoch 7, batch 22250, giga_loss[loss=0.2202, simple_loss=0.3088, pruned_loss=0.06582, over 12448.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3088, pruned_loss=0.07491, over 2472037.58 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05973, over 15298.58 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3086, pruned_loss=0.07928, over 2467588.76 frames. utt_duration=1220 frames, utt_pad_proportion=0.07073, over 8103.55 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3094, pruned_loss=0.07444, over 2472653.69 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06085, over 16404.99 utterances.], batch size: 75, lr: 4.62e-04
2022-08-24 12:14:30,169 INFO [train.py:927] (0/8) Epoch 7, batch 22300, giga_loss[loss=0.2236, simple_loss=0.2996, pruned_loss=0.07377, over 12354.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02968, over 91.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.0738, over 2472541.55 frames. utt_duration=643 frames, utt_pad_proportion=0.06242, over 15415.95 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.309, pruned_loss=0.0793, over 2467857.14 frames. utt_duration=1220 frames, utt_pad_proportion=0.06992, over 8104.02 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3067, pruned_loss=0.07336, over 2472845.13 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06349, over 16391.42 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:16:11,195 INFO [train.py:927] (0/8) Epoch 7, batch 22350, giga_loss[loss=0.216, simple_loss=0.2994, pruned_loss=0.06637, over 12283.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02661, over 54.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.305, pruned_loss=0.07294, over 2472208.92 frames. utt_duration=656.6 frames, utt_pad_proportion=0.06589, over 15095.39 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.31, pruned_loss=0.0798, over 2468351.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07245, over 8180.39 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3042, pruned_loss=0.07197, over 2472127.12 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06545, over 16006.53 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:17:53,556 INFO [train.py:927] (0/8) Epoch 7, batch 22400, giga_loss[loss=0.2014, simple_loss=0.2733, pruned_loss=0.06481, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03343, over 43.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3022, pruned_loss=0.07191, over 2473071.03 frames. utt_duration=637.2 frames, utt_pad_proportion=0.06332, over 15562.08 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3096, pruned_loss=0.07964, over 2468675.06 frames. utt_duration=1213 frames, utt_pad_proportion=0.07124, over 8151.11 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3018, pruned_loss=0.07113, over 2472820.79 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06359, over 16478.30 utterances.], batch size: 43, lr: 4.62e-04
2022-08-24 12:19:37,634 INFO [train.py:927] (0/8) Epoch 7, batch 22450, giga_loss[loss=0.2018, simple_loss=0.2744, pruned_loss=0.0646, over 12359.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2995, pruned_loss=0.07087, over 2472477.91 frames. utt_duration=628.6 frames, utt_pad_proportion=0.06332, over 15771.83 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3092, pruned_loss=0.07945, over 2468233.68 frames. utt_duration=1220 frames, utt_pad_proportion=0.06969, over 8104.84 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2992, pruned_loss=0.07011, over 2472806.02 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06403, over 16814.95 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:21:17,598 INFO [train.py:927] (0/8) Epoch 7, batch 22500, giga_loss[loss=0.1946, simple_loss=0.2787, pruned_loss=0.05522, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2979, pruned_loss=0.07029, over 2472041.62 frames. utt_duration=611 frames, utt_pad_proportion=0.06477, over 16222.31 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.309, pruned_loss=0.07951, over 2468084.70 frames. utt_duration=1211 frames, utt_pad_proportion=0.07254, over 8160.06 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2975, pruned_loss=0.06938, over 2472540.13 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06389, over 17208.36 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:22:59,725 INFO [train.py:927] (0/8) Epoch 7, batch 22550, giga_loss[loss=0.2055, simple_loss=0.3018, pruned_loss=0.05462, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.036, over 123.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2992, pruned_loss=0.07011, over 2472121.06 frames. utt_duration=589 frames, utt_pad_proportion=0.06249, over 16832.53 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3096, pruned_loss=0.08008, over 2467956.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.07112, over 8135.31 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2981, pruned_loss=0.06862, over 2472736.30 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06245, over 17840.03 utterances.], batch size: 123, lr: 4.62e-04
2022-08-24 12:24:42,116 INFO [train.py:927] (0/8) Epoch 7, batch 22600, giga_loss[loss=0.1797, simple_loss=0.2771, pruned_loss=0.04111, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3006, pruned_loss=0.07005, over 2472518.45 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06106, over 17363.21 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3096, pruned_loss=0.08011, over 2467496.85 frames. utt_duration=1218 frames, utt_pad_proportion=0.07032, over 8113.41 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2997, pruned_loss=0.06872, over 2473463.99 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06138, over 18300.41 utterances.], batch size: 75, lr: 4.62e-04
2022-08-24 12:26:23,192 INFO [train.py:927] (0/8) Epoch 7, batch 22650, giga_loss[loss=0.1804, simple_loss=0.2676, pruned_loss=0.04665, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2996, pruned_loss=0.06903, over 2473208.75 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06212, over 17730.61 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3093, pruned_loss=0.07994, over 2467700.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06876, over 8071.54 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2988, pruned_loss=0.06783, over 2473930.66 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06284, over 18784.16 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:28:07,731 INFO [train.py:927] (0/8) Epoch 7, batch 22700, giga_loss[loss=0.2699, simple_loss=0.3559, pruned_loss=0.09195, over 12435.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04443, over 134.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2987, pruned_loss=0.06888, over 2473064.30 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05818, over 17054.16 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3086, pruned_loss=0.07958, over 2467636.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.0673, over 8023.96 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2985, pruned_loss=0.06795, over 2473852.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.0595, over 18196.38 utterances.], batch size: 134, lr: 4.62e-04
2022-08-24 12:29:49,884 INFO [train.py:927] (0/8) Epoch 7, batch 22750, giga_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06146, over 12380.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2996, pruned_loss=0.06885, over 2473504.67 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05679, over 16855.20 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3086, pruned_loss=0.07955, over 2467635.26 frames. utt_duration=1227 frames, utt_pad_proportion=0.06738, over 8055.17 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2992, pruned_loss=0.06795, over 2474235.36 frames. utt_duration=554.7 frames, utt_pad_proportion=0.0578, over 17890.43 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:31:31,205 INFO [train.py:927] (0/8) Epoch 7, batch 22800, giga_loss[loss=0.2234, simple_loss=0.2918, pruned_loss=0.07752, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02817, over 45.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3027, pruned_loss=0.06976, over 2472855.65 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05873, over 16627.27 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3097, pruned_loss=0.07949, over 2467624.62 frames. utt_duration=1226 frames, utt_pad_proportion=0.06688, over 8059.24 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3013, pruned_loss=0.06883, over 2473624.51 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05956, over 17690.89 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:33:14,939 INFO [train.py:927] (0/8) Epoch 7, batch 22850, giga_loss[loss=0.3064, simple_loss=0.36, pruned_loss=0.1264, over 12400.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 259.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3042, pruned_loss=0.0706, over 2472938.96 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06105, over 16845.57 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07975, over 2467584.51 frames. utt_duration=1218 frames, utt_pad_proportion=0.0702, over 8111.28 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3027, pruned_loss=0.06946, over 2473665.85 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06001, over 17785.89 utterances.], batch size: 259, lr: 4.62e-04
2022-08-24 12:34:57,099 INFO [train.py:927] (0/8) Epoch 7, batch 22900, giga_loss[loss=0.2084, simple_loss=0.2977, pruned_loss=0.05957, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03332, over 86.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07044, over 2472929.73 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06099, over 16590.13 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.309, pruned_loss=0.07938, over 2467359.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06877, over 8050.33 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3028, pruned_loss=0.06957, over 2473905.43 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06068, over 17675.58 utterances.], batch size: 86, lr: 4.62e-04
2022-08-24 12:36:37,878 INFO [train.py:927] (0/8) Epoch 7, batch 22950, giga_loss[loss=0.1917, simple_loss=0.273, pruned_loss=0.05523, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0284, over 45.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3007, pruned_loss=0.06959, over 2473537.50 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06091, over 16991.83 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3091, pruned_loss=0.07945, over 2467491.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06847, over 8049.08 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3002, pruned_loss=0.06882, over 2474216.55 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06076, over 17877.73 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:38:20,874 INFO [train.py:927] (0/8) Epoch 7, batch 23000, libri_loss[loss=0.2257, simple_loss=0.3002, pruned_loss=0.07566, over 12477.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006975, over 37.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2993, pruned_loss=0.06799, over 2473474.22 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06027, over 16743.53 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3087, pruned_loss=0.07922, over 2467558.34 frames. utt_duration=1235 frames, utt_pad_proportion=0.06669, over 8001.11 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06725, over 2474116.79 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06079, over 17774.48 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:40:03,197 INFO [train.py:927] (0/8) Epoch 7, batch 23050, giga_loss[loss=0.232, simple_loss=0.3094, pruned_loss=0.0773, over 12442.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03175, over 80.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3005, pruned_loss=0.06858, over 2473740.41 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06044, over 17095.21 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3084, pruned_loss=0.07905, over 2467624.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06519, over 7967.45 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3003, pruned_loss=0.06784, over 2474368.87 frames. utt_duration=545.3 frames, utt_pad_proportion=0.0614, over 18201.40 utterances.], batch size: 80, lr: 4.61e-04
2022-08-24 12:41:43,445 INFO [train.py:927] (0/8) Epoch 7, batch 23100, giga_loss[loss=0.2108, simple_loss=0.2925, pruned_loss=0.06453, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2982, pruned_loss=0.06776, over 2473643.47 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05587, over 16458.61 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3085, pruned_loss=0.07904, over 2467099.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.0639, over 7945.49 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2978, pruned_loss=0.06695, over 2474751.12 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05739, over 17562.90 utterances.], batch size: 97, lr: 4.61e-04
2022-08-24 12:43:20,717 INFO [train.py:927] (0/8) Epoch 7, batch 23150, giga_loss[loss=0.1896, simple_loss=0.2679, pruned_loss=0.0557, over 12339.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2966, pruned_loss=0.06797, over 2473903.18 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05964, over 17245.79 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3079, pruned_loss=0.0787, over 2467318.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.0622, over 7906.96 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2964, pruned_loss=0.06728, over 2474797.23 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06114, over 18437.25 utterances.], batch size: 51, lr: 4.61e-04
2022-08-24 12:45:04,781 INFO [train.py:927] (0/8) Epoch 7, batch 23200, giga_loss[loss=0.1897, simple_loss=0.2633, pruned_loss=0.05804, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03436, over 37.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2946, pruned_loss=0.06738, over 2474012.92 frames. utt_duration=558 frames, utt_pad_proportion=0.06028, over 17783.09 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3079, pruned_loss=0.0787, over 2467318.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.0622, over 7906.96 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2945, pruned_loss=0.06684, over 2474708.77 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06139, over 18710.42 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:46:46,032 INFO [train.py:927] (0/8) Epoch 7, batch 23250, giga_loss[loss=0.1908, simple_loss=0.2705, pruned_loss=0.05552, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03485, over 105.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2919, pruned_loss=0.06635, over 2474422.92 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06144, over 17449.36 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3084, pruned_loss=0.07893, over 2467790.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06558, over 7964.31 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2908, pruned_loss=0.06528, over 2474748.61 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06078, over 18456.35 utterances.], batch size: 105, lr: 4.61e-04
2022-08-24 12:48:24,533 INFO [train.py:927] (0/8) Epoch 7, batch 23300, giga_loss[loss=0.24, simple_loss=0.3195, pruned_loss=0.08031, over 12402.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2925, pruned_loss=0.06634, over 2474512.97 frames. utt_duration=563 frames, utt_pad_proportion=0.06181, over 17628.44 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3089, pruned_loss=0.0791, over 2467629.65 frames. utt_duration=1240 frames, utt_pad_proportion=0.06544, over 7973.04 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2908, pruned_loss=0.06513, over 2475022.52 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06127, over 18584.53 utterances.], batch size: 133, lr: 4.61e-04
2022-08-24 12:50:05,552 INFO [train.py:927] (0/8) Epoch 7, batch 23350, giga_loss[loss=0.2324, simple_loss=0.3193, pruned_loss=0.07274, over 12366.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03933, over 113.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2947, pruned_loss=0.06707, over 2474195.92 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06053, over 17866.36 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3087, pruned_loss=0.07899, over 2467385.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06494, over 7970.84 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06591, over 2474979.59 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06033, over 18859.25 utterances.], batch size: 113, lr: 4.61e-04
2022-08-24 12:51:46,897 INFO [train.py:927] (0/8) Epoch 7, batch 23400, giga_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05799, over 12406.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03476, over 75.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2975, pruned_loss=0.06787, over 2474715.77 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05707, over 17586.30 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3086, pruned_loss=0.0789, over 2467374.87 frames. utt_duration=1239 frames, utt_pad_proportion=0.06476, over 7974.18 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2963, pruned_loss=0.06693, over 2475387.99 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05711, over 18448.72 utterances.], batch size: 75, lr: 4.61e-04
2022-08-24 12:53:33,057 INFO [train.py:927] (0/8) Epoch 7, batch 23450, giga_loss[loss=0.2519, simple_loss=0.3301, pruned_loss=0.08691, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02839, over 54.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3012, pruned_loss=0.07047, over 2474087.07 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06175, over 17935.64 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3082, pruned_loss=0.07859, over 2467322.85 frames. utt_duration=1243 frames, utt_pad_proportion=0.06389, over 7948.91 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3004, pruned_loss=0.0698, over 2474782.69 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06184, over 18808.17 utterances.], batch size: 54, lr: 4.61e-04
2022-08-24 12:55:16,925 INFO [train.py:927] (0/8) Epoch 7, batch 23500, giga_loss[loss=0.2511, simple_loss=0.3282, pruned_loss=0.08699, over 12464.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3093, pruned_loss=0.07604, over 2474126.08 frames. utt_duration=519 frames, utt_pad_proportion=0.06739, over 19123.22 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.0786, over 2467389.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.06364, over 7943.17 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3088, pruned_loss=0.07548, over 2474643.91 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06733, over 19850.72 utterances.], batch size: 75, lr: 4.61e-04
2022-08-24 12:57:01,864 INFO [train.py:927] (0/8) Epoch 7, batch 23550, giga_loss[loss=0.2739, simple_loss=0.3469, pruned_loss=0.1005, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03634, over 37.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08154, over 2473900.68 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06306, over 18665.49 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.308, pruned_loss=0.07837, over 2467089.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.06295, over 7913.69 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3164, pruned_loss=0.08133, over 2474736.45 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06345, over 19526.13 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:58:47,585 INFO [train.py:927] (0/8) Epoch 7, batch 23600, giga_loss[loss=0.3567, simple_loss=0.3898, pruned_loss=0.1618, over 12356.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.08705, over 2473445.02 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07408, over 20161.50 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07803, over 2467089.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.06186, over 7881.22 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08729, over 2474252.71 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07435, over 21129.24 utterances.], batch size: 371, lr: 4.61e-04
2022-08-24 13:00:34,241 INFO [train.py:927] (0/8) Epoch 7, batch 23650, libri_loss[loss=0.2021, simple_loss=0.277, pruned_loss=0.0636, over 12187.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008354, over 30.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3273, pruned_loss=0.09124, over 2472971.29 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07569, over 20621.10 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.07778, over 2466641.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.0605, over 7848.12 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3287, pruned_loss=0.09203, over 2474227.79 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07647, over 21798.19 utterances.], batch size: 30, lr: 4.61e-04
2022-08-24 13:02:20,721 INFO [train.py:927] (0/8) Epoch 7, batch 23700, giga_loss[loss=0.2532, simple_loss=0.337, pruned_loss=0.08473, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3336, pruned_loss=0.09672, over 2473709.02 frames. utt_duration=457 frames, utt_pad_proportion=0.07978, over 21721.73 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3072, pruned_loss=0.07778, over 2466915.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05988, over 7850.33 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.09757, over 2474548.41 frames. utt_duration=435 frames, utt_pad_proportion=0.08044, over 22828.92 utterances.], batch size: 62, lr: 4.61e-04
2022-08-24 13:04:04,709 INFO [train.py:927] (0/8) Epoch 7, batch 23750, giga_loss[loss=0.2865, simple_loss=0.3536, pruned_loss=0.1097, over 12422.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.02422, over 70.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3336, pruned_loss=0.09737, over 2473891.26 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08171, over 21804.85 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07756, over 2466589.60 frames. utt_duration=1257 frames, utt_pad_proportion=0.06006, over 7860.35 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3353, pruned_loss=0.09851, over 2474941.47 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08224, over 22859.55 utterances.], batch size: 70, lr: 4.61e-04
2022-08-24 13:05:50,592 INFO [train.py:927] (0/8) Epoch 7, batch 23800, giga_loss[loss=0.3372, simple_loss=0.3935, pruned_loss=0.1405, over 12410.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05561, over 162.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3345, pruned_loss=0.09651, over 2473890.94 frames. utt_duration=454 frames, utt_pad_proportion=0.07674, over 21868.33 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07757, over 2466612.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05962, over 7849.80 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3359, pruned_loss=0.09755, over 2474752.30 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07755, over 22824.74 utterances.], batch size: 162, lr: 4.60e-04
2022-08-24 13:07:32,216 INFO [train.py:927] (0/8) Epoch 7, batch 23850, giga_loss[loss=0.2479, simple_loss=0.3192, pruned_loss=0.08834, over 12335.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.0478, over 31.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3343, pruned_loss=0.09635, over 2474045.15 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07617, over 21327.62 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07771, over 2467197.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.0574, over 7823.86 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3369, pruned_loss=0.09805, over 2474579.49 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07783, over 22837.73 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:08:04,076 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-182000.pt
2022-08-24 13:09:26,564 INFO [train.py:927] (0/8) Epoch 7, batch 23900, libri_loss[loss=0.1886, simple_loss=0.2742, pruned_loss=0.05156, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00732, over 31.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3334, pruned_loss=0.0951, over 2473649.26 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07563, over 22217.71 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07744, over 2467263.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05672, over 7794.60 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3363, pruned_loss=0.09708, over 2474138.57 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07725, over 23737.32 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:11:10,984 INFO [train.py:927] (0/8) Epoch 7, batch 23950, giga_loss[loss=0.2343, simple_loss=0.3115, pruned_loss=0.07853, over 12365.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04268, over 133.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3311, pruned_loss=0.09247, over 2473978.41 frames. utt_duration=454 frames, utt_pad_proportion=0.07283, over 21867.82 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3069, pruned_loss=0.07765, over 2467438.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.05578, over 7797.72 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3337, pruned_loss=0.09422, over 2474355.39 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07472, over 23397.93 utterances.], batch size: 133, lr: 4.60e-04
2022-08-24 13:12:55,491 INFO [train.py:927] (0/8) Epoch 7, batch 24000, giga_loss[loss=0.2803, simple_loss=0.3434, pruned_loss=0.1086, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02649, over 45.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3303, pruned_loss=0.09226, over 2474370.86 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07612, over 22342.17 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07769, over 2467606.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.06019, over 7863.97 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3327, pruned_loss=0.09381, over 2474616.03 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07638, over 23690.61 utterances.], batch size: 45, lr: 4.60e-04
2022-08-24 13:12:55,499 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (0/8) 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 13:15:02,311 INFO [train.py:927] (0/8) Epoch 7, batch 24050, giga_loss[loss=0.264, simple_loss=0.3226, pruned_loss=0.1027, over 12355.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.328, pruned_loss=0.09074, over 2473561.00 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08052, over 21949.07 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3068, pruned_loss=0.07734, over 2467575.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05996, over 7870.03 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3307, pruned_loss=0.09261, over 2473916.63 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08072, over 23335.17 utterances.], batch size: 369, lr: 4.60e-04
2022-08-24 13:16:52,012 INFO [train.py:927] (0/8) Epoch 7, batch 24100, giga_loss[loss=0.2515, simple_loss=0.3364, pruned_loss=0.08327, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3277, pruned_loss=0.08873, over 2474041.60 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07578, over 21451.74 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3065, pruned_loss=0.07727, over 2467717.97 frames. utt_duration=1259 frames, utt_pad_proportion=0.05929, over 7852.10 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3303, pruned_loss=0.09042, over 2474281.92 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07647, over 22736.39 utterances.], batch size: 133, lr: 4.60e-04
2022-08-24 13:18:38,234 INFO [train.py:927] (0/8) Epoch 7, batch 24150, giga_loss[loss=0.2646, simple_loss=0.3227, pruned_loss=0.1033, over 12347.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2073, over 370.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3284, pruned_loss=0.08908, over 2473697.60 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07782, over 21568.32 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3065, pruned_loss=0.07722, over 2467244.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05847, over 7835.76 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3309, pruned_loss=0.09075, over 2474467.59 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0786, over 22904.08 utterances.], batch size: 370, lr: 4.60e-04
2022-08-24 13:20:22,424 INFO [train.py:927] (0/8) Epoch 7, batch 24200, giga_loss[loss=0.2443, simple_loss=0.3225, pruned_loss=0.08303, over 12373.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02832, over 70.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3264, pruned_loss=0.08851, over 2473775.31 frames. utt_duration=462 frames, utt_pad_proportion=0.08111, over 21485.24 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07696, over 2467333.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.0575, over 7831.64 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3293, pruned_loss=0.0904, over 2474504.66 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08209, over 22929.29 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:22:08,152 INFO [train.py:927] (0/8) Epoch 7, batch 24250, giga_loss[loss=0.2243, simple_loss=0.311, pruned_loss=0.06875, over 12364.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.08752, over 2474343.25 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08171, over 21086.20 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3063, pruned_loss=0.07712, over 2467541.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.061, over 7891.52 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3273, pruned_loss=0.08919, over 2474923.76 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08169, over 22559.95 utterances.], batch size: 66, lr: 4.60e-04
2022-08-24 13:23:57,029 INFO [train.py:927] (0/8) Epoch 7, batch 24300, giga_loss[loss=0.2676, simple_loss=0.3431, pruned_loss=0.09608, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03494, over 80.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3243, pruned_loss=0.08629, over 2474747.33 frames. utt_duration=474.5 frames, utt_pad_proportion=0.08094, over 20923.07 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07696, over 2467759.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.06035, over 7876.16 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3267, pruned_loss=0.08789, over 2475109.92 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08124, over 22276.75 utterances.], batch size: 80, lr: 4.60e-04
2022-08-24 13:25:43,831 INFO [train.py:927] (0/8) Epoch 7, batch 24350, giga_loss[loss=0.29, simple_loss=0.3333, pruned_loss=0.1234, over 12343.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3225, pruned_loss=0.08585, over 2474070.24 frames. utt_duration=472.1 frames, utt_pad_proportion=0.08336, over 21025.63 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3057, pruned_loss=0.07674, over 2467229.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05914, over 7845.72 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3257, pruned_loss=0.08772, over 2475160.07 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08409, over 22726.36 utterances.], batch size: 363, lr: 4.60e-04
2022-08-24 13:27:27,792 INFO [train.py:927] (0/8) Epoch 7, batch 24400, giga_loss[loss=0.2865, simple_loss=0.3408, pruned_loss=0.1161, over 12387.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.0847, over 2473795.20 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07614, over 19921.81 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3057, pruned_loss=0.07674, over 2467276.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05775, over 7830.62 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3234, pruned_loss=0.08645, over 2474786.00 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07791, over 21643.98 utterances.], batch size: 85, lr: 4.60e-04
2022-08-24 13:29:14,816 INFO [train.py:927] (0/8) Epoch 7, batch 24450, giga_loss[loss=0.1981, simple_loss=0.2823, pruned_loss=0.05698, over 12348.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02609, over 66.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.08548, over 2474484.87 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07482, over 20289.30 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07693, over 2467484.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.05722, over 7844.78 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3228, pruned_loss=0.08685, over 2475217.63 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07662, over 21873.82 utterances.], batch size: 66, lr: 4.60e-04
2022-08-24 13:31:01,716 INFO [train.py:927] (0/8) Epoch 7, batch 24500, giga_loss[loss=0.2616, simple_loss=0.3321, pruned_loss=0.09557, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03145, over 45.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3206, pruned_loss=0.08661, over 2473538.06 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07541, over 20405.98 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3065, pruned_loss=0.07715, over 2467100.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05576, over 7828.26 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3226, pruned_loss=0.08782, over 2474726.91 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07748, over 22103.37 utterances.], batch size: 45, lr: 4.60e-04
2022-08-24 13:32:44,127 INFO [train.py:927] (0/8) Epoch 7, batch 24550, giga_loss[loss=0.2408, simple_loss=0.3132, pruned_loss=0.08422, over 12389.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02699, over 91.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3195, pruned_loss=0.08521, over 2473489.25 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06922, over 19383.97 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07685, over 2466787.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05495, over 7800.92 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3217, pruned_loss=0.08661, over 2474809.52 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07175, over 20970.32 utterances.], batch size: 91, lr: 4.60e-04
2022-08-24 13:34:29,591 INFO [train.py:927] (0/8) Epoch 7, batch 24600, giga_loss[loss=0.2308, simple_loss=0.3202, pruned_loss=0.07066, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08448, over 2473722.14 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06978, over 19721.86 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3059, pruned_loss=0.07673, over 2466766.27 frames. utt_duration=1267 frames, utt_pad_proportion=0.05455, over 7795.94 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08574, over 2474834.00 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0719, over 21075.05 utterances.], batch size: 91, lr: 4.59e-04
2022-08-24 13:36:14,462 INFO [train.py:927] (0/8) Epoch 7, batch 24650, giga_loss[loss=0.2414, simple_loss=0.3139, pruned_loss=0.08449, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03787, over 40.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3212, pruned_loss=0.08619, over 2472997.18 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07183, over 20155.77 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3062, pruned_loss=0.07699, over 2466105.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05855, over 7829.02 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.323, pruned_loss=0.08723, over 2474719.75 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07218, over 21603.08 utterances.], batch size: 40, lr: 4.59e-04
2022-08-24 13:37:58,968 INFO [train.py:927] (0/8) Epoch 7, batch 24700, giga_loss[loss=0.238, simple_loss=0.3173, pruned_loss=0.07935, over 12322.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02846, over 74.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3231, pruned_loss=0.08886, over 2473272.59 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07463, over 20919.32 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07699, over 2466179.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05752, over 7804.58 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3248, pruned_loss=0.08992, over 2474746.78 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07517, over 22381.06 utterances.], batch size: 74, lr: 4.59e-04
2022-08-24 13:39:43,534 INFO [train.py:927] (0/8) Epoch 7, batch 24750, giga_loss[loss=0.2423, simple_loss=0.3143, pruned_loss=0.08517, over 12434.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03625, over 123.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3226, pruned_loss=0.08851, over 2474116.86 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0709, over 20831.07 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3062, pruned_loss=0.07697, over 2466214.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.05707, over 7794.54 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.08947, over 2475320.67 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07171, over 22107.43 utterances.], batch size: 123, lr: 4.59e-04
2022-08-24 13:41:27,882 INFO [train.py:927] (0/8) Epoch 7, batch 24800, giga_loss[loss=0.2147, simple_loss=0.3012, pruned_loss=0.06411, over 12386.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.08719, over 2473746.15 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07045, over 20845.66 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07698, over 2466075.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05643, over 7791.65 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3231, pruned_loss=0.08809, over 2474910.23 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07141, over 22029.16 utterances.], batch size: 70, lr: 4.59e-04
2022-08-24 13:43:16,282 INFO [train.py:927] (0/8) Epoch 7, batch 24850, giga_loss[loss=0.2042, simple_loss=0.2829, pruned_loss=0.06282, over 12411.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.0288, over 62.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08607, over 2474212.39 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06774, over 20536.61 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3071, pruned_loss=0.07716, over 2466011.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.05564, over 7774.85 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3214, pruned_loss=0.08681, over 2475352.97 frames. utt_duration=457.4 frames, utt_pad_proportion=0.06897, over 21719.21 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 13:45:00,668 INFO [train.py:927] (0/8) Epoch 7, batch 24900, libri_loss[loss=0.2013, simple_loss=0.2733, pruned_loss=0.06464, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.0087, over 29.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3189, pruned_loss=0.08518, over 2474845.61 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06692, over 20052.51 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3068, pruned_loss=0.07684, over 2466050.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.0549, over 7741.59 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.32, pruned_loss=0.08619, over 2475829.32 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06826, over 21242.82 utterances.], batch size: 29, lr: 4.59e-04
2022-08-24 13:46:46,046 INFO [train.py:927] (0/8) Epoch 7, batch 24950, giga_loss[loss=0.2458, simple_loss=0.3416, pruned_loss=0.07504, over 12252.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02871, over 54.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08595, over 2474868.15 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06979, over 19923.99 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07687, over 2466055.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.05329, over 7727.14 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3228, pruned_loss=0.08704, over 2475960.23 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07139, over 21327.90 utterances.], batch size: 54, lr: 4.59e-04
2022-08-24 13:48:31,475 INFO [train.py:927] (0/8) Epoch 7, batch 25000, giga_loss[loss=0.2726, simple_loss=0.3408, pruned_loss=0.1022, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3254, pruned_loss=0.08755, over 2475062.04 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06974, over 20636.43 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3067, pruned_loss=0.07686, over 2466288.09 frames. utt_duration=1279 frames, utt_pad_proportion=0.05286, over 7723.87 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3266, pruned_loss=0.08849, over 2475796.99 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07113, over 21846.90 utterances.], batch size: 97, lr: 4.59e-04
2022-08-24 13:50:14,600 INFO [train.py:927] (0/8) Epoch 7, batch 25050, giga_loss[loss=0.282, simple_loss=0.354, pruned_loss=0.105, over 12436.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03707, over 133.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3259, pruned_loss=0.0886, over 2474992.67 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07472, over 20724.18 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3064, pruned_loss=0.07687, over 2466610.36 frames. utt_duration=1287 frames, utt_pad_proportion=0.0514, over 7673.69 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3278, pruned_loss=0.08975, over 2475589.70 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0761, over 22193.51 utterances.], batch size: 133, lr: 4.59e-04
2022-08-24 13:52:00,526 INFO [train.py:927] (0/8) Epoch 7, batch 25100, giga_loss[loss=0.1923, simple_loss=0.2706, pruned_loss=0.05697, over 12361.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04781, over 26.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3243, pruned_loss=0.08841, over 2474216.16 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06843, over 19958.59 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3062, pruned_loss=0.07679, over 2466232.96 frames. utt_duration=1294 frames, utt_pad_proportion=0.05059, over 7629.92 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3266, pruned_loss=0.08976, over 2475288.10 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07043, over 21573.35 utterances.], batch size: 26, lr: 4.59e-04
2022-08-24 13:53:45,079 INFO [train.py:927] (0/8) Epoch 7, batch 25150, giga_loss[loss=0.2302, simple_loss=0.3063, pruned_loss=0.07711, over 12446.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03511, over 123.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3221, pruned_loss=0.08784, over 2473698.80 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0663, over 19483.05 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07692, over 2466304.18 frames. utt_duration=1292 frames, utt_pad_proportion=0.05078, over 7642.46 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3241, pruned_loss=0.08899, over 2474630.95 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06811, over 20965.85 utterances.], batch size: 123, lr: 4.59e-04
2022-08-24 13:55:32,385 INFO [train.py:927] (0/8) Epoch 7, batch 25200, giga_loss[loss=0.2363, simple_loss=0.3173, pruned_loss=0.07763, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03736, over 105.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3227, pruned_loss=0.08827, over 2474089.27 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06415, over 19787.68 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3063, pruned_loss=0.07686, over 2466360.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.05001, over 7621.74 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3246, pruned_loss=0.08943, over 2474939.61 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06603, over 21195.07 utterances.], batch size: 105, lr: 4.59e-04
2022-08-24 13:57:15,445 INFO [train.py:927] (0/8) Epoch 7, batch 25250, giga_loss[loss=0.25, simple_loss=0.3299, pruned_loss=0.08504, over 12432.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03606, over 98.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3208, pruned_loss=0.087, over 2474421.00 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06066, over 19138.69 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3056, pruned_loss=0.07646, over 2466060.12 frames. utt_duration=1303 frames, utt_pad_proportion=0.04869, over 7577.67 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3234, pruned_loss=0.08866, over 2475645.42 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06302, over 20731.09 utterances.], batch size: 98, lr: 4.59e-04
2022-08-24 13:59:00,097 INFO [train.py:927] (0/8) Epoch 7, batch 25300, giga_loss[loss=0.2231, simple_loss=0.307, pruned_loss=0.06954, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.321, pruned_loss=0.08692, over 2474293.26 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06708, over 19879.20 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3049, pruned_loss=0.07611, over 2466093.17 frames. utt_duration=1309 frames, utt_pad_proportion=0.04806, over 7545.38 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.08877, over 2475382.62 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0688, over 21402.31 utterances.], batch size: 75, lr: 4.59e-04
2022-08-24 14:00:45,136 INFO [train.py:927] (0/8) Epoch 7, batch 25350, giga_loss[loss=0.2481, simple_loss=0.3195, pruned_loss=0.08833, over 12417.00 frames. utt_duration=405 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3238, pruned_loss=0.08841, over 2475030.82 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06785, over 20203.60 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3064, pruned_loss=0.07655, over 2466389.91 frames. utt_duration=1311 frames, utt_pad_proportion=0.04705, over 7533.11 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.0898, over 2475866.71 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06969, over 21785.24 utterances.], batch size: 123, lr: 4.59e-04
2022-08-24 14:02:30,194 INFO [train.py:927] (0/8) Epoch 7, batch 25400, giga_loss[loss=0.2564, simple_loss=0.3387, pruned_loss=0.0871, over 12387.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04484, over 146.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3245, pruned_loss=0.08627, over 2475288.22 frames. utt_duration=499.7 frames, utt_pad_proportion=0.0684, over 19873.54 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07663, over 2466420.73 frames. utt_duration=1298 frames, utt_pad_proportion=0.05164, over 7609.70 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3255, pruned_loss=0.08746, over 2476043.82 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06864, over 21222.86 utterances.], batch size: 146, lr: 4.58e-04
2022-08-24 14:04:14,926 INFO [train.py:927] (0/8) Epoch 7, batch 25450, giga_loss[loss=0.4011, simple_loss=0.4249, pruned_loss=0.1886, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3266, pruned_loss=0.08725, over 2474825.88 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06904, over 20055.87 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3066, pruned_loss=0.07667, over 2465888.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.05106, over 7582.73 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3281, pruned_loss=0.08833, over 2476071.62 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06949, over 21379.66 utterances.], batch size: 259, lr: 4.58e-04
2022-08-24 14:05:58,325 INFO [train.py:927] (0/8) Epoch 7, batch 25500, giga_loss[loss=0.2662, simple_loss=0.335, pruned_loss=0.09875, over 12385.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3272, pruned_loss=0.0887, over 2474854.17 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06839, over 19901.37 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3063, pruned_loss=0.0767, over 2466100.92 frames. utt_duration=1306 frames, utt_pad_proportion=0.04974, over 7563.64 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3292, pruned_loss=0.08988, over 2475940.82 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06935, over 21373.47 utterances.], batch size: 70, lr: 4.58e-04
2022-08-24 14:07:43,865 INFO [train.py:927] (0/8) Epoch 7, batch 25550, giga_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06326, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02624, over 48.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3278, pruned_loss=0.08929, over 2474594.16 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07181, over 20235.83 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3064, pruned_loss=0.07676, over 2466480.52 frames. utt_duration=1306 frames, utt_pad_proportion=0.04916, over 7561.24 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3296, pruned_loss=0.09034, over 2475224.59 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07263, over 21563.83 utterances.], batch size: 48, lr: 4.58e-04
2022-08-24 14:09:29,533 INFO [train.py:927] (0/8) Epoch 7, batch 25600, giga_loss[loss=0.2568, simple_loss=0.3354, pruned_loss=0.08909, over 12419.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03896, over 105.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3284, pruned_loss=0.0878, over 2473381.01 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0685, over 19637.99 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3072, pruned_loss=0.07701, over 2466554.78 frames. utt_duration=1307 frames, utt_pad_proportion=0.04855, over 7557.04 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3295, pruned_loss=0.08861, over 2473931.35 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06968, over 20917.97 utterances.], batch size: 105, lr: 4.58e-04
2022-08-24 14:11:15,192 INFO [train.py:927] (0/8) Epoch 7, batch 25650, giga_loss[loss=0.258, simple_loss=0.3291, pruned_loss=0.09346, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3299, pruned_loss=0.08903, over 2473980.86 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06779, over 20019.34 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3079, pruned_loss=0.07716, over 2466537.82 frames. utt_duration=1311 frames, utt_pad_proportion=0.04765, over 7533.30 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3306, pruned_loss=0.08981, over 2474605.54 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06913, over 21333.47 utterances.], batch size: 97, lr: 4.58e-04
2022-08-24 14:12:58,592 INFO [train.py:927] (0/8) Epoch 7, batch 25700, giga_loss[loss=0.2448, simple_loss=0.3057, pruned_loss=0.0919, over 12322.00 frames. utt_duration=131.5 frames, utt_pad_proportion=0.2263, over 379.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3295, pruned_loss=0.09004, over 2473945.86 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07915, over 21384.98 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3081, pruned_loss=0.07741, over 2466442.41 frames. utt_duration=1295 frames, utt_pad_proportion=0.05171, over 7625.24 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3308, pruned_loss=0.09094, over 2474829.64 frames. utt_duration=434.1 frames, utt_pad_proportion=0.0787, over 22881.93 utterances.], batch size: 379, lr: 4.58e-04
2022-08-24 14:14:48,034 INFO [train.py:927] (0/8) Epoch 7, batch 25750, giga_loss[loss=0.2239, simple_loss=0.3043, pruned_loss=0.07172, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03429, over 40.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3264, pruned_loss=0.08867, over 2474032.33 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0773, over 20887.67 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3078, pruned_loss=0.07715, over 2466495.44 frames. utt_duration=1298 frames, utt_pad_proportion=0.05068, over 7611.77 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3282, pruned_loss=0.08992, over 2474872.96 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07756, over 22413.91 utterances.], batch size: 40, lr: 4.58e-04
2022-08-24 14:16:30,876 INFO [train.py:927] (0/8) Epoch 7, batch 25800, giga_loss[loss=0.2377, simple_loss=0.3155, pruned_loss=0.0799, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03037, over 42.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3252, pruned_loss=0.08913, over 2473740.22 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07983, over 21135.04 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3073, pruned_loss=0.07697, over 2466499.67 frames. utt_duration=1299 frames, utt_pad_proportion=0.05034, over 7601.49 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3274, pruned_loss=0.09049, over 2474529.81 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08016, over 22593.58 utterances.], batch size: 42, lr: 4.58e-04
2022-08-24 14:18:12,028 INFO [train.py:927] (0/8) Epoch 7, batch 25850, giga_loss[loss=0.2251, simple_loss=0.3157, pruned_loss=0.0673, over 12393.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04413, over 146.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3232, pruned_loss=0.08737, over 2473854.90 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08213, over 22348.04 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3073, pruned_loss=0.07692, over 2466550.18 frames. utt_duration=1299 frames, utt_pad_proportion=0.05014, over 7601.48 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.325, pruned_loss=0.08852, over 2474460.62 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08236, over 23546.06 utterances.], batch size: 146, lr: 4.58e-04
2022-08-24 14:18:41,749 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-184000.pt
2022-08-24 14:20:04,312 INFO [train.py:927] (0/8) Epoch 7, batch 25900, giga_loss[loss=0.2188, simple_loss=0.3027, pruned_loss=0.06749, over 12427.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03278, over 75.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.321, pruned_loss=0.08544, over 2473573.17 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08321, over 22202.12 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3074, pruned_loss=0.07698, over 2466139.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.0537, over 7662.00 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08664, over 2474692.12 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08265, over 23643.08 utterances.], batch size: 75, lr: 4.58e-04
2022-08-24 14:21:51,505 INFO [train.py:927] (0/8) Epoch 7, batch 25950, giga_loss[loss=0.2774, simple_loss=0.3436, pruned_loss=0.1056, over 12420.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06167, over 183.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3184, pruned_loss=0.08496, over 2474528.29 frames. utt_duration=454 frames, utt_pad_proportion=0.07766, over 21873.96 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3073, pruned_loss=0.07693, over 2466495.22 frames. utt_duration=1290 frames, utt_pad_proportion=0.05293, over 7658.70 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3202, pruned_loss=0.08611, over 2475249.82 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07789, over 23277.59 utterances.], batch size: 183, lr: 4.58e-04
2022-08-24 14:23:35,547 INFO [train.py:927] (0/8) Epoch 7, batch 26000, giga_loss[loss=0.2688, simple_loss=0.3473, pruned_loss=0.09514, over 12450.00 frames. utt_duration=542.8 frames, utt_pad_proportion=0.03249, over 92.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08443, over 2474793.66 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07255, over 21276.82 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3075, pruned_loss=0.07708, over 2466529.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.05217, over 7658.58 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3203, pruned_loss=0.08534, over 2475479.01 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07338, over 22634.79 utterances.], batch size: 92, lr: 4.58e-04
2022-08-24 14:25:19,238 INFO [train.py:927] (0/8) Epoch 7, batch 26050, giga_loss[loss=0.2034, simple_loss=0.2884, pruned_loss=0.05922, over 12463.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03591, over 31.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08506, over 2475130.05 frames. utt_duration=454.3 frames, utt_pad_proportion=0.0764, over 21865.80 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3074, pruned_loss=0.07691, over 2466696.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.05172, over 7671.76 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3211, pruned_loss=0.08611, over 2475698.43 frames. utt_duration=427.3 frames, utt_pad_proportion=0.0772, over 23256.71 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:27:01,420 INFO [train.py:927] (0/8) Epoch 7, batch 26100, giga_loss[loss=0.23, simple_loss=0.3164, pruned_loss=0.07179, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3205, pruned_loss=0.08585, over 2475615.05 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07428, over 21732.08 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3076, pruned_loss=0.07695, over 2466885.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.05274, over 7753.61 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3219, pruned_loss=0.08687, over 2476129.59 frames. utt_duration=429.3 frames, utt_pad_proportion=0.075, over 23152.42 utterances.], batch size: 70, lr: 4.58e-04
2022-08-24 14:28:46,493 INFO [train.py:927] (0/8) Epoch 7, batch 26150, giga_loss[loss=0.2434, simple_loss=0.3217, pruned_loss=0.08257, over 12448.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03508, over 105.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3236, pruned_loss=0.08743, over 2474988.41 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07316, over 21330.82 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3085, pruned_loss=0.07761, over 2466837.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.0616, over 7909.95 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3241, pruned_loss=0.08777, over 2475544.89 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07122, over 22490.59 utterances.], batch size: 105, lr: 4.58e-04
2022-08-24 14:30:31,921 INFO [train.py:927] (0/8) Epoch 7, batch 26200, giga_loss[loss=0.2419, simple_loss=0.3271, pruned_loss=0.07839, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03363, over 85.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3239, pruned_loss=0.08757, over 2474456.96 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07179, over 20507.01 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.309, pruned_loss=0.07795, over 2466866.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06545, over 8015.73 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3241, pruned_loss=0.08776, over 2475061.33 frames. utt_duration=459 frames, utt_pad_proportion=0.06898, over 21638.79 utterances.], batch size: 85, lr: 4.57e-04
2022-08-24 14:32:19,668 INFO [train.py:927] (0/8) Epoch 7, batch 26250, giga_loss[loss=0.2243, simple_loss=0.3096, pruned_loss=0.06949, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02954, over 45.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.323, pruned_loss=0.08606, over 2474237.93 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07275, over 20692.73 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3087, pruned_loss=0.07781, over 2467077.92 frames. utt_duration=1238 frames, utt_pad_proportion=0.06382, over 7979.50 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.324, pruned_loss=0.08663, over 2474762.20 frames. utt_duration=450.6 frames, utt_pad_proportion=0.0711, over 22041.96 utterances.], batch size: 45, lr: 4.57e-04
2022-08-24 14:34:03,560 INFO [train.py:927] (0/8) Epoch 7, batch 26300, giga_loss[loss=0.2247, simple_loss=0.3047, pruned_loss=0.07233, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02736, over 54.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3228, pruned_loss=0.08699, over 2473858.80 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07551, over 21240.68 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3085, pruned_loss=0.07781, over 2466729.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.0626, over 7965.11 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3241, pruned_loss=0.08767, over 2474768.09 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07463, over 22685.63 utterances.], batch size: 54, lr: 4.57e-04
2022-08-24 14:35:43,916 INFO [train.py:927] (0/8) Epoch 7, batch 26350, giga_loss[loss=0.238, simple_loss=0.3184, pruned_loss=0.07879, over 12428.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3228, pruned_loss=0.08777, over 2473972.70 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07969, over 21243.85 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.07845, over 2466952.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07681, over 8277.84 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3235, pruned_loss=0.08801, over 2474701.02 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07456, over 22485.32 utterances.], batch size: 183, lr: 4.57e-04
2022-08-24 14:36:56,561 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-24 14:36:58,047 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-7.pt
2022-08-24 14:39:29,300 INFO [train.py:927] (0/8) Epoch 8, batch 50, giga_loss[loss=0.2187, simple_loss=0.314, pruned_loss=0.06168, over 12390.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.0361, over 75.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3224, pruned_loss=0.07573, over 548206.94 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05056, over 3791.76 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3213, pruned_loss=0.07664, over 37137.57 frames. utt_duration=1107 frames, utt_pad_proportion=0.03523, over 134.40 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3225, pruned_loss=0.07572, over 518847.50 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05101, over 3694.68 utterances.], batch size: 75, lr: 4.47e-04
2022-08-24 14:41:13,931 INFO [train.py:927] (0/8) Epoch 8, batch 100, giga_loss[loss=0.1758, simple_loss=0.2637, pruned_loss=0.04397, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02632, over 45.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3064, pruned_loss=0.06937, over 975339.19 frames. utt_duration=552 frames, utt_pad_proportion=0.0519, over 7086.82 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3155, pruned_loss=0.07285, over 109211.26 frames. utt_duration=1048 frames, utt_pad_proportion=0.06974, over 417.58 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3059, pruned_loss=0.0692, over 906163.18 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05091, over 6898.32 utterances.], batch size: 45, lr: 4.47e-04
2022-08-24 14:42:58,579 INFO [train.py:927] (0/8) Epoch 8, batch 150, giga_loss[loss=0.1685, simple_loss=0.2462, pruned_loss=0.04539, over 12304.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04349, over 26.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2889, pruned_loss=0.06185, over 1307459.92 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06346, over 9648.02 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3191, pruned_loss=0.07059, over 144442.21 frames. utt_duration=1107 frames, utt_pad_proportion=0.05704, over 522.78 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2867, pruned_loss=0.0614, over 1235203.39 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06362, over 9517.20 utterances.], batch size: 26, lr: 4.47e-04
2022-08-24 14:44:43,166 INFO [train.py:927] (0/8) Epoch 8, batch 200, giga_loss[loss=0.1599, simple_loss=0.2405, pruned_loss=0.03965, over 12178.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03185, over 36.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2773, pruned_loss=0.05729, over 1565205.94 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06567, over 12022.14 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3136, pruned_loss=0.06883, over 178780.18 frames. utt_duration=1151 frames, utt_pad_proportion=0.05017, over 622.35 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2753, pruned_loss=0.05676, over 1494735.91 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06614, over 11964.40 utterances.], batch size: 36, lr: 4.47e-04
2022-08-24 14:46:25,566 INFO [train.py:927] (0/8) Epoch 8, batch 250, giga_loss[loss=0.1908, simple_loss=0.2709, pruned_loss=0.0553, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2718, pruned_loss=0.05423, over 1766363.38 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05994, over 12707.04 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3082, pruned_loss=0.06561, over 268985.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.03938, over 869.13 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2688, pruned_loss=0.05351, over 1680308.52 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06122, over 12843.06 utterances.], batch size: 104, lr: 4.47e-04
2022-08-24 14:48:10,429 INFO [train.py:927] (0/8) Epoch 8, batch 300, giga_loss[loss=0.1651, simple_loss=0.2471, pruned_loss=0.04149, over 12408.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.0346, over 75.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2687, pruned_loss=0.05298, over 1923286.92 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06457, over 14186.14 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3172, pruned_loss=0.06929, over 312666.64 frames. utt_duration=1158 frames, utt_pad_proportion=0.06568, over 1081.40 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2642, pruned_loss=0.05156, over 1843869.55 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06395, over 14324.83 utterances.], batch size: 75, lr: 4.47e-04
2022-08-24 14:49:51,045 INFO [train.py:927] (0/8) Epoch 8, batch 350, giga_loss[loss=0.1541, simple_loss=0.2383, pruned_loss=0.03491, over 12414.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.1842, simple_loss=0.2655, pruned_loss=0.05141, over 2045218.72 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06308, over 15148.66 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3143, pruned_loss=0.06772, over 376953.28 frames. utt_duration=1162 frames, utt_pad_proportion=0.06094, over 1298.96 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2609, pruned_loss=0.04998, over 1968181.30 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06297, over 15418.11 utterances.], batch size: 75, lr: 4.46e-04
2022-08-24 14:51:35,410 INFO [train.py:927] (0/8) Epoch 8, batch 400, giga_loss[loss=0.1483, simple_loss=0.2257, pruned_loss=0.03548, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.1809, simple_loss=0.2616, pruned_loss=0.05009, over 2140368.68 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06418, over 16318.70 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.313, pruned_loss=0.06755, over 418568.26 frames. utt_duration=1163 frames, utt_pad_proportion=0.05836, over 1441.82 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2572, pruned_loss=0.04865, over 2072450.87 frames. utt_duration=499 frames, utt_pad_proportion=0.06433, over 16662.27 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 14:53:18,729 INFO [train.py:927] (0/8) Epoch 8, batch 450, giga_loss[loss=0.1593, simple_loss=0.2404, pruned_loss=0.03908, over 12331.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03427, over 51.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2577, pruned_loss=0.04854, over 2214525.29 frames. utt_duration=551 frames, utt_pad_proportion=0.06269, over 16119.59 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.308, pruned_loss=0.06629, over 489539.43 frames. utt_duration=1214 frames, utt_pad_proportion=0.052, over 1614.85 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2533, pruned_loss=0.04699, over 2150391.39 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06348, over 16699.59 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 14:55:00,270 INFO [train.py:927] (0/8) Epoch 8, batch 500, giga_loss[loss=0.2395, simple_loss=0.3161, pruned_loss=0.08144, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03718, over 123.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2629, pruned_loss=0.05125, over 2272559.73 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06184, over 16202.35 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3036, pruned_loss=0.06502, over 538635.67 frames. utt_duration=1242 frames, utt_pad_proportion=0.04881, over 1737.10 utterances.], giga_tot_loss[loss=0.1796, simple_loss=0.2593, pruned_loss=0.04997, over 2216266.00 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06286, over 16872.79 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 14:56:42,219 INFO [train.py:927] (0/8) Epoch 8, batch 550, giga_loss[loss=0.2579, simple_loss=0.3395, pruned_loss=0.08816, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02553, over 66.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2756, pruned_loss=0.0572, over 2316657.23 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06644, over 16634.22 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3015, pruned_loss=0.06384, over 605076.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.04418, over 1907.52 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2725, pruned_loss=0.05625, over 2265947.57 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06763, over 17476.00 utterances.], batch size: 66, lr: 4.46e-04
2022-08-24 14:58:26,060 INFO [train.py:927] (0/8) Epoch 8, batch 600, giga_loss[loss=0.2135, simple_loss=0.2999, pruned_loss=0.0636, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03243, over 39.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2826, pruned_loss=0.05926, over 2350395.39 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06233, over 16496.63 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2997, pruned_loss=0.06311, over 669089.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.04406, over 2105.24 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2799, pruned_loss=0.05856, over 2305527.07 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06377, over 17468.66 utterances.], batch size: 39, lr: 4.46e-04
2022-08-24 15:00:08,438 INFO [train.py:927] (0/8) Epoch 8, batch 650, giga_loss[loss=0.208, simple_loss=0.3006, pruned_loss=0.0577, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03214, over 75.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.288, pruned_loss=0.06125, over 2377865.98 frames. utt_duration=544.5 frames, utt_pad_proportion=0.07002, over 17515.58 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3014, pruned_loss=0.06393, over 722824.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.04221, over 2284.64 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2851, pruned_loss=0.06041, over 2338692.09 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07127, over 18546.25 utterances.], batch size: 75, lr: 4.46e-04
2022-08-24 15:01:53,719 INFO [train.py:927] (0/8) Epoch 8, batch 700, giga_loss[loss=0.2331, simple_loss=0.3162, pruned_loss=0.07501, over 12420.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2922, pruned_loss=0.06354, over 2398921.92 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06674, over 17597.62 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3002, pruned_loss=0.06294, over 774434.27 frames. utt_duration=1280 frames, utt_pad_proportion=0.03927, over 2423.38 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.29, pruned_loss=0.06315, over 2365459.51 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06854, over 18712.61 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 15:03:38,847 INFO [train.py:927] (0/8) Epoch 8, batch 750, giga_loss[loss=0.2113, simple_loss=0.3032, pruned_loss=0.05974, over 12386.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2967, pruned_loss=0.06534, over 2415435.76 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07077, over 17837.67 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.06262, over 808060.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.03794, over 2519.15 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.295, pruned_loss=0.06518, over 2387786.24 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07236, over 18914.08 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:05:24,648 INFO [train.py:927] (0/8) Epoch 8, batch 800, giga_loss[loss=0.2129, simple_loss=0.3042, pruned_loss=0.06085, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3003, pruned_loss=0.0661, over 2428569.52 frames. utt_duration=525.5 frames, utt_pad_proportion=0.07365, over 18539.47 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3005, pruned_loss=0.06254, over 857331.55 frames. utt_duration=1275 frames, utt_pad_proportion=0.03841, over 2691.89 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06607, over 2405072.63 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07498, over 19645.01 utterances.], batch size: 58, lr: 4.46e-04
2022-08-24 15:07:07,631 INFO [train.py:927] (0/8) Epoch 8, batch 850, giga_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.06251, over 12356.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03498, over 104.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3008, pruned_loss=0.06533, over 2438908.38 frames. utt_duration=545.8 frames, utt_pad_proportion=0.07278, over 17921.45 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2998, pruned_loss=0.0624, over 881367.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.03737, over 2753.17 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2998, pruned_loss=0.0654, over 2419900.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0742, over 18943.81 utterances.], batch size: 104, lr: 4.46e-04
2022-08-24 15:08:52,816 INFO [train.py:927] (0/8) Epoch 8, batch 900, giga_loss[loss=0.2105, simple_loss=0.2954, pruned_loss=0.06276, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04497, over 31.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3019, pruned_loss=0.06557, over 2446018.24 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06838, over 17416.21 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.299, pruned_loss=0.0622, over 897105.59 frames. utt_duration=1288 frames, utt_pad_proportion=0.0367, over 2789.57 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3014, pruned_loss=0.06573, over 2430938.90 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06994, over 18324.25 utterances.], batch size: 31, lr: 4.46e-04
2022-08-24 15:10:37,329 INFO [train.py:927] (0/8) Epoch 8, batch 950, giga_loss[loss=0.2274, simple_loss=0.3051, pruned_loss=0.07481, over 12313.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3032, pruned_loss=0.06774, over 2451131.50 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06712, over 16957.91 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2993, pruned_loss=0.06255, over 943456.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.03953, over 2963.75 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3028, pruned_loss=0.06787, over 2438681.64 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06843, over 17923.00 utterances.], batch size: 58, lr: 4.46e-04
2022-08-24 15:12:21,626 INFO [train.py:927] (0/8) Epoch 8, batch 1000, giga_loss[loss=0.2245, simple_loss=0.3049, pruned_loss=0.07203, over 12403.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03779, over 113.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3035, pruned_loss=0.06879, over 2456460.16 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06766, over 17347.83 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06264, over 973916.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.03872, over 3067.69 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06898, over 2446147.02 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06902, over 18285.32 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:14:05,378 INFO [train.py:927] (0/8) Epoch 8, batch 1050, giga_loss[loss=0.2239, simple_loss=0.2988, pruned_loss=0.07446, over 12277.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03142, over 51.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3021, pruned_loss=0.06813, over 2459591.68 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06561, over 16748.91 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2986, pruned_loss=0.06189, over 1010494.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.03738, over 3151.18 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3023, pruned_loss=0.0687, over 2451505.67 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06731, over 17744.42 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 15:15:52,381 INFO [train.py:927] (0/8) Epoch 8, batch 1100, giga_loss[loss=0.1937, simple_loss=0.2775, pruned_loss=0.055, over 12431.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3003, pruned_loss=0.06719, over 2463104.02 frames. utt_duration=570.3 frames, utt_pad_proportion=0.0712, over 17319.87 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2977, pruned_loss=0.06156, over 1053786.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.0472, over 3349.10 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3009, pruned_loss=0.06794, over 2456305.34 frames. utt_duration=538 frames, utt_pad_proportion=0.0709, over 18313.54 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 15:17:38,650 INFO [train.py:927] (0/8) Epoch 8, batch 1150, giga_loss[loss=0.2107, simple_loss=0.283, pruned_loss=0.06917, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03435, over 43.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2966, pruned_loss=0.06613, over 2465456.21 frames. utt_duration=546.2 frames, utt_pad_proportion=0.07436, over 18103.44 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2969, pruned_loss=0.06136, over 1102458.17 frames. utt_duration=1272 frames, utt_pad_proportion=0.04454, over 3471.10 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2974, pruned_loss=0.06696, over 2459915.50 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07467, over 19231.61 utterances.], batch size: 43, lr: 4.46e-04
2022-08-24 15:19:23,697 INFO [train.py:927] (0/8) Epoch 8, batch 1200, giga_loss[loss=0.1913, simple_loss=0.2829, pruned_loss=0.04986, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2934, pruned_loss=0.06514, over 2467508.49 frames. utt_duration=539.1 frames, utt_pad_proportion=0.07207, over 18359.77 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2971, pruned_loss=0.06131, over 1149794.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.04239, over 3625.16 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2938, pruned_loss=0.06595, over 2462790.95 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07317, over 19599.13 utterances.], batch size: 75, lr: 4.45e-04
2022-08-24 15:21:07,768 INFO [train.py:927] (0/8) Epoch 8, batch 1250, giga_loss[loss=0.1833, simple_loss=0.272, pruned_loss=0.04729, over 12381.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04338, over 26.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2931, pruned_loss=0.06473, over 2468870.06 frames. utt_duration=535.6 frames, utt_pad_proportion=0.07217, over 18487.99 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.06091, over 1195640.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.04054, over 3759.25 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2938, pruned_loss=0.06567, over 2464713.28 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07375, over 19834.75 utterances.], batch size: 26, lr: 4.45e-04
2022-08-24 15:22:52,626 INFO [train.py:927] (0/8) Epoch 8, batch 1300, giga_loss[loss=0.1895, simple_loss=0.2711, pruned_loss=0.05392, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04892, over 34.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2912, pruned_loss=0.06375, over 2469854.25 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06681, over 18228.73 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2962, pruned_loss=0.06076, over 1227076.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.03975, over 3819.77 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2916, pruned_loss=0.06463, over 2466588.06 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06877, over 19580.84 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:24:36,224 INFO [train.py:927] (0/8) Epoch 8, batch 1350, giga_loss[loss=0.2007, simple_loss=0.2761, pruned_loss=0.06268, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02682, over 45.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2876, pruned_loss=0.06301, over 2469248.82 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06159, over 16972.56 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2962, pruned_loss=0.06087, over 1233287.70 frames. utt_duration=1288 frames, utt_pad_proportion=0.03946, over 3833.67 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2879, pruned_loss=0.06366, over 2466695.60 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06365, over 18076.02 utterances.], batch size: 45, lr: 4.45e-04
2022-08-24 15:26:20,102 INFO [train.py:927] (0/8) Epoch 8, batch 1400, giga_loss[loss=0.2048, simple_loss=0.2798, pruned_loss=0.06494, over 12337.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2858, pruned_loss=0.06242, over 2470403.69 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06099, over 17034.82 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2969, pruned_loss=0.06103, over 1264188.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.03834, over 3914.02 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2855, pruned_loss=0.06291, over 2468095.89 frames. utt_duration=546 frames, utt_pad_proportion=0.06304, over 18130.70 utterances.], batch size: 360, lr: 4.45e-04
2022-08-24 15:28:04,575 INFO [train.py:927] (0/8) Epoch 8, batch 1450, giga_loss[loss=0.1831, simple_loss=0.2679, pruned_loss=0.04918, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2826, pruned_loss=0.06119, over 2470846.22 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05838, over 16351.41 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2967, pruned_loss=0.06122, over 1299884.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.04543, over 4074.69 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2821, pruned_loss=0.06149, over 2469042.60 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05892, over 17429.05 utterances.], batch size: 66, lr: 4.45e-04
2022-08-24 15:29:03,403 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-186000.pt
2022-08-24 15:29:54,371 INFO [train.py:927] (0/8) Epoch 8, batch 1500, giga_loss[loss=0.1806, simple_loss=0.2629, pruned_loss=0.04909, over 12290.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03509, over 28.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2793, pruned_loss=0.05945, over 2470783.97 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05341, over 15617.23 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.0609, over 1328498.33 frames. utt_duration=1286 frames, utt_pad_proportion=0.04418, over 4137.13 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.279, pruned_loss=0.05983, over 2469681.87 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05452, over 16686.71 utterances.], batch size: 28, lr: 4.45e-04
2022-08-24 15:31:37,240 INFO [train.py:927] (0/8) Epoch 8, batch 1550, giga_loss[loss=0.2192, simple_loss=0.3011, pruned_loss=0.06862, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2796, pruned_loss=0.05979, over 2470538.36 frames. utt_duration=634.7 frames, utt_pad_proportion=0.05091, over 15606.32 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2958, pruned_loss=0.06088, over 1350925.41 frames. utt_duration=1290 frames, utt_pad_proportion=0.04295, over 4194.96 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2791, pruned_loss=0.06007, over 2469890.61 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05228, over 16615.56 utterances.], batch size: 66, lr: 4.45e-04
2022-08-24 15:33:20,858 INFO [train.py:927] (0/8) Epoch 8, batch 1600, giga_loss[loss=0.2401, simple_loss=0.3155, pruned_loss=0.08239, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.286, pruned_loss=0.06316, over 2471768.58 frames. utt_duration=603.9 frames, utt_pad_proportion=0.05461, over 16412.89 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.06071, over 1378734.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.04352, over 4316.55 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2848, pruned_loss=0.06346, over 2471182.64 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05552, over 17369.62 utterances.], batch size: 97, lr: 4.45e-04
2022-08-24 15:35:05,818 INFO [train.py:927] (0/8) Epoch 8, batch 1650, giga_loss[loss=0.2281, simple_loss=0.3151, pruned_loss=0.07052, over 12358.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06093, over 182.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.06578, over 2472957.81 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05859, over 17314.08 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2979, pruned_loss=0.06093, over 1395187.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.04442, over 4391.59 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2902, pruned_loss=0.06597, over 2472378.97 frames. utt_duration=546.1 frames, utt_pad_proportion=0.059, over 18159.92 utterances.], batch size: 182, lr: 4.45e-04
2022-08-24 15:36:49,173 INFO [train.py:927] (0/8) Epoch 8, batch 1700, libri_loss[loss=0.2089, simple_loss=0.3005, pruned_loss=0.05862, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006047, over 34.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2965, pruned_loss=0.06728, over 2472891.82 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06122, over 17582.75 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06033, over 1432226.86 frames. utt_duration=1282 frames, utt_pad_proportion=0.04279, over 4472.59 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2957, pruned_loss=0.06793, over 2472528.82 frames. utt_duration=533 frames, utt_pad_proportion=0.06194, over 18608.23 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:38:31,712 INFO [train.py:927] (0/8) Epoch 8, batch 1750, giga_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.06002, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03873, over 113.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06856, over 2473319.65 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05815, over 18090.69 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2963, pruned_loss=0.06024, over 1442743.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.04229, over 4489.83 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2996, pruned_loss=0.0692, over 2472906.34 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05901, over 19008.33 utterances.], batch size: 113, lr: 4.45e-04
2022-08-24 15:40:16,460 INFO [train.py:927] (0/8) Epoch 8, batch 1800, giga_loss[loss=0.2113, simple_loss=0.2976, pruned_loss=0.06253, over 12434.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03813, over 43.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2992, pruned_loss=0.06699, over 2474080.57 frames. utt_duration=544.1 frames, utt_pad_proportion=0.0602, over 18239.91 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.0601, over 1453068.80 frames. utt_duration=1291 frames, utt_pad_proportion=0.04179, over 4508.90 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2992, pruned_loss=0.06763, over 2473719.09 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06095, over 19070.63 utterances.], batch size: 43, lr: 4.45e-04
2022-08-24 15:41:59,311 INFO [train.py:927] (0/8) Epoch 8, batch 1850, giga_loss[loss=0.2289, simple_loss=0.3116, pruned_loss=0.07304, over 12365.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2999, pruned_loss=0.06716, over 2473328.56 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05917, over 17597.90 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2952, pruned_loss=0.05985, over 1483159.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.04035, over 4581.76 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3003, pruned_loss=0.06798, over 2473137.71 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06035, over 18553.86 utterances.], batch size: 85, lr: 4.45e-04
2022-08-24 15:43:43,027 INFO [train.py:927] (0/8) Epoch 8, batch 1900, libri_loss[loss=0.2258, simple_loss=0.3227, pruned_loss=0.06441, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005781, over 34.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3031, pruned_loss=0.06838, over 2473457.15 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05586, over 17432.07 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2961, pruned_loss=0.05985, over 1502411.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.04042, over 4659.37 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.303, pruned_loss=0.06917, over 2473675.90 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0571, over 18354.47 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:45:28,122 INFO [train.py:927] (0/8) Epoch 8, batch 1950, giga_loss[loss=0.2678, simple_loss=0.3343, pruned_loss=0.1007, over 12406.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06787, over 184.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3044, pruned_loss=0.06979, over 2473823.32 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05819, over 17607.91 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05969, over 1521619.64 frames. utt_duration=1297 frames, utt_pad_proportion=0.03949, over 4699.92 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3047, pruned_loss=0.07066, over 2474044.49 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05938, over 18531.83 utterances.], batch size: 184, lr: 4.45e-04
2022-08-24 15:47:11,216 INFO [train.py:927] (0/8) Epoch 8, batch 2000, giga_loss[loss=0.2383, simple_loss=0.3204, pruned_loss=0.07806, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3062, pruned_loss=0.07119, over 2473366.20 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05749, over 17788.12 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05956, over 1535826.56 frames. utt_duration=1300 frames, utt_pad_proportion=0.03878, over 4730.26 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3067, pruned_loss=0.07209, over 2473545.40 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0587, over 18661.16 utterances.], batch size: 48, lr: 4.44e-04
2022-08-24 15:48:54,724 INFO [train.py:927] (0/8) Epoch 8, batch 2050, libri_loss[loss=0.1588, simple_loss=0.2433, pruned_loss=0.03718, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007284, over 31.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3066, pruned_loss=0.07093, over 2473322.54 frames. utt_duration=591 frames, utt_pad_proportion=0.05656, over 16781.57 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.05952, over 1554486.01 frames. utt_duration=1302 frames, utt_pad_proportion=0.03792, over 4780.23 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3074, pruned_loss=0.0719, over 2473414.14 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05796, over 17660.81 utterances.], batch size: 31, lr: 4.44e-04
2022-08-24 15:50:39,562 INFO [train.py:927] (0/8) Epoch 8, batch 2100, giga_loss[loss=0.2778, simple_loss=0.3354, pruned_loss=0.1101, over 12367.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3062, pruned_loss=0.07135, over 2473529.57 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06261, over 17808.32 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05942, over 1572477.55 frames. utt_duration=1300 frames, utt_pad_proportion=0.03849, over 4842.93 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07238, over 2473825.66 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06346, over 18664.13 utterances.], batch size: 259, lr: 4.44e-04
2022-08-24 15:52:24,032 INFO [train.py:927] (0/8) Epoch 8, batch 2150, giga_loss[loss=0.2046, simple_loss=0.283, pruned_loss=0.0631, over 12136.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04334, over 33.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3049, pruned_loss=0.07057, over 2472593.63 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06212, over 16997.42 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05937, over 1585701.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.03794, over 4880.04 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3057, pruned_loss=0.07156, over 2473037.81 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06308, over 17804.96 utterances.], batch size: 33, lr: 4.44e-04
2022-08-24 15:54:06,506 INFO [train.py:927] (0/8) Epoch 8, batch 2200, giga_loss[loss=0.23, simple_loss=0.3083, pruned_loss=0.07589, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3057, pruned_loss=0.07138, over 2472364.63 frames. utt_duration=612.3 frames, utt_pad_proportion=0.06117, over 16190.35 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05952, over 1616026.74 frames. utt_duration=1300 frames, utt_pad_proportion=0.03814, over 4977.72 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3067, pruned_loss=0.07246, over 2472974.98 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06235, over 17122.52 utterances.], batch size: 51, lr: 4.44e-04
2022-08-24 15:55:49,380 INFO [train.py:927] (0/8) Epoch 8, batch 2250, giga_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05575, over 12309.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03184, over 28.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3051, pruned_loss=0.07046, over 2472074.24 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05791, over 15540.17 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05947, over 1637326.75 frames. utt_duration=1297 frames, utt_pad_proportion=0.03833, over 5057.18 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3062, pruned_loss=0.07161, over 2472453.56 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05926, over 16457.75 utterances.], batch size: 28, lr: 4.44e-04
2022-08-24 15:57:34,085 INFO [train.py:927] (0/8) Epoch 8, batch 2300, giga_loss[loss=0.2383, simple_loss=0.3143, pruned_loss=0.0811, over 12443.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04392, over 134.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.07095, over 2471887.87 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05943, over 15988.99 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05916, over 1653620.55 frames. utt_duration=1302 frames, utt_pad_proportion=0.03753, over 5087.87 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07222, over 2472423.91 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06072, over 16871.16 utterances.], batch size: 134, lr: 4.44e-04
2022-08-24 15:59:18,235 INFO [train.py:927] (0/8) Epoch 8, batch 2350, giga_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.08322, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03346, over 42.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.303, pruned_loss=0.06966, over 2472592.46 frames. utt_duration=639.2 frames, utt_pad_proportion=0.05866, over 15509.22 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05937, over 1681807.15 frames. utt_duration=1300 frames, utt_pad_proportion=0.03729, over 5179.36 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07092, over 2473074.79 frames. utt_duration=602 frames, utt_pad_proportion=0.06012, over 16472.55 utterances.], batch size: 42, lr: 4.44e-04
2022-08-24 16:00:59,772 INFO [train.py:927] (0/8) Epoch 8, batch 2400, giga_loss[loss=0.182, simple_loss=0.2703, pruned_loss=0.04685, over 12366.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02693, over 66.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3015, pruned_loss=0.06901, over 2472579.40 frames. utt_duration=625.4 frames, utt_pad_proportion=0.06249, over 15852.30 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05926, over 1701405.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.03648, over 5219.41 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.07031, over 2472938.26 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06384, over 16820.97 utterances.], batch size: 66, lr: 4.44e-04
2022-08-24 16:02:43,750 INFO [train.py:927] (0/8) Epoch 8, batch 2450, giga_loss[loss=0.176, simple_loss=0.2598, pruned_loss=0.0461, over 12243.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03746, over 28.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2991, pruned_loss=0.06837, over 2472463.68 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06752, over 16521.26 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05946, over 1723909.31 frames. utt_duration=1304 frames, utt_pad_proportion=0.03677, over 5294.64 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3002, pruned_loss=0.06957, over 2473107.55 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06862, over 17549.82 utterances.], batch size: 28, lr: 4.44e-04
2022-08-24 16:04:26,859 INFO [train.py:927] (0/8) Epoch 8, batch 2500, giga_loss[loss=0.2085, simple_loss=0.2886, pruned_loss=0.06419, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04242, over 146.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2947, pruned_loss=0.06638, over 2473334.77 frames. utt_duration=612.3 frames, utt_pad_proportion=0.06483, over 16196.09 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05943, over 1735004.06 frames. utt_duration=1305 frames, utt_pad_proportion=0.03624, over 5323.02 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2957, pruned_loss=0.06745, over 2473928.00 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06618, over 17131.13 utterances.], batch size: 146, lr: 4.44e-04
2022-08-24 16:06:11,053 INFO [train.py:927] (0/8) Epoch 8, batch 2550, giga_loss[loss=0.244, simple_loss=0.3243, pruned_loss=0.08181, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05043, over 161.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2957, pruned_loss=0.06743, over 2474184.21 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0675, over 17622.23 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05971, over 1742377.06 frames. utt_duration=1307 frames, utt_pad_proportion=0.03586, over 5336.75 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2962, pruned_loss=0.06816, over 2474650.21 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06855, over 18438.92 utterances.], batch size: 161, lr: 4.44e-04
2022-08-24 16:07:54,557 INFO [train.py:927] (0/8) Epoch 8, batch 2600, giga_loss[loss=0.2275, simple_loss=0.3185, pruned_loss=0.0682, over 12426.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2967, pruned_loss=0.06698, over 2474834.34 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06412, over 17665.98 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2954, pruned_loss=0.05997, over 1749866.47 frames. utt_duration=1308 frames, utt_pad_proportion=0.03547, over 5357.33 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2969, pruned_loss=0.06745, over 2475035.96 frames. utt_duration=539.5 frames, utt_pad_proportion=0.0653, over 18400.83 utterances.], batch size: 133, lr: 4.44e-04
2022-08-24 16:09:36,927 INFO [train.py:927] (0/8) Epoch 8, batch 2650, giga_loss[loss=0.1849, simple_loss=0.2723, pruned_loss=0.04878, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03089, over 80.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2979, pruned_loss=0.06654, over 2474588.89 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06505, over 17750.48 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.06084, over 1788374.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.04316, over 5590.92 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2972, pruned_loss=0.06669, over 2475125.61 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06443, over 18756.68 utterances.], batch size: 80, lr: 4.44e-04
2022-08-24 16:11:20,767 INFO [train.py:927] (0/8) Epoch 8, batch 2700, giga_loss[loss=0.2148, simple_loss=0.3048, pruned_loss=0.0624, over 12409.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06566, over 2474719.15 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06088, over 18022.08 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.06089, over 1798386.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.04341, over 5637.85 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06581, over 2475342.02 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06063, over 18936.77 utterances.], batch size: 133, lr: 4.44e-04
2022-08-24 16:13:03,837 INFO [train.py:927] (0/8) Epoch 8, batch 2750, libri_loss[loss=0.2135, simple_loss=0.3082, pruned_loss=0.0594, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01188, over 39.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2982, pruned_loss=0.06666, over 2474436.27 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06042, over 18221.75 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2971, pruned_loss=0.06085, over 1808084.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04273, over 5666.15 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2976, pruned_loss=0.06688, over 2475300.54 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06053, over 19093.75 utterances.], batch size: 39, lr: 4.44e-04
2022-08-24 16:14:45,184 INFO [train.py:927] (0/8) Epoch 8, batch 2800, giga_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05066, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02999, over 45.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2999, pruned_loss=0.06692, over 2474016.75 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05895, over 18129.39 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06089, over 1821208.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04194, over 5691.74 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2994, pruned_loss=0.06718, over 2474775.79 frames. utt_duration=522 frames, utt_pad_proportion=0.05942, over 19018.12 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 16:16:26,875 INFO [train.py:927] (0/8) Epoch 8, batch 2850, giga_loss[loss=0.2146, simple_loss=0.3023, pruned_loss=0.06345, over 12363.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02825, over 91.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3004, pruned_loss=0.06677, over 2474316.95 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05581, over 17842.26 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.0608, over 1837358.14 frames. utt_duration=1288 frames, utt_pad_proportion=0.04096, over 5714.23 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3003, pruned_loss=0.06717, over 2474933.95 frames. utt_duration=528 frames, utt_pad_proportion=0.05671, over 18801.84 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:18:10,263 INFO [train.py:927] (0/8) Epoch 8, batch 2900, giga_loss[loss=0.2243, simple_loss=0.3155, pruned_loss=0.06653, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04073, over 113.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06677, over 2474480.65 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05628, over 17743.68 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2971, pruned_loss=0.06084, over 1856486.22 frames. utt_duration=1291 frames, utt_pad_proportion=0.03996, over 5758.01 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3006, pruned_loss=0.06724, over 2474736.54 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05742, over 18810.81 utterances.], batch size: 113, lr: 4.43e-04
2022-08-24 16:19:50,910 INFO [train.py:927] (0/8) Epoch 8, batch 2950, giga_loss[loss=0.2537, simple_loss=0.3192, pruned_loss=0.0941, over 12344.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.298, pruned_loss=0.0655, over 2473862.92 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05674, over 17362.97 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06031, over 1871260.14 frames. utt_duration=1299 frames, utt_pad_proportion=0.03909, over 5768.98 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2987, pruned_loss=0.06637, over 2474528.14 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05798, over 18472.38 utterances.], batch size: 362, lr: 4.43e-04
2022-08-24 16:21:32,159 INFO [train.py:927] (0/8) Epoch 8, batch 3000, giga_loss[loss=0.1953, simple_loss=0.2798, pruned_loss=0.05542, over 12356.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02946, over 66.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.297, pruned_loss=0.06575, over 2473154.12 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06087, over 17193.23 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.296, pruned_loss=0.06035, over 1891855.51 frames. utt_duration=1297 frames, utt_pad_proportion=0.03971, over 5843.39 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2976, pruned_loss=0.06659, over 2473839.44 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06169, over 18378.52 utterances.], batch size: 66, lr: 4.43e-04
2022-08-24 16:21:32,172 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 16:21:46,473 INFO [train.py:967] (0/8) Epoch 8, validation: loss=0.186, simple_loss=0.2939, pruned_loss=0.03906, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 16:23:24,633 INFO [train.py:927] (0/8) Epoch 8, batch 3050, giga_loss[loss=0.2295, simple_loss=0.3028, pruned_loss=0.07813, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03247, over 40.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06564, over 2473712.12 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05763, over 17469.51 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06027, over 1903465.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.039, over 5853.41 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2991, pruned_loss=0.06647, over 2474217.67 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05877, over 18604.53 utterances.], batch size: 40, lr: 4.43e-04
2022-08-24 16:25:04,884 INFO [train.py:927] (0/8) Epoch 8, batch 3100, libri_loss[loss=0.2265, simple_loss=0.3143, pruned_loss=0.06932, over 12302.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006275, over 35.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2989, pruned_loss=0.06629, over 2473997.19 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0577, over 17841.60 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06015, over 1917209.44 frames. utt_duration=1307 frames, utt_pad_proportion=0.03815, over 5873.91 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2996, pruned_loss=0.06718, over 2474771.63 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05897, over 19014.67 utterances.], batch size: 35, lr: 4.43e-04
2022-08-24 16:26:45,385 INFO [train.py:927] (0/8) Epoch 8, batch 3150, libri_loss[loss=0.1924, simple_loss=0.2956, pruned_loss=0.04462, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00503, over 34.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2969, pruned_loss=0.0664, over 2474302.54 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05774, over 17475.80 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06028, over 1930919.90 frames. utt_duration=1294 frames, utt_pad_proportion=0.04317, over 5975.58 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2974, pruned_loss=0.06717, over 2475016.66 frames. utt_duration=534 frames, utt_pad_proportion=0.05749, over 18592.36 utterances.], batch size: 34, lr: 4.43e-04
2022-08-24 16:28:26,159 INFO [train.py:927] (0/8) Epoch 8, batch 3200, giga_loss[loss=0.2283, simple_loss=0.2936, pruned_loss=0.0815, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02554, over 45.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2951, pruned_loss=0.06606, over 2474809.15 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05517, over 17462.38 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06037, over 1936183.49 frames. utt_duration=1295 frames, utt_pad_proportion=0.04273, over 5987.80 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2953, pruned_loss=0.06664, over 2475510.71 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05528, over 18429.45 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:30:08,575 INFO [train.py:927] (0/8) Epoch 8, batch 3250, giga_loss[loss=0.1685, simple_loss=0.2508, pruned_loss=0.04307, over 12241.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.05605, over 26.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2928, pruned_loss=0.06516, over 2475235.24 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05289, over 17223.72 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06061, over 1952397.03 frames. utt_duration=1294 frames, utt_pad_proportion=0.04252, over 6042.35 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2926, pruned_loss=0.06561, over 2475568.33 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05329, over 18273.58 utterances.], batch size: 26, lr: 4.43e-04
2022-08-24 16:31:50,303 INFO [train.py:927] (0/8) Epoch 8, batch 3300, giga_loss[loss=0.2054, simple_loss=0.2802, pruned_loss=0.06531, over 12358.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02321, over 45.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2906, pruned_loss=0.06452, over 2475424.97 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05636, over 17926.30 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.0607, over 1960163.37 frames. utt_duration=1293 frames, utt_pad_proportion=0.04226, over 6070.64 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2903, pruned_loss=0.06486, over 2475727.46 frames. utt_duration=526.2 frames, utt_pad_proportion=0.05661, over 18872.54 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:33:31,558 INFO [train.py:927] (0/8) Epoch 8, batch 3350, giga_loss[loss=0.2071, simple_loss=0.2898, pruned_loss=0.06218, over 12350.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02392, over 45.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2927, pruned_loss=0.06524, over 2475245.22 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05654, over 17720.64 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06071, over 1967699.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.0417, over 6081.52 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2923, pruned_loss=0.06555, over 2475628.52 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05696, over 18615.68 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:35:11,825 INFO [train.py:927] (0/8) Epoch 8, batch 3400, giga_loss[loss=0.231, simple_loss=0.3112, pruned_loss=0.07542, over 12365.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03654, over 113.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2947, pruned_loss=0.06572, over 2474757.38 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05904, over 18027.09 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2964, pruned_loss=0.06065, over 1982499.47 frames. utt_duration=1304 frames, utt_pad_proportion=0.04062, over 6089.02 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2946, pruned_loss=0.06614, over 2475249.77 frames. utt_duration=521.3 frames, utt_pad_proportion=0.05967, over 19047.39 utterances.], batch size: 113, lr: 4.43e-04
2022-08-24 16:36:55,944 INFO [train.py:927] (0/8) Epoch 8, batch 3450, giga_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07601, over 12376.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.0662, over 210.00 utterances.], tot_loss[loss=0.214, simple_loss=0.296, pruned_loss=0.06597, over 2474586.41 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05827, over 17494.96 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06081, over 1994455.16 frames. utt_duration=1305 frames, utt_pad_proportion=0.03976, over 6119.62 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2956, pruned_loss=0.06629, over 2475187.58 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05923, over 18540.65 utterances.], batch size: 210, lr: 4.43e-04
2022-08-24 16:38:00,184 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-188000.pt
2022-08-24 16:38:51,293 INFO [train.py:927] (0/8) Epoch 8, batch 3500, libri_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08121, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006107, over 34.00 utterances.], tot_loss[loss=0.22, simple_loss=0.301, pruned_loss=0.06952, over 2474549.85 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05745, over 17248.41 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.0615, over 2013630.96 frames. utt_duration=1304 frames, utt_pad_proportion=0.03966, over 6184.92 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3004, pruned_loss=0.0695, over 2474751.10 frames. utt_duration=537.9 frames, utt_pad_proportion=0.05858, over 18453.95 utterances.], batch size: 34, lr: 4.43e-04
2022-08-24 16:40:34,755 INFO [train.py:927] (0/8) Epoch 8, batch 3550, giga_loss[loss=0.2832, simple_loss=0.3577, pruned_loss=0.1044, over 12410.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03127, over 80.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.07386, over 2474793.39 frames. utt_duration=546 frames, utt_pad_proportion=0.05734, over 18179.78 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2973, pruned_loss=0.06145, over 2022524.75 frames. utt_duration=1307 frames, utt_pad_proportion=0.03934, over 6199.15 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3078, pruned_loss=0.07406, over 2475178.58 frames. utt_duration=513.6 frames, utt_pad_proportion=0.05844, over 19334.59 utterances.], batch size: 80, lr: 4.43e-04
2022-08-24 16:42:19,176 INFO [train.py:927] (0/8) Epoch 8, batch 3600, giga_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.079, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.03091, over 66.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3164, pruned_loss=0.0789, over 2474969.10 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05778, over 18371.90 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2993, pruned_loss=0.06155, over 2033548.31 frames. utt_duration=1302 frames, utt_pad_proportion=0.03974, over 6254.53 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07933, over 2475449.22 frames. utt_duration=508.7 frames, utt_pad_proportion=0.05868, over 19520.54 utterances.], batch size: 66, lr: 4.43e-04
2022-08-24 16:44:03,068 INFO [train.py:927] (0/8) Epoch 8, batch 3650, giga_loss[loss=0.2774, simple_loss=0.3469, pruned_loss=0.104, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03312, over 122.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3224, pruned_loss=0.08401, over 2474956.31 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07116, over 20116.62 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2994, pruned_loss=0.06158, over 2048625.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.04538, over 6411.00 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3216, pruned_loss=0.08493, over 2475452.02 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07002, over 21296.00 utterances.], batch size: 122, lr: 4.43e-04
2022-08-24 16:45:52,047 INFO [train.py:927] (0/8) Epoch 8, batch 3700, giga_loss[loss=0.263, simple_loss=0.3367, pruned_loss=0.0946, over 12413.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04025, over 123.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08892, over 2474978.46 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07705, over 21049.85 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2997, pruned_loss=0.06178, over 2054692.38 frames. utt_duration=1267 frames, utt_pad_proportion=0.0504, over 6496.84 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3264, pruned_loss=0.08981, over 2475631.34 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07475, over 22090.24 utterances.], batch size: 123, lr: 4.42e-04
2022-08-24 16:47:41,940 INFO [train.py:927] (0/8) Epoch 8, batch 3750, giga_loss[loss=0.249, simple_loss=0.3175, pruned_loss=0.09027, over 12391.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02768, over 85.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3335, pruned_loss=0.09621, over 2474943.68 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08413, over 22064.97 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3, pruned_loss=0.0623, over 2070881.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05474, over 6601.28 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.334, pruned_loss=0.09763, over 2475780.40 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08131, over 23354.89 utterances.], batch size: 85, lr: 4.42e-04
2022-08-24 16:49:28,399 INFO [train.py:927] (0/8) Epoch 8, batch 3800, giga_loss[loss=0.2688, simple_loss=0.3418, pruned_loss=0.09791, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3347, pruned_loss=0.09892, over 2474176.27 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08292, over 21931.35 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.0622, over 2087745.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05309, over 6615.67 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3369, pruned_loss=0.1016, over 2475752.32 frames. utt_duration=421 frames, utt_pad_proportion=0.08151, over 23605.29 utterances.], batch size: 85, lr: 4.42e-04
2022-08-24 16:51:11,224 INFO [train.py:927] (0/8) Epoch 8, batch 3850, giga_loss[loss=0.2408, simple_loss=0.3242, pruned_loss=0.0787, over 12404.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02551, over 70.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.338, pruned_loss=0.1014, over 2474057.19 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0848, over 22693.14 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.0622, over 2087745.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05309, over 6615.67 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3398, pruned_loss=0.1035, over 2475283.85 frames. utt_duration=414.1 frames, utt_pad_proportion=0.08362, over 23995.99 utterances.], batch size: 70, lr: 4.42e-04
2022-08-24 16:52:58,615 INFO [train.py:927] (0/8) Epoch 8, batch 3900, giga_loss[loss=0.2293, simple_loss=0.3129, pruned_loss=0.07284, over 12429.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3393, pruned_loss=0.1017, over 2474691.68 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08604, over 23147.57 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06238, over 2095699.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05777, over 6714.01 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3412, pruned_loss=0.1039, over 2475410.64 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08419, over 24387.34 utterances.], batch size: 105, lr: 4.42e-04
2022-08-24 16:54:48,109 INFO [train.py:927] (0/8) Epoch 8, batch 3950, giga_loss[loss=0.2268, simple_loss=0.3069, pruned_loss=0.07338, over 12442.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03027, over 80.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3359, pruned_loss=0.09696, over 2473949.57 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07907, over 21908.18 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2998, pruned_loss=0.06257, over 2104322.68 frames. utt_duration=1255 frames, utt_pad_proportion=0.05658, over 6713.10 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3382, pruned_loss=0.09943, over 2475225.44 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07834, over 23256.37 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 16:56:33,983 INFO [train.py:927] (0/8) Epoch 8, batch 4000, libri_loss[loss=0.1985, simple_loss=0.2855, pruned_loss=0.05577, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006545, over 32.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3313, pruned_loss=0.09337, over 2473328.02 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08069, over 21706.43 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2991, pruned_loss=0.06234, over 2116804.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05515, over 6716.30 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3347, pruned_loss=0.09658, over 2474588.28 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08065, over 23276.21 utterances.], batch size: 32, lr: 4.42e-04
2022-08-24 16:58:20,488 INFO [train.py:927] (0/8) Epoch 8, batch 4050, giga_loss[loss=0.2619, simple_loss=0.3331, pruned_loss=0.09537, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3291, pruned_loss=0.09159, over 2474180.49 frames. utt_duration=468 frames, utt_pad_proportion=0.07783, over 21214.32 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2988, pruned_loss=0.06219, over 2120227.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.0547, over 6713.13 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3323, pruned_loss=0.09447, over 2475280.15 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07814, over 22573.91 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:00:17,645 INFO [train.py:927] (0/8) Epoch 8, batch 4100, giga_loss[loss=0.2204, simple_loss=0.3166, pruned_loss=0.06209, over 12337.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03368, over 58.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09049, over 2473970.78 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07559, over 20783.95 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06211, over 2125431.31 frames. utt_duration=1268 frames, utt_pad_proportion=0.05399, over 6710.47 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3311, pruned_loss=0.0932, over 2474902.76 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07625, over 22051.39 utterances.], batch size: 58, lr: 4.42e-04
2022-08-24 17:02:04,548 INFO [train.py:927] (0/8) Epoch 8, batch 4150, libri_loss[loss=0.1528, simple_loss=0.2398, pruned_loss=0.03291, over 12304.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008652, over 28.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08814, over 2474131.85 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07205, over 20534.12 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06197, over 2135596.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.0526, over 6712.15 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3311, pruned_loss=0.09119, over 2475015.80 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07335, over 21946.34 utterances.], batch size: 28, lr: 4.42e-04
2022-08-24 17:03:50,923 INFO [train.py:927] (0/8) Epoch 8, batch 4200, giga_loss[loss=0.2613, simple_loss=0.3405, pruned_loss=0.09104, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3271, pruned_loss=0.08759, over 2474266.44 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06955, over 20192.82 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06195, over 2145524.06 frames. utt_duration=1277 frames, utt_pad_proportion=0.05123, over 6726.75 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3306, pruned_loss=0.09077, over 2475061.85 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07133, over 21692.49 utterances.], batch size: 113, lr: 4.42e-04
2022-08-24 17:05:38,784 INFO [train.py:927] (0/8) Epoch 8, batch 4250, giga_loss[loss=0.2575, simple_loss=0.3145, pruned_loss=0.1002, over 12367.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2036, over 369.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.325, pruned_loss=0.08721, over 2474118.85 frames. utt_duration=485 frames, utt_pad_proportion=0.07027, over 20465.86 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2985, pruned_loss=0.06184, over 2152248.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.0504, over 6724.30 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3283, pruned_loss=0.09026, over 2474567.99 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07193, over 21889.76 utterances.], batch size: 369, lr: 4.42e-04
2022-08-24 17:07:28,447 INFO [train.py:927] (0/8) Epoch 8, batch 4300, giga_loss[loss=0.2638, simple_loss=0.3309, pruned_loss=0.09832, over 12370.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3237, pruned_loss=0.08645, over 2473988.43 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0727, over 20843.79 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06197, over 2155513.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.05006, over 6743.01 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3264, pruned_loss=0.08896, over 2474298.35 frames. utt_duration=450.2 frames, utt_pad_proportion=0.074, over 22056.52 utterances.], batch size: 161, lr: 4.42e-04
2022-08-24 17:09:13,534 INFO [train.py:927] (0/8) Epoch 8, batch 4350, giga_loss[loss=0.2438, simple_loss=0.3254, pruned_loss=0.08106, over 12359.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03485, over 80.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3224, pruned_loss=0.08465, over 2474298.69 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07208, over 20495.86 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2993, pruned_loss=0.06215, over 2160229.56 frames. utt_duration=1280 frames, utt_pad_proportion=0.04949, over 6758.75 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3244, pruned_loss=0.08682, over 2474578.62 frames. utt_duration=459 frames, utt_pad_proportion=0.07344, over 21631.22 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:11:01,993 INFO [train.py:927] (0/8) Epoch 8, batch 4400, giga_loss[loss=0.2351, simple_loss=0.3144, pruned_loss=0.07785, over 12443.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3213, pruned_loss=0.08425, over 2474132.74 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07414, over 20646.11 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2997, pruned_loss=0.0622, over 2166112.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.04861, over 6760.54 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08637, over 2474702.63 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07554, over 21816.49 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:12:48,676 INFO [train.py:927] (0/8) Epoch 8, batch 4450, giga_loss[loss=0.2643, simple_loss=0.3364, pruned_loss=0.09613, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03445, over 62.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08387, over 2474118.86 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07309, over 20487.55 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06216, over 2171845.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.04781, over 6756.38 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3216, pruned_loss=0.08597, over 2474912.46 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07466, over 21670.71 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 17:14:36,317 INFO [train.py:927] (0/8) Epoch 8, batch 4500, libri_loss[loss=0.1859, simple_loss=0.2751, pruned_loss=0.0484, over 12427.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006311, over 30.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08331, over 2474369.90 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06827, over 20205.12 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06199, over 2174758.06 frames. utt_duration=1291 frames, utt_pad_proportion=0.04747, over 6747.84 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08529, over 2475075.66 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06991, over 21268.26 utterances.], batch size: 30, lr: 4.42e-04
2022-08-24 17:16:22,919 INFO [train.py:927] (0/8) Epoch 8, batch 4550, giga_loss[loss=0.2112, simple_loss=0.3051, pruned_loss=0.05862, over 12396.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02614, over 70.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3175, pruned_loss=0.083, over 2474361.74 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06876, over 20240.57 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2999, pruned_loss=0.0623, over 2182064.71 frames. utt_duration=1279 frames, utt_pad_proportion=0.05123, over 6834.85 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08482, over 2475032.34 frames. utt_duration=466 frames, utt_pad_proportion=0.06914, over 21312.58 utterances.], batch size: 70, lr: 4.41e-04
2022-08-24 17:18:05,685 INFO [train.py:927] (0/8) Epoch 8, batch 4600, giga_loss[loss=0.2437, simple_loss=0.327, pruned_loss=0.08018, over 12346.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03288, over 58.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08107, over 2474567.34 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06821, over 19362.01 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06235, over 2197071.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.04895, over 6834.13 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08351, over 2475778.79 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06953, over 20897.63 utterances.], batch size: 58, lr: 4.41e-04
2022-08-24 17:19:51,331 INFO [train.py:927] (0/8) Epoch 8, batch 4650, giga_loss[loss=0.2249, simple_loss=0.3096, pruned_loss=0.07006, over 12353.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 122.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3165, pruned_loss=0.08147, over 2474864.70 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06954, over 19943.93 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2995, pruned_loss=0.06223, over 2203642.88 frames. utt_duration=1292 frames, utt_pad_proportion=0.04791, over 6829.25 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.08392, over 2476095.02 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07092, over 21444.93 utterances.], batch size: 122, lr: 4.41e-04
2022-08-24 17:21:36,345 INFO [train.py:927] (0/8) Epoch 8, batch 4700, giga_loss[loss=0.3511, simple_loss=0.383, pruned_loss=0.1596, over 12375.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08388, over 2474916.84 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07284, over 20525.14 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06219, over 2211286.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.04672, over 6823.42 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3211, pruned_loss=0.0864, over 2476224.47 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07426, over 22090.12 utterances.], batch size: 259, lr: 4.41e-04
2022-08-24 17:23:20,111 INFO [train.py:927] (0/8) Epoch 8, batch 4750, giga_loss[loss=0.3012, simple_loss=0.3487, pruned_loss=0.1268, over 12385.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07493, over 213.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3196, pruned_loss=0.08543, over 2474162.03 frames. utt_duration=476 frames, utt_pad_proportion=0.07599, over 20854.65 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2989, pruned_loss=0.06223, over 2221361.91 frames. utt_duration=1288 frames, utt_pad_proportion=0.05047, over 6906.86 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3225, pruned_loss=0.08824, over 2475488.92 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07622, over 22545.97 utterances.], batch size: 213, lr: 4.41e-04
2022-08-24 17:25:04,479 INFO [train.py:927] (0/8) Epoch 8, batch 4800, libri_loss[loss=0.2071, simple_loss=0.2997, pruned_loss=0.05725, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01302, over 40.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3181, pruned_loss=0.08456, over 2473724.85 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07105, over 20154.02 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.299, pruned_loss=0.06222, over 2228652.71 frames. utt_duration=1287 frames, utt_pad_proportion=0.0503, over 6935.10 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.321, pruned_loss=0.08748, over 2474981.06 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07186, over 21871.80 utterances.], batch size: 40, lr: 4.41e-04
2022-08-24 17:26:47,719 INFO [train.py:927] (0/8) Epoch 8, batch 4850, giga_loss[loss=0.2898, simple_loss=0.3457, pruned_loss=0.1169, over 12343.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3184, pruned_loss=0.0838, over 2473588.71 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07114, over 20344.33 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2991, pruned_loss=0.06234, over 2235776.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04932, over 6953.69 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3212, pruned_loss=0.08666, over 2474746.88 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07222, over 22067.17 utterances.], batch size: 370, lr: 4.41e-04
2022-08-24 17:28:34,500 INFO [train.py:927] (0/8) Epoch 8, batch 4900, giga_loss[loss=0.2627, simple_loss=0.3219, pruned_loss=0.1018, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07239, over 212.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08271, over 2472880.93 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07626, over 20325.53 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2993, pruned_loss=0.06248, over 2242650.42 frames. utt_duration=1275 frames, utt_pad_proportion=0.05377, over 7041.59 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3193, pruned_loss=0.08544, over 2473945.23 frames. utt_duration=451.8 frames, utt_pad_proportion=0.0758, over 21972.54 utterances.], batch size: 212, lr: 4.41e-04
2022-08-24 17:30:18,589 INFO [train.py:927] (0/8) Epoch 8, batch 4950, giga_loss[loss=0.3312, simple_loss=0.3691, pruned_loss=0.1466, over 12397.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3161, pruned_loss=0.08262, over 2473063.07 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07632, over 20274.32 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2991, pruned_loss=0.06234, over 2253364.70 frames. utt_duration=1280 frames, utt_pad_proportion=0.05169, over 7048.36 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3191, pruned_loss=0.08587, over 2474467.79 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07683, over 22210.68 utterances.], batch size: 260, lr: 4.41e-04
2022-08-24 17:32:06,111 INFO [train.py:927] (0/8) Epoch 8, batch 5000, giga_loss[loss=0.2413, simple_loss=0.3269, pruned_loss=0.0778, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03518, over 26.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3194, pruned_loss=0.08366, over 2473556.60 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07571, over 20332.94 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2996, pruned_loss=0.06255, over 2260637.50 frames. utt_duration=1285 frames, utt_pad_proportion=0.05021, over 7045.90 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3219, pruned_loss=0.08672, over 2474911.92 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07681, over 22304.96 utterances.], batch size: 26, lr: 4.41e-04
2022-08-24 17:33:49,816 INFO [train.py:927] (0/8) Epoch 8, batch 5050, giga_loss[loss=0.2546, simple_loss=0.3414, pruned_loss=0.08395, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3217, pruned_loss=0.08323, over 2473491.52 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0751, over 20272.13 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06242, over 2266466.20 frames. utt_duration=1284 frames, utt_pad_proportion=0.04979, over 7066.39 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3244, pruned_loss=0.08638, over 2475007.99 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0764, over 22201.37 utterances.], batch size: 122, lr: 4.41e-04
2022-08-24 17:35:34,185 INFO [train.py:927] (0/8) Epoch 8, batch 5100, libri_loss[loss=0.2121, simple_loss=0.3084, pruned_loss=0.05793, over 12141.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006458, over 35.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3241, pruned_loss=0.08529, over 2473852.15 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0726, over 20447.84 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06246, over 2269331.13 frames. utt_duration=1286 frames, utt_pad_proportion=0.04916, over 7064.39 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3265, pruned_loss=0.08804, over 2475270.85 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07409, over 22155.97 utterances.], batch size: 35, lr: 4.41e-04
2022-08-24 17:37:21,297 INFO [train.py:927] (0/8) Epoch 8, batch 5150, giga_loss[loss=0.2437, simple_loss=0.3163, pruned_loss=0.08553, over 12336.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02469, over 45.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3244, pruned_loss=0.08633, over 2473991.34 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07308, over 20312.72 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06263, over 2278655.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04749, over 7072.97 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3273, pruned_loss=0.08938, over 2474882.74 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07507, over 22236.65 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:39:05,965 INFO [train.py:927] (0/8) Epoch 8, batch 5200, giga_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07476, over 12219.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03187, over 39.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3215, pruned_loss=0.08487, over 2474127.43 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07766, over 20442.09 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06241, over 2286139.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.04625, over 7086.81 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3248, pruned_loss=0.08832, over 2475051.72 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07948, over 22437.94 utterances.], batch size: 39, lr: 4.41e-04
2022-08-24 17:40:54,244 INFO [train.py:927] (0/8) Epoch 8, batch 5250, giga_loss[loss=0.2692, simple_loss=0.3243, pruned_loss=0.107, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1993, over 367.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3224, pruned_loss=0.0857, over 2474512.04 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0783, over 20774.86 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06243, over 2288873.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.04572, over 7095.44 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.08871, over 2475305.92 frames. utt_duration=441 frames, utt_pad_proportion=0.07998, over 22524.39 utterances.], batch size: 367, lr: 4.41e-04
2022-08-24 17:42:39,022 INFO [train.py:927] (0/8) Epoch 8, batch 5300, giga_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08521, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03517, over 104.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08678, over 2474419.83 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07901, over 21437.60 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3008, pruned_loss=0.06264, over 2292375.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.04531, over 7097.55 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3239, pruned_loss=0.08945, over 2475223.90 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08059, over 23095.89 utterances.], batch size: 104, lr: 4.41e-04
2022-08-24 17:44:23,259 INFO [train.py:927] (0/8) Epoch 8, batch 5350, giga_loss[loss=0.2836, simple_loss=0.3526, pruned_loss=0.1073, over 12389.00 frames. utt_duration=343.3 frames, utt_pad_proportion=0.03842, over 145.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3234, pruned_loss=0.08739, over 2474869.36 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07512, over 21610.07 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3011, pruned_loss=0.06285, over 2295251.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.04479, over 7111.99 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3248, pruned_loss=0.08965, over 2475362.55 frames. utt_duration=430 frames, utt_pad_proportion=0.07689, over 23105.20 utterances.], batch size: 145, lr: 4.41e-04
2022-08-24 17:46:10,326 INFO [train.py:927] (0/8) Epoch 8, batch 5400, giga_loss[loss=0.2282, simple_loss=0.3021, pruned_loss=0.07713, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.0257, over 48.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08664, over 2474747.91 frames. utt_duration=469 frames, utt_pad_proportion=0.07323, over 21171.43 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3004, pruned_loss=0.06244, over 2300451.61 frames. utt_duration=1293 frames, utt_pad_proportion=0.04465, over 7124.52 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3249, pruned_loss=0.08945, over 2475265.67 frames. utt_duration=436.8 frames, utt_pad_proportion=0.0751, over 22744.91 utterances.], batch size: 48, lr: 4.41e-04
2022-08-24 17:47:55,131 INFO [train.py:927] (0/8) Epoch 8, batch 5450, giga_loss[loss=0.2693, simple_loss=0.3528, pruned_loss=0.09287, over 12319.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3238, pruned_loss=0.08663, over 2474841.16 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07283, over 21381.07 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3004, pruned_loss=0.06254, over 2304629.30 frames. utt_duration=1298 frames, utt_pad_proportion=0.0438, over 7110.61 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3262, pruned_loss=0.08935, over 2475390.47 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07479, over 22983.95 utterances.], batch size: 85, lr: 4.40e-04
2022-08-24 17:48:54,589 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-190000.pt
2022-08-24 17:49:46,314 INFO [train.py:927] (0/8) Epoch 8, batch 5500, giga_loss[loss=0.2611, simple_loss=0.3449, pruned_loss=0.08869, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03648, over 105.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3256, pruned_loss=0.08625, over 2474823.72 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07412, over 21133.28 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3007, pruned_loss=0.06261, over 2310980.26 frames. utt_duration=1293 frames, utt_pad_proportion=0.04395, over 7159.07 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3281, pruned_loss=0.0892, over 2475539.70 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07599, over 22882.31 utterances.], batch size: 105, lr: 4.40e-04
2022-08-24 17:51:28,906 INFO [train.py:927] (0/8) Epoch 8, batch 5550, giga_loss[loss=0.2557, simple_loss=0.3347, pruned_loss=0.0884, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3268, pruned_loss=0.08689, over 2474586.60 frames. utt_duration=493 frames, utt_pad_proportion=0.06809, over 20138.98 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3008, pruned_loss=0.06271, over 2313466.70 frames. utt_duration=1291 frames, utt_pad_proportion=0.04387, over 7176.55 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.329, pruned_loss=0.08947, over 2475099.26 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0702, over 21691.11 utterances.], batch size: 146, lr: 4.40e-04
2022-08-24 17:53:14,158 INFO [train.py:927] (0/8) Epoch 8, batch 5600, giga_loss[loss=0.2556, simple_loss=0.3312, pruned_loss=0.09003, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3274, pruned_loss=0.08785, over 2474087.54 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06898, over 20077.52 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.301, pruned_loss=0.06312, over 2317911.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.04754, over 7245.38 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3297, pruned_loss=0.09027, over 2474804.89 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06991, over 21612.34 utterances.], batch size: 183, lr: 4.40e-04
2022-08-24 17:54:59,609 INFO [train.py:927] (0/8) Epoch 8, batch 5650, giga_loss[loss=0.2077, simple_loss=0.3015, pruned_loss=0.05693, over 12407.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03707, over 40.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3262, pruned_loss=0.08557, over 2474243.82 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06565, over 19753.48 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3008, pruned_loss=0.06298, over 2321640.32 frames. utt_duration=1285 frames, utt_pad_proportion=0.04662, over 7234.23 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3288, pruned_loss=0.08815, over 2474958.13 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06707, over 21276.87 utterances.], batch size: 40, lr: 4.40e-04
2022-08-24 17:56:47,217 INFO [train.py:927] (0/8) Epoch 8, batch 5700, libri_loss[loss=0.2392, simple_loss=0.329, pruned_loss=0.07475, over 12452.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005942, over 35.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3276, pruned_loss=0.08604, over 2473700.14 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07086, over 20069.50 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3014, pruned_loss=0.06338, over 2324151.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05218, over 7346.00 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3295, pruned_loss=0.08805, over 2474044.95 frames. utt_duration=465 frames, utt_pad_proportion=0.07019, over 21349.50 utterances.], batch size: 35, lr: 4.40e-04
2022-08-24 17:58:33,499 INFO [train.py:927] (0/8) Epoch 8, batch 5750, giga_loss[loss=0.25, simple_loss=0.334, pruned_loss=0.08296, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03375, over 85.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3272, pruned_loss=0.08579, over 2474819.62 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07091, over 20149.62 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3027, pruned_loss=0.06342, over 2325815.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05175, over 7347.55 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3279, pruned_loss=0.08752, over 2474947.65 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07055, over 21261.66 utterances.], batch size: 85, lr: 4.40e-04
2022-08-24 18:00:20,504 INFO [train.py:927] (0/8) Epoch 8, batch 5800, giga_loss[loss=0.2119, simple_loss=0.2928, pruned_loss=0.06551, over 12452.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03091, over 55.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3248, pruned_loss=0.08562, over 2474022.38 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06932, over 20017.68 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3026, pruned_loss=0.06344, over 2328464.33 frames. utt_duration=1270 frames, utt_pad_proportion=0.051, over 7342.64 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3258, pruned_loss=0.0874, over 2474396.70 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06948, over 21139.09 utterances.], batch size: 55, lr: 4.40e-04
2022-08-24 18:02:04,231 INFO [train.py:927] (0/8) Epoch 8, batch 5850, libri_loss[loss=0.2181, simple_loss=0.3035, pruned_loss=0.06638, over 12445.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00642, over 35.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3238, pruned_loss=0.0863, over 2474358.51 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06767, over 20350.53 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3024, pruned_loss=0.06334, over 2332116.90 frames. utt_duration=1274 frames, utt_pad_proportion=0.04997, over 7332.18 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3253, pruned_loss=0.08833, over 2474613.26 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06832, over 21549.66 utterances.], batch size: 35, lr: 4.40e-04
2022-08-24 18:03:46,409 INFO [train.py:927] (0/8) Epoch 8, batch 5900, giga_loss[loss=0.2162, simple_loss=0.3017, pruned_loss=0.0654, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3207, pruned_loss=0.08347, over 2474118.48 frames. utt_duration=493.6 frames, utt_pad_proportion=0.0676, over 20108.86 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.302, pruned_loss=0.06326, over 2335169.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.04912, over 7322.86 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3227, pruned_loss=0.08564, over 2474741.26 frames. utt_duration=465 frames, utt_pad_proportion=0.06847, over 21357.17 utterances.], batch size: 91, lr: 4.40e-04
2022-08-24 18:05:34,824 INFO [train.py:927] (0/8) Epoch 8, batch 5950, giga_loss[loss=0.2315, simple_loss=0.3109, pruned_loss=0.076, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02911, over 48.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.317, pruned_loss=0.08082, over 2474769.02 frames. utt_duration=498 frames, utt_pad_proportion=0.06751, over 19935.30 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3014, pruned_loss=0.06291, over 2338754.45 frames. utt_duration=1283 frames, utt_pad_proportion=0.04823, over 7301.11 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3195, pruned_loss=0.08325, over 2475165.94 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0686, over 21229.65 utterances.], batch size: 48, lr: 4.40e-04
2022-08-24 18:07:20,887 INFO [train.py:927] (0/8) Epoch 8, batch 6000, libri_loss[loss=0.2518, simple_loss=0.3346, pruned_loss=0.08446, over 12425.00 frames. utt_duration=430 frames, utt_pad_proportion=0.3291, over 116.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.08062, over 2474893.25 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07317, over 20133.19 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3013, pruned_loss=0.06285, over 2343377.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.05251, over 7397.66 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08322, over 2475262.76 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07257, over 21505.92 utterances.], batch size: 116, lr: 4.40e-04
2022-08-24 18:07:20,911 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 18:07:35,605 INFO [train.py:967] (0/8) Epoch 8, validation: loss=0.1868, simple_loss=0.293, pruned_loss=0.0403, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 18:09:18,180 INFO [train.py:927] (0/8) Epoch 8, batch 6050, libri_loss[loss=0.2222, simple_loss=0.3067, pruned_loss=0.06882, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01137, over 28.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3156, pruned_loss=0.08052, over 2475216.41 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0691, over 19651.28 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3015, pruned_loss=0.06291, over 2344572.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05228, over 7397.64 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08267, over 2475623.99 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06897, over 20846.71 utterances.], batch size: 28, lr: 4.40e-04
2022-08-24 18:11:03,441 INFO [train.py:927] (0/8) Epoch 8, batch 6100, giga_loss[loss=0.2398, simple_loss=0.3129, pruned_loss=0.08333, over 12354.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03202, over 97.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08167, over 2475228.25 frames. utt_duration=474.8 frames, utt_pad_proportion=0.08061, over 20917.10 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3022, pruned_loss=0.06319, over 2346396.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.05619, over 7469.27 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08337, over 2475679.16 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0789, over 21972.43 utterances.], batch size: 97, lr: 4.40e-04
2022-08-24 18:12:48,809 INFO [train.py:927] (0/8) Epoch 8, batch 6150, giga_loss[loss=0.2209, simple_loss=0.2987, pruned_loss=0.0716, over 12322.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03482, over 58.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3173, pruned_loss=0.08189, over 2475378.00 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07699, over 20077.22 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3027, pruned_loss=0.06353, over 2350990.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.05561, over 7490.68 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08356, over 2475622.96 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07622, over 21319.69 utterances.], batch size: 58, lr: 4.40e-04
2022-08-24 18:14:35,823 INFO [train.py:927] (0/8) Epoch 8, batch 6200, giga_loss[loss=0.2497, simple_loss=0.3264, pruned_loss=0.08651, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08271, over 2474181.28 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07554, over 19832.28 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3024, pruned_loss=0.06385, over 2357011.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.05361, over 7472.23 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3195, pruned_loss=0.08475, over 2474950.63 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07608, over 21509.51 utterances.], batch size: 97, lr: 4.40e-04
2022-08-24 18:16:22,560 INFO [train.py:927] (0/8) Epoch 8, batch 6250, giga_loss[loss=0.2194, simple_loss=0.3034, pruned_loss=0.06774, over 12371.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08287, over 2474301.19 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07251, over 19374.80 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3019, pruned_loss=0.06387, over 2360373.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.05267, over 7465.88 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08501, over 2475046.47 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07364, over 21057.04 utterances.], batch size: 58, lr: 4.40e-04
2022-08-24 18:18:08,361 INFO [train.py:927] (0/8) Epoch 8, batch 6300, libri_loss[loss=0.226, simple_loss=0.3245, pruned_loss=0.06377, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006491, over 36.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.0818, over 2474290.64 frames. utt_duration=508 frames, utt_pad_proportion=0.06993, over 19538.15 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3019, pruned_loss=0.06375, over 2364548.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05192, over 7466.38 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3211, pruned_loss=0.08434, over 2475152.00 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07151, over 21347.30 utterances.], batch size: 36, lr: 4.39e-04
2022-08-24 18:19:56,373 INFO [train.py:927] (0/8) Epoch 8, batch 6350, giga_loss[loss=0.1982, simple_loss=0.2828, pruned_loss=0.05682, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03283, over 42.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3181, pruned_loss=0.082, over 2473960.47 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07331, over 20164.65 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06341, over 2366541.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.05095, over 7440.02 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.0847, over 2475267.53 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07474, over 21905.69 utterances.], batch size: 42, lr: 4.39e-04
2022-08-24 18:21:44,357 INFO [train.py:927] (0/8) Epoch 8, batch 6400, giga_loss[loss=0.2504, simple_loss=0.3154, pruned_loss=0.09268, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03554, over 40.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3181, pruned_loss=0.08248, over 2474578.97 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06994, over 20737.76 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06347, over 2368683.09 frames. utt_duration=1273 frames, utt_pad_proportion=0.05052, over 7449.21 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3206, pruned_loss=0.08491, over 2475609.62 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07153, over 22346.49 utterances.], batch size: 40, lr: 4.39e-04
2022-08-24 18:23:30,014 INFO [train.py:927] (0/8) Epoch 8, batch 6450, giga_loss[loss=0.2655, simple_loss=0.3424, pruned_loss=0.09431, over 12416.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04443, over 31.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08357, over 2474527.32 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0717, over 20890.86 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3012, pruned_loss=0.06348, over 2370266.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.04996, over 7443.48 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3206, pruned_loss=0.08574, over 2475343.00 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07313, over 22354.44 utterances.], batch size: 31, lr: 4.39e-04
2022-08-24 18:25:17,832 INFO [train.py:927] (0/8) Epoch 8, batch 6500, giga_loss[loss=0.238, simple_loss=0.3192, pruned_loss=0.07837, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08355, over 2474188.57 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06967, over 20109.97 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3014, pruned_loss=0.06355, over 2372694.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.05419, over 7542.74 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3206, pruned_loss=0.08567, over 2474958.98 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07, over 21484.10 utterances.], batch size: 91, lr: 4.39e-04
2022-08-24 18:27:01,421 INFO [train.py:927] (0/8) Epoch 8, batch 6550, giga_loss[loss=0.2514, simple_loss=0.3238, pruned_loss=0.08954, over 12338.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02555, over 45.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3214, pruned_loss=0.08583, over 2475035.31 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06496, over 20148.85 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3011, pruned_loss=0.06348, over 2374781.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05337, over 7528.07 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08795, over 2475582.67 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06581, over 21477.38 utterances.], batch size: 45, lr: 4.39e-04
2022-08-24 18:28:45,354 INFO [train.py:927] (0/8) Epoch 8, batch 6600, giga_loss[loss=0.2282, simple_loss=0.2984, pruned_loss=0.07903, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03054, over 39.00 utterances.], tot_loss[loss=0.248, simple_loss=0.322, pruned_loss=0.087, over 2474352.86 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06393, over 19652.02 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3017, pruned_loss=0.06366, over 2376849.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05258, over 7533.54 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3236, pruned_loss=0.08893, over 2474721.90 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06499, over 20918.82 utterances.], batch size: 39, lr: 4.39e-04
2022-08-24 18:30:30,734 INFO [train.py:927] (0/8) Epoch 8, batch 6650, giga_loss[loss=0.2534, simple_loss=0.3275, pruned_loss=0.08966, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.0278, over 91.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08653, over 2474164.10 frames. utt_duration=521 frames, utt_pad_proportion=0.06103, over 19049.07 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3011, pruned_loss=0.06341, over 2380570.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.05133, over 7516.36 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3243, pruned_loss=0.08918, over 2474544.72 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06264, over 20530.89 utterances.], batch size: 91, lr: 4.39e-04
2022-08-24 18:32:15,711 INFO [train.py:927] (0/8) Epoch 8, batch 6700, libri_loss[loss=0.1963, simple_loss=0.2779, pruned_loss=0.0573, over 12197.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008105, over 30.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3217, pruned_loss=0.08627, over 2473987.91 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06248, over 18982.80 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.301, pruned_loss=0.06346, over 2383915.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.04972, over 7491.13 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08922, over 2474615.74 frames. utt_duration=481 frames, utt_pad_proportion=0.06441, over 20643.43 utterances.], batch size: 30, lr: 4.39e-04
2022-08-24 18:34:01,012 INFO [train.py:927] (0/8) Epoch 8, batch 6750, giga_loss[loss=0.2461, simple_loss=0.3228, pruned_loss=0.08467, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0356, over 105.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08765, over 2474505.19 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06347, over 19099.40 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3007, pruned_loss=0.06325, over 2385856.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.04894, over 7477.41 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3261, pruned_loss=0.09057, over 2474881.63 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06523, over 20624.09 utterances.], batch size: 105, lr: 4.39e-04
2022-08-24 18:35:45,792 INFO [train.py:927] (0/8) Epoch 8, batch 6800, giga_loss[loss=0.2319, simple_loss=0.3178, pruned_loss=0.07296, over 12393.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02905, over 58.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3242, pruned_loss=0.08797, over 2474950.17 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06476, over 19472.20 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3007, pruned_loss=0.06341, over 2390305.67 frames. utt_duration=1283 frames, utt_pad_proportion=0.04729, over 7463.17 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3275, pruned_loss=0.09119, over 2474782.35 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06674, over 21180.16 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:37:27,922 INFO [train.py:927] (0/8) Epoch 8, batch 6850, giga_loss[loss=0.2416, simple_loss=0.3105, pruned_loss=0.08629, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3231, pruned_loss=0.08666, over 2474478.44 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06335, over 19358.80 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06338, over 2392666.25 frames. utt_duration=1282 frames, utt_pad_proportion=0.04708, over 7473.32 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3263, pruned_loss=0.08992, over 2474482.85 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06527, over 21042.98 utterances.], batch size: 86, lr: 4.39e-04
2022-08-24 18:39:11,079 INFO [train.py:927] (0/8) Epoch 8, batch 6900, libri_loss[loss=0.2301, simple_loss=0.3064, pruned_loss=0.07686, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 35.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3226, pruned_loss=0.08653, over 2474392.57 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06556, over 19629.81 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06339, over 2395819.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.04666, over 7487.04 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.326, pruned_loss=0.09001, over 2474414.78 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06733, over 21437.34 utterances.], batch size: 35, lr: 4.39e-04
2022-08-24 18:40:57,915 INFO [train.py:927] (0/8) Epoch 8, batch 6950, libri_loss[loss=0.2136, simple_loss=0.2849, pruned_loss=0.07114, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 30.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08745, over 2474322.96 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06611, over 19791.32 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3008, pruned_loss=0.06354, over 2397643.37 frames. utt_duration=1281 frames, utt_pad_proportion=0.04622, over 7493.72 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.09066, over 2474480.57 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06779, over 21523.90 utterances.], batch size: 30, lr: 4.39e-04
2022-08-24 18:42:47,433 INFO [train.py:927] (0/8) Epoch 8, batch 7000, giga_loss[loss=0.2549, simple_loss=0.335, pruned_loss=0.08743, over 12419.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08856, over 2474671.79 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07329, over 20789.56 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06339, over 2398639.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.0457, over 7479.39 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3275, pruned_loss=0.09156, over 2474928.85 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07439, over 22354.53 utterances.], batch size: 123, lr: 4.39e-04
2022-08-24 18:44:32,085 INFO [train.py:927] (0/8) Epoch 8, batch 7050, giga_loss[loss=0.2601, simple_loss=0.3319, pruned_loss=0.09414, over 12449.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03506, over 105.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3251, pruned_loss=0.08841, over 2474597.58 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07031, over 20501.88 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3009, pruned_loss=0.06327, over 2400356.18 frames. utt_duration=1284 frames, utt_pad_proportion=0.04567, over 7484.84 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09161, over 2475312.71 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07163, over 22106.75 utterances.], batch size: 105, lr: 4.39e-04
2022-08-24 18:46:16,083 INFO [train.py:927] (0/8) Epoch 8, batch 7100, giga_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.0679, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02951, over 55.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3233, pruned_loss=0.08686, over 2474255.14 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07023, over 19978.52 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.0631, over 2401560.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.04485, over 7459.00 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3262, pruned_loss=0.09011, over 2475398.31 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07174, over 21568.37 utterances.], batch size: 55, lr: 4.39e-04
2022-08-24 18:47:57,912 INFO [train.py:927] (0/8) Epoch 8, batch 7150, giga_loss[loss=0.1958, simple_loss=0.2801, pruned_loss=0.05581, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04556, over 34.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3234, pruned_loss=0.08652, over 2474307.45 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06933, over 20041.77 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.301, pruned_loss=0.06308, over 2403178.13 frames. utt_duration=1292 frames, utt_pad_proportion=0.04398, over 7447.63 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08965, over 2475380.62 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07105, over 21600.79 utterances.], batch size: 34, lr: 4.38e-04
2022-08-24 18:49:44,562 INFO [train.py:927] (0/8) Epoch 8, batch 7200, giga_loss[loss=0.2149, simple_loss=0.2989, pruned_loss=0.0655, over 12480.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08623, over 2473877.39 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07412, over 20434.51 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3008, pruned_loss=0.06293, over 2403953.97 frames. utt_duration=1294 frames, utt_pad_proportion=0.04347, over 7436.95 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3244, pruned_loss=0.0891, over 2474961.59 frames. utt_duration=455 frames, utt_pad_proportion=0.07541, over 21828.16 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 18:51:31,818 INFO [train.py:927] (0/8) Epoch 8, batch 7250, giga_loss[loss=0.2474, simple_loss=0.3146, pruned_loss=0.09007, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03313, over 97.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.08573, over 2474453.74 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07103, over 20454.60 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3009, pruned_loss=0.06294, over 2404657.28 frames. utt_duration=1295 frames, utt_pad_proportion=0.04312, over 7436.58 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3217, pruned_loss=0.08819, over 2475308.34 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07242, over 21668.58 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 18:53:20,231 INFO [train.py:927] (0/8) Epoch 8, batch 7300, giga_loss[loss=0.2905, simple_loss=0.3524, pruned_loss=0.1143, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07334, over 212.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3186, pruned_loss=0.08573, over 2474961.13 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0726, over 20753.91 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06304, over 2406064.49 frames. utt_duration=1281 frames, utt_pad_proportion=0.0469, over 7521.68 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3203, pruned_loss=0.088, over 2475623.69 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07264, over 21875.22 utterances.], batch size: 212, lr: 4.38e-04
2022-08-24 18:55:08,397 INFO [train.py:927] (0/8) Epoch 8, batch 7350, giga_loss[loss=0.2166, simple_loss=0.3103, pruned_loss=0.06147, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03995, over 113.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3177, pruned_loss=0.08312, over 2474934.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07045, over 21013.31 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.06286, over 2408052.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.04581, over 7517.57 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3198, pruned_loss=0.08577, over 2475821.98 frames. utt_duration=445 frames, utt_pad_proportion=0.07113, over 22328.47 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 18:56:53,538 INFO [train.py:927] (0/8) Epoch 8, batch 7400, giga_loss[loss=0.257, simple_loss=0.3344, pruned_loss=0.08981, over 12423.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07179, over 212.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.08037, over 2475805.41 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07275, over 22679.34 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3011, pruned_loss=0.06283, over 2408939.88 frames. utt_duration=1282 frames, utt_pad_proportion=0.04564, over 7526.85 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08274, over 2476599.64 frames. utt_duration=416.1 frames, utt_pad_proportion=0.0733, over 23889.72 utterances.], batch size: 212, lr: 4.38e-04
2022-08-24 18:58:40,651 INFO [train.py:927] (0/8) Epoch 8, batch 7450, giga_loss[loss=0.2002, simple_loss=0.2964, pruned_loss=0.05204, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3146, pruned_loss=0.07764, over 2476267.33 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07134, over 22975.89 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3013, pruned_loss=0.06278, over 2410655.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04479, over 7524.80 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3161, pruned_loss=0.07994, over 2476838.74 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07227, over 24295.19 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 18:59:40,274 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-192000.pt
2022-08-24 19:00:30,812 INFO [train.py:927] (0/8) Epoch 8, batch 7500, libri_loss[loss=0.1755, simple_loss=0.264, pruned_loss=0.0435, over 12382.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.009313, over 30.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3146, pruned_loss=0.07551, over 2475997.29 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07168, over 22509.49 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3015, pruned_loss=0.06268, over 2413430.60 frames. utt_duration=1274 frames, utt_pad_proportion=0.04956, over 7586.11 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3162, pruned_loss=0.07802, over 2476550.86 frames. utt_duration=411.6 frames, utt_pad_proportion=0.0715, over 24151.81 utterances.], batch size: 30, lr: 4.38e-04
2022-08-24 19:02:14,643 INFO [train.py:927] (0/8) Epoch 8, batch 7550, giga_loss[loss=0.2347, simple_loss=0.3079, pruned_loss=0.0807, over 12344.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3116, pruned_loss=0.07328, over 2475950.57 frames. utt_duration=431.9 frames, utt_pad_proportion=0.0716, over 23008.41 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3012, pruned_loss=0.06261, over 2414567.34 frames. utt_duration=1277 frames, utt_pad_proportion=0.04879, over 7571.50 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3133, pruned_loss=0.07555, over 2476500.52 frames. utt_duration=404.2 frames, utt_pad_proportion=0.0718, over 24594.98 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 19:03:57,902 INFO [train.py:927] (0/8) Epoch 8, batch 7600, giga_loss[loss=0.2232, simple_loss=0.3084, pruned_loss=0.06895, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03317, over 97.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07236, over 2475948.25 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07068, over 23696.38 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3012, pruned_loss=0.06269, over 2415476.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.04804, over 7566.16 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3113, pruned_loss=0.07427, over 2476657.09 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07118, over 25228.81 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 19:05:43,832 INFO [train.py:927] (0/8) Epoch 8, batch 7650, giga_loss[loss=0.1978, simple_loss=0.2909, pruned_loss=0.05235, over 12345.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03028, over 70.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3072, pruned_loss=0.07002, over 2475742.44 frames. utt_duration=426 frames, utt_pad_proportion=0.07041, over 23325.47 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06241, over 2416485.26 frames. utt_duration=1285 frames, utt_pad_proportion=0.04721, over 7532.39 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3092, pruned_loss=0.072, over 2476769.38 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07121, over 24953.54 utterances.], batch size: 70, lr: 4.38e-04
2022-08-24 19:07:26,870 INFO [train.py:927] (0/8) Epoch 8, batch 7700, libri_loss[loss=0.1917, simple_loss=0.2849, pruned_loss=0.04922, over 12265.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008619, over 37.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3034, pruned_loss=0.06723, over 2475723.42 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07194, over 23267.71 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3004, pruned_loss=0.06243, over 2418236.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.0504, over 7585.18 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3053, pruned_loss=0.06899, over 2476836.73 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07186, over 25036.55 utterances.], batch size: 37, lr: 4.38e-04
2022-08-24 19:09:12,486 INFO [train.py:927] (0/8) Epoch 8, batch 7750, giga_loss[loss=0.215, simple_loss=0.3028, pruned_loss=0.0636, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04236, over 133.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.06624, over 2475340.81 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07452, over 24004.66 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3003, pruned_loss=0.06228, over 2419051.12 frames. utt_duration=1275 frames, utt_pad_proportion=0.05034, over 7600.34 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3026, pruned_loss=0.06788, over 2476795.97 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07453, over 25782.22 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:11:04,802 INFO [train.py:927] (0/8) Epoch 8, batch 7800, giga_loss[loss=0.2229, simple_loss=0.3158, pruned_loss=0.06496, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02218, over 54.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06549, over 2475141.20 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07457, over 23911.37 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2997, pruned_loss=0.06194, over 2420720.25 frames. utt_duration=1282 frames, utt_pad_proportion=0.04906, over 7562.73 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3022, pruned_loss=0.06723, over 2476538.34 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07513, over 25888.85 utterances.], batch size: 54, lr: 4.38e-04
2022-08-24 19:13:09,065 INFO [train.py:927] (0/8) Epoch 8, batch 7850, giga_loss[loss=0.211, simple_loss=0.2996, pruned_loss=0.06116, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02974, over 42.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.301, pruned_loss=0.06492, over 2475354.60 frames. utt_duration=410 frames, utt_pad_proportion=0.0751, over 24229.58 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3006, pruned_loss=0.06245, over 2421906.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05284, over 7626.83 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3017, pruned_loss=0.06593, over 2476615.79 frames. utt_duration=381 frames, utt_pad_proportion=0.07465, over 26098.29 utterances.], batch size: 42, lr: 4.38e-04
2022-08-24 19:15:08,127 INFO [train.py:927] (0/8) Epoch 8, batch 7900, giga_loss[loss=0.1901, simple_loss=0.2803, pruned_loss=0.04992, over 12382.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0307, over 122.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2993, pruned_loss=0.0634, over 2476252.02 frames. utt_duration=427 frames, utt_pad_proportion=0.07134, over 23269.67 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06244, over 2423278.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05364, over 7669.22 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2999, pruned_loss=0.06424, over 2477222.28 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07114, over 25093.95 utterances.], batch size: 122, lr: 4.38e-04
2022-08-24 19:17:18,395 INFO [train.py:927] (0/8) Epoch 8, batch 7950, giga_loss[loss=0.2176, simple_loss=0.298, pruned_loss=0.06857, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04348, over 147.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2979, pruned_loss=0.06199, over 2476467.26 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0697, over 23678.03 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3004, pruned_loss=0.06237, over 2424320.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05289, over 7667.80 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2984, pruned_loss=0.06273, over 2477242.87 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06994, over 25396.67 utterances.], batch size: 147, lr: 4.38e-04
2022-08-24 19:19:16,216 INFO [train.py:927] (0/8) Epoch 8, batch 8000, giga_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05417, over 12433.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03827, over 133.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2959, pruned_loss=0.06155, over 2476680.66 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06592, over 23182.65 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3, pruned_loss=0.06242, over 2426454.06 frames. utt_duration=1274 frames, utt_pad_proportion=0.0515, over 7628.91 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2965, pruned_loss=0.06207, over 2477712.59 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06697, over 25357.00 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:21:10,966 INFO [train.py:927] (0/8) Epoch 8, batch 8050, giga_loss[loss=0.2287, simple_loss=0.318, pruned_loss=0.06973, over 12466.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02848, over 80.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06132, over 2477655.58 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06843, over 23410.18 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3004, pruned_loss=0.0625, over 2427579.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05507, over 7702.48 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2961, pruned_loss=0.06165, over 2478362.12 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06819, over 25355.68 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:23:26,331 INFO [train.py:927] (0/8) Epoch 8, batch 8100, giga_loss[loss=0.1739, simple_loss=0.2642, pruned_loss=0.04182, over 12363.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02943, over 70.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.06079, over 2477421.26 frames. utt_duration=420.2 frames, utt_pad_proportion=0.0677, over 23655.88 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3002, pruned_loss=0.06234, over 2428950.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05353, over 7688.73 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2963, pruned_loss=0.06116, over 2478537.64 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06812, over 25796.44 utterances.], batch size: 70, lr: 4.37e-04
2022-08-24 19:25:25,828 INFO [train.py:927] (0/8) Epoch 8, batch 8150, giga_loss[loss=0.2119, simple_loss=0.3005, pruned_loss=0.06161, over 12406.00 frames. utt_duration=339 frames, utt_pad_proportion=0.05031, over 147.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2972, pruned_loss=0.06171, over 2477070.03 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06582, over 23421.83 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.06211, over 2430295.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05201, over 7674.10 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2974, pruned_loss=0.06216, over 2478681.55 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06689, over 25811.99 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:27:29,652 INFO [train.py:927] (0/8) Epoch 8, batch 8200, libri_loss[loss=0.1958, simple_loss=0.2836, pruned_loss=0.054, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005886, over 34.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06095, over 2476711.21 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06633, over 23738.87 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2985, pruned_loss=0.0616, over 2432112.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.05037, over 7618.05 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2998, pruned_loss=0.06175, over 2478414.87 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06774, over 26485.05 utterances.], batch size: 34, lr: 4.37e-04
2022-08-24 19:29:34,900 INFO [train.py:927] (0/8) Epoch 8, batch 8250, giga_loss[loss=0.1898, simple_loss=0.2846, pruned_loss=0.04754, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03344, over 51.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2997, pruned_loss=0.06056, over 2477356.46 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06618, over 23940.57 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2988, pruned_loss=0.06179, over 2434023.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05416, over 7718.92 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.3006, pruned_loss=0.06102, over 2478600.26 frames. utt_duration=373 frames, utt_pad_proportion=0.06657, over 26668.85 utterances.], batch size: 51, lr: 4.37e-04
2022-08-24 19:31:43,244 INFO [train.py:927] (0/8) Epoch 8, batch 8300, giga_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06698, over 12406.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06433, over 183.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2989, pruned_loss=0.06002, over 2477175.59 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06375, over 23244.96 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2985, pruned_loss=0.06156, over 2435502.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05378, over 7730.37 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2998, pruned_loss=0.06055, over 2478199.26 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06453, over 25926.69 utterances.], batch size: 183, lr: 4.37e-04
2022-08-24 19:34:13,338 INFO [train.py:927] (0/8) Epoch 8, batch 8350, giga_loss[loss=0.2, simple_loss=0.2885, pruned_loss=0.0557, over 12392.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03005, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2991, pruned_loss=0.06075, over 2477331.15 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06298, over 22943.96 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2988, pruned_loss=0.06171, over 2436188.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05298, over 7720.75 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2997, pruned_loss=0.06103, over 2478290.13 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06394, over 25350.26 utterances.], batch size: 62, lr: 4.37e-04
2022-08-24 19:36:23,703 INFO [train.py:927] (0/8) Epoch 8, batch 8400, giga_loss[loss=0.2015, simple_loss=0.2921, pruned_loss=0.05547, over 12412.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03127, over 122.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06016, over 2478192.58 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06521, over 23729.04 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2989, pruned_loss=0.06169, over 2437370.09 frames. utt_duration=1253 frames, utt_pad_proportion=0.05665, over 7787.66 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06036, over 2479017.38 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06497, over 26018.99 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:38:27,000 INFO [train.py:927] (0/8) Epoch 8, batch 8450, giga_loss[loss=0.2514, simple_loss=0.3385, pruned_loss=0.0822, over 12419.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06001, over 2477825.19 frames. utt_duration=420.2 frames, utt_pad_proportion=0.0673, over 23652.45 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2981, pruned_loss=0.06133, over 2438147.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.05534, over 7740.85 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06045, over 2479057.61 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06741, over 26059.59 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:40:33,353 INFO [train.py:927] (0/8) Epoch 8, batch 8500, giga_loss[loss=0.1899, simple_loss=0.2749, pruned_loss=0.05249, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04574, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06089, over 2478276.29 frames. utt_duration=417 frames, utt_pad_proportion=0.0663, over 23837.29 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2987, pruned_loss=0.06149, over 2438850.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.05934, over 7820.92 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2972, pruned_loss=0.06109, over 2479152.13 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06552, over 25896.41 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:42:38,291 INFO [train.py:927] (0/8) Epoch 8, batch 8550, giga_loss[loss=0.2078, simple_loss=0.2926, pruned_loss=0.06147, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2971, pruned_loss=0.06168, over 2478802.83 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06664, over 24092.43 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2985, pruned_loss=0.06137, over 2440141.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.0623, over 7866.53 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2973, pruned_loss=0.06195, over 2479570.53 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06526, over 26236.18 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:44:51,101 INFO [train.py:927] (0/8) Epoch 8, batch 8600, giga_loss[loss=0.1949, simple_loss=0.2883, pruned_loss=0.05079, over 12337.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02755, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06143, over 2478765.67 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06815, over 24140.27 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2981, pruned_loss=0.06115, over 2441331.94 frames. utt_duration=1235 frames, utt_pad_proportion=0.0652, over 7917.17 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06185, over 2479502.69 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06613, over 26333.56 utterances.], batch size: 66, lr: 4.37e-04
2022-08-24 19:47:05,973 INFO [train.py:927] (0/8) Epoch 8, batch 8650, giga_loss[loss=0.1909, simple_loss=0.2774, pruned_loss=0.0522, over 12399.00 frames. utt_duration=339 frames, utt_pad_proportion=0.05053, over 147.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.06109, over 2478317.70 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07255, over 24906.82 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06101, over 2441601.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06473, over 7912.33 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2964, pruned_loss=0.06155, over 2479152.72 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07084, over 26868.92 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:49:09,198 INFO [train.py:927] (0/8) Epoch 8, batch 8700, libri_loss[loss=0.185, simple_loss=0.2689, pruned_loss=0.05051, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006727, over 32.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.06077, over 2478238.60 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06998, over 24222.36 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.061, over 2442882.09 frames. utt_duration=1238 frames, utt_pad_proportion=0.06361, over 7904.26 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2931, pruned_loss=0.06118, over 2479076.44 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06909, over 26428.22 utterances.], batch size: 32, lr: 4.37e-04
2022-08-24 19:51:03,738 INFO [train.py:927] (0/8) Epoch 8, batch 8750, giga_loss[loss=0.2027, simple_loss=0.2788, pruned_loss=0.06331, over 12381.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2927, pruned_loss=0.06092, over 2477971.51 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07044, over 24266.77 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06113, over 2443420.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06684, over 7962.24 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.293, pruned_loss=0.06114, over 2478943.88 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06893, over 26340.34 utterances.], batch size: 358, lr: 4.37e-04
2022-08-24 19:53:09,080 INFO [train.py:927] (0/8) Epoch 8, batch 8800, giga_loss[loss=0.1755, simple_loss=0.2633, pruned_loss=0.04389, over 12321.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04809, over 34.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2914, pruned_loss=0.05966, over 2477714.87 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07055, over 24160.75 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2982, pruned_loss=0.06134, over 2444254.58 frames. utt_duration=1217 frames, utt_pad_proportion=0.06986, over 8045.96 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2911, pruned_loss=0.05964, over 2478676.96 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06861, over 26195.66 utterances.], batch size: 34, lr: 4.37e-04
2022-08-24 19:55:25,834 INFO [train.py:927] (0/8) Epoch 8, batch 8850, giga_loss[loss=0.2219, simple_loss=0.3068, pruned_loss=0.06847, over 12429.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04884, over 147.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2899, pruned_loss=0.0589, over 2477575.87 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07109, over 24678.07 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2984, pruned_loss=0.06132, over 2444390.60 frames. utt_duration=1217 frames, utt_pad_proportion=0.06962, over 8044.44 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2894, pruned_loss=0.05889, over 2478494.82 frames. utt_duration=376.5 frames, utt_pad_proportion=0.0696, over 26412.70 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:57:33,900 INFO [train.py:927] (0/8) Epoch 8, batch 8900, giga_loss[loss=0.2195, simple_loss=0.2968, pruned_loss=0.07105, over 12465.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02765, over 80.00 utterances.], tot_loss[loss=0.204, simple_loss=0.29, pruned_loss=0.05899, over 2478091.65 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07225, over 24833.04 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2986, pruned_loss=0.06128, over 2444608.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06934, over 8043.22 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2895, pruned_loss=0.059, over 2478762.81 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07111, over 26268.95 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:59:35,455 INFO [train.py:927] (0/8) Epoch 8, batch 8950, giga_loss[loss=0.2118, simple_loss=0.3043, pruned_loss=0.0597, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04017, over 113.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2901, pruned_loss=0.05863, over 2478457.10 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06956, over 25243.80 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2991, pruned_loss=0.06146, over 2444823.64 frames. utt_duration=1214 frames, utt_pad_proportion=0.06936, over 8065.73 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2891, pruned_loss=0.05845, over 2479107.78 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06879, over 26511.26 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:01:34,844 INFO [train.py:927] (0/8) Epoch 8, batch 9000, giga_loss[loss=0.2085, simple_loss=0.2981, pruned_loss=0.05939, over 12422.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03209, over 122.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.05957, over 2478773.73 frames. utt_duration=388.6 frames, utt_pad_proportion=0.0682, over 25593.76 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2992, pruned_loss=0.0613, over 2445348.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.0681, over 8029.47 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2921, pruned_loss=0.05949, over 2479541.73 frames. utt_duration=368.5 frames, utt_pad_proportion=0.06798, over 26998.15 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:01:34,851 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (0/8) 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] (0/8) Epoch 8, batch 9050, giga_loss[loss=0.2079, simple_loss=0.3008, pruned_loss=0.05755, over 12451.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03531, over 105.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2929, pruned_loss=0.05922, over 2478388.74 frames. utt_duration=386 frames, utt_pad_proportion=0.07223, over 25761.49 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06094, over 2446371.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.06647, over 7988.24 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2925, pruned_loss=0.05941, over 2479133.50 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07231, over 27488.26 utterances.], batch size: 105, lr: 4.36e-04
2022-08-24 20:05:47,708 INFO [train.py:927] (0/8) Epoch 8, batch 9100, giga_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05007, over 12425.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05557, over 162.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2917, pruned_loss=0.05863, over 2477829.94 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06741, over 24321.55 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2982, pruned_loss=0.06095, over 2447550.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.0643, over 7929.95 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2914, pruned_loss=0.0587, over 2478796.32 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06844, over 26550.36 utterances.], batch size: 162, lr: 4.36e-04
2022-08-24 20:07:45,863 INFO [train.py:927] (0/8) Epoch 8, batch 9150, giga_loss[loss=0.1888, simple_loss=0.2817, pruned_loss=0.04795, over 12374.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02763, over 85.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2902, pruned_loss=0.05801, over 2477727.80 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06344, over 24051.70 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2979, pruned_loss=0.06086, over 2447763.64 frames. utt_duration=1240 frames, utt_pad_proportion=0.06334, over 7902.54 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.29, pruned_loss=0.0581, over 2478859.80 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06483, over 26155.55 utterances.], batch size: 85, lr: 4.36e-04
2022-08-24 20:09:53,307 INFO [train.py:927] (0/8) Epoch 8, batch 9200, giga_loss[loss=0.2123, simple_loss=0.2979, pruned_loss=0.06337, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2918, pruned_loss=0.05854, over 2478076.13 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06357, over 24048.39 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2984, pruned_loss=0.06105, over 2448359.55 frames. utt_duration=1226 frames, utt_pad_proportion=0.06742, over 7997.47 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2911, pruned_loss=0.0584, over 2478976.94 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06351, over 25921.43 utterances.], batch size: 146, lr: 4.36e-04
2022-08-24 20:11:45,640 INFO [train.py:927] (0/8) Epoch 8, batch 9250, giga_loss[loss=0.206, simple_loss=0.3011, pruned_loss=0.05546, over 12392.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03604, over 75.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2946, pruned_loss=0.05983, over 2478509.43 frames. utt_duration=398.9 frames, utt_pad_proportion=0.0665, over 24925.88 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.299, pruned_loss=0.06102, over 2449271.67 frames. utt_duration=1225 frames, utt_pad_proportion=0.06689, over 8009.77 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2933, pruned_loss=0.05967, over 2479347.56 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06637, over 26928.12 utterances.], batch size: 75, lr: 4.36e-04
2022-08-24 20:13:48,367 INFO [train.py:927] (0/8) Epoch 8, batch 9300, giga_loss[loss=0.2212, simple_loss=0.3089, pruned_loss=0.06674, over 12391.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2967, pruned_loss=0.06046, over 2478470.66 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06827, over 25297.46 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.299, pruned_loss=0.061, over 2449757.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.0659, over 7980.76 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06033, over 2479331.19 frames. utt_duration=364.7 frames, utt_pad_proportion=0.06834, over 27285.37 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:16:06,869 INFO [train.py:927] (0/8) Epoch 8, batch 9350, giga_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.06426, over 12334.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03395, over 58.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.0609, over 2478455.91 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07135, over 25709.47 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2991, pruned_loss=0.06113, over 2450262.67 frames. utt_duration=1220 frames, utt_pad_proportion=0.06949, over 8041.14 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06066, over 2479294.94 frames. utt_duration=360.2 frames, utt_pad_proportion=0.07026, over 27624.39 utterances.], batch size: 58, lr: 4.36e-04
2022-08-24 20:18:06,809 INFO [train.py:927] (0/8) Epoch 8, batch 9400, giga_loss[loss=0.2189, simple_loss=0.3035, pruned_loss=0.06716, over 12456.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04755, over 162.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2953, pruned_loss=0.06089, over 2479239.61 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07137, over 25789.17 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2991, pruned_loss=0.06116, over 2450432.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06894, over 8031.76 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.06068, over 2479995.80 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07064, over 27451.77 utterances.], batch size: 162, lr: 4.36e-04
2022-08-24 20:20:14,944 INFO [train.py:927] (0/8) Epoch 8, batch 9450, giga_loss[loss=0.2241, simple_loss=0.2991, pruned_loss=0.07449, over 12391.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09423, over 255.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.06091, over 2478675.02 frames. utt_duration=379.7 frames, utt_pad_proportion=0.07105, over 26198.48 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2987, pruned_loss=0.06104, over 2450568.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06823, over 8009.40 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2935, pruned_loss=0.06084, over 2479531.71 frames. utt_duration=358.4 frames, utt_pad_proportion=0.07068, over 27766.66 utterances.], batch size: 255, lr: 4.36e-04
2022-08-24 20:21:25,148 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-194000.pt
2022-08-24 20:22:26,123 INFO [train.py:927] (0/8) Epoch 8, batch 9500, giga_loss[loss=0.2219, simple_loss=0.316, pruned_loss=0.06387, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03874, over 113.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2925, pruned_loss=0.05923, over 2478025.13 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07156, over 25914.41 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2987, pruned_loss=0.06106, over 2450560.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06724, over 7991.30 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2922, pruned_loss=0.05915, over 2479199.71 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07149, over 27492.38 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:24:19,303 INFO [train.py:927] (0/8) Epoch 8, batch 9550, giga_loss[loss=0.2126, simple_loss=0.3135, pruned_loss=0.05583, over 12443.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03719, over 133.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05844, over 2477502.12 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06968, over 25138.86 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2987, pruned_loss=0.061, over 2450838.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06596, over 7962.85 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05838, over 2478826.27 frames. utt_duration=370.6 frames, utt_pad_proportion=0.0701, over 26838.28 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:26:28,004 INFO [train.py:927] (0/8) Epoch 8, batch 9600, giga_loss[loss=0.191, simple_loss=0.2836, pruned_loss=0.04916, over 12413.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06986, over 212.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05855, over 2477198.59 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06769, over 24993.01 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06098, over 2451197.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06498, over 7943.84 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05846, over 2478394.79 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06841, over 26653.62 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:28:42,778 INFO [train.py:927] (0/8) Epoch 8, batch 9650, giga_loss[loss=0.1944, simple_loss=0.2924, pruned_loss=0.04819, over 12087.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0402, over 30.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05854, over 2477463.46 frames. utt_duration=398.8 frames, utt_pad_proportion=0.0677, over 24922.75 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2985, pruned_loss=0.06105, over 2451808.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.06388, over 7935.47 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05835, over 2478569.41 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06857, over 26705.25 utterances.], batch size: 30, lr: 4.36e-04
2022-08-24 20:31:00,855 INFO [train.py:927] (0/8) Epoch 8, batch 9700, giga_loss[loss=0.2287, simple_loss=0.3216, pruned_loss=0.06796, over 12435.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04512, over 134.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2958, pruned_loss=0.05837, over 2477661.79 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0647, over 24521.17 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2986, pruned_loss=0.06097, over 2451873.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.06272, over 7898.40 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2954, pruned_loss=0.05823, over 2479081.74 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06593, over 26358.01 utterances.], batch size: 134, lr: 4.36e-04
2022-08-24 20:33:17,872 INFO [train.py:927] (0/8) Epoch 8, batch 9750, giga_loss[loss=0.2216, simple_loss=0.3069, pruned_loss=0.0682, over 12454.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02821, over 80.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2959, pruned_loss=0.05828, over 2477769.98 frames. utt_duration=413.1 frames, utt_pad_proportion=0.0659, over 24059.14 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2982, pruned_loss=0.0606, over 2452193.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.06115, over 7860.69 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2957, pruned_loss=0.0584, over 2479400.37 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06729, over 26085.06 utterances.], batch size: 80, lr: 4.36e-04
2022-08-24 20:35:33,556 INFO [train.py:927] (0/8) Epoch 8, batch 9800, giga_loss[loss=0.184, simple_loss=0.2724, pruned_loss=0.04787, over 12360.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02949, over 51.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2945, pruned_loss=0.05794, over 2478203.98 frames. utt_duration=429.1 frames, utt_pad_proportion=0.0632, over 23166.12 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2981, pruned_loss=0.06044, over 2453139.83 frames. utt_duration=1249 frames, utt_pad_proportion=0.06054, over 7868.48 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2944, pruned_loss=0.0581, over 2479476.10 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06478, over 25286.09 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 20:37:37,787 INFO [train.py:927] (0/8) Epoch 8, batch 9850, giga_loss[loss=0.2028, simple_loss=0.2797, pruned_loss=0.06295, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03566, over 40.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05708, over 2478478.60 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06222, over 23230.61 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2982, pruned_loss=0.06049, over 2453537.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06074, over 7885.67 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05712, over 2479339.78 frames. utt_duration=397.4 frames, utt_pad_proportion=0.0635, over 25026.97 utterances.], batch size: 40, lr: 4.35e-04
2022-08-24 20:39:32,744 INFO [train.py:927] (0/8) Epoch 8, batch 9900, giga_loss[loss=0.211, simple_loss=0.2999, pruned_loss=0.06109, over 12460.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2947, pruned_loss=0.05761, over 2478199.77 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06403, over 22999.12 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2985, pruned_loss=0.06054, over 2453625.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.0605, over 7879.24 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05759, over 2478907.72 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06503, over 24484.55 utterances.], batch size: 123, lr: 4.35e-04
2022-08-24 20:41:30,546 INFO [train.py:927] (0/8) Epoch 8, batch 9950, giga_loss[loss=0.2461, simple_loss=0.3093, pruned_loss=0.09142, over 12366.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09849, over 256.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.0578, over 2478085.86 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06737, over 24077.55 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.06047, over 2453616.07 frames. utt_duration=1248 frames, utt_pad_proportion=0.06005, over 7874.44 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05781, over 2478882.54 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06808, over 25390.99 utterances.], batch size: 256, lr: 4.35e-04
2022-08-24 20:43:14,421 INFO [train.py:927] (0/8) Epoch 8, batch 10000, giga_loss[loss=0.2521, simple_loss=0.3194, pruned_loss=0.09235, over 12367.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 360.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06027, over 2477654.32 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07342, over 24235.66 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.06049, over 2453943.92 frames. utt_duration=1250 frames, utt_pad_proportion=0.05959, over 7863.71 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06025, over 2478205.04 frames. utt_duration=391 frames, utt_pad_proportion=0.07387, over 25429.97 utterances.], batch size: 360, lr: 4.35e-04
2022-08-24 20:44:59,483 INFO [train.py:927] (0/8) Epoch 8, batch 10050, giga_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07327, over 12171.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03561, over 39.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3025, pruned_loss=0.06378, over 2476484.27 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07373, over 23458.74 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.299, pruned_loss=0.06071, over 2454846.01 frames. utt_duration=1228 frames, utt_pad_proportion=0.06656, over 8006.94 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3019, pruned_loss=0.06362, over 2476829.80 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07234, over 24793.61 utterances.], batch size: 39, lr: 4.35e-04
2022-08-24 20:46:43,751 INFO [train.py:927] (0/8) Epoch 8, batch 10100, giga_loss[loss=0.1865, simple_loss=0.2664, pruned_loss=0.05332, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03825, over 105.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06389, over 2475786.69 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07144, over 22891.54 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2992, pruned_loss=0.06074, over 2455129.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06561, over 8001.88 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2991, pruned_loss=0.06379, over 2476174.97 frames. utt_duration=410 frames, utt_pad_proportion=0.07076, over 24235.30 utterances.], batch size: 105, lr: 4.35e-04
2022-08-24 20:48:28,735 INFO [train.py:927] (0/8) Epoch 8, batch 10150, libri_loss[loss=0.2494, simple_loss=0.3745, pruned_loss=0.06216, over 12246.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.00471, over 31.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2933, pruned_loss=0.06141, over 2475103.01 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07058, over 21898.59 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.3002, pruned_loss=0.0609, over 2455509.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.06842, over 8070.35 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2917, pruned_loss=0.06123, over 2475643.09 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06917, over 23303.98 utterances.], batch size: 31, lr: 4.35e-04
2022-08-24 20:50:12,985 INFO [train.py:927] (0/8) Epoch 8, batch 10200, giga_loss[loss=0.1548, simple_loss=0.2435, pruned_loss=0.03304, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03067, over 58.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2856, pruned_loss=0.05823, over 2474604.85 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06583, over 20514.65 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.3005, pruned_loss=0.061, over 2455504.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06757, over 8042.04 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2839, pruned_loss=0.058, over 2475395.45 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06517, over 21886.22 utterances.], batch size: 58, lr: 4.35e-04
2022-08-24 20:51:57,653 INFO [train.py:927] (0/8) Epoch 8, batch 10250, giga_loss[loss=0.1823, simple_loss=0.2627, pruned_loss=0.05101, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0286, over 45.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2798, pruned_loss=0.05621, over 2474563.98 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06691, over 19715.46 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.3002, pruned_loss=0.06086, over 2455814.43 frames. utt_duration=1222 frames, utt_pad_proportion=0.06701, over 8047.97 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2783, pruned_loss=0.05607, over 2475360.75 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06648, over 21080.19 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 20:53:40,060 INFO [train.py:927] (0/8) Epoch 8, batch 10300, giga_loss[loss=0.1621, simple_loss=0.2441, pruned_loss=0.04002, over 12403.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06956, over 212.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.275, pruned_loss=0.05426, over 2473860.40 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06199, over 19020.64 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2997, pruned_loss=0.06067, over 2455965.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.0651, over 8008.68 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2735, pruned_loss=0.05411, over 2475027.33 frames. utt_duration=482.6 frames, utt_pad_proportion=0.0626, over 20574.08 utterances.], batch size: 212, lr: 4.35e-04
2022-08-24 20:55:22,358 INFO [train.py:927] (0/8) Epoch 8, batch 10350, giga_loss[loss=0.1875, simple_loss=0.2706, pruned_loss=0.05224, over 12422.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2714, pruned_loss=0.05311, over 2473899.87 frames. utt_duration=522 frames, utt_pad_proportion=0.06175, over 19009.04 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.299, pruned_loss=0.06047, over 2456664.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06329, over 7963.33 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2699, pruned_loss=0.05292, over 2474804.41 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06289, over 20713.17 utterances.], batch size: 162, lr: 4.35e-04
2022-08-24 20:57:07,783 INFO [train.py:927] (0/8) Epoch 8, batch 10400, giga_loss[loss=0.172, simple_loss=0.2498, pruned_loss=0.04708, over 12396.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2672, pruned_loss=0.05185, over 2473645.59 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06727, over 19160.17 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06052, over 2456771.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06595, over 8001.57 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2653, pruned_loss=0.05143, over 2474797.93 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06692, over 20838.05 utterances.], batch size: 122, lr: 4.35e-04
2022-08-24 20:58:50,238 INFO [train.py:927] (0/8) Epoch 8, batch 10450, giga_loss[loss=0.1475, simple_loss=0.237, pruned_loss=0.029, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2634, pruned_loss=0.05019, over 2473993.41 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06551, over 19043.66 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2984, pruned_loss=0.06033, over 2457357.60 frames. utt_duration=1234 frames, utt_pad_proportion=0.06454, over 7973.08 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2611, pruned_loss=0.04971, over 2474924.88 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06587, over 20754.46 utterances.], batch size: 75, lr: 4.35e-04
2022-08-24 21:00:34,269 INFO [train.py:927] (0/8) Epoch 8, batch 10500, giga_loss[loss=0.2401, simple_loss=0.3132, pruned_loss=0.08354, over 12297.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02458, over 45.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2683, pruned_loss=0.05319, over 2474610.71 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06782, over 19641.57 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2985, pruned_loss=0.06054, over 2457704.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06769, over 8050.21 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2654, pruned_loss=0.05236, over 2475523.54 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06693, over 21248.72 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 21:02:17,748 INFO [train.py:927] (0/8) Epoch 8, batch 10550, giga_loss[loss=0.222, simple_loss=0.3168, pruned_loss=0.0636, over 12309.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2796, pruned_loss=0.05834, over 2474699.74 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06724, over 19340.61 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2986, pruned_loss=0.0606, over 2457667.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06719, over 8035.74 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2771, pruned_loss=0.05759, over 2475600.94 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06676, over 20726.32 utterances.], batch size: 74, lr: 4.35e-04
2022-08-24 21:04:02,326 INFO [train.py:927] (0/8) Epoch 8, batch 10600, giga_loss[loss=0.2097, simple_loss=0.2935, pruned_loss=0.06291, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04097, over 31.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2866, pruned_loss=0.06051, over 2474921.38 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06831, over 19523.01 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2985, pruned_loss=0.06059, over 2457899.50 frames. utt_duration=1227 frames, utt_pad_proportion=0.06641, over 8019.31 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2845, pruned_loss=0.05993, over 2475659.91 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0682, over 20795.51 utterances.], batch size: 31, lr: 4.35e-04
2022-08-24 21:05:47,000 INFO [train.py:927] (0/8) Epoch 8, batch 10650, giga_loss[loss=0.2098, simple_loss=0.2932, pruned_loss=0.06323, over 12319.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03505, over 58.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2906, pruned_loss=0.06218, over 2475222.86 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06796, over 19054.91 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.299, pruned_loss=0.06097, over 2458381.74 frames. utt_duration=1217 frames, utt_pad_proportion=0.06936, over 8090.82 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2884, pruned_loss=0.0614, over 2475684.82 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06691, over 20214.20 utterances.], batch size: 58, lr: 4.35e-04
2022-08-24 21:07:30,678 INFO [train.py:927] (0/8) Epoch 8, batch 10700, giga_loss[loss=0.1917, simple_loss=0.2788, pruned_loss=0.05233, over 12385.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04762, over 31.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.295, pruned_loss=0.06455, over 2474983.66 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06597, over 18398.81 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2994, pruned_loss=0.06094, over 2458765.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.06837, over 8076.07 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2928, pruned_loss=0.06402, over 2475300.24 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06558, over 19534.79 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:09:14,869 INFO [train.py:927] (0/8) Epoch 8, batch 10750, giga_loss[loss=0.2401, simple_loss=0.332, pruned_loss=0.07413, over 12423.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03309, over 80.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2988, pruned_loss=0.06604, over 2475901.52 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06668, over 18868.89 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2987, pruned_loss=0.06074, over 2459398.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.06689, over 8033.18 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2975, pruned_loss=0.0659, over 2476029.45 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06682, over 20088.15 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:10:57,370 INFO [train.py:927] (0/8) Epoch 8, batch 10800, giga_loss[loss=0.2311, simple_loss=0.3149, pruned_loss=0.07364, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03443, over 51.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3019, pruned_loss=0.06673, over 2475814.91 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06852, over 18720.40 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06085, over 2459629.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06612, over 8018.35 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.301, pruned_loss=0.06665, over 2476095.34 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06883, over 19951.59 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:12:39,659 INFO [train.py:927] (0/8) Epoch 8, batch 10850, giga_loss[loss=0.209, simple_loss=0.2927, pruned_loss=0.06267, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.0311, over 80.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3024, pruned_loss=0.066, over 2474513.41 frames. utt_duration=563 frames, utt_pad_proportion=0.06355, over 17626.32 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2981, pruned_loss=0.06086, over 2459598.38 frames. utt_duration=1235 frames, utt_pad_proportion=0.06489, over 7973.57 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3022, pruned_loss=0.06606, over 2475181.57 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06457, over 18928.67 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:14:25,297 INFO [train.py:927] (0/8) Epoch 8, batch 10900, giga_loss[loss=0.2406, simple_loss=0.3217, pruned_loss=0.07976, over 12351.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03046, over 51.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06591, over 2473768.47 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06457, over 17390.83 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2979, pruned_loss=0.06073, over 2459592.39 frames. utt_duration=1237 frames, utt_pad_proportion=0.0647, over 7961.71 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3028, pruned_loss=0.06607, over 2474355.03 frames. utt_duration=537.7 frames, utt_pad_proportion=0.0654, over 18457.56 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:16:08,637 INFO [train.py:927] (0/8) Epoch 8, batch 10950, giga_loss[loss=0.2759, simple_loss=0.339, pruned_loss=0.1064, over 12361.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06699, over 210.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.06905, over 2474141.34 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06516, over 17525.89 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2997, pruned_loss=0.06075, over 2459781.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06334, over 7958.71 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3054, pruned_loss=0.06935, over 2474837.40 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0663, over 18636.64 utterances.], batch size: 210, lr: 4.34e-04
2022-08-24 21:17:55,571 INFO [train.py:927] (0/8) Epoch 8, batch 11000, giga_loss[loss=0.2153, simple_loss=0.2974, pruned_loss=0.06663, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03665, over 40.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3067, pruned_loss=0.06976, over 2474102.08 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06327, over 17096.29 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2998, pruned_loss=0.0607, over 2459911.48 frames. utt_duration=1237 frames, utt_pad_proportion=0.06317, over 7963.16 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3056, pruned_loss=0.07011, over 2474647.30 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06435, over 18048.35 utterances.], batch size: 40, lr: 4.34e-04
2022-08-24 21:19:38,675 INFO [train.py:927] (0/8) Epoch 8, batch 11050, giga_loss[loss=0.2262, simple_loss=0.3107, pruned_loss=0.0708, over 12376.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03513, over 80.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.306, pruned_loss=0.07021, over 2474795.93 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06628, over 17730.45 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2995, pruned_loss=0.06052, over 2460565.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.06131, over 7917.63 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3056, pruned_loss=0.07099, over 2475156.74 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06772, over 18890.11 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:21:24,234 INFO [train.py:927] (0/8) Epoch 8, batch 11100, giga_loss[loss=0.198, simple_loss=0.2819, pruned_loss=0.05702, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05133, over 161.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3041, pruned_loss=0.06907, over 2475482.64 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06172, over 17458.24 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2995, pruned_loss=0.06062, over 2460948.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.05999, over 7919.07 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3038, pruned_loss=0.06985, over 2475800.93 frames. utt_duration=533 frames, utt_pad_proportion=0.06368, over 18633.31 utterances.], batch size: 161, lr: 4.34e-04
2022-08-24 21:23:10,172 INFO [train.py:927] (0/8) Epoch 8, batch 11150, giga_loss[loss=0.2004, simple_loss=0.2891, pruned_loss=0.05585, over 12272.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03972, over 51.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2993, pruned_loss=0.06705, over 2474941.80 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06103, over 17527.18 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2986, pruned_loss=0.06028, over 2460605.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.05863, over 7862.60 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3, pruned_loss=0.06822, over 2475985.73 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06315, over 18825.35 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:24:54,956 INFO [train.py:927] (0/8) Epoch 8, batch 11200, giga_loss[loss=0.235, simple_loss=0.3216, pruned_loss=0.07413, over 12354.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2955, pruned_loss=0.06558, over 2474807.62 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06411, over 18121.50 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.299, pruned_loss=0.06046, over 2460838.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.0587, over 7891.86 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2957, pruned_loss=0.0665, over 2475724.60 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06557, over 19355.60 utterances.], batch size: 104, lr: 4.34e-04
2022-08-24 21:26:40,352 INFO [train.py:927] (0/8) Epoch 8, batch 11250, giga_loss[loss=0.2117, simple_loss=0.2896, pruned_loss=0.06691, over 12402.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03297, over 80.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2962, pruned_loss=0.06555, over 2473509.99 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06147, over 17319.99 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2996, pruned_loss=0.06035, over 2460802.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.0568, over 7865.13 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2957, pruned_loss=0.06663, over 2474910.40 frames. utt_duration=528 frames, utt_pad_proportion=0.06368, over 18803.71 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:28:23,327 INFO [train.py:927] (0/8) Epoch 8, batch 11300, giga_loss[loss=0.198, simple_loss=0.2756, pruned_loss=0.06022, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03101, over 42.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2947, pruned_loss=0.06517, over 2472558.82 frames. utt_duration=569 frames, utt_pad_proportion=0.06043, over 17427.09 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2997, pruned_loss=0.06036, over 2460675.65 frames. utt_duration=1254 frames, utt_pad_proportion=0.0562, over 7859.21 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.294, pruned_loss=0.06608, over 2473950.72 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06252, over 18736.61 utterances.], batch size: 42, lr: 4.34e-04
2022-08-24 21:30:07,898 INFO [train.py:927] (0/8) Epoch 8, batch 11350, giga_loss[loss=0.1984, simple_loss=0.2767, pruned_loss=0.06004, over 12418.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2907, pruned_loss=0.06342, over 2472749.10 frames. utt_duration=598.6 frames, utt_pad_proportion=0.0566, over 16563.89 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.3003, pruned_loss=0.06043, over 2460849.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05602, over 7848.91 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2896, pruned_loss=0.06409, over 2473732.67 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05864, over 17639.78 utterances.], batch size: 113, lr: 4.34e-04
2022-08-24 21:31:52,608 INFO [train.py:927] (0/8) Epoch 8, batch 11400, giga_loss[loss=0.2001, simple_loss=0.2825, pruned_loss=0.05885, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03598, over 113.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2881, pruned_loss=0.06233, over 2473286.33 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05391, over 16140.17 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3003, pruned_loss=0.06055, over 2461404.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.05526, over 7862.81 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2869, pruned_loss=0.06284, over 2473967.90 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05607, over 17262.01 utterances.], batch size: 113, lr: 4.34e-04
2022-08-24 21:33:34,488 INFO [train.py:927] (0/8) Epoch 8, batch 11450, giga_loss[loss=0.1787, simple_loss=0.2678, pruned_loss=0.04482, over 12337.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2853, pruned_loss=0.06141, over 2473291.66 frames. utt_duration=624.8 frames, utt_pad_proportion=0.0524, over 15873.55 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.3002, pruned_loss=0.06054, over 2461661.66 frames. utt_duration=1257 frames, utt_pad_proportion=0.05443, over 7844.69 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2842, pruned_loss=0.06185, over 2473816.75 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05458, over 16935.19 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:34:34,699 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-196000.pt
2022-08-24 21:35:25,190 INFO [train.py:927] (0/8) Epoch 8, batch 11500, giga_loss[loss=0.1928, simple_loss=0.2744, pruned_loss=0.05561, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02741, over 48.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2826, pruned_loss=0.06026, over 2472547.16 frames. utt_duration=655.5 frames, utt_pad_proportion=0.04869, over 15123.33 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3001, pruned_loss=0.06062, over 2461183.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05323, over 7809.70 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2814, pruned_loss=0.06055, over 2473737.24 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05122, over 16222.15 utterances.], batch size: 48, lr: 4.34e-04
2022-08-24 21:37:11,319 INFO [train.py:927] (0/8) Epoch 8, batch 11550, giga_loss[loss=0.2379, simple_loss=0.3101, pruned_loss=0.08284, over 12354.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.283, pruned_loss=0.06062, over 2472559.43 frames. utt_duration=658.6 frames, utt_pad_proportion=0.04679, over 15051.71 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.3, pruned_loss=0.06058, over 2461304.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05262, over 7802.63 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2819, pruned_loss=0.06087, over 2473538.22 frames. utt_duration=619 frames, utt_pad_proportion=0.04915, over 16021.87 utterances.], batch size: 97, lr: 4.34e-04
2022-08-24 21:38:54,063 INFO [train.py:927] (0/8) Epoch 8, batch 11600, giga_loss[loss=0.2262, simple_loss=0.3023, pruned_loss=0.07507, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02888, over 48.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2886, pruned_loss=0.06399, over 2472757.04 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05805, over 16414.60 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.3002, pruned_loss=0.0607, over 2461710.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.0524, over 7816.22 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2872, pruned_loss=0.06412, over 2473419.62 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05935, over 17353.64 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:40:38,194 INFO [train.py:927] (0/8) Epoch 8, batch 11650, giga_loss[loss=0.243, simple_loss=0.3159, pruned_loss=0.08503, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03333, over 37.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.295, pruned_loss=0.06697, over 2473784.01 frames. utt_duration=583.6 frames, utt_pad_proportion=0.0562, over 16998.79 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.3, pruned_loss=0.06062, over 2462001.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05097, over 7800.04 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2937, pruned_loss=0.06733, over 2474473.48 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05793, over 18090.84 utterances.], batch size: 37, lr: 4.33e-04
2022-08-24 21:42:23,737 INFO [train.py:927] (0/8) Epoch 8, batch 11700, giga_loss[loss=0.2585, simple_loss=0.3387, pruned_loss=0.08918, over 12397.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3007, pruned_loss=0.0697, over 2473221.41 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05685, over 17286.59 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.3001, pruned_loss=0.06088, over 2461676.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.04984, over 7778.33 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2996, pruned_loss=0.06996, over 2474401.77 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05872, over 18443.05 utterances.], batch size: 146, lr: 4.33e-04
2022-08-24 21:44:08,762 INFO [train.py:927] (0/8) Epoch 8, batch 11750, giga_loss[loss=0.1965, simple_loss=0.2808, pruned_loss=0.05612, over 12276.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02705, over 54.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3022, pruned_loss=0.06973, over 2473080.59 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06127, over 18070.98 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2999, pruned_loss=0.06081, over 2461595.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.0498, over 7766.44 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3015, pruned_loss=0.07005, over 2474135.47 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0625, over 19034.21 utterances.], batch size: 54, lr: 4.33e-04
2022-08-24 21:45:52,428 INFO [train.py:927] (0/8) Epoch 8, batch 11800, giga_loss[loss=0.2303, simple_loss=0.3192, pruned_loss=0.07067, over 12455.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.302, pruned_loss=0.06861, over 2473442.83 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06338, over 18416.57 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.3003, pruned_loss=0.06085, over 2461717.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.04936, over 7768.97 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3011, pruned_loss=0.06898, over 2474388.58 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06452, over 19370.70 utterances.], batch size: 55, lr: 4.33e-04
2022-08-24 21:47:37,941 INFO [train.py:927] (0/8) Epoch 8, batch 11850, giga_loss[loss=0.2363, simple_loss=0.3063, pruned_loss=0.08318, over 12353.00 frames. utt_duration=136 frames, utt_pad_proportion=0.195, over 367.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3022, pruned_loss=0.06862, over 2473543.02 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06271, over 18054.50 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.3003, pruned_loss=0.06085, over 2461717.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.04936, over 7768.97 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3015, pruned_loss=0.06891, over 2474279.11 frames. utt_duration=528 frames, utt_pad_proportion=0.06366, over 18797.11 utterances.], batch size: 367, lr: 4.33e-04
2022-08-24 21:49:23,202 INFO [train.py:927] (0/8) Epoch 8, batch 11900, giga_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.06294, over 12388.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.06915, over 2473433.59 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06368, over 17914.37 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3005, pruned_loss=0.06112, over 2461496.44 frames. utt_duration=1270 frames, utt_pad_proportion=0.04863, over 7762.69 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3025, pruned_loss=0.06928, over 2474410.21 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06477, over 18690.11 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:51:06,656 INFO [train.py:927] (0/8) Epoch 8, batch 11950, giga_loss[loss=0.2252, simple_loss=0.3048, pruned_loss=0.0728, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.03861, over 34.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07148, over 2474141.40 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06435, over 17991.07 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3011, pruned_loss=0.06152, over 2461549.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.05237, over 7824.50 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3051, pruned_loss=0.07134, over 2475041.42 frames. utt_duration=531.2 frames, utt_pad_proportion=0.0639, over 18690.82 utterances.], batch size: 34, lr: 4.33e-04
2022-08-24 21:52:49,682 INFO [train.py:927] (0/8) Epoch 8, batch 12000, giga_loss[loss=0.2432, simple_loss=0.3228, pruned_loss=0.08174, over 12348.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02698, over 66.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.07189, over 2474154.51 frames. utt_duration=562 frames, utt_pad_proportion=0.06396, over 17655.93 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3015, pruned_loss=0.06164, over 2461744.64 frames. utt_duration=1263 frames, utt_pad_proportion=0.0517, over 7804.17 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07192, over 2474982.21 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06395, over 18460.58 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 21:52:49,713 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (0/8) Epoch 8, validation: loss=0.1912, simple_loss=0.3092, pruned_loss=0.0366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 21:54:47,172 INFO [train.py:927] (0/8) Epoch 8, batch 12050, giga_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06331, over 12397.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02578, over 48.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.308, pruned_loss=0.07184, over 2473377.31 frames. utt_duration=569 frames, utt_pad_proportion=0.06648, over 17432.56 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3012, pruned_loss=0.06171, over 2461849.71 frames. utt_duration=1266 frames, utt_pad_proportion=0.05101, over 7786.23 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3077, pruned_loss=0.07221, over 2474433.39 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06678, over 18497.66 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:56:28,730 INFO [train.py:927] (0/8) Epoch 8, batch 12100, giga_loss[loss=0.2277, simple_loss=0.3068, pruned_loss=0.07429, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0256, over 45.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3078, pruned_loss=0.07185, over 2473034.42 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06139, over 16382.62 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3012, pruned_loss=0.06196, over 2462468.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.04955, over 7764.99 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.0723, over 2473790.71 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06276, over 17640.55 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:58:13,029 INFO [train.py:927] (0/8) Epoch 8, batch 12150, giga_loss[loss=0.1924, simple_loss=0.2714, pruned_loss=0.05671, over 12390.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.0456, over 26.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3065, pruned_loss=0.07162, over 2473115.21 frames. utt_duration=615.9 frames, utt_pad_proportion=0.06292, over 16101.94 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.301, pruned_loss=0.0621, over 2462923.32 frames. utt_duration=1273 frames, utt_pad_proportion=0.04863, over 7745.39 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3069, pruned_loss=0.07212, over 2473581.83 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06446, over 17356.25 utterances.], batch size: 26, lr: 4.33e-04
2022-08-24 21:59:53,203 INFO [train.py:927] (0/8) Epoch 8, batch 12200, libri_loss[loss=0.2028, simple_loss=0.2936, pruned_loss=0.05596, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006756, over 33.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3074, pruned_loss=0.07228, over 2471927.86 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06109, over 15628.21 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3016, pruned_loss=0.0626, over 2463166.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05174, over 7807.14 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3073, pruned_loss=0.07256, over 2472385.50 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06148, over 16849.84 utterances.], batch size: 33, lr: 4.33e-04
2022-08-24 22:01:38,275 INFO [train.py:927] (0/8) Epoch 8, batch 12250, giga_loss[loss=0.202, simple_loss=0.2864, pruned_loss=0.05883, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02646, over 42.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3078, pruned_loss=0.07223, over 2471671.40 frames. utt_duration=633.9 frames, utt_pad_proportion=0.05718, over 15634.87 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3016, pruned_loss=0.06268, over 2463021.77 frames. utt_duration=1264 frames, utt_pad_proportion=0.05103, over 7802.84 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3079, pruned_loss=0.07258, over 2472371.26 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05812, over 16789.41 utterances.], batch size: 42, lr: 4.33e-04
2022-08-24 22:03:20,220 INFO [train.py:927] (0/8) Epoch 8, batch 12300, giga_loss[loss=0.1959, simple_loss=0.2813, pruned_loss=0.05522, over 12444.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07179, over 2472184.99 frames. utt_duration=647 frames, utt_pad_proportion=0.06067, over 15319.55 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3023, pruned_loss=0.06325, over 2463277.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.05537, over 7899.44 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3067, pruned_loss=0.07175, over 2472671.06 frames. utt_duration=609 frames, utt_pad_proportion=0.05944, over 16282.12 utterances.], batch size: 75, lr: 4.33e-04
2022-08-24 22:05:05,458 INFO [train.py:927] (0/8) Epoch 8, batch 12350, giga_loss[loss=0.2061, simple_loss=0.2845, pruned_loss=0.06383, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3042, pruned_loss=0.07073, over 2472189.87 frames. utt_duration=637.4 frames, utt_pad_proportion=0.06171, over 15549.92 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3024, pruned_loss=0.06328, over 2463241.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05498, over 7883.50 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3038, pruned_loss=0.07074, over 2472686.88 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06089, over 16391.48 utterances.], batch size: 75, lr: 4.33e-04
2022-08-24 22:06:46,180 INFO [train.py:927] (0/8) Epoch 8, batch 12400, giga_loss[loss=0.197, simple_loss=0.2742, pruned_loss=0.05985, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03572, over 37.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3042, pruned_loss=0.07106, over 2472769.84 frames. utt_duration=643.9 frames, utt_pad_proportion=0.05985, over 15397.34 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3029, pruned_loss=0.0638, over 2463695.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.05838, over 7957.12 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3034, pruned_loss=0.07082, over 2473046.89 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05773, over 16253.96 utterances.], batch size: 37, lr: 4.33e-04
2022-08-24 22:08:29,911 INFO [train.py:927] (0/8) Epoch 8, batch 12450, giga_loss[loss=0.1883, simple_loss=0.2695, pruned_loss=0.05361, over 12356.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03339, over 62.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3007, pruned_loss=0.06941, over 2472641.37 frames. utt_duration=651.6 frames, utt_pad_proportion=0.05598, over 15213.24 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3031, pruned_loss=0.06393, over 2463859.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.05799, over 7966.76 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2999, pruned_loss=0.06919, over 2472843.73 frames. utt_duration=620.7 frames, utt_pad_proportion=0.05461, over 15975.54 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 22:10:14,656 INFO [train.py:927] (0/8) Epoch 8, batch 12500, giga_loss[loss=0.216, simple_loss=0.2852, pruned_loss=0.07337, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02414, over 45.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2975, pruned_loss=0.06799, over 2472825.77 frames. utt_duration=634.6 frames, utt_pad_proportion=0.05897, over 15622.52 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3032, pruned_loss=0.06401, over 2463821.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.05776, over 7963.93 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2968, pruned_loss=0.06777, over 2473056.02 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05789, over 16252.55 utterances.], batch size: 45, lr: 4.32e-04
2022-08-24 22:11:57,849 INFO [train.py:927] (0/8) Epoch 8, batch 12550, giga_loss[loss=0.1915, simple_loss=0.2692, pruned_loss=0.05687, over 12385.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03902, over 37.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2968, pruned_loss=0.06766, over 2472939.33 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05515, over 15876.35 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3035, pruned_loss=0.06428, over 2464068.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.05739, over 7967.36 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2959, pruned_loss=0.0673, over 2473022.43 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05459, over 16468.52 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:13:41,220 INFO [train.py:927] (0/8) Epoch 8, batch 12600, libri_loss[loss=0.2629, simple_loss=0.3323, pruned_loss=0.0967, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009335, over 39.00 utterances.], tot_loss[loss=0.217, simple_loss=0.298, pruned_loss=0.068, over 2473081.36 frames. utt_duration=603.2 frames, utt_pad_proportion=0.06039, over 16440.65 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3038, pruned_loss=0.0649, over 2464122.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.0563, over 7942.83 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2968, pruned_loss=0.0672, over 2473351.68 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06034, over 17185.38 utterances.], batch size: 39, lr: 4.32e-04
2022-08-24 22:15:22,219 INFO [train.py:927] (0/8) Epoch 8, batch 12650, libri_loss[loss=0.3106, simple_loss=0.3689, pruned_loss=0.1261, over 12407.00 frames. utt_duration=765.2 frames, utt_pad_proportion=0.1265, over 65.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.299, pruned_loss=0.06799, over 2473391.29 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06422, over 17140.97 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3046, pruned_loss=0.06583, over 2464699.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.06425, over 8125.01 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2971, pruned_loss=0.06658, over 2473360.29 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06098, over 17849.60 utterances.], batch size: 65, lr: 4.32e-04
2022-08-24 22:17:01,955 INFO [train.py:927] (0/8) Epoch 8, batch 12700, libri_loss[loss=0.2391, simple_loss=0.3265, pruned_loss=0.07583, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006125, over 37.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.298, pruned_loss=0.06685, over 2473935.88 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06271, over 17574.33 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3045, pruned_loss=0.06584, over 2465158.46 frames. utt_duration=1218 frames, utt_pad_proportion=0.0633, over 8102.74 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06575, over 2473659.75 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06062, over 18313.91 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:18:44,151 INFO [train.py:927] (0/8) Epoch 8, batch 12750, giga_loss[loss=0.2084, simple_loss=0.2905, pruned_loss=0.06317, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2969, pruned_loss=0.06623, over 2473922.67 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05852, over 17208.53 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3037, pruned_loss=0.06571, over 2464801.65 frames. utt_duration=1229 frames, utt_pad_proportion=0.06207, over 8033.24 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2961, pruned_loss=0.06548, over 2474270.77 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05747, over 18148.97 utterances.], batch size: 62, lr: 4.32e-04
2022-08-24 22:20:23,835 INFO [train.py:927] (0/8) Epoch 8, batch 12800, giga_loss[loss=0.2047, simple_loss=0.2954, pruned_loss=0.05699, over 12325.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03061, over 62.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.299, pruned_loss=0.06715, over 2473338.45 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05624, over 17500.16 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3036, pruned_loss=0.06575, over 2464578.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06095, over 7995.82 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2984, pruned_loss=0.06653, over 2474025.43 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05594, over 18499.93 utterances.], batch size: 62, lr: 4.32e-04
2022-08-24 22:22:05,795 INFO [train.py:927] (0/8) Epoch 8, batch 12850, giga_loss[loss=0.2191, simple_loss=0.2983, pruned_loss=0.06994, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03798, over 30.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3006, pruned_loss=0.06772, over 2473644.86 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05895, over 17741.51 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3036, pruned_loss=0.06599, over 2465001.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.06033, over 7987.04 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3, pruned_loss=0.06704, over 2473962.36 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05885, over 18727.41 utterances.], batch size: 30, lr: 4.32e-04
2022-08-24 22:23:51,694 INFO [train.py:927] (0/8) Epoch 8, batch 12900, giga_loss[loss=0.1964, simple_loss=0.2882, pruned_loss=0.05232, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03383, over 75.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3017, pruned_loss=0.06834, over 2474288.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0604, over 18206.13 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3036, pruned_loss=0.06595, over 2465160.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06008, over 7983.10 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06785, over 2474434.64 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06035, over 19025.06 utterances.], batch size: 75, lr: 4.32e-04
2022-08-24 22:25:33,702 INFO [train.py:927] (0/8) Epoch 8, batch 12950, giga_loss[loss=0.2482, simple_loss=0.3224, pruned_loss=0.08698, over 12373.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05251, over 161.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06854, over 2473708.25 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06094, over 18772.25 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3038, pruned_loss=0.06612, over 2465072.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06431, over 8053.57 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3013, pruned_loss=0.06804, over 2474011.88 frames. utt_duration=509.2 frames, utt_pad_proportion=0.05948, over 19490.75 utterances.], batch size: 161, lr: 4.32e-04
2022-08-24 22:27:14,709 INFO [train.py:927] (0/8) Epoch 8, batch 13000, giga_loss[loss=0.2063, simple_loss=0.2973, pruned_loss=0.05767, over 12469.00 frames. utt_duration=847.2 frames, utt_pad_proportion=0.03731, over 59.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3002, pruned_loss=0.06783, over 2473986.00 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06252, over 18835.67 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3043, pruned_loss=0.06669, over 2465234.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.06791, over 8120.31 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06692, over 2474239.82 frames. utt_duration=508.1 frames, utt_pad_proportion=0.05979, over 19537.05 utterances.], batch size: 59, lr: 4.32e-04
2022-08-24 22:28:55,590 INFO [train.py:927] (0/8) Epoch 8, batch 13050, giga_loss[loss=0.222, simple_loss=0.3147, pruned_loss=0.06464, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3006, pruned_loss=0.06682, over 2474547.50 frames. utt_duration=522 frames, utt_pad_proportion=0.05939, over 19016.66 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3044, pruned_loss=0.06672, over 2465366.27 frames. utt_duration=1217 frames, utt_pad_proportion=0.06765, over 8114.70 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2997, pruned_loss=0.06608, over 2474674.32 frames. utt_duration=506.2 frames, utt_pad_proportion=0.05744, over 19614.68 utterances.], batch size: 123, lr: 4.32e-04
2022-08-24 22:30:36,775 INFO [train.py:927] (0/8) Epoch 8, batch 13100, giga_loss[loss=0.206, simple_loss=0.281, pruned_loss=0.06547, over 12452.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0356, over 86.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.066, over 2474798.42 frames. utt_duration=543 frames, utt_pad_proportion=0.05634, over 18280.89 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3045, pruned_loss=0.06679, over 2465156.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.06774, over 8121.12 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2979, pruned_loss=0.06536, over 2475191.54 frames. utt_duration=525.9 frames, utt_pad_proportion=0.05475, over 18882.20 utterances.], batch size: 86, lr: 4.32e-04
2022-08-24 22:32:18,785 INFO [train.py:927] (0/8) Epoch 8, batch 13150, giga_loss[loss=0.2138, simple_loss=0.289, pruned_loss=0.0693, over 12436.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03521, over 86.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2976, pruned_loss=0.06738, over 2474134.53 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05293, over 17633.60 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3047, pruned_loss=0.06726, over 2465212.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06663, over 8114.76 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2966, pruned_loss=0.06644, over 2474641.38 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05201, over 18375.91 utterances.], batch size: 86, lr: 4.32e-04
2022-08-24 22:33:59,420 INFO [train.py:927] (0/8) Epoch 8, batch 13200, giga_loss[loss=0.1949, simple_loss=0.2769, pruned_loss=0.05641, over 12451.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03084, over 80.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2964, pruned_loss=0.06745, over 2473943.83 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05634, over 18184.80 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3046, pruned_loss=0.06727, over 2465232.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.06641, over 8118.52 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2956, pruned_loss=0.0667, over 2474491.47 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0555, over 18949.72 utterances.], batch size: 80, lr: 4.32e-04
2022-08-24 22:35:39,491 INFO [train.py:927] (0/8) Epoch 8, batch 13250, libri_loss[loss=0.2231, simple_loss=0.3074, pruned_loss=0.06936, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006497, over 32.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2929, pruned_loss=0.06622, over 2473347.75 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05287, over 17066.34 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3041, pruned_loss=0.06736, over 2465283.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06488, over 8059.24 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2923, pruned_loss=0.06551, over 2474102.92 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05277, over 18172.11 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:37:21,416 INFO [train.py:927] (0/8) Epoch 8, batch 13300, giga_loss[loss=0.171, simple_loss=0.2581, pruned_loss=0.04193, over 12433.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0475, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2894, pruned_loss=0.06451, over 2472268.06 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05108, over 16916.68 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3036, pruned_loss=0.06751, over 2464871.36 frames. utt_duration=1232 frames, utt_pad_proportion=0.06356, over 8012.10 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.289, pruned_loss=0.06374, over 2473468.74 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0515, over 18086.48 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:39:03,432 INFO [train.py:927] (0/8) Epoch 8, batch 13350, giga_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06849, over 12381.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02761, over 70.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2921, pruned_loss=0.06559, over 2472461.12 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05274, over 17016.86 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3046, pruned_loss=0.06774, over 2464678.50 frames. utt_duration=1235 frames, utt_pad_proportion=0.06284, over 7992.02 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2907, pruned_loss=0.06473, over 2473709.62 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05325, over 18092.61 utterances.], batch size: 70, lr: 4.32e-04
2022-08-24 22:40:45,923 INFO [train.py:927] (0/8) Epoch 8, batch 13400, giga_loss[loss=0.2778, simple_loss=0.3437, pruned_loss=0.1059, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2962, pruned_loss=0.06739, over 2472979.51 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05462, over 17604.51 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3048, pruned_loss=0.06801, over 2464665.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06223, over 7987.27 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2946, pruned_loss=0.06643, over 2474114.85 frames. utt_duration=533 frames, utt_pad_proportion=0.05507, over 18619.57 utterances.], batch size: 212, lr: 4.32e-04
2022-08-24 22:42:29,456 INFO [train.py:927] (0/8) Epoch 8, batch 13450, giga_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07278, over 12433.00 frames. utt_duration=542.1 frames, utt_pad_proportion=0.03377, over 92.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06916, over 2472448.84 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05869, over 18073.11 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3046, pruned_loss=0.06822, over 2464773.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06042, over 7936.77 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2974, pruned_loss=0.0682, over 2473574.43 frames. utt_duration=514.1 frames, utt_pad_proportion=0.05944, over 19301.82 utterances.], batch size: 92, lr: 4.31e-04
2022-08-24 22:43:33,877 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-198000.pt
2022-08-24 22:44:24,220 INFO [train.py:927] (0/8) Epoch 8, batch 13500, giga_loss[loss=0.2858, simple_loss=0.3571, pruned_loss=0.1072, over 12347.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3036, pruned_loss=0.07229, over 2473113.02 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05765, over 18228.17 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3043, pruned_loss=0.06826, over 2464739.87 frames. utt_duration=1248 frames, utt_pad_proportion=0.05954, over 7908.24 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3027, pruned_loss=0.07153, over 2474170.99 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05861, over 19410.59 utterances.], batch size: 91, lr: 4.31e-04
2022-08-24 22:46:08,020 INFO [train.py:927] (0/8) Epoch 8, batch 13550, giga_loss[loss=0.2667, simple_loss=0.3362, pruned_loss=0.0986, over 12231.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03705, over 28.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3108, pruned_loss=0.07774, over 2472710.31 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06785, over 19346.26 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3044, pruned_loss=0.06847, over 2464654.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.05917, over 7906.28 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07708, over 2473781.18 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06828, over 20501.61 utterances.], batch size: 28, lr: 4.31e-04
2022-08-24 22:47:52,007 INFO [train.py:927] (0/8) Epoch 8, batch 13600, libri_loss[loss=0.2002, simple_loss=0.2719, pruned_loss=0.06421, over 12305.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004585, over 32.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.0835, over 2472880.69 frames. utt_duration=496.4 frames, utt_pad_proportion=0.0692, over 19988.08 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3035, pruned_loss=0.06848, over 2464705.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05748, over 7849.87 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08344, over 2474018.18 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07012, over 21405.37 utterances.], batch size: 32, lr: 4.31e-04
2022-08-24 22:49:35,360 INFO [train.py:927] (0/8) Epoch 8, batch 13650, giga_loss[loss=0.2109, simple_loss=0.2949, pruned_loss=0.0634, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04376, over 34.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08534, over 2472957.59 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07061, over 19824.98 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3034, pruned_loss=0.06878, over 2464659.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05621, over 7815.83 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3212, pruned_loss=0.08546, over 2474162.18 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07186, over 21336.94 utterances.], batch size: 34, lr: 4.31e-04
2022-08-24 22:51:23,090 INFO [train.py:927] (0/8) Epoch 8, batch 13700, giga_loss[loss=0.3401, simple_loss=0.3827, pruned_loss=0.1488, over 12362.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3247, pruned_loss=0.08988, over 2473168.70 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07214, over 20223.75 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06938, over 2464513.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.0554, over 7809.49 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3259, pruned_loss=0.0901, over 2474568.41 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07344, over 21880.50 utterances.], batch size: 183, lr: 4.31e-04
2022-08-24 22:53:14,594 INFO [train.py:927] (0/8) Epoch 8, batch 13750, giga_loss[loss=0.277, simple_loss=0.3505, pruned_loss=0.1018, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05293, over 161.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3307, pruned_loss=0.0949, over 2473212.20 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07739, over 21358.09 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3036, pruned_loss=0.06936, over 2464204.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05478, over 7790.45 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3321, pruned_loss=0.0954, over 2474710.96 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07826, over 22852.16 utterances.], batch size: 161, lr: 4.31e-04
2022-08-24 22:54:58,710 INFO [train.py:927] (0/8) Epoch 8, batch 13800, giga_loss[loss=0.2649, simple_loss=0.3354, pruned_loss=0.09722, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04102, over 113.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3299, pruned_loss=0.09482, over 2474060.99 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07545, over 20977.12 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06927, over 2464236.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.05418, over 7770.68 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3315, pruned_loss=0.09561, over 2475327.69 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07652, over 22342.67 utterances.], batch size: 113, lr: 4.31e-04
2022-08-24 22:56:43,717 INFO [train.py:927] (0/8) Epoch 8, batch 13850, giga_loss[loss=0.3235, simple_loss=0.3674, pruned_loss=0.1397, over 12341.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3301, pruned_loss=0.0938, over 2473446.52 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07871, over 20799.41 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06962, over 2463976.05 frames. utt_duration=1272 frames, utt_pad_proportion=0.05372, over 7757.91 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3316, pruned_loss=0.09487, over 2474972.91 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07971, over 22308.33 utterances.], batch size: 372, lr: 4.31e-04
2022-08-24 22:58:31,556 INFO [train.py:927] (0/8) Epoch 8, batch 13900, giga_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.05433, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.0391, over 28.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3322, pruned_loss=0.09518, over 2473896.26 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08029, over 21432.75 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3039, pruned_loss=0.06979, over 2464135.63 frames. utt_duration=1276 frames, utt_pad_proportion=0.05294, over 7732.92 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.334, pruned_loss=0.09632, over 2475127.52 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08131, over 22880.68 utterances.], batch size: 28, lr: 4.31e-04
2022-08-24 23:00:17,404 INFO [train.py:927] (0/8) Epoch 8, batch 13950, giga_loss[loss=0.2648, simple_loss=0.3415, pruned_loss=0.09408, over 12379.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03109, over 104.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.332, pruned_loss=0.09423, over 2474360.20 frames. utt_duration=444 frames, utt_pad_proportion=0.07975, over 22364.77 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07027, over 2464107.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.05698, over 7800.99 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3339, pruned_loss=0.09524, over 2475590.73 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07957, over 23780.62 utterances.], batch size: 104, lr: 4.31e-04
2022-08-24 23:02:01,933 INFO [train.py:927] (0/8) Epoch 8, batch 14000, libri_loss[loss=0.2417, simple_loss=0.319, pruned_loss=0.08222, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009772, over 39.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3287, pruned_loss=0.09157, over 2474721.97 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07907, over 22398.24 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3043, pruned_loss=0.07052, over 2464294.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05606, over 7790.08 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3306, pruned_loss=0.09256, over 2475685.14 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07936, over 23796.26 utterances.], batch size: 39, lr: 4.31e-04
2022-08-24 23:03:45,661 INFO [train.py:927] (0/8) Epoch 8, batch 14050, giga_loss[loss=0.2347, simple_loss=0.3219, pruned_loss=0.07376, over 12310.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.0278, over 79.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3275, pruned_loss=0.09046, over 2474885.93 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07751, over 22611.21 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3043, pruned_loss=0.07071, over 2464470.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05587, over 7798.24 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3294, pruned_loss=0.09155, over 2475735.07 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07806, over 24043.64 utterances.], batch size: 79, lr: 4.31e-04
2022-08-24 23:05:41,140 INFO [train.py:927] (0/8) Epoch 8, batch 14100, giga_loss[loss=0.1927, simple_loss=0.2914, pruned_loss=0.04706, over 12438.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03284, over 75.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3262, pruned_loss=0.0886, over 2474886.71 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07648, over 21769.94 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3045, pruned_loss=0.07082, over 2464805.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.055, over 7788.41 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3279, pruned_loss=0.08969, over 2475425.90 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07738, over 23182.39 utterances.], batch size: 75, lr: 4.31e-04
2022-08-24 23:07:29,428 INFO [train.py:927] (0/8) Epoch 8, batch 14150, giga_loss[loss=0.2632, simple_loss=0.3431, pruned_loss=0.09161, over 12373.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03091, over 58.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3276, pruned_loss=0.08757, over 2475052.65 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07483, over 22029.82 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3043, pruned_loss=0.07072, over 2464849.58 frames. utt_duration=1270 frames, utt_pad_proportion=0.05477, over 7771.59 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3293, pruned_loss=0.08864, over 2475520.86 frames. utt_duration=427 frames, utt_pad_proportion=0.07572, over 23268.57 utterances.], batch size: 58, lr: 4.31e-04
2022-08-24 23:09:16,570 INFO [train.py:927] (0/8) Epoch 8, batch 14200, giga_loss[loss=0.304, simple_loss=0.3504, pruned_loss=0.1288, over 12338.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2093, over 371.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3265, pruned_loss=0.08744, over 2474726.13 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07463, over 21589.18 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3044, pruned_loss=0.07107, over 2464739.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.05473, over 7777.36 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3283, pruned_loss=0.08836, over 2475420.95 frames. utt_duration=434 frames, utt_pad_proportion=0.07553, over 22891.63 utterances.], batch size: 371, lr: 4.31e-04
2022-08-24 23:11:05,275 INFO [train.py:927] (0/8) Epoch 8, batch 14250, giga_loss[loss=0.2554, simple_loss=0.3176, pruned_loss=0.09664, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03423, over 39.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3254, pruned_loss=0.08768, over 2474831.56 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0736, over 21917.09 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07123, over 2465030.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05387, over 7766.89 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.08854, over 2475304.49 frames. utt_duration=428 frames, utt_pad_proportion=0.07473, over 23211.32 utterances.], batch size: 39, lr: 4.31e-04
2022-08-24 23:12:52,695 INFO [train.py:927] (0/8) Epoch 8, batch 14300, libri_loss[loss=0.2347, simple_loss=0.3219, pruned_loss=0.07373, over 12462.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005264, over 35.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3236, pruned_loss=0.08701, over 2474635.42 frames. utt_duration=458 frames, utt_pad_proportion=0.07593, over 21680.86 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3043, pruned_loss=0.07144, over 2465250.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05174, over 7717.99 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3261, pruned_loss=0.08831, over 2475300.78 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07758, over 23477.13 utterances.], batch size: 35, lr: 4.31e-04
2022-08-24 23:14:40,826 INFO [train.py:927] (0/8) Epoch 8, batch 14350, libri_loss[loss=0.1883, simple_loss=0.2698, pruned_loss=0.05334, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006686, over 32.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3217, pruned_loss=0.08501, over 2473653.40 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07975, over 21273.01 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3041, pruned_loss=0.07131, over 2464859.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.0512, over 7696.33 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3242, pruned_loss=0.08636, over 2474650.38 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08111, over 22902.82 utterances.], batch size: 32, lr: 4.30e-04
2022-08-24 23:16:27,325 INFO [train.py:927] (0/8) Epoch 8, batch 14400, giga_loss[loss=0.2436, simple_loss=0.3083, pruned_loss=0.08947, over 12257.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.02891, over 39.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3212, pruned_loss=0.08484, over 2473880.06 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07488, over 20878.39 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3045, pruned_loss=0.07175, over 2464871.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.0502, over 7676.64 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3233, pruned_loss=0.08588, over 2474885.63 frames. utt_duration=440 frames, utt_pad_proportion=0.07685, over 22571.15 utterances.], batch size: 39, lr: 4.30e-04
2022-08-24 23:18:11,915 INFO [train.py:927] (0/8) Epoch 8, batch 14450, giga_loss[loss=0.2498, simple_loss=0.3238, pruned_loss=0.08792, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02456, over 48.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3193, pruned_loss=0.08439, over 2473981.27 frames. utt_duration=480 frames, utt_pad_proportion=0.07771, over 20679.85 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.304, pruned_loss=0.07167, over 2464875.34 frames. utt_duration=1291 frames, utt_pad_proportion=0.04908, over 7646.38 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3219, pruned_loss=0.08571, over 2475083.94 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07973, over 22489.11 utterances.], batch size: 48, lr: 4.30e-04
2022-08-24 23:19:58,225 INFO [train.py:927] (0/8) Epoch 8, batch 14500, giga_loss[loss=0.2526, simple_loss=0.3353, pruned_loss=0.08493, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02637, over 54.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.319, pruned_loss=0.08494, over 2473974.37 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07375, over 20492.38 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3045, pruned_loss=0.07215, over 2464872.87 frames. utt_duration=1286 frames, utt_pad_proportion=0.04937, over 7673.10 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3209, pruned_loss=0.08579, over 2475008.54 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07576, over 22127.40 utterances.], batch size: 54, lr: 4.30e-04
2022-08-24 23:21:44,633 INFO [train.py:927] (0/8) Epoch 8, batch 14550, giga_loss[loss=0.2512, simple_loss=0.3337, pruned_loss=0.08435, over 12329.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3179, pruned_loss=0.08465, over 2473309.50 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07161, over 20608.80 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3041, pruned_loss=0.07198, over 2465012.40 frames. utt_duration=1288 frames, utt_pad_proportion=0.04876, over 7663.71 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.0857, over 2474173.58 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07366, over 22135.90 utterances.], batch size: 58, lr: 4.30e-04
2022-08-24 23:23:32,124 INFO [train.py:927] (0/8) Epoch 8, batch 14600, giga_loss[loss=0.2271, simple_loss=0.3083, pruned_loss=0.07293, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.03788, over 34.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3175, pruned_loss=0.08358, over 2474115.37 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06894, over 20535.88 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3037, pruned_loss=0.07184, over 2464953.21 frames. utt_duration=1292 frames, utt_pad_proportion=0.04856, over 7642.13 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08462, over 2474911.38 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07084, over 21857.39 utterances.], batch size: 34, lr: 4.30e-04
2022-08-24 23:25:16,627 INFO [train.py:927] (0/8) Epoch 8, batch 14650, giga_loss[loss=0.2347, simple_loss=0.3163, pruned_loss=0.07661, over 12354.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04191, over 40.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08314, over 2473892.15 frames. utt_duration=492 frames, utt_pad_proportion=0.07204, over 20174.05 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3039, pruned_loss=0.07224, over 2464683.32 frames. utt_duration=1284 frames, utt_pad_proportion=0.05205, over 7688.55 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.0839, over 2475013.56 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07252, over 21536.64 utterances.], batch size: 40, lr: 4.30e-04
2022-08-24 23:27:05,379 INFO [train.py:927] (0/8) Epoch 8, batch 14700, giga_loss[loss=0.2689, simple_loss=0.3459, pruned_loss=0.09599, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04393, over 31.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08508, over 2474066.88 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07458, over 20587.55 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3037, pruned_loss=0.07222, over 2464580.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.0518, over 7674.73 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3213, pruned_loss=0.08578, over 2475106.01 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07494, over 21772.36 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:28:51,060 INFO [train.py:927] (0/8) Epoch 8, batch 14750, giga_loss[loss=0.2395, simple_loss=0.3154, pruned_loss=0.08173, over 12447.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.322, pruned_loss=0.08721, over 2474468.30 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07564, over 21101.91 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3045, pruned_loss=0.07234, over 2464376.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.05213, over 7690.36 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08785, over 2475615.81 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07588, over 22204.98 utterances.], batch size: 75, lr: 4.30e-04
2022-08-24 23:30:39,425 INFO [train.py:927] (0/8) Epoch 8, batch 14800, giga_loss[loss=0.2656, simple_loss=0.331, pruned_loss=0.1001, over 12413.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03862, over 133.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.322, pruned_loss=0.08768, over 2474180.16 frames. utt_duration=471 frames, utt_pad_proportion=0.07419, over 21077.37 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3048, pruned_loss=0.07267, over 2464350.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.0565, over 7760.05 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3226, pruned_loss=0.08804, over 2475191.64 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07333, over 22003.14 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:32:22,930 INFO [train.py:927] (0/8) Epoch 8, batch 14850, giga_loss[loss=0.2272, simple_loss=0.3134, pruned_loss=0.07055, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3214, pruned_loss=0.08615, over 2473679.61 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07898, over 21311.76 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3054, pruned_loss=0.07321, over 2464670.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.06009, over 7841.64 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3217, pruned_loss=0.08621, over 2474356.66 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07734, over 22227.59 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:34:10,988 INFO [train.py:927] (0/8) Epoch 8, batch 14900, giga_loss[loss=0.2139, simple_loss=0.2875, pruned_loss=0.07013, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0226, over 48.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08477, over 2474206.36 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07882, over 21019.63 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3053, pruned_loss=0.0732, over 2464511.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.05963, over 7831.24 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3192, pruned_loss=0.08494, over 2474986.73 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07774, over 21880.28 utterances.], batch size: 48, lr: 4.30e-04
2022-08-24 23:35:54,418 INFO [train.py:927] (0/8) Epoch 8, batch 14950, giga_loss[loss=0.2699, simple_loss=0.3409, pruned_loss=0.09944, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02415, over 48.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3186, pruned_loss=0.08467, over 2474383.15 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07306, over 20203.41 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3051, pruned_loss=0.07315, over 2464737.82 frames. utt_duration=1265 frames, utt_pad_proportion=0.05857, over 7800.73 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3194, pruned_loss=0.08511, over 2475021.60 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07286, over 21196.38 utterances.], batch size: 48, lr: 4.30e-04
2022-08-24 23:37:44,733 INFO [train.py:927] (0/8) Epoch 8, batch 15000, giga_loss[loss=0.3064, simple_loss=0.393, pruned_loss=0.1099, over 12410.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.323, pruned_loss=0.08446, over 2474921.20 frames. utt_duration=483.9 frames, utt_pad_proportion=0.0726, over 20517.98 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3052, pruned_loss=0.07309, over 2464616.68 frames. utt_duration=1261 frames, utt_pad_proportion=0.05905, over 7825.53 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3237, pruned_loss=0.08501, over 2475659.83 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07237, over 21439.77 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:37:44,754 INFO [train.py:958] (0/8) Computing validation loss
2022-08-24 23:38:00,971 INFO [train.py:967] (0/8) 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] (0/8) Epoch 8, batch 15050, giga_loss[loss=0.2664, simple_loss=0.3386, pruned_loss=0.09709, over 12451.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03693, over 123.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3251, pruned_loss=0.08593, over 2475474.95 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06875, over 19880.37 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.0734, over 2464914.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.0586, over 7832.40 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3261, pruned_loss=0.08642, over 2476076.29 frames. utt_duration=474 frames, utt_pad_proportion=0.06904, over 20958.71 utterances.], batch size: 123, lr: 4.30e-04
2022-08-24 23:41:31,405 INFO [train.py:927] (0/8) Epoch 8, batch 15100, giga_loss[loss=0.359, simple_loss=0.3847, pruned_loss=0.1666, over 12348.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2127, over 373.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3263, pruned_loss=0.08766, over 2474341.53 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07322, over 20365.43 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3052, pruned_loss=0.07354, over 2465042.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06202, over 7890.93 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.328, pruned_loss=0.08843, over 2475091.33 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07219, over 21647.32 utterances.], batch size: 373, lr: 4.30e-04
2022-08-24 23:43:17,285 INFO [train.py:927] (0/8) Epoch 8, batch 15150, giga_loss[loss=0.2356, simple_loss=0.3204, pruned_loss=0.07541, over 12346.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3234, pruned_loss=0.0867, over 2474244.75 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07006, over 19612.00 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3046, pruned_loss=0.07331, over 2464904.01 frames. utt_duration=1256 frames, utt_pad_proportion=0.06107, over 7862.06 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3257, pruned_loss=0.08785, over 2475186.12 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0698, over 20939.83 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:45:04,041 INFO [train.py:927] (0/8) Epoch 8, batch 15200, giga_loss[loss=0.2472, simple_loss=0.325, pruned_loss=0.08468, over 12401.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03652, over 113.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3222, pruned_loss=0.08689, over 2473563.76 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07009, over 19636.55 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3047, pruned_loss=0.07343, over 2464627.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.06013, over 7838.98 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3242, pruned_loss=0.08792, over 2474712.56 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07027, over 20913.89 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:46:50,548 INFO [train.py:927] (0/8) Epoch 8, batch 15250, giga_loss[loss=0.2139, simple_loss=0.2947, pruned_loss=0.06662, over 12412.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.0341, over 75.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08698, over 2473480.70 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07047, over 19505.38 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3055, pruned_loss=0.07387, over 2464697.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.0632, over 7909.01 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08772, over 2474520.37 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06967, over 20709.83 utterances.], batch size: 75, lr: 4.30e-04
2022-08-24 23:48:36,072 INFO [train.py:927] (0/8) Epoch 8, batch 15300, giga_loss[loss=0.2578, simple_loss=0.3286, pruned_loss=0.09353, over 12409.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07295, over 213.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3209, pruned_loss=0.08645, over 2473129.55 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06893, over 19903.50 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3053, pruned_loss=0.07351, over 2464574.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06218, over 7869.71 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3225, pruned_loss=0.08764, over 2474243.76 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06879, over 21157.12 utterances.], batch size: 213, lr: 4.29e-04
2022-08-24 23:50:22,110 INFO [train.py:927] (0/8) Epoch 8, batch 15350, libri_loss[loss=0.2507, simple_loss=0.3172, pruned_loss=0.09212, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00565, over 34.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08634, over 2473247.29 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06537, over 19374.78 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3051, pruned_loss=0.07355, over 2464816.74 frames. utt_duration=1254 frames, utt_pad_proportion=0.06162, over 7869.03 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3239, pruned_loss=0.08765, over 2474200.87 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06573, over 20765.20 utterances.], batch size: 34, lr: 4.29e-04
2022-08-24 23:52:09,798 INFO [train.py:927] (0/8) Epoch 8, batch 15400, giga_loss[loss=0.2617, simple_loss=0.348, pruned_loss=0.08768, over 12373.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03353, over 122.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08584, over 2473492.58 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06312, over 18766.74 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3048, pruned_loss=0.07362, over 2464495.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.06065, over 7842.53 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3242, pruned_loss=0.08711, over 2474723.10 frames. utt_duration=492.9 frames, utt_pad_proportion=0.0639, over 20141.95 utterances.], batch size: 122, lr: 4.29e-04
2022-08-24 23:53:56,633 INFO [train.py:927] (0/8) Epoch 8, batch 15450, giga_loss[loss=0.2353, simple_loss=0.3234, pruned_loss=0.07357, over 12387.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3239, pruned_loss=0.08537, over 2474306.66 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06506, over 19170.49 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3052, pruned_loss=0.0739, over 2464885.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05985, over 7848.70 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3256, pruned_loss=0.08635, over 2475100.04 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06586, over 20451.35 utterances.], batch size: 91, lr: 4.29e-04
2022-08-24 23:54:57,639 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-200000.pt
2022-08-24 23:55:46,407 INFO [train.py:927] (0/8) Epoch 8, batch 15500, giga_loss[loss=0.2591, simple_loss=0.3327, pruned_loss=0.09281, over 12449.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04288, over 114.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3275, pruned_loss=0.08731, over 2475038.24 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07088, over 19369.59 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.307, pruned_loss=0.07509, over 2464994.75 frames. utt_duration=1214 frames, utt_pad_proportion=0.07445, over 8133.93 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3279, pruned_loss=0.08739, over 2475918.35 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06598, over 20510.40 utterances.], batch size: 114, lr: 4.29e-04
2022-08-24 23:57:33,419 INFO [train.py:927] (0/8) Epoch 8, batch 15550, giga_loss[loss=0.2458, simple_loss=0.3255, pruned_loss=0.08304, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3271, pruned_loss=0.08783, over 2475059.69 frames. utt_duration=513.7 frames, utt_pad_proportion=0.07012, over 19329.54 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3067, pruned_loss=0.07495, over 2464785.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.07368, over 8107.05 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.328, pruned_loss=0.0882, over 2476091.42 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06655, over 20418.11 utterances.], batch size: 62, lr: 4.29e-04
2022-08-24 23:59:16,385 INFO [train.py:927] (0/8) Epoch 8, batch 15600, giga_loss[loss=0.2365, simple_loss=0.3281, pruned_loss=0.07244, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02931, over 39.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3267, pruned_loss=0.08709, over 2474540.87 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07195, over 19606.17 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3068, pruned_loss=0.07513, over 2464690.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07679, over 8149.96 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3278, pruned_loss=0.08755, over 2475711.72 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06783, over 20729.63 utterances.], batch size: 39, lr: 4.29e-04
2022-08-25 00:00:59,459 INFO [train.py:927] (0/8) Epoch 8, batch 15650, giga_loss[loss=0.3032, simple_loss=0.3645, pruned_loss=0.1209, over 12398.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3256, pruned_loss=0.08474, over 2474387.96 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06913, over 18783.49 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3069, pruned_loss=0.07527, over 2464727.72 frames. utt_duration=1211 frames, utt_pad_proportion=0.07604, over 8149.19 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3269, pruned_loss=0.08521, over 2475515.83 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06607, over 19930.66 utterances.], batch size: 183, lr: 4.29e-04
2022-08-25 00:02:43,811 INFO [train.py:927] (0/8) Epoch 8, batch 15700, giga_loss[loss=0.2387, simple_loss=0.3262, pruned_loss=0.07565, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3256, pruned_loss=0.08526, over 2474005.05 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06745, over 19336.81 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3068, pruned_loss=0.07536, over 2465029.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.07521, over 8130.00 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.327, pruned_loss=0.08571, over 2474747.26 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06545, over 20418.74 utterances.], batch size: 70, lr: 4.29e-04
2022-08-25 00:04:29,974 INFO [train.py:927] (0/8) Epoch 8, batch 15750, giga_loss[loss=0.2554, simple_loss=0.3275, pruned_loss=0.09168, over 12323.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03094, over 85.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3255, pruned_loss=0.08652, over 2473790.00 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07077, over 19564.31 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3076, pruned_loss=0.0762, over 2465262.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.08215, over 8266.43 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3265, pruned_loss=0.08646, over 2474435.21 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06631, over 20655.08 utterances.], batch size: 85, lr: 4.29e-04
2022-08-25 00:06:16,499 INFO [train.py:927] (0/8) Epoch 8, batch 15800, libri_loss[loss=0.2218, simple_loss=0.2985, pruned_loss=0.07253, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006004, over 34.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3238, pruned_loss=0.08649, over 2474395.99 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07361, over 20545.37 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3075, pruned_loss=0.07608, over 2465400.96 frames. utt_duration=1199 frames, utt_pad_proportion=0.07971, over 8232.41 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3252, pruned_loss=0.08692, over 2475122.57 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07082, over 21902.25 utterances.], batch size: 34, lr: 4.29e-04
2022-08-25 00:08:01,956 INFO [train.py:927] (0/8) Epoch 8, batch 15850, giga_loss[loss=0.2533, simple_loss=0.3311, pruned_loss=0.08774, over 12446.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08731, over 2475767.38 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07139, over 21540.52 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3074, pruned_loss=0.07607, over 2465512.13 frames. utt_duration=1202 frames, utt_pad_proportion=0.07915, over 8215.15 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3246, pruned_loss=0.08774, over 2476318.36 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06954, over 22724.26 utterances.], batch size: 146, lr: 4.29e-04
2022-08-25 00:09:42,499 INFO [train.py:927] (0/8) Epoch 8, batch 15900, giga_loss[loss=0.184, simple_loss=0.2662, pruned_loss=0.05087, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03496, over 43.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08373, over 2475778.38 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06909, over 21052.05 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.07601, over 2465691.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.07761, over 8156.37 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3206, pruned_loss=0.08439, over 2476339.89 frames. utt_duration=443 frames, utt_pad_proportion=0.06815, over 22435.29 utterances.], batch size: 43, lr: 4.29e-04
2022-08-25 00:11:29,978 INFO [train.py:927] (0/8) Epoch 8, batch 15950, giga_loss[loss=0.2635, simple_loss=0.3312, pruned_loss=0.09794, over 12434.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04161, over 146.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3169, pruned_loss=0.0825, over 2475286.95 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06649, over 20600.70 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3069, pruned_loss=0.07607, over 2465449.93 frames. utt_duration=1211 frames, utt_pad_proportion=0.07661, over 8155.74 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08322, over 2476254.26 frames. utt_duration=449.4 frames, utt_pad_proportion=0.06615, over 22113.72 utterances.], batch size: 146, lr: 4.29e-04
2022-08-25 00:13:17,616 INFO [train.py:927] (0/8) Epoch 8, batch 16000, giga_loss[loss=0.2517, simple_loss=0.3356, pruned_loss=0.08393, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03996, over 113.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3151, pruned_loss=0.08237, over 2474965.09 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06986, over 21368.29 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3068, pruned_loss=0.07597, over 2465252.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.07607, over 8137.24 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3168, pruned_loss=0.08308, over 2476007.63 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06959, over 22695.88 utterances.], batch size: 113, lr: 4.29e-04
2022-08-25 00:15:02,437 INFO [train.py:927] (0/8) Epoch 8, batch 16050, giga_loss[loss=0.2266, simple_loss=0.3084, pruned_loss=0.07238, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03444, over 86.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08303, over 2475815.16 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07054, over 21838.21 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3072, pruned_loss=0.07639, over 2465516.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.07493, over 8113.76 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08335, over 2476579.03 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07063, over 23148.13 utterances.], batch size: 86, lr: 4.29e-04
2022-08-25 00:16:47,037 INFO [train.py:927] (0/8) Epoch 8, batch 16100, giga_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07398, over 12315.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03603, over 62.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3177, pruned_loss=0.08436, over 2475836.02 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07999, over 22483.75 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3073, pruned_loss=0.0765, over 2465991.87 frames. utt_duration=1220 frames, utt_pad_proportion=0.07322, over 8095.01 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3189, pruned_loss=0.08476, over 2476341.46 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0802, over 24023.42 utterances.], batch size: 62, lr: 4.29e-04
2022-08-25 00:18:33,801 INFO [train.py:927] (0/8) Epoch 8, batch 16150, giga_loss[loss=0.2812, simple_loss=0.343, pruned_loss=0.1097, over 12359.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04735, over 146.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3187, pruned_loss=0.08499, over 2475938.95 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07746, over 21930.95 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3072, pruned_loss=0.07648, over 2465963.94 frames. utt_duration=1221 frames, utt_pad_proportion=0.07181, over 8085.89 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3201, pruned_loss=0.08559, over 2476689.95 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07831, over 23634.21 utterances.], batch size: 146, lr: 4.29e-04
2022-08-25 00:20:20,264 INFO [train.py:927] (0/8) Epoch 8, batch 16200, giga_loss[loss=0.3001, simple_loss=0.3622, pruned_loss=0.119, over 12390.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07027, over 212.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3197, pruned_loss=0.08552, over 2475073.57 frames. utt_duration=458 frames, utt_pad_proportion=0.07869, over 21685.10 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3065, pruned_loss=0.07613, over 2466046.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.07018, over 8024.72 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.0866, over 2475912.04 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07986, over 23545.02 utterances.], batch size: 212, lr: 4.28e-04
2022-08-25 00:22:09,450 INFO [train.py:927] (0/8) Epoch 8, batch 16250, giga_loss[loss=0.2365, simple_loss=0.3211, pruned_loss=0.07598, over 12384.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.0361, over 80.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3218, pruned_loss=0.0867, over 2475297.09 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08041, over 22515.18 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3066, pruned_loss=0.07617, over 2466113.46 frames. utt_duration=1230 frames, utt_pad_proportion=0.06994, over 8027.60 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3235, pruned_loss=0.08756, over 2475932.45 frames. utt_duration=413.5 frames, utt_pad_proportion=0.0813, over 24037.45 utterances.], batch size: 80, lr: 4.28e-04
2022-08-25 00:23:55,771 INFO [train.py:927] (0/8) Epoch 8, batch 16300, giga_loss[loss=0.2441, simple_loss=0.3253, pruned_loss=0.08143, over 12381.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.08552, over 2474026.63 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08092, over 21873.18 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3062, pruned_loss=0.07618, over 2465879.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06782, over 7984.45 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08671, over 2475216.22 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08239, over 23871.72 utterances.], batch size: 70, lr: 4.28e-04
2022-08-25 00:25:41,721 INFO [train.py:927] (0/8) Epoch 8, batch 16350, giga_loss[loss=0.2572, simple_loss=0.3305, pruned_loss=0.09191, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06242, over 183.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08698, over 2474084.55 frames. utt_duration=429.8 frames, utt_pad_proportion=0.08544, over 23100.79 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.306, pruned_loss=0.07612, over 2465801.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06758, over 7999.75 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3231, pruned_loss=0.08818, over 2475260.14 frames. utt_duration=398 frames, utt_pad_proportion=0.08647, over 24964.73 utterances.], batch size: 183, lr: 4.28e-04
2022-08-25 00:27:24,643 INFO [train.py:927] (0/8) Epoch 8, batch 16400, libri_loss[loss=0.2307, simple_loss=0.3164, pruned_loss=0.07255, over 12442.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03365, over 46.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3204, pruned_loss=0.08692, over 2474439.31 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07926, over 22554.19 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3063, pruned_loss=0.07625, over 2465871.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06658, over 7992.86 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3223, pruned_loss=0.08794, over 2475459.21 frames. utt_duration=408.9 frames, utt_pad_proportion=0.08089, over 24304.77 utterances.], batch size: 46, lr: 4.28e-04
2022-08-25 00:29:09,171 INFO [train.py:927] (0/8) Epoch 8, batch 16450, giga_loss[loss=0.278, simple_loss=0.3408, pruned_loss=0.1076, over 12419.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3212, pruned_loss=0.08792, over 2474681.92 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07605, over 22024.31 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3064, pruned_loss=0.07628, over 2466109.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.06569, over 7997.11 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.323, pruned_loss=0.089, over 2475532.62 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07796, over 23808.38 utterances.], batch size: 183, lr: 4.28e-04
2022-08-25 00:30:54,693 INFO [train.py:927] (0/8) Epoch 8, batch 16500, giga_loss[loss=0.2588, simple_loss=0.3341, pruned_loss=0.09173, over 12303.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03548, over 51.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.322, pruned_loss=0.08839, over 2474639.17 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07643, over 21866.26 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3069, pruned_loss=0.0766, over 2466165.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.0655, over 8008.33 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3234, pruned_loss=0.08917, over 2475404.81 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07807, over 23511.63 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:32:43,023 INFO [train.py:927] (0/8) Epoch 8, batch 16550, giga_loss[loss=0.2706, simple_loss=0.3416, pruned_loss=0.09981, over 12349.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03304, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3219, pruned_loss=0.08841, over 2474784.46 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0739, over 21291.66 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3066, pruned_loss=0.07652, over 2466187.10 frames. utt_duration=1238 frames, utt_pad_proportion=0.06476, over 7980.33 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3234, pruned_loss=0.08932, over 2475531.58 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07569, over 22864.15 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:34:27,156 INFO [train.py:927] (0/8) Epoch 8, batch 16600, libri_loss[loss=0.2584, simple_loss=0.3364, pruned_loss=0.09018, over 12460.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03313, over 46.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3224, pruned_loss=0.0888, over 2474704.36 frames. utt_duration=465 frames, utt_pad_proportion=0.07468, over 21355.71 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3071, pruned_loss=0.07682, over 2466288.99 frames. utt_duration=1223 frames, utt_pad_proportion=0.06833, over 8076.83 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3237, pruned_loss=0.0897, over 2475529.93 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07497, over 23033.11 utterances.], batch size: 46, lr: 4.28e-04
2022-08-25 00:36:11,081 INFO [train.py:927] (0/8) Epoch 8, batch 16650, giga_loss[loss=0.2653, simple_loss=0.3347, pruned_loss=0.09798, over 12425.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3224, pruned_loss=0.08856, over 2474497.32 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07653, over 21787.54 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07667, over 2466438.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06776, over 8059.32 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.324, pruned_loss=0.08965, over 2475179.33 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07687, over 23383.53 utterances.], batch size: 133, lr: 4.28e-04
2022-08-25 00:37:53,476 INFO [train.py:927] (0/8) Epoch 8, batch 16700, giga_loss[loss=0.2789, simple_loss=0.3486, pruned_loss=0.1046, over 12364.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03488, over 104.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3233, pruned_loss=0.08906, over 2474668.75 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07751, over 21392.11 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3071, pruned_loss=0.07674, over 2467020.88 frames. utt_duration=1222 frames, utt_pad_proportion=0.06696, over 8085.46 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09043, over 2475043.53 frames. utt_duration=426.7 frames, utt_pad_proportion=0.0781, over 23281.97 utterances.], batch size: 104, lr: 4.28e-04
2022-08-25 00:39:38,241 INFO [train.py:927] (0/8) Epoch 8, batch 16750, giga_loss[loss=0.3214, simple_loss=0.3706, pruned_loss=0.1361, over 12364.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1089, over 259.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3242, pruned_loss=0.08893, over 2474369.38 frames. utt_duration=477 frames, utt_pad_proportion=0.07463, over 20811.50 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3073, pruned_loss=0.07688, over 2467108.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06594, over 8066.91 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3258, pruned_loss=0.09011, over 2474724.16 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07571, over 22576.64 utterances.], batch size: 259, lr: 4.28e-04
2022-08-25 00:41:23,121 INFO [train.py:927] (0/8) Epoch 8, batch 16800, giga_loss[loss=0.2372, simple_loss=0.3192, pruned_loss=0.07757, over 12395.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02489, over 66.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3253, pruned_loss=0.08869, over 2474166.08 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07389, over 20847.42 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3077, pruned_loss=0.07712, over 2467017.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.0648, over 8051.04 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3266, pruned_loss=0.08973, over 2474710.22 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07528, over 22628.79 utterances.], batch size: 66, lr: 4.28e-04
2022-08-25 00:43:03,667 INFO [train.py:927] (0/8) Epoch 8, batch 16850, libri_loss[loss=0.1741, simple_loss=0.2575, pruned_loss=0.04539, over 12172.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008949, over 30.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3229, pruned_loss=0.08771, over 2473876.97 frames. utt_duration=481 frames, utt_pad_proportion=0.07366, over 20637.88 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3068, pruned_loss=0.07665, over 2466740.93 frames. utt_duration=1233 frames, utt_pad_proportion=0.06354, over 8011.39 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3254, pruned_loss=0.08937, over 2474826.61 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07537, over 22536.21 utterances.], batch size: 30, lr: 4.28e-04
2022-08-25 00:44:47,277 INFO [train.py:927] (0/8) Epoch 8, batch 16900, giga_loss[loss=0.3092, simple_loss=0.35, pruned_loss=0.1341, over 12359.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2163, over 375.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3248, pruned_loss=0.08951, over 2474510.32 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07566, over 20976.02 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3065, pruned_loss=0.07656, over 2466873.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06333, over 8012.01 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3274, pruned_loss=0.09112, over 2475265.96 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07699, over 22708.17 utterances.], batch size: 375, lr: 4.28e-04
2022-08-25 00:46:34,890 INFO [train.py:927] (0/8) Epoch 8, batch 16950, giga_loss[loss=0.208, simple_loss=0.2843, pruned_loss=0.0659, over 12361.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3247, pruned_loss=0.08994, over 2475288.64 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07208, over 21121.69 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3064, pruned_loss=0.07654, over 2466717.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06309, over 8004.95 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3268, pruned_loss=0.09128, over 2476047.37 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07344, over 22538.63 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:48:17,134 INFO [train.py:927] (0/8) Epoch 8, batch 17000, giga_loss[loss=0.227, simple_loss=0.3042, pruned_loss=0.0749, over 12331.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03398, over 51.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.0916, over 2475328.27 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07883, over 21943.47 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.0769, over 2466676.50 frames. utt_duration=1225 frames, utt_pad_proportion=0.06634, over 8065.16 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3286, pruned_loss=0.09266, over 2476164.91 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07869, over 23324.88 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:50:00,981 INFO [train.py:927] (0/8) Epoch 8, batch 17050, giga_loss[loss=0.2847, simple_loss=0.3615, pruned_loss=0.104, over 12388.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06426, over 183.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3258, pruned_loss=0.09027, over 2474719.46 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07574, over 21291.18 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3064, pruned_loss=0.07668, over 2466636.54 frames. utt_duration=1225 frames, utt_pad_proportion=0.06611, over 8061.95 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09158, over 2475589.05 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07595, over 22648.31 utterances.], batch size: 183, lr: 4.28e-04
2022-08-25 00:51:42,662 INFO [train.py:927] (0/8) Epoch 8, batch 17100, giga_loss[loss=0.265, simple_loss=0.3307, pruned_loss=0.0997, over 12336.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03353, over 51.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3244, pruned_loss=0.08839, over 2474464.98 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07357, over 20872.07 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.306, pruned_loss=0.07663, over 2466472.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06467, over 8021.45 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.327, pruned_loss=0.08989, over 2475563.69 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07439, over 22397.41 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:53:27,395 INFO [train.py:927] (0/8) Epoch 8, batch 17150, giga_loss[loss=0.2502, simple_loss=0.3251, pruned_loss=0.08768, over 12352.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03045, over 58.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3225, pruned_loss=0.08703, over 2474420.82 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07031, over 20236.13 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3058, pruned_loss=0.07649, over 2466611.22 frames. utt_duration=1236 frames, utt_pad_proportion=0.06278, over 7989.28 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3255, pruned_loss=0.08878, over 2475475.43 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07193, over 21953.95 utterances.], batch size: 58, lr: 4.27e-04
2022-08-25 00:55:10,765 INFO [train.py:927] (0/8) Epoch 8, batch 17200, giga_loss[loss=0.2469, simple_loss=0.3012, pruned_loss=0.09626, over 12360.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08554, over 2474532.54 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06974, over 19827.07 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3059, pruned_loss=0.07647, over 2466755.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06112, over 7961.92 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.323, pruned_loss=0.08728, over 2475503.69 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07165, over 21624.25 utterances.], batch size: 373, lr: 4.27e-04
2022-08-25 00:56:54,900 INFO [train.py:927] (0/8) Epoch 8, batch 17250, giga_loss[loss=0.296, simple_loss=0.364, pruned_loss=0.114, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3171, pruned_loss=0.08435, over 2473875.39 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07012, over 19738.51 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3056, pruned_loss=0.07629, over 2466358.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.0598, over 7928.56 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.32, pruned_loss=0.08614, over 2475237.94 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07221, over 21542.99 utterances.], batch size: 58, lr: 4.27e-04
2022-08-25 00:58:43,847 INFO [train.py:927] (0/8) Epoch 8, batch 17300, libri_loss[loss=0.2522, simple_loss=0.3271, pruned_loss=0.08868, over 12481.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.00723, over 39.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3173, pruned_loss=0.08494, over 2473801.74 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07254, over 20456.04 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3057, pruned_loss=0.07626, over 2466570.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05891, over 7904.24 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3197, pruned_loss=0.08652, over 2474797.63 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07433, over 22124.76 utterances.], batch size: 39, lr: 4.27e-04
2022-08-25 01:00:27,250 INFO [train.py:927] (0/8) Epoch 8, batch 17350, libri_loss[loss=0.1985, simple_loss=0.271, pruned_loss=0.06297, over 12306.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.04462, over 27.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3162, pruned_loss=0.08206, over 2474186.69 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07419, over 21162.73 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.306, pruned_loss=0.07653, over 2466612.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.05902, over 7909.00 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08329, over 2475158.60 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07556, over 22847.40 utterances.], batch size: 27, lr: 4.27e-04
2022-08-25 01:02:07,177 INFO [train.py:927] (0/8) Epoch 8, batch 17400, giga_loss[loss=0.2026, simple_loss=0.2831, pruned_loss=0.0611, over 12384.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3136, pruned_loss=0.07911, over 2474694.27 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07169, over 21862.37 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3051, pruned_loss=0.07615, over 2466788.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05743, over 7861.45 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.0806, over 2475623.93 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07352, over 23759.21 utterances.], batch size: 257, lr: 4.27e-04
2022-08-25 01:03:51,456 INFO [train.py:927] (0/8) Epoch 8, batch 17450, giga_loss[loss=0.2207, simple_loss=0.3112, pruned_loss=0.06512, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02907, over 91.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3115, pruned_loss=0.07598, over 2475220.23 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07043, over 22231.27 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3054, pruned_loss=0.07649, over 2467127.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.06117, over 7918.73 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3136, pruned_loss=0.07689, over 2475835.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07092, over 24013.94 utterances.], batch size: 91, lr: 4.27e-04
2022-08-25 01:04:52,062 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-202000.pt
2022-08-25 01:05:42,700 INFO [train.py:927] (0/8) Epoch 8, batch 17500, giga_loss[loss=0.2549, simple_loss=0.329, pruned_loss=0.09042, over 12393.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07863, over 213.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.311, pruned_loss=0.0749, over 2475275.67 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07501, over 23227.45 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3051, pruned_loss=0.07634, over 2467275.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.06036, over 7889.68 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.313, pruned_loss=0.07572, over 2475779.14 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07535, over 24916.76 utterances.], batch size: 213, lr: 4.27e-04
2022-08-25 01:07:24,217 INFO [train.py:927] (0/8) Epoch 8, batch 17550, giga_loss[loss=0.1913, simple_loss=0.2867, pruned_loss=0.04798, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3081, pruned_loss=0.07243, over 2475282.78 frames. utt_duration=423 frames, utt_pad_proportion=0.07369, over 23487.39 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3054, pruned_loss=0.07655, over 2467425.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05909, over 7888.09 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3095, pruned_loss=0.07283, over 2475767.13 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07447, over 25249.00 utterances.], batch size: 113, lr: 4.27e-04
2022-08-25 01:09:10,988 INFO [train.py:927] (0/8) Epoch 8, batch 17600, giga_loss[loss=0.2429, simple_loss=0.3242, pruned_loss=0.08079, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05518, over 162.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3074, pruned_loss=0.07112, over 2475829.72 frames. utt_duration=416.8 frames, utt_pad_proportion=0.07341, over 23844.82 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3056, pruned_loss=0.07656, over 2467206.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.05846, over 7873.81 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3084, pruned_loss=0.07137, over 2476514.39 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07429, over 25461.95 utterances.], batch size: 162, lr: 4.27e-04
2022-08-25 01:10:51,138 INFO [train.py:927] (0/8) Epoch 8, batch 17650, giga_loss[loss=0.2271, simple_loss=0.3181, pruned_loss=0.0681, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3048, pruned_loss=0.0692, over 2475243.59 frames. utt_duration=406.6 frames, utt_pad_proportion=0.0772, over 24435.92 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3059, pruned_loss=0.07657, over 2467026.65 frames. utt_duration=1256 frames, utt_pad_proportion=0.0574, over 7866.48 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3054, pruned_loss=0.06916, over 2476281.79 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07804, over 26322.62 utterances.], batch size: 85, lr: 4.27e-04
2022-08-25 01:12:37,235 INFO [train.py:927] (0/8) Epoch 8, batch 17700, giga_loss[loss=0.2051, simple_loss=0.289, pruned_loss=0.06063, over 12399.00 frames. utt_duration=478.4 frames, utt_pad_proportion=0.02963, over 104.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3008, pruned_loss=0.06632, over 2475264.52 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07706, over 24362.80 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.306, pruned_loss=0.07663, over 2467077.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.05759, over 7881.43 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3011, pruned_loss=0.06614, over 2476130.99 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07779, over 26050.48 utterances.], batch size: 104, lr: 4.27e-04
2022-08-25 01:14:24,426 INFO [train.py:927] (0/8) Epoch 8, batch 17750, giga_loss[loss=0.1804, simple_loss=0.2702, pruned_loss=0.04531, over 12320.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03499, over 51.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.299, pruned_loss=0.06589, over 2475626.20 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07823, over 25384.13 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3061, pruned_loss=0.0767, over 2467168.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05739, over 7874.03 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2992, pruned_loss=0.06565, over 2476262.36 frames. utt_duration=371.3 frames, utt_pad_proportion=0.0788, over 26782.21 utterances.], batch size: 51, lr: 4.27e-04
2022-08-25 01:16:20,527 INFO [train.py:927] (0/8) Epoch 8, batch 17800, giga_loss[loss=0.2067, simple_loss=0.2973, pruned_loss=0.05807, over 12441.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3005, pruned_loss=0.0655, over 2476194.73 frames. utt_duration=384 frames, utt_pad_proportion=0.08014, over 25888.04 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07692, over 2467359.77 frames. utt_duration=1240 frames, utt_pad_proportion=0.06162, over 7966.75 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3001, pruned_loss=0.06483, over 2476734.38 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07954, over 27338.44 utterances.], batch size: 80, lr: 4.27e-04
2022-08-25 01:18:26,569 INFO [train.py:927] (0/8) Epoch 8, batch 17850, giga_loss[loss=0.1802, simple_loss=0.2696, pruned_loss=0.04535, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03149, over 42.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2994, pruned_loss=0.06488, over 2476059.87 frames. utt_duration=387.8 frames, utt_pad_proportion=0.0769, over 25628.33 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3062, pruned_loss=0.07678, over 2467307.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06121, over 7948.15 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2993, pruned_loss=0.06439, over 2476604.03 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07671, over 26938.88 utterances.], batch size: 42, lr: 4.27e-04
2022-08-25 01:20:25,787 INFO [train.py:927] (0/8) Epoch 8, batch 17900, giga_loss[loss=0.1923, simple_loss=0.2818, pruned_loss=0.05144, over 12391.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06326, over 2476070.23 frames. utt_duration=399 frames, utt_pad_proportion=0.07413, over 24909.23 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3058, pruned_loss=0.07651, over 2467191.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.05969, over 7908.75 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.298, pruned_loss=0.0627, over 2476869.99 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07467, over 26546.93 utterances.], batch size: 62, lr: 4.27e-04
2022-08-25 01:22:33,767 INFO [train.py:927] (0/8) Epoch 8, batch 17950, giga_loss[loss=0.1958, simple_loss=0.2823, pruned_loss=0.05467, over 12461.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04108, over 34.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2947, pruned_loss=0.06168, over 2476588.39 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07473, over 24957.46 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3058, pruned_loss=0.07638, over 2467271.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.05915, over 7913.48 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2945, pruned_loss=0.0611, over 2477304.58 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07533, over 26557.03 utterances.], batch size: 34, lr: 4.27e-04
2022-08-25 01:24:29,741 INFO [train.py:927] (0/8) Epoch 8, batch 18000, giga_loss[loss=0.2254, simple_loss=0.3036, pruned_loss=0.07353, over 12326.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.295, pruned_loss=0.06203, over 2476811.91 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07172, over 24899.54 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3059, pruned_loss=0.07636, over 2467194.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05821, over 7897.35 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2946, pruned_loss=0.06134, over 2477616.72 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07266, over 26478.92 utterances.], batch size: 51, lr: 4.27e-04
2022-08-25 01:24:29,754 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 01:24:44,873 INFO [train.py:967] (0/8) 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 01:27:01,052 INFO [train.py:927] (0/8) Epoch 8, batch 18050, giga_loss[loss=0.2204, simple_loss=0.2952, pruned_loss=0.07276, over 12380.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09876, over 256.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2963, pruned_loss=0.0622, over 2477216.66 frames. utt_duration=402.7 frames, utt_pad_proportion=0.0694, over 24682.92 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3056, pruned_loss=0.07638, over 2467138.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05738, over 7868.61 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06139, over 2478093.03 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07055, over 26267.72 utterances.], batch size: 256, lr: 4.27e-04
2022-08-25 01:29:02,804 INFO [train.py:927] (0/8) Epoch 8, batch 18100, giga_loss[loss=0.2319, simple_loss=0.3242, pruned_loss=0.06978, over 12445.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02623, over 122.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.295, pruned_loss=0.06176, over 2476973.16 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06731, over 24000.50 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3054, pruned_loss=0.07638, over 2467139.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05604, over 7832.49 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2947, pruned_loss=0.06069, over 2477997.36 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06881, over 25808.82 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 01:31:06,473 INFO [train.py:927] (0/8) Epoch 8, batch 18150, giga_loss[loss=0.2094, simple_loss=0.3125, pruned_loss=0.05315, over 12434.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2986, pruned_loss=0.06208, over 2477513.40 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06649, over 24028.84 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07712, over 2467336.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06504, over 8005.07 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.06021, over 2478373.17 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06527, over 25672.81 utterances.], batch size: 147, lr: 4.26e-04
2022-08-25 01:33:10,594 INFO [train.py:927] (0/8) Epoch 8, batch 18200, giga_loss[loss=0.1893, simple_loss=0.2852, pruned_loss=0.04666, over 12378.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2989, pruned_loss=0.06125, over 2477243.81 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06966, over 24858.46 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07713, over 2467264.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.06401, over 7988.41 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.298, pruned_loss=0.05932, over 2478246.06 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06887, over 26646.62 utterances.], batch size: 182, lr: 4.26e-04
2022-08-25 01:35:14,427 INFO [train.py:927] (0/8) Epoch 8, batch 18250, giga_loss[loss=0.1982, simple_loss=0.2868, pruned_loss=0.05481, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02695, over 122.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2997, pruned_loss=0.06179, over 2477492.48 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06847, over 24428.67 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3062, pruned_loss=0.07735, over 2467334.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.06335, over 7987.60 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2986, pruned_loss=0.05977, over 2478397.22 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06813, over 26154.02 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 01:37:42,573 INFO [train.py:927] (0/8) Epoch 8, batch 18300, giga_loss[loss=0.2438, simple_loss=0.315, pruned_loss=0.08636, over 12419.00 frames. utt_duration=585.4 frames, utt_pad_proportion=0.02604, over 85.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3001, pruned_loss=0.06305, over 2477496.50 frames. utt_duration=409.6 frames, utt_pad_proportion=0.0702, over 24264.51 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07727, over 2467420.46 frames. utt_duration=1244 frames, utt_pad_proportion=0.06135, over 7946.18 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.299, pruned_loss=0.06078, over 2478589.38 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07037, over 26459.39 utterances.], batch size: 85, lr: 4.26e-04
2022-08-25 01:39:53,031 INFO [train.py:927] (0/8) Epoch 8, batch 18350, giga_loss[loss=0.2388, simple_loss=0.3205, pruned_loss=0.07852, over 12418.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03312, over 122.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2969, pruned_loss=0.06159, over 2477883.89 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07408, over 25112.62 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3061, pruned_loss=0.07736, over 2467526.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.061, over 7955.68 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.0596, over 2478738.74 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07408, over 26982.90 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 01:41:57,146 INFO [train.py:927] (0/8) Epoch 8, batch 18400, giga_loss[loss=0.233, simple_loss=0.3099, pruned_loss=0.07806, over 12403.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0972, over 256.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.06138, over 2477440.35 frames. utt_duration=411.5 frames, utt_pad_proportion=0.0692, over 24152.53 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.306, pruned_loss=0.07734, over 2467518.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.06057, over 7961.90 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05918, over 2478536.49 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06974, over 26275.88 utterances.], batch size: 256, lr: 4.26e-04
2022-08-25 01:43:59,552 INFO [train.py:927] (0/8) Epoch 8, batch 18450, giga_loss[loss=0.1915, simple_loss=0.276, pruned_loss=0.05354, over 12455.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0439, over 134.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2959, pruned_loss=0.06147, over 2477742.42 frames. utt_duration=422 frames, utt_pad_proportion=0.06629, over 23552.13 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3055, pruned_loss=0.07711, over 2467382.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0597, over 7935.83 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05965, over 2478914.33 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06722, over 25551.29 utterances.], batch size: 134, lr: 4.26e-04
2022-08-25 01:46:00,077 INFO [train.py:927] (0/8) Epoch 8, batch 18500, giga_loss[loss=0.2477, simple_loss=0.3249, pruned_loss=0.08525, over 12467.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03455, over 98.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06309, over 2477902.82 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06862, over 23620.98 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.306, pruned_loss=0.07743, over 2467647.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06674, over 8087.81 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06064, over 2479094.16 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06728, over 25844.33 utterances.], batch size: 98, lr: 4.26e-04
2022-08-25 01:48:13,543 INFO [train.py:927] (0/8) Epoch 8, batch 18550, giga_loss[loss=0.186, simple_loss=0.2774, pruned_loss=0.04731, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0723, over 212.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2982, pruned_loss=0.06305, over 2478458.01 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06877, over 24083.47 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3062, pruned_loss=0.07752, over 2467781.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06598, over 8088.96 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.06079, over 2479463.99 frames. utt_duration=381.1 frames, utt_pad_proportion=0.0679, over 26103.99 utterances.], batch size: 212, lr: 4.26e-04
2022-08-25 01:50:27,207 INFO [train.py:927] (0/8) Epoch 8, batch 18600, libri_loss[loss=0.2234, simple_loss=0.2959, pruned_loss=0.07548, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006924, over 33.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2969, pruned_loss=0.06247, over 2478013.58 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06957, over 24143.60 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3055, pruned_loss=0.07731, over 2467538.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.06408, over 8027.43 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.0603, over 2479415.44 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06936, over 26396.03 utterances.], batch size: 33, lr: 4.26e-04
2022-08-25 01:52:33,446 INFO [train.py:927] (0/8) Epoch 8, batch 18650, giga_loss[loss=0.1747, simple_loss=0.2632, pruned_loss=0.04311, over 12368.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03588, over 132.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2937, pruned_loss=0.06196, over 2478305.46 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07191, over 24603.88 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.306, pruned_loss=0.07778, over 2467906.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.06757, over 8111.58 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2924, pruned_loss=0.05941, over 2479393.23 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07054, over 26756.28 utterances.], batch size: 132, lr: 4.26e-04
2022-08-25 01:54:24,400 INFO [train.py:927] (0/8) Epoch 8, batch 18700, giga_loss[loss=0.2235, simple_loss=0.3009, pruned_loss=0.07303, over 12333.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03368, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2933, pruned_loss=0.06227, over 2477637.02 frames. utt_duration=418.1 frames, utt_pad_proportion=0.0703, over 23774.75 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3059, pruned_loss=0.07767, over 2467704.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06629, over 8090.52 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.292, pruned_loss=0.05988, over 2478978.79 frames. utt_duration=383 frames, utt_pad_proportion=0.06967, over 25967.81 utterances.], batch size: 51, lr: 4.26e-04
2022-08-25 01:56:27,807 INFO [train.py:927] (0/8) Epoch 8, batch 18750, giga_loss[loss=0.1916, simple_loss=0.2799, pruned_loss=0.05166, over 12433.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06161, over 183.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.292, pruned_loss=0.06109, over 2477908.01 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06908, over 23932.09 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3058, pruned_loss=0.07765, over 2467752.88 frames. utt_duration=1223 frames, utt_pad_proportion=0.06538, over 8081.96 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2907, pruned_loss=0.05876, over 2479213.60 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06894, over 26130.17 utterances.], batch size: 183, lr: 4.26e-04
2022-08-25 01:58:44,018 INFO [train.py:927] (0/8) Epoch 8, batch 18800, giga_loss[loss=0.185, simple_loss=0.2574, pruned_loss=0.05625, over 12373.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1775, over 357.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2902, pruned_loss=0.06029, over 2477701.83 frames. utt_duration=411 frames, utt_pad_proportion=0.07044, over 24184.50 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3062, pruned_loss=0.0781, over 2467770.08 frames. utt_duration=1219 frames, utt_pad_proportion=0.06564, over 8108.13 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2887, pruned_loss=0.05792, over 2478810.77 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07015, over 26031.21 utterances.], batch size: 357, lr: 4.26e-04
2022-08-25 02:00:56,615 INFO [train.py:927] (0/8) Epoch 8, batch 18850, giga_loss[loss=0.2044, simple_loss=0.2915, pruned_loss=0.05865, over 12426.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.02713, over 80.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06025, over 2478076.43 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06773, over 24222.98 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.306, pruned_loss=0.07803, over 2467855.83 frames. utt_duration=1217 frames, utt_pad_proportion=0.06542, over 8119.70 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2893, pruned_loss=0.05813, over 2479056.46 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06777, over 25948.63 utterances.], batch size: 80, lr: 4.26e-04
2022-08-25 02:02:54,199 INFO [train.py:927] (0/8) Epoch 8, batch 18900, giga_loss[loss=0.1938, simple_loss=0.2815, pruned_loss=0.05302, over 12376.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2899, pruned_loss=0.0597, over 2478262.22 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0691, over 24545.32 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.306, pruned_loss=0.07783, over 2468185.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.06476, over 8115.89 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2887, pruned_loss=0.05796, over 2478876.37 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06926, over 26130.19 utterances.], batch size: 97, lr: 4.26e-04
2022-08-25 02:04:57,095 INFO [train.py:927] (0/8) Epoch 8, batch 18950, giga_loss[loss=0.2249, simple_loss=0.3124, pruned_loss=0.0687, over 12326.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2923, pruned_loss=0.05933, over 2478555.23 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06742, over 25179.63 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3065, pruned_loss=0.07787, over 2468354.88 frames. utt_duration=1220 frames, utt_pad_proportion=0.06427, over 8104.74 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2908, pruned_loss=0.05778, over 2478984.57 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06776, over 26574.54 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 02:06:58,012 INFO [train.py:927] (0/8) Epoch 8, batch 19000, giga_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06457, over 12443.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03955, over 114.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2933, pruned_loss=0.05954, over 2478446.16 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07072, over 25988.62 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3068, pruned_loss=0.07801, over 2468285.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06392, over 8102.22 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05793, over 2478969.40 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07095, over 27323.18 utterances.], batch size: 114, lr: 4.26e-04
2022-08-25 02:09:00,564 INFO [train.py:927] (0/8) Epoch 8, batch 19050, giga_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06181, over 12421.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02828, over 122.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.292, pruned_loss=0.0589, over 2478275.22 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07221, over 25232.17 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3071, pruned_loss=0.07809, over 2468523.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.06711, over 8160.26 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.29, pruned_loss=0.05707, over 2478703.50 frames. utt_duration=373 frames, utt_pad_proportion=0.07149, over 26669.02 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:11:02,281 INFO [train.py:927] (0/8) Epoch 8, batch 19100, giga_loss[loss=0.1845, simple_loss=0.2767, pruned_loss=0.04613, over 12416.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07352, over 213.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.05848, over 2478869.61 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07159, over 25488.09 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.307, pruned_loss=0.07802, over 2468732.75 frames. utt_duration=1212 frames, utt_pad_proportion=0.06665, over 8154.87 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2884, pruned_loss=0.05683, over 2479153.84 frames. utt_duration=370.5 frames, utt_pad_proportion=0.0712, over 26855.01 utterances.], batch size: 213, lr: 4.25e-04
2022-08-25 02:13:09,677 INFO [train.py:927] (0/8) Epoch 8, batch 19150, giga_loss[loss=0.1677, simple_loss=0.2527, pruned_loss=0.04136, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03772, over 31.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.292, pruned_loss=0.05922, over 2478771.24 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07274, over 25878.28 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.07782, over 2469053.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.06517, over 8116.71 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2902, pruned_loss=0.05758, over 2478963.73 frames. utt_duration=362.3 frames, utt_pad_proportion=0.07279, over 27463.38 utterances.], batch size: 31, lr: 4.25e-04
2022-08-25 02:15:05,543 INFO [train.py:927] (0/8) Epoch 8, batch 19200, giga_loss[loss=0.2166, simple_loss=0.3041, pruned_loss=0.06455, over 12366.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2937, pruned_loss=0.06053, over 2478070.86 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07019, over 25405.52 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3073, pruned_loss=0.07789, over 2468856.29 frames. utt_duration=1222 frames, utt_pad_proportion=0.06395, over 8094.06 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2917, pruned_loss=0.05873, over 2478621.77 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07073, over 27081.14 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:17:07,505 INFO [train.py:927] (0/8) Epoch 8, batch 19250, giga_loss[loss=0.2026, simple_loss=0.291, pruned_loss=0.05706, over 12378.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2951, pruned_loss=0.06113, over 2477561.77 frames. utt_duration=390.4 frames, utt_pad_proportion=0.0733, over 25467.57 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3066, pruned_loss=0.0776, over 2468325.07 frames. utt_duration=1217 frames, utt_pad_proportion=0.06734, over 8123.00 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.0595, over 2478723.82 frames. utt_duration=365 frames, utt_pad_proportion=0.07272, over 27251.99 utterances.], batch size: 91, lr: 4.25e-04
2022-08-25 02:19:23,297 INFO [train.py:927] (0/8) Epoch 8, batch 19300, libri_loss[loss=0.223, simple_loss=0.2925, pruned_loss=0.07673, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006481, over 32.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2943, pruned_loss=0.06061, over 2477748.03 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07022, over 24941.36 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3069, pruned_loss=0.07766, over 2468388.93 frames. utt_duration=1221 frames, utt_pad_proportion=0.06637, over 8096.76 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2928, pruned_loss=0.05897, over 2478768.53 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07024, over 26703.54 utterances.], batch size: 32, lr: 4.25e-04
2022-08-25 02:21:18,535 INFO [train.py:927] (0/8) Epoch 8, batch 19350, giga_loss[loss=0.1965, simple_loss=0.2881, pruned_loss=0.05247, over 12462.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.294, pruned_loss=0.0607, over 2478023.09 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06838, over 25017.06 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3064, pruned_loss=0.07751, over 2468167.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.06545, over 8067.12 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2929, pruned_loss=0.05923, over 2479212.25 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06878, over 26756.31 utterances.], batch size: 75, lr: 4.25e-04
2022-08-25 02:23:25,503 INFO [train.py:927] (0/8) Epoch 8, batch 19400, giga_loss[loss=0.1874, simple_loss=0.2872, pruned_loss=0.04377, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.02782, over 70.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2924, pruned_loss=0.06028, over 2478491.32 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06623, over 24764.08 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3066, pruned_loss=0.07758, over 2468300.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.06492, over 8066.46 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2914, pruned_loss=0.05892, over 2479402.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06681, over 26275.96 utterances.], batch size: 70, lr: 4.25e-04
2022-08-25 02:25:27,693 INFO [train.py:927] (0/8) Epoch 8, batch 19450, giga_loss[loss=0.1813, simple_loss=0.2843, pruned_loss=0.03913, over 12401.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02638, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.292, pruned_loss=0.05928, over 2478519.53 frames. utt_duration=420.2 frames, utt_pad_proportion=0.063, over 23662.69 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3065, pruned_loss=0.0775, over 2468468.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06345, over 8032.00 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.0578, over 2479372.48 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06408, over 25328.79 utterances.], batch size: 66, lr: 4.25e-04
2022-08-25 02:26:32,607 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-204000.pt
2022-08-25 02:27:25,262 INFO [train.py:927] (0/8) Epoch 8, batch 19500, giga_loss[loss=0.1882, simple_loss=0.2776, pruned_loss=0.04942, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03274, over 42.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05866, over 2477677.52 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06436, over 23591.83 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3067, pruned_loss=0.07762, over 2468583.71 frames. utt_duration=1229 frames, utt_pad_proportion=0.06321, over 8043.35 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05706, over 2478414.81 frames. utt_duration=395 frames, utt_pad_proportion=0.06519, over 25173.85 utterances.], batch size: 42, lr: 4.25e-04
2022-08-25 02:29:31,315 INFO [train.py:927] (0/8) Epoch 8, batch 19550, giga_loss[loss=0.1931, simple_loss=0.2922, pruned_loss=0.04702, over 12346.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03061, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2946, pruned_loss=0.05911, over 2477821.50 frames. utt_duration=429.6 frames, utt_pad_proportion=0.0607, over 23137.94 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3073, pruned_loss=0.078, over 2468619.49 frames. utt_duration=1232 frames, utt_pad_proportion=0.06202, over 8022.47 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05707, over 2478593.29 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06193, over 24768.42 utterances.], batch size: 70, lr: 4.25e-04
2022-08-25 02:31:47,299 INFO [train.py:927] (0/8) Epoch 8, batch 19600, giga_loss[loss=0.1898, simple_loss=0.2853, pruned_loss=0.04711, over 12359.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03013, over 58.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2953, pruned_loss=0.0588, over 2477908.10 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06478, over 24381.61 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3081, pruned_loss=0.07797, over 2468538.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.06201, over 8032.75 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2928, pruned_loss=0.05683, over 2478777.95 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06555, over 25984.65 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:34:00,769 INFO [train.py:927] (0/8) Epoch 8, batch 19650, giga_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.0672, over 12422.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09241, over 255.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2974, pruned_loss=0.05937, over 2478087.64 frames. utt_duration=403 frames, utt_pad_proportion=0.06597, over 24668.29 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.309, pruned_loss=0.0779, over 2468555.59 frames. utt_duration=1237 frames, utt_pad_proportion=0.0607, over 7992.15 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2943, pruned_loss=0.05727, over 2479087.18 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0669, over 26521.70 utterances.], batch size: 255, lr: 4.25e-04
2022-08-25 02:36:16,964 INFO [train.py:927] (0/8) Epoch 8, batch 19700, giga_loss[loss=0.1881, simple_loss=0.2824, pruned_loss=0.04691, over 12264.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02619, over 54.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2974, pruned_loss=0.05928, over 2477698.87 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06365, over 24370.63 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3084, pruned_loss=0.07769, over 2468403.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.0601, over 7961.41 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2953, pruned_loss=0.05756, over 2478781.86 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06471, over 26090.59 utterances.], batch size: 54, lr: 4.25e-04
2022-08-25 02:38:33,540 INFO [train.py:927] (0/8) Epoch 8, batch 19750, giga_loss[loss=0.1953, simple_loss=0.2833, pruned_loss=0.05369, over 12421.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03991, over 105.00 utterances.], tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05851, over 2477924.35 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06243, over 23937.53 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07728, over 2468441.58 frames. utt_duration=1237 frames, utt_pad_proportion=0.06377, over 7994.31 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2939, pruned_loss=0.05692, over 2479075.49 frames. utt_duration=385.4 frames, utt_pad_proportion=0.0624, over 25806.27 utterances.], batch size: 105, lr: 4.25e-04
2022-08-25 02:40:33,537 INFO [train.py:927] (0/8) Epoch 8, batch 19800, giga_loss[loss=0.192, simple_loss=0.2896, pruned_loss=0.04723, over 12431.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03184, over 122.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2939, pruned_loss=0.0573, over 2478196.80 frames. utt_duration=414.2 frames, utt_pad_proportion=0.05888, over 24000.82 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07721, over 2468253.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06331, over 7980.42 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2932, pruned_loss=0.05594, over 2479340.67 frames. utt_duration=388.3 frames, utt_pad_proportion=0.05918, over 25615.80 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:42:26,936 INFO [train.py:927] (0/8) Epoch 8, batch 19850, giga_loss[loss=0.2192, simple_loss=0.2955, pruned_loss=0.07144, over 12376.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.0953, over 255.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05911, over 2478342.27 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06772, over 25081.34 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3067, pruned_loss=0.07706, over 2468223.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.06611, over 8015.65 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2952, pruned_loss=0.05756, over 2479592.30 frames. utt_duration=370.5 frames, utt_pad_proportion=0.0666, over 26858.55 utterances.], batch size: 255, lr: 4.25e-04
2022-08-25 02:44:15,457 INFO [train.py:927] (0/8) Epoch 8, batch 19900, giga_loss[loss=0.211, simple_loss=0.3003, pruned_loss=0.06082, over 12381.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03063, over 97.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2948, pruned_loss=0.05914, over 2477642.38 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06639, over 23849.98 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3067, pruned_loss=0.077, over 2468014.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06826, over 8049.57 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05719, over 2479247.56 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06497, over 25940.93 utterances.], batch size: 97, lr: 4.25e-04
2022-08-25 02:46:09,048 INFO [train.py:927] (0/8) Epoch 8, batch 19950, giga_loss[loss=0.2597, simple_loss=0.3434, pruned_loss=0.08804, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2973, pruned_loss=0.06064, over 2477113.06 frames. utt_duration=417 frames, utt_pad_proportion=0.06675, over 23828.84 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07709, over 2468203.35 frames. utt_duration=1229 frames, utt_pad_proportion=0.06769, over 8046.08 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2962, pruned_loss=0.05886, over 2478296.15 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06575, over 25614.77 utterances.], batch size: 123, lr: 4.25e-04
2022-08-25 02:47:54,541 INFO [train.py:927] (0/8) Epoch 8, batch 20000, giga_loss[loss=0.2487, simple_loss=0.3297, pruned_loss=0.08381, over 12459.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03174, over 92.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3042, pruned_loss=0.06449, over 2476975.46 frames. utt_duration=446.5 frames, utt_pad_proportion=0.06478, over 22254.98 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3071, pruned_loss=0.0773, over 2468261.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06717, over 8054.95 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.303, pruned_loss=0.06257, over 2478064.24 frames. utt_duration=414.3 frames, utt_pad_proportion=0.0642, over 23995.95 utterances.], batch size: 92, lr: 4.24e-04
2022-08-25 02:49:37,525 INFO [train.py:927] (0/8) Epoch 8, batch 20050, giga_loss[loss=0.189, simple_loss=0.28, pruned_loss=0.04906, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3011, pruned_loss=0.06397, over 2475844.61 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06307, over 21059.25 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07724, over 2468062.03 frames. utt_duration=1230 frames, utt_pad_proportion=0.06613, over 8037.95 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3002, pruned_loss=0.06229, over 2477022.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06299, over 22694.89 utterances.], batch size: 97, lr: 4.24e-04
2022-08-25 02:51:19,223 INFO [train.py:927] (0/8) Epoch 8, batch 20100, giga_loss[loss=0.1548, simple_loss=0.2352, pruned_loss=0.03717, over 12375.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04419, over 26.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2937, pruned_loss=0.06171, over 2475093.40 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06165, over 20103.14 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3065, pruned_loss=0.077, over 2467933.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06511, over 7994.58 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2932, pruned_loss=0.06018, over 2476346.13 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06195, over 21780.42 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 02:53:04,061 INFO [train.py:927] (0/8) Epoch 8, batch 20150, giga_loss[loss=0.1638, simple_loss=0.247, pruned_loss=0.04029, over 12308.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04991, over 26.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2871, pruned_loss=0.05975, over 2474638.22 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06376, over 19955.76 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3072, pruned_loss=0.07729, over 2467929.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.06833, over 8072.92 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2857, pruned_loss=0.058, over 2475785.62 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06275, over 21435.82 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 02:54:48,513 INFO [train.py:927] (0/8) Epoch 8, batch 20200, giga_loss[loss=0.1662, simple_loss=0.2427, pruned_loss=0.04482, over 12460.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2827, pruned_loss=0.05881, over 2474487.23 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06732, over 19990.11 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3075, pruned_loss=0.07737, over 2467898.39 frames. utt_duration=1224 frames, utt_pad_proportion=0.06787, over 8072.16 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2811, pruned_loss=0.05718, over 2475487.83 frames. utt_duration=467 frames, utt_pad_proportion=0.06647, over 21264.25 utterances.], batch size: 55, lr: 4.24e-04
2022-08-25 02:56:32,137 INFO [train.py:927] (0/8) Epoch 8, batch 20250, libri_loss[loss=0.2399, simple_loss=0.307, pruned_loss=0.08636, over 12176.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006317, over 33.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2775, pruned_loss=0.05696, over 2474348.26 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06897, over 19866.99 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.07766, over 2467925.19 frames. utt_duration=1225 frames, utt_pad_proportion=0.06672, over 8070.27 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2752, pruned_loss=0.0549, over 2475291.72 frames. utt_duration=469 frames, utt_pad_proportion=0.06866, over 21175.33 utterances.], batch size: 33, lr: 4.24e-04
2022-08-25 02:58:15,204 INFO [train.py:927] (0/8) Epoch 8, batch 20300, giga_loss[loss=0.1619, simple_loss=0.246, pruned_loss=0.03891, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2722, pruned_loss=0.05453, over 2474251.18 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06693, over 19736.96 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.308, pruned_loss=0.0778, over 2468186.23 frames. utt_duration=1226 frames, utt_pad_proportion=0.0662, over 8065.59 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2699, pruned_loss=0.05258, over 2474814.09 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06698, over 20874.83 utterances.], batch size: 75, lr: 4.24e-04
2022-08-25 02:59:59,529 INFO [train.py:927] (0/8) Epoch 8, batch 20350, giga_loss[loss=0.1841, simple_loss=0.2573, pruned_loss=0.05552, over 12364.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03275, over 104.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2681, pruned_loss=0.05304, over 2473712.68 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06225, over 18848.34 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3082, pruned_loss=0.07789, over 2467859.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.0653, over 8046.49 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2654, pruned_loss=0.05101, over 2474542.17 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06284, over 19963.01 utterances.], batch size: 104, lr: 4.24e-04
2022-08-25 03:01:44,193 INFO [train.py:927] (0/8) Epoch 8, batch 20400, giga_loss[loss=0.1989, simple_loss=0.2729, pruned_loss=0.0625, over 12280.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02661, over 54.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2634, pruned_loss=0.05137, over 2473677.70 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06657, over 18897.13 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3079, pruned_loss=0.07771, over 2467691.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.06459, over 8028.93 utterances.], giga_tot_loss[loss=0.1801, simple_loss=0.2611, pruned_loss=0.04958, over 2474550.38 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06704, over 19928.64 utterances.], batch size: 54, lr: 4.24e-04
2022-08-25 03:03:29,004 INFO [train.py:927] (0/8) Epoch 8, batch 20450, giga_loss[loss=0.2532, simple_loss=0.3364, pruned_loss=0.08496, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2725, pruned_loss=0.05578, over 2473661.24 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06326, over 18673.59 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3081, pruned_loss=0.07786, over 2467895.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06358, over 8024.37 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2697, pruned_loss=0.05379, over 2474276.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06416, over 19688.28 utterances.], batch size: 97, lr: 4.24e-04
2022-08-25 03:05:12,487 INFO [train.py:927] (0/8) Epoch 8, batch 20500, libri_loss[loss=0.21, simple_loss=0.2945, pruned_loss=0.06272, over 12295.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.00475, over 32.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2836, pruned_loss=0.06132, over 2474236.19 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06408, over 18863.23 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07788, over 2468022.65 frames. utt_duration=1227 frames, utt_pad_proportion=0.0661, over 8055.66 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2807, pruned_loss=0.05917, over 2474826.42 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06398, over 20019.84 utterances.], batch size: 32, lr: 4.24e-04
2022-08-25 03:06:57,814 INFO [train.py:927] (0/8) Epoch 8, batch 20550, giga_loss[loss=0.2262, simple_loss=0.3187, pruned_loss=0.06686, over 12392.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.049, over 161.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.289, pruned_loss=0.06265, over 2473579.70 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06308, over 18562.33 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3081, pruned_loss=0.07793, over 2467836.26 frames. utt_duration=1224 frames, utt_pad_proportion=0.06614, over 8072.91 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2863, pruned_loss=0.06069, over 2474273.13 frames. utt_duration=506.5 frames, utt_pad_proportion=0.063, over 19598.23 utterances.], batch size: 161, lr: 4.24e-04
2022-08-25 03:08:41,583 INFO [train.py:927] (0/8) Epoch 8, batch 20600, giga_loss[loss=0.2441, simple_loss=0.3301, pruned_loss=0.07903, over 12365.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2931, pruned_loss=0.06428, over 2473568.91 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06799, over 19068.51 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3085, pruned_loss=0.07815, over 2467908.89 frames. utt_duration=1218 frames, utt_pad_proportion=0.06897, over 8115.87 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2901, pruned_loss=0.06212, over 2474215.13 frames. utt_duration=493 frames, utt_pad_proportion=0.06662, over 20134.44 utterances.], batch size: 122, lr: 4.24e-04
2022-08-25 03:10:25,437 INFO [train.py:927] (0/8) Epoch 8, batch 20650, giga_loss[loss=0.2283, simple_loss=0.3139, pruned_loss=0.07139, over 12435.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03068, over 80.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2987, pruned_loss=0.06682, over 2473387.40 frames. utt_duration=530.9 frames, utt_pad_proportion=0.0695, over 18689.35 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3107, pruned_loss=0.07872, over 2467775.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06796, over 8085.81 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2942, pruned_loss=0.06439, over 2474096.37 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06865, over 19740.00 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 03:12:10,725 INFO [train.py:927] (0/8) Epoch 8, batch 20700, giga_loss[loss=0.2327, simple_loss=0.3177, pruned_loss=0.07379, over 12409.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06242, over 183.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3027, pruned_loss=0.06831, over 2473171.18 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06802, over 18462.36 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3104, pruned_loss=0.07847, over 2467522.67 frames. utt_duration=1231 frames, utt_pad_proportion=0.06635, over 8030.65 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2989, pruned_loss=0.06622, over 2474127.05 frames. utt_duration=504.4 frames, utt_pad_proportion=0.068, over 19680.57 utterances.], batch size: 183, lr: 4.24e-04
2022-08-25 03:13:52,019 INFO [train.py:927] (0/8) Epoch 8, batch 20750, giga_loss[loss=0.236, simple_loss=0.3198, pruned_loss=0.07609, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03482, over 42.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3046, pruned_loss=0.0688, over 2472826.58 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06848, over 18057.98 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3098, pruned_loss=0.07809, over 2467763.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.06439, over 7994.33 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3018, pruned_loss=0.06705, over 2473659.77 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06925, over 19508.68 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:15:35,318 INFO [train.py:927] (0/8) Epoch 8, batch 20800, giga_loss[loss=0.1969, simple_loss=0.2961, pruned_loss=0.04882, over 12375.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.02969, over 51.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3051, pruned_loss=0.06775, over 2473059.08 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06661, over 17247.03 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3096, pruned_loss=0.07807, over 2467710.40 frames. utt_duration=1239 frames, utt_pad_proportion=0.06391, over 7979.43 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.303, pruned_loss=0.0663, over 2473804.65 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06755, over 18487.05 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 03:17:19,492 INFO [train.py:927] (0/8) Epoch 8, batch 20850, giga_loss[loss=0.212, simple_loss=0.3014, pruned_loss=0.06128, over 12433.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03223, over 55.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3055, pruned_loss=0.068, over 2473711.01 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06248, over 17052.80 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3092, pruned_loss=0.078, over 2468005.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06271, over 7949.26 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3042, pruned_loss=0.06666, over 2474163.12 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06396, over 18271.66 utterances.], batch size: 55, lr: 4.24e-04
2022-08-25 03:19:01,869 INFO [train.py:927] (0/8) Epoch 8, batch 20900, giga_loss[loss=0.2317, simple_loss=0.3037, pruned_loss=0.07988, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03159, over 45.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3066, pruned_loss=0.06997, over 2474304.60 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05739, over 16406.59 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3088, pruned_loss=0.07776, over 2468328.12 frames. utt_duration=1249 frames, utt_pad_proportion=0.06105, over 7913.55 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3058, pruned_loss=0.06883, over 2474575.72 frames. utt_duration=561 frames, utt_pad_proportion=0.05959, over 17692.44 utterances.], batch size: 45, lr: 4.24e-04
2022-08-25 03:20:45,269 INFO [train.py:927] (0/8) Epoch 8, batch 20950, giga_loss[loss=0.2241, simple_loss=0.3042, pruned_loss=0.07201, over 12333.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.0705, over 2473522.08 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06001, over 16171.94 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3086, pruned_loss=0.07772, over 2468047.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.06499, over 7985.97 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3053, pruned_loss=0.06939, over 2474174.51 frames. utt_duration=570.1 frames, utt_pad_proportion=0.0599, over 17405.09 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 03:22:30,827 INFO [train.py:927] (0/8) Epoch 8, batch 21000, giga_loss[loss=0.2428, simple_loss=0.3195, pruned_loss=0.08299, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04332, over 146.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.07043, over 2473386.87 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05585, over 15972.07 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07738, over 2467777.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.06334, over 7938.26 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3044, pruned_loss=0.06962, over 2474292.48 frames. utt_duration=575 frames, utt_pad_proportion=0.05663, over 17256.45 utterances.], batch size: 146, lr: 4.23e-04
2022-08-25 03:22:30,848 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 03:22:45,695 INFO [train.py:967] (0/8) 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] (0/8) Epoch 8, batch 21050, giga_loss[loss=0.2001, simple_loss=0.2864, pruned_loss=0.05692, over 12390.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.303, pruned_loss=0.06963, over 2473051.13 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05653, over 16550.62 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07742, over 2467904.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06257, over 7932.23 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3029, pruned_loss=0.06886, over 2473716.84 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05734, over 17675.83 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:26:16,835 INFO [train.py:927] (0/8) Epoch 8, batch 21100, giga_loss[loss=0.1819, simple_loss=0.2665, pruned_loss=0.04865, over 12407.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02819, over 97.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2997, pruned_loss=0.06854, over 2472494.94 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06411, over 17337.77 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3081, pruned_loss=0.07737, over 2467461.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.0618, over 7910.94 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2993, pruned_loss=0.06765, over 2473638.48 frames. utt_duration=533 frames, utt_pad_proportion=0.06463, over 18617.86 utterances.], batch size: 97, lr: 4.23e-04
2022-08-25 03:28:02,081 INFO [train.py:927] (0/8) Epoch 8, batch 21150, giga_loss[loss=0.2138, simple_loss=0.2927, pruned_loss=0.06743, over 12084.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.041, over 30.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2952, pruned_loss=0.06692, over 2473034.90 frames. utt_duration=537.1 frames, utt_pad_proportion=0.07281, over 18469.58 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3078, pruned_loss=0.0772, over 2467730.98 frames. utt_duration=1252 frames, utt_pad_proportion=0.06111, over 7894.33 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.295, pruned_loss=0.06626, over 2473772.82 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07295, over 19625.85 utterances.], batch size: 30, lr: 4.23e-04
2022-08-25 03:29:48,033 INFO [train.py:927] (0/8) Epoch 8, batch 21200, giga_loss[loss=0.1934, simple_loss=0.2732, pruned_loss=0.05681, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02978, over 42.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2948, pruned_loss=0.06631, over 2472751.15 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07242, over 18987.07 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3078, pruned_loss=0.07731, over 2467541.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.06065, over 7888.42 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2946, pruned_loss=0.06561, over 2473527.02 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07274, over 19992.31 utterances.], batch size: 42, lr: 4.23e-04
2022-08-25 03:31:29,070 INFO [train.py:927] (0/8) Epoch 8, batch 21250, giga_loss[loss=0.192, simple_loss=0.2709, pruned_loss=0.05658, over 12332.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2917, pruned_loss=0.06531, over 2472219.23 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06844, over 17782.36 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3078, pruned_loss=0.0773, over 2467530.96 frames. utt_duration=1254 frames, utt_pad_proportion=0.05994, over 7879.14 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2913, pruned_loss=0.06461, over 2472912.50 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06922, over 18723.63 utterances.], batch size: 70, lr: 4.23e-04
2022-08-25 03:33:13,892 INFO [train.py:927] (0/8) Epoch 8, batch 21300, giga_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06245, over 12382.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2892, pruned_loss=0.06453, over 2472297.01 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06559, over 17741.88 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3079, pruned_loss=0.07734, over 2467425.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.05948, over 7867.37 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06382, over 2472989.58 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06653, over 18586.85 utterances.], batch size: 212, lr: 4.23e-04
2022-08-25 03:34:56,143 INFO [train.py:927] (0/8) Epoch 8, batch 21350, giga_loss[loss=0.1825, simple_loss=0.2622, pruned_loss=0.05142, over 12363.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2861, pruned_loss=0.06339, over 2472388.13 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06322, over 16872.16 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3081, pruned_loss=0.0774, over 2467694.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05841, over 7850.72 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2851, pruned_loss=0.0625, over 2472807.22 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06459, over 17768.88 utterances.], batch size: 70, lr: 4.23e-04
2022-08-25 03:36:39,449 INFO [train.py:927] (0/8) Epoch 8, batch 21400, libri_loss[loss=0.1846, simple_loss=0.2599, pruned_loss=0.05467, over 12371.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008885, over 31.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.284, pruned_loss=0.06264, over 2471349.29 frames. utt_duration=610.6 frames, utt_pad_proportion=0.06189, over 16229.44 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3075, pruned_loss=0.077, over 2467370.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05679, over 7789.71 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2829, pruned_loss=0.06178, over 2472134.83 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06384, over 17339.58 utterances.], batch size: 31, lr: 4.23e-04
2022-08-25 03:38:22,829 INFO [train.py:927] (0/8) Epoch 8, batch 21450, giga_loss[loss=0.1791, simple_loss=0.2639, pruned_loss=0.04712, over 12389.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2822, pruned_loss=0.06182, over 2471651.46 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06358, over 16816.01 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3075, pruned_loss=0.077, over 2467089.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05636, over 7780.82 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2811, pruned_loss=0.06099, over 2472581.57 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06519, over 17781.57 utterances.], batch size: 58, lr: 4.23e-04
2022-08-25 03:39:23,912 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-206000.pt
2022-08-25 03:40:16,486 INFO [train.py:927] (0/8) Epoch 8, batch 21500, giga_loss[loss=0.1662, simple_loss=0.2513, pruned_loss=0.04061, over 12284.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03343, over 28.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2842, pruned_loss=0.06307, over 2471151.53 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05946, over 16505.74 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3075, pruned_loss=0.0772, over 2467110.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05689, over 7825.09 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2826, pruned_loss=0.06182, over 2471963.82 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06083, over 17471.63 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:42:02,081 INFO [train.py:927] (0/8) Epoch 8, batch 21550, giga_loss[loss=0.2685, simple_loss=0.3401, pruned_loss=0.09849, over 12397.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03371, over 80.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2893, pruned_loss=0.06646, over 2471990.39 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05827, over 16635.48 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.307, pruned_loss=0.077, over 2467039.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.05589, over 7789.77 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.288, pruned_loss=0.06536, over 2472807.26 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05983, over 17630.75 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:43:48,086 INFO [train.py:927] (0/8) Epoch 8, batch 21600, giga_loss[loss=0.2399, simple_loss=0.3198, pruned_loss=0.08001, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03264, over 42.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2948, pruned_loss=0.06847, over 2472094.88 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0663, over 17381.22 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3071, pruned_loss=0.07689, over 2467289.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05579, over 7812.91 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2934, pruned_loss=0.06753, over 2472614.20 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06725, over 18323.12 utterances.], batch size: 42, lr: 4.23e-04
2022-08-25 03:45:32,370 INFO [train.py:927] (0/8) Epoch 8, batch 21650, giga_loss[loss=0.2591, simple_loss=0.3388, pruned_loss=0.08969, over 12426.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03921, over 105.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3009, pruned_loss=0.07073, over 2472630.93 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06923, over 17973.59 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.307, pruned_loss=0.0771, over 2467084.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05499, over 7786.82 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2997, pruned_loss=0.06968, over 2473293.65 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07017, over 18904.89 utterances.], batch size: 105, lr: 4.23e-04
2022-08-25 03:47:13,466 INFO [train.py:927] (0/8) Epoch 8, batch 21700, giga_loss[loss=0.2115, simple_loss=0.3037, pruned_loss=0.05969, over 12347.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02408, over 45.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3027, pruned_loss=0.07082, over 2472718.23 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07359, over 18674.73 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3075, pruned_loss=0.07724, over 2467051.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.0535, over 7754.70 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3012, pruned_loss=0.06968, over 2473470.17 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07488, over 19801.22 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:48:56,541 INFO [train.py:927] (0/8) Epoch 8, batch 21750, giga_loss[loss=0.2162, simple_loss=0.3082, pruned_loss=0.06212, over 12378.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06463, over 183.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.0692, over 2472589.33 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07485, over 19652.72 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3076, pruned_loss=0.07721, over 2466749.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.0531, over 7743.17 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3004, pruned_loss=0.06827, over 2473477.57 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07595, over 20641.32 utterances.], batch size: 183, lr: 4.23e-04
2022-08-25 03:50:41,239 INFO [train.py:927] (0/8) Epoch 8, batch 21800, giga_loss[loss=0.2399, simple_loss=0.3268, pruned_loss=0.0765, over 12341.00 frames. utt_duration=668.5 frames, utt_pad_proportion=0.02689, over 74.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3032, pruned_loss=0.06987, over 2471889.07 frames. utt_duration=519 frames, utt_pad_proportion=0.07327, over 19104.62 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3073, pruned_loss=0.07706, over 2466450.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.05195, over 7724.47 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3022, pruned_loss=0.06902, over 2473033.99 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07481, over 20260.61 utterances.], batch size: 74, lr: 4.23e-04
2022-08-25 03:52:24,495 INFO [train.py:927] (0/8) Epoch 8, batch 21850, giga_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.0533, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03803, over 28.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3036, pruned_loss=0.07019, over 2471636.53 frames. utt_duration=554 frames, utt_pad_proportion=0.06982, over 17895.45 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3072, pruned_loss=0.07716, over 2466415.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05137, over 7706.70 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3029, pruned_loss=0.06933, over 2472657.44 frames. utt_duration=522.9 frames, utt_pad_proportion=0.0716, over 18967.75 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:54:09,490 INFO [train.py:927] (0/8) Epoch 8, batch 21900, giga_loss[loss=0.231, simple_loss=0.3047, pruned_loss=0.07864, over 12376.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.0349, over 80.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3051, pruned_loss=0.07198, over 2471754.82 frames. utt_duration=553.2 frames, utt_pad_proportion=0.07022, over 17922.17 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.307, pruned_loss=0.07724, over 2466421.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.05672, over 7819.62 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07098, over 2472791.03 frames. utt_duration=519 frames, utt_pad_proportion=0.07021, over 19111.66 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:55:53,019 INFO [train.py:927] (0/8) Epoch 8, batch 21950, giga_loss[loss=0.2178, simple_loss=0.3064, pruned_loss=0.06462, over 12426.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04855, over 161.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3068, pruned_loss=0.0732, over 2471391.51 frames. utt_duration=544.9 frames, utt_pad_proportion=0.07179, over 18191.85 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3069, pruned_loss=0.07718, over 2466344.05 frames. utt_duration=1263 frames, utt_pad_proportion=0.0564, over 7819.23 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3064, pruned_loss=0.0724, over 2472353.12 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07186, over 19261.94 utterances.], batch size: 161, lr: 4.22e-04
2022-08-25 03:57:37,170 INFO [train.py:927] (0/8) Epoch 8, batch 22000, giga_loss[loss=0.2438, simple_loss=0.3242, pruned_loss=0.08168, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03159, over 45.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3082, pruned_loss=0.07323, over 2472275.51 frames. utt_duration=570.3 frames, utt_pad_proportion=0.07162, over 17384.38 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3072, pruned_loss=0.07734, over 2466537.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05656, over 7848.81 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07241, over 2472937.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.07174, over 18336.92 utterances.], batch size: 45, lr: 4.22e-04
2022-08-25 03:59:22,409 INFO [train.py:927] (0/8) Epoch 8, batch 22050, libri_loss[loss=0.2568, simple_loss=0.3226, pruned_loss=0.09555, over 12406.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03562, over 46.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07246, over 2471726.58 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06722, over 16922.30 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.0774, over 2466404.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.056, over 7847.15 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.307, pruned_loss=0.07168, over 2472453.50 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06782, over 17812.53 utterances.], batch size: 46, lr: 4.22e-04
2022-08-25 04:01:03,763 INFO [train.py:927] (0/8) Epoch 8, batch 22100, giga_loss[loss=0.2121, simple_loss=0.2934, pruned_loss=0.06545, over 12406.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.0256, over 66.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3064, pruned_loss=0.07218, over 2471812.53 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06569, over 16504.15 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3068, pruned_loss=0.0771, over 2466118.98 frames. utt_duration=1263 frames, utt_pad_proportion=0.05521, over 7817.40 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07174, over 2472739.93 frames. utt_duration=570.2 frames, utt_pad_proportion=0.0666, over 17391.15 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:02:48,300 INFO [train.py:927] (0/8) Epoch 8, batch 22150, giga_loss[loss=0.2375, simple_loss=0.3218, pruned_loss=0.07663, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.0723, over 2470903.51 frames. utt_duration=628.6 frames, utt_pad_proportion=0.0619, over 15760.98 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3066, pruned_loss=0.077, over 2466085.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05514, over 7805.31 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07201, over 2471682.17 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06286, over 16502.40 utterances.], batch size: 74, lr: 4.22e-04
2022-08-25 04:04:30,612 INFO [train.py:927] (0/8) Epoch 8, batch 22200, libri_loss[loss=0.276, simple_loss=0.3385, pruned_loss=0.1067, over 12369.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.06053, over 51.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.07229, over 2471771.52 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05846, over 15499.02 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3072, pruned_loss=0.07738, over 2466186.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.05452, over 7807.28 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3066, pruned_loss=0.07164, over 2472401.93 frames. utt_duration=611 frames, utt_pad_proportion=0.05967, over 16224.55 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:06:13,394 INFO [train.py:927] (0/8) Epoch 8, batch 22250, giga_loss[loss=0.2242, simple_loss=0.3003, pruned_loss=0.07404, over 12363.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.306, pruned_loss=0.07226, over 2472301.84 frames. utt_duration=633.5 frames, utt_pad_proportion=0.06186, over 15647.75 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3074, pruned_loss=0.0775, over 2466363.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05474, over 7830.90 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3055, pruned_loss=0.07156, over 2472727.35 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06268, over 16311.64 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:07:54,524 INFO [train.py:927] (0/8) Epoch 8, batch 22300, giga_loss[loss=0.2103, simple_loss=0.2838, pruned_loss=0.06839, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03002, over 45.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3036, pruned_loss=0.0715, over 2471467.26 frames. utt_duration=652.2 frames, utt_pad_proportion=0.06194, over 15192.31 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3076, pruned_loss=0.0778, over 2466071.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.05844, over 7883.68 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.07059, over 2472221.84 frames. utt_duration=625.1 frames, utt_pad_proportion=0.06123, over 15858.81 utterances.], batch size: 45, lr: 4.22e-04
2022-08-25 04:09:36,486 INFO [train.py:927] (0/8) Epoch 8, batch 22350, giga_loss[loss=0.2207, simple_loss=0.2977, pruned_loss=0.07189, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3018, pruned_loss=0.07095, over 2472008.91 frames. utt_duration=628.8 frames, utt_pad_proportion=0.06782, over 15762.46 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07794, over 2466065.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06238, over 7944.13 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3012, pruned_loss=0.07, over 2472704.68 frames. utt_duration=606.9 frames, utt_pad_proportion=0.06539, over 16338.39 utterances.], batch size: 146, lr: 4.22e-04
2022-08-25 04:11:20,649 INFO [train.py:927] (0/8) Epoch 8, batch 22400, giga_loss[loss=0.203, simple_loss=0.2847, pruned_loss=0.06071, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03869, over 133.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.299, pruned_loss=0.06974, over 2472209.12 frames. utt_duration=641.1 frames, utt_pad_proportion=0.06236, over 15461.71 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3078, pruned_loss=0.07793, over 2466005.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.0615, over 7940.45 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2982, pruned_loss=0.06881, over 2472968.31 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06101, over 16106.94 utterances.], batch size: 133, lr: 4.22e-04
2022-08-25 04:13:01,364 INFO [train.py:927] (0/8) Epoch 8, batch 22450, giga_loss[loss=0.2283, simple_loss=0.3033, pruned_loss=0.07661, over 12357.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0318, over 85.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2967, pruned_loss=0.06915, over 2471657.50 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06818, over 16505.91 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3078, pruned_loss=0.07783, over 2465902.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06528, over 8019.42 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2959, pruned_loss=0.06833, over 2472501.96 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06556, over 17131.15 utterances.], batch size: 85, lr: 4.22e-04
2022-08-25 04:14:43,303 INFO [train.py:927] (0/8) Epoch 8, batch 22500, giga_loss[loss=0.2023, simple_loss=0.2903, pruned_loss=0.05716, over 12336.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02826, over 66.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2956, pruned_loss=0.06781, over 2472215.18 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06446, over 16655.82 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07768, over 2466251.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06417, over 7995.29 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2951, pruned_loss=0.0671, over 2472714.59 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06299, over 17362.66 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:16:24,504 INFO [train.py:927] (0/8) Epoch 8, batch 22550, giga_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07247, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03003, over 42.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2981, pruned_loss=0.06819, over 2472813.59 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06323, over 17519.13 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3073, pruned_loss=0.07772, over 2466519.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.06327, over 7984.56 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2976, pruned_loss=0.06738, over 2473096.44 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06252, over 18283.29 utterances.], batch size: 42, lr: 4.22e-04
2022-08-25 04:18:04,557 INFO [train.py:927] (0/8) Epoch 8, batch 22600, giga_loss[loss=0.1999, simple_loss=0.2937, pruned_loss=0.05306, over 12388.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2981, pruned_loss=0.06764, over 2473506.12 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06359, over 18100.98 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3078, pruned_loss=0.07806, over 2466762.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.0675, over 8070.57 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2971, pruned_loss=0.06655, over 2473636.27 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06156, over 18812.79 utterances.], batch size: 133, lr: 4.22e-04
2022-08-25 04:19:47,524 INFO [train.py:927] (0/8) Epoch 8, batch 22650, giga_loss[loss=0.231, simple_loss=0.3074, pruned_loss=0.07731, over 12336.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03144, over 85.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2968, pruned_loss=0.06675, over 2473672.11 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06195, over 17547.06 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3077, pruned_loss=0.07794, over 2466846.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.06669, over 8064.56 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06583, over 2473812.19 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06065, over 18247.63 utterances.], batch size: 85, lr: 4.22e-04
2022-08-25 04:21:29,944 INFO [train.py:927] (0/8) Epoch 8, batch 22700, giga_loss[loss=0.2045, simple_loss=0.2878, pruned_loss=0.06063, over 12330.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0341, over 85.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2973, pruned_loss=0.06704, over 2473905.87 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05683, over 16813.68 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3081, pruned_loss=0.07828, over 2467042.65 frames. utt_duration=1229 frames, utt_pad_proportion=0.06524, over 8038.02 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.06571, over 2474007.41 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05647, over 17649.84 utterances.], batch size: 85, lr: 4.22e-04
2022-08-25 04:23:10,345 INFO [train.py:927] (0/8) Epoch 8, batch 22750, giga_loss[loss=0.2277, simple_loss=0.3121, pruned_loss=0.07169, over 12418.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03959, over 123.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.299, pruned_loss=0.06711, over 2473851.58 frames. utt_duration=577 frames, utt_pad_proportion=0.06058, over 17194.40 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07814, over 2467015.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06474, over 8025.67 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2981, pruned_loss=0.06608, over 2474029.86 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06035, over 17948.03 utterances.], batch size: 123, lr: 4.22e-04
2022-08-25 04:24:53,635 INFO [train.py:927] (0/8) Epoch 8, batch 22800, giga_loss[loss=0.2125, simple_loss=0.3044, pruned_loss=0.06029, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2992, pruned_loss=0.06724, over 2473138.81 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05739, over 16539.92 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3073, pruned_loss=0.07794, over 2466962.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06295, over 7986.51 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2987, pruned_loss=0.06619, over 2473572.25 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05803, over 17511.13 utterances.], batch size: 146, lr: 4.22e-04
2022-08-25 04:26:33,873 INFO [train.py:927] (0/8) Epoch 8, batch 22850, libri_loss[loss=0.2554, simple_loss=0.3346, pruned_loss=0.08817, over 12316.00 frames. utt_duration=771 frames, utt_pad_proportion=0.1239, over 64.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3001, pruned_loss=0.06732, over 2473617.97 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06172, over 16775.57 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07804, over 2467210.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06245, over 7996.05 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.06613, over 2473887.30 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06221, over 17753.10 utterances.], batch size: 64, lr: 4.22e-04
2022-08-25 04:28:15,306 INFO [train.py:927] (0/8) Epoch 8, batch 22900, libri_loss[loss=0.3042, simple_loss=0.3556, pruned_loss=0.1265, over 12285.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006661, over 37.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2996, pruned_loss=0.06762, over 2473684.42 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06129, over 17184.30 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.07819, over 2467169.50 frames. utt_duration=1234 frames, utt_pad_proportion=0.062, over 8008.76 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2985, pruned_loss=0.06626, over 2474073.85 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06186, over 18150.28 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:29:55,896 INFO [train.py:927] (0/8) Epoch 8, batch 22950, giga_loss[loss=0.1951, simple_loss=0.289, pruned_loss=0.05057, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03334, over 75.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2977, pruned_loss=0.06665, over 2473895.62 frames. utt_duration=593.1 frames, utt_pad_proportion=0.06054, over 16726.50 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3086, pruned_loss=0.07876, over 2467387.67 frames. utt_duration=1220 frames, utt_pad_proportion=0.06673, over 8100.46 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.296, pruned_loss=0.06486, over 2474139.80 frames. utt_duration=565 frames, utt_pad_proportion=0.0589, over 17561.77 utterances.], batch size: 75, lr: 4.21e-04
2022-08-25 04:31:35,097 INFO [train.py:927] (0/8) Epoch 8, batch 23000, libri_loss[loss=0.2595, simple_loss=0.3301, pruned_loss=0.09449, over 12239.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00572, over 34.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2983, pruned_loss=0.06649, over 2473635.41 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06288, over 17116.00 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.308, pruned_loss=0.07849, over 2467121.66 frames. utt_duration=1228 frames, utt_pad_proportion=0.06502, over 8047.49 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.297, pruned_loss=0.06482, over 2474338.08 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06218, over 18183.14 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:33:14,926 INFO [train.py:927] (0/8) Epoch 8, batch 23050, giga_loss[loss=0.1989, simple_loss=0.2864, pruned_loss=0.05565, over 12386.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2974, pruned_loss=0.06618, over 2474124.89 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05885, over 16662.52 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3082, pruned_loss=0.07853, over 2467531.14 frames. utt_duration=1230 frames, utt_pad_proportion=0.06311, over 8031.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2959, pruned_loss=0.06434, over 2474566.85 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05923, over 17864.17 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:34:55,837 INFO [train.py:927] (0/8) Epoch 8, batch 23100, giga_loss[loss=0.2137, simple_loss=0.2896, pruned_loss=0.0689, over 12300.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03471, over 51.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2961, pruned_loss=0.06626, over 2474372.56 frames. utt_duration=579.2 frames, utt_pad_proportion=0.0612, over 17132.14 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3082, pruned_loss=0.07862, over 2467833.71 frames. utt_duration=1220 frames, utt_pad_proportion=0.06665, over 8101.75 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2946, pruned_loss=0.06445, over 2474601.07 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06004, over 18220.72 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:36:38,556 INFO [train.py:927] (0/8) Epoch 8, batch 23150, giga_loss[loss=0.1949, simple_loss=0.2576, pruned_loss=0.06612, over 12469.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04577, over 34.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2938, pruned_loss=0.06613, over 2473792.97 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06218, over 17463.45 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3078, pruned_loss=0.07835, over 2467564.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06609, over 8080.83 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2928, pruned_loss=0.06472, over 2474330.98 frames. utt_duration=536.4 frames, utt_pad_proportion=0.0614, over 18503.34 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:38:17,836 INFO [train.py:927] (0/8) Epoch 8, batch 23200, giga_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05282, over 12360.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.0401, over 145.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.291, pruned_loss=0.06495, over 2474631.57 frames. utt_duration=567 frames, utt_pad_proportion=0.0597, over 17503.91 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3076, pruned_loss=0.07836, over 2467624.36 frames. utt_duration=1224 frames, utt_pad_proportion=0.06531, over 8072.16 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2901, pruned_loss=0.06362, over 2475123.16 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05948, over 18498.54 utterances.], batch size: 145, lr: 4.21e-04
2022-08-25 04:39:56,493 INFO [train.py:927] (0/8) Epoch 8, batch 23250, giga_loss[loss=0.2033, simple_loss=0.29, pruned_loss=0.05834, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0329, over 97.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2902, pruned_loss=0.06417, over 2473886.52 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05872, over 17073.86 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3081, pruned_loss=0.07828, over 2467661.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06371, over 8034.98 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06274, over 2474481.15 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05917, over 18202.16 utterances.], batch size: 97, lr: 4.21e-04
2022-08-25 04:41:38,622 INFO [train.py:927] (0/8) Epoch 8, batch 23300, giga_loss[loss=0.1968, simple_loss=0.2845, pruned_loss=0.05449, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02977, over 48.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.291, pruned_loss=0.06443, over 2474026.53 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06113, over 17502.00 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3075, pruned_loss=0.07789, over 2467359.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.06319, over 8003.60 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.29, pruned_loss=0.06345, over 2474835.23 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06153, over 18539.56 utterances.], batch size: 48, lr: 4.21e-04
2022-08-25 04:43:19,543 INFO [train.py:927] (0/8) Epoch 8, batch 23350, giga_loss[loss=0.2298, simple_loss=0.3137, pruned_loss=0.07293, over 12367.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2948, pruned_loss=0.06599, over 2474236.24 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05791, over 17710.39 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3073, pruned_loss=0.07787, over 2467763.54 frames. utt_duration=1236 frames, utt_pad_proportion=0.0619, over 7997.25 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2936, pruned_loss=0.06487, over 2474747.27 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05887, over 18850.45 utterances.], batch size: 91, lr: 4.21e-04
2022-08-25 04:45:01,438 INFO [train.py:927] (0/8) Epoch 8, batch 23400, giga_loss[loss=0.2212, simple_loss=0.3025, pruned_loss=0.06995, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.297, pruned_loss=0.06715, over 2474615.97 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05722, over 17447.56 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3073, pruned_loss=0.07788, over 2467506.24 frames. utt_duration=1239 frames, utt_pad_proportion=0.06077, over 7978.56 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2958, pruned_loss=0.066, over 2475393.59 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0584, over 18578.10 utterances.], batch size: 54, lr: 4.21e-04
2022-08-25 04:46:48,224 INFO [train.py:927] (0/8) Epoch 8, batch 23450, giga_loss[loss=0.24, simple_loss=0.3226, pruned_loss=0.07866, over 12373.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05201, over 34.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3028, pruned_loss=0.0718, over 2473613.74 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06718, over 18316.00 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07806, over 2467292.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.05933, over 7956.56 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3014, pruned_loss=0.07049, over 2474600.85 frames. utt_duration=509.4 frames, utt_pad_proportion=0.068, over 19489.25 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:47:48,380 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-208000.pt
2022-08-25 04:48:37,060 INFO [train.py:927] (0/8) Epoch 8, batch 23500, giga_loss[loss=0.3384, simple_loss=0.3784, pruned_loss=0.1492, over 12367.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.07662, over 2473621.33 frames. utt_duration=528 frames, utt_pad_proportion=0.06575, over 18791.77 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3076, pruned_loss=0.07811, over 2467201.09 frames. utt_duration=1238 frames, utt_pad_proportion=0.05943, over 7980.03 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.07548, over 2474604.81 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06652, over 19897.95 utterances.], batch size: 258, lr: 4.21e-04
2022-08-25 04:50:22,441 INFO [train.py:927] (0/8) Epoch 8, batch 23550, libri_loss[loss=0.2233, simple_loss=0.3122, pruned_loss=0.06722, over 12276.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007232, over 32.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08199, over 2474125.71 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07117, over 19465.29 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3077, pruned_loss=0.07809, over 2467377.32 frames. utt_duration=1242 frames, utt_pad_proportion=0.05882, over 7953.48 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08113, over 2474840.30 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07177, over 20522.70 utterances.], batch size: 32, lr: 4.21e-04
2022-08-25 04:52:07,990 INFO [train.py:927] (0/8) Epoch 8, batch 23600, giga_loss[loss=0.2561, simple_loss=0.3349, pruned_loss=0.08868, over 12444.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08675, over 2473383.33 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07829, over 20736.06 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07831, over 2467434.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.05815, over 7938.27 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.322, pruned_loss=0.08597, over 2473968.93 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07875, over 21763.46 utterances.], batch size: 105, lr: 4.21e-04
2022-08-25 04:53:55,002 INFO [train.py:927] (0/8) Epoch 8, batch 23650, giga_loss[loss=0.3098, simple_loss=0.3671, pruned_loss=0.1263, over 12441.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05387, over 162.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3288, pruned_loss=0.09138, over 2473820.34 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07459, over 20839.46 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3089, pruned_loss=0.07859, over 2467594.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06227, over 8013.77 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3278, pruned_loss=0.09071, over 2474246.25 frames. utt_duration=455 frames, utt_pad_proportion=0.07386, over 21823.88 utterances.], batch size: 162, lr: 4.21e-04
2022-08-25 04:55:44,831 INFO [train.py:927] (0/8) Epoch 8, batch 23700, giga_loss[loss=0.3348, simple_loss=0.3879, pruned_loss=0.1408, over 12407.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3322, pruned_loss=0.09501, over 2474249.29 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08624, over 22309.21 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3086, pruned_loss=0.07842, over 2467382.74 frames. utt_duration=1225 frames, utt_pad_proportion=0.06613, over 8067.21 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3322, pruned_loss=0.09493, over 2474916.56 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08418, over 23342.01 utterances.], batch size: 183, lr: 4.21e-04
2022-08-25 04:57:29,342 INFO [train.py:927] (0/8) Epoch 8, batch 23750, giga_loss[loss=0.2825, simple_loss=0.3521, pruned_loss=0.1065, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3312, pruned_loss=0.09412, over 2474177.66 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08246, over 21591.04 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07844, over 2467555.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.06568, over 8070.23 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3314, pruned_loss=0.09427, over 2474624.77 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08117, over 22598.58 utterances.], batch size: 183, lr: 4.21e-04
2022-08-25 04:59:12,521 INFO [train.py:927] (0/8) Epoch 8, batch 23800, giga_loss[loss=0.2264, simple_loss=0.3103, pruned_loss=0.07121, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02995, over 91.00 utterances.], tot_loss[loss=0.261, simple_loss=0.333, pruned_loss=0.09448, over 2475012.74 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07579, over 21799.55 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07831, over 2467927.65 frames. utt_duration=1225 frames, utt_pad_proportion=0.06498, over 8068.73 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3337, pruned_loss=0.09499, over 2475157.08 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07535, over 22840.81 utterances.], batch size: 91, lr: 4.21e-04
2022-08-25 05:01:01,067 INFO [train.py:927] (0/8) Epoch 8, batch 23850, giga_loss[loss=0.2457, simple_loss=0.3223, pruned_loss=0.08453, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05177, over 161.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3326, pruned_loss=0.09406, over 2474074.73 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07771, over 22473.22 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3079, pruned_loss=0.07805, over 2467592.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06387, over 8024.44 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3342, pruned_loss=0.09505, over 2474646.62 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07775, over 23663.06 utterances.], batch size: 161, lr: 4.21e-04
2022-08-25 05:02:49,430 INFO [train.py:927] (0/8) Epoch 8, batch 23900, giga_loss[loss=0.248, simple_loss=0.3224, pruned_loss=0.0868, over 12393.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07473, over 213.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3305, pruned_loss=0.09138, over 2473671.36 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0756, over 22566.40 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3076, pruned_loss=0.0778, over 2467634.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.06358, over 8001.26 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3323, pruned_loss=0.09253, over 2474132.17 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07584, over 23653.50 utterances.], batch size: 213, lr: 4.21e-04
2022-08-25 05:04:34,777 INFO [train.py:927] (0/8) Epoch 8, batch 23950, giga_loss[loss=0.246, simple_loss=0.3158, pruned_loss=0.0881, over 12223.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03294, over 42.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3283, pruned_loss=0.08986, over 2473638.62 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0737, over 22166.19 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07767, over 2467432.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.0619, over 7964.52 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3302, pruned_loss=0.0913, over 2474393.25 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0746, over 23512.38 utterances.], batch size: 42, lr: 4.20e-04
2022-08-25 05:06:22,905 INFO [train.py:927] (0/8) Epoch 8, batch 24000, giga_loss[loss=0.2575, simple_loss=0.329, pruned_loss=0.09305, over 12353.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08873, over 2473592.28 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07656, over 21837.81 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07755, over 2467359.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.06128, over 7943.32 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3288, pruned_loss=0.09018, over 2474352.16 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07738, over 23166.14 utterances.], batch size: 62, lr: 4.20e-04
2022-08-25 05:06:22,930 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 05:06:38,045 INFO [train.py:967] (0/8) 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 05:08:29,708 INFO [train.py:927] (0/8) Epoch 8, batch 24050, giga_loss[loss=0.2629, simple_loss=0.3379, pruned_loss=0.09397, over 12401.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.324, pruned_loss=0.08666, over 2472883.33 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07821, over 21899.57 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.07732, over 2466942.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.06019, over 7905.14 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3266, pruned_loss=0.08825, over 2473980.08 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07922, over 23299.46 utterances.], batch size: 257, lr: 4.20e-04
2022-08-25 05:10:14,799 INFO [train.py:927] (0/8) Epoch 8, batch 24100, giga_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.08498, over 12204.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02894, over 39.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3248, pruned_loss=0.08562, over 2473212.16 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07285, over 20894.79 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.0773, over 2466933.13 frames. utt_duration=1249 frames, utt_pad_proportion=0.05934, over 7911.21 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3275, pruned_loss=0.08718, over 2474301.58 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07446, over 22448.57 utterances.], batch size: 39, lr: 4.20e-04
2022-08-25 05:12:01,503 INFO [train.py:927] (0/8) Epoch 8, batch 24150, libri_loss[loss=0.2226, simple_loss=0.3136, pruned_loss=0.06577, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01255, over 40.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3249, pruned_loss=0.08624, over 2473079.11 frames. utt_duration=458 frames, utt_pad_proportion=0.08175, over 21664.98 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.307, pruned_loss=0.07725, over 2466902.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.0592, over 7923.03 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3273, pruned_loss=0.08767, over 2474062.41 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08264, over 23128.41 utterances.], batch size: 40, lr: 4.20e-04
2022-08-25 05:13:49,856 INFO [train.py:927] (0/8) Epoch 8, batch 24200, giga_loss[loss=0.2516, simple_loss=0.3233, pruned_loss=0.08993, over 12408.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03117, over 80.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08606, over 2473632.43 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08401, over 21882.54 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07738, over 2466817.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.05885, over 7922.76 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3254, pruned_loss=0.08715, over 2474549.11 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08477, over 23153.91 utterances.], batch size: 80, lr: 4.20e-04
2022-08-25 05:15:37,718 INFO [train.py:927] (0/8) Epoch 8, batch 24250, giga_loss[loss=0.2358, simple_loss=0.3217, pruned_loss=0.075, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02648, over 45.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3226, pruned_loss=0.08462, over 2474398.73 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0785, over 20837.49 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3071, pruned_loss=0.07736, over 2467095.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05775, over 7892.01 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3245, pruned_loss=0.08568, over 2475043.30 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07991, over 22160.01 utterances.], batch size: 45, lr: 4.20e-04
2022-08-25 05:17:22,967 INFO [train.py:927] (0/8) Epoch 8, batch 24300, giga_loss[loss=0.305, simple_loss=0.3566, pruned_loss=0.1267, over 12394.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07384, over 213.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3223, pruned_loss=0.08438, over 2474541.59 frames. utt_duration=478.2 frames, utt_pad_proportion=0.0789, over 20760.45 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3074, pruned_loss=0.07746, over 2467188.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.05864, over 7943.37 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3238, pruned_loss=0.08523, over 2475072.30 frames. utt_duration=453 frames, utt_pad_proportion=0.07987, over 21924.57 utterances.], batch size: 213, lr: 4.20e-04
2022-08-25 05:19:09,013 INFO [train.py:927] (0/8) Epoch 8, batch 24350, giga_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.0786, over 12364.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.0313, over 58.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08366, over 2474121.29 frames. utt_duration=477 frames, utt_pad_proportion=0.0786, over 20809.61 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3071, pruned_loss=0.07738, over 2467150.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.05844, over 7919.62 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3219, pruned_loss=0.08454, over 2474708.94 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07961, over 21993.25 utterances.], batch size: 58, lr: 4.20e-04
2022-08-25 05:20:57,562 INFO [train.py:927] (0/8) Epoch 8, batch 24400, libri_loss[loss=0.1721, simple_loss=0.2485, pruned_loss=0.0479, over 12295.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009039, over 28.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3193, pruned_loss=0.08377, over 2474446.11 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07717, over 20862.06 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3067, pruned_loss=0.07714, over 2467212.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.05769, over 7904.26 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3212, pruned_loss=0.08483, over 2474988.20 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07841, over 22066.57 utterances.], batch size: 28, lr: 4.20e-04
2022-08-25 05:22:44,787 INFO [train.py:927] (0/8) Epoch 8, batch 24450, giga_loss[loss=0.2899, simple_loss=0.3368, pruned_loss=0.1215, over 12376.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1945, over 365.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08322, over 2474155.89 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07761, over 20578.34 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3064, pruned_loss=0.07706, over 2467116.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06194, over 7989.37 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08435, over 2474896.13 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07751, over 21866.67 utterances.], batch size: 365, lr: 4.20e-04
2022-08-25 05:24:32,087 INFO [train.py:927] (0/8) Epoch 8, batch 24500, giga_loss[loss=0.2382, simple_loss=0.3179, pruned_loss=0.07929, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03621, over 122.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3168, pruned_loss=0.08289, over 2474188.27 frames. utt_duration=501 frames, utt_pad_proportion=0.07272, over 19811.49 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07699, over 2467133.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.06088, over 7974.94 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08403, over 2474938.81 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07343, over 21194.31 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:26:16,639 INFO [train.py:927] (0/8) Epoch 8, batch 24550, giga_loss[loss=0.2447, simple_loss=0.3212, pruned_loss=0.08414, over 12394.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03397, over 122.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3168, pruned_loss=0.08189, over 2473743.58 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07307, over 19786.73 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3064, pruned_loss=0.07682, over 2467003.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06035, over 7962.30 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3186, pruned_loss=0.08302, over 2474553.79 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07382, over 21044.68 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:28:02,157 INFO [train.py:927] (0/8) Epoch 8, batch 24600, giga_loss[loss=0.2624, simple_loss=0.3268, pruned_loss=0.09904, over 12448.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02802, over 80.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3166, pruned_loss=0.08229, over 2473496.20 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07326, over 20190.31 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3055, pruned_loss=0.07638, over 2466656.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05912, over 7918.95 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.08371, over 2474631.60 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07428, over 21547.46 utterances.], batch size: 80, lr: 4.20e-04
2022-08-25 05:29:48,167 INFO [train.py:927] (0/8) Epoch 8, batch 24650, giga_loss[loss=0.231, simple_loss=0.3044, pruned_loss=0.07881, over 12429.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02319, over 48.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.0847, over 2473964.22 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07313, over 20642.43 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.306, pruned_loss=0.07618, over 2466697.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05823, over 7909.14 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3212, pruned_loss=0.08615, over 2474964.11 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0743, over 22002.73 utterances.], batch size: 48, lr: 4.20e-04
2022-08-25 05:31:34,163 INFO [train.py:927] (0/8) Epoch 8, batch 24700, giga_loss[loss=0.262, simple_loss=0.3332, pruned_loss=0.09544, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06428, over 183.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3203, pruned_loss=0.08611, over 2473931.83 frames. utt_duration=476 frames, utt_pad_proportion=0.07174, over 20854.18 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3059, pruned_loss=0.07609, over 2466704.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05692, over 7892.19 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3222, pruned_loss=0.0876, over 2474895.16 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0733, over 22301.30 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:33:18,164 INFO [train.py:927] (0/8) Epoch 8, batch 24750, giga_loss[loss=0.2343, simple_loss=0.314, pruned_loss=0.07732, over 12388.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04843, over 161.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3191, pruned_loss=0.08579, over 2473711.43 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07503, over 20997.17 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3062, pruned_loss=0.07644, over 2466773.82 frames. utt_duration=1232 frames, utt_pad_proportion=0.06404, over 8018.68 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3209, pruned_loss=0.08706, over 2474713.08 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07413, over 22525.51 utterances.], batch size: 161, lr: 4.20e-04
2022-08-25 05:35:00,900 INFO [train.py:927] (0/8) Epoch 8, batch 24800, giga_loss[loss=0.2896, simple_loss=0.3497, pruned_loss=0.1148, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03384, over 36.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.08353, over 2473802.26 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06973, over 20327.05 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3057, pruned_loss=0.07615, over 2466613.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.06341, over 7990.59 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.08494, over 2474877.66 frames. utt_duration=455.7 frames, utt_pad_proportion=0.06957, over 21794.50 utterances.], batch size: 36, lr: 4.20e-04
2022-08-25 05:36:49,146 INFO [train.py:927] (0/8) Epoch 8, batch 24850, libri_loss[loss=0.1752, simple_loss=0.2461, pruned_loss=0.05215, over 12228.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008606, over 29.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.315, pruned_loss=0.0828, over 2474334.36 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06707, over 19497.32 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3051, pruned_loss=0.07595, over 2466789.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06173, over 7964.68 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3179, pruned_loss=0.08451, over 2475426.41 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06782, over 21338.91 utterances.], batch size: 29, lr: 4.20e-04
2022-08-25 05:38:33,548 INFO [train.py:927] (0/8) Epoch 8, batch 24900, giga_loss[loss=0.2894, simple_loss=0.3631, pruned_loss=0.1078, over 12362.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03239, over 62.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3167, pruned_loss=0.08383, over 2475042.29 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06841, over 19453.06 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3056, pruned_loss=0.07633, over 2467204.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06118, over 7980.15 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3187, pruned_loss=0.08497, over 2475675.93 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06915, over 21104.10 utterances.], batch size: 62, lr: 4.20e-04
2022-08-25 05:40:22,526 INFO [train.py:927] (0/8) Epoch 8, batch 24950, giga_loss[loss=0.2405, simple_loss=0.33, pruned_loss=0.07549, over 12318.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0285, over 74.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3202, pruned_loss=0.08376, over 2475405.85 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0687, over 19813.58 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3057, pruned_loss=0.07628, over 2467272.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06054, over 7966.45 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3218, pruned_loss=0.08481, over 2475958.14 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06951, over 21279.47 utterances.], batch size: 74, lr: 4.19e-04
2022-08-25 05:42:06,973 INFO [train.py:927] (0/8) Epoch 8, batch 25000, giga_loss[loss=0.2449, simple_loss=0.3229, pruned_loss=0.08342, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3231, pruned_loss=0.08563, over 2475570.82 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06948, over 19958.70 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3062, pruned_loss=0.07662, over 2467488.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06395, over 8042.44 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3244, pruned_loss=0.08641, over 2476051.64 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06919, over 21388.79 utterances.], batch size: 74, lr: 4.19e-04
2022-08-25 05:43:49,978 INFO [train.py:927] (0/8) Epoch 8, batch 25050, giga_loss[loss=0.2406, simple_loss=0.3222, pruned_loss=0.07948, over 12411.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03566, over 105.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3219, pruned_loss=0.08577, over 2474075.94 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07363, over 20125.26 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3054, pruned_loss=0.0761, over 2466866.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06225, over 8001.91 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3245, pruned_loss=0.08731, over 2475381.48 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07391, over 21846.70 utterances.], batch size: 105, lr: 4.19e-04
2022-08-25 05:45:35,845 INFO [train.py:927] (0/8) Epoch 8, batch 25100, giga_loss[loss=0.2352, simple_loss=0.3102, pruned_loss=0.08006, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02917, over 85.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3194, pruned_loss=0.08456, over 2473341.27 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06793, over 19462.42 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3046, pruned_loss=0.07561, over 2466701.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06181, over 7980.97 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.0866, over 2474815.45 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06885, over 21305.48 utterances.], batch size: 85, lr: 4.19e-04
2022-08-25 05:47:20,867 INFO [train.py:927] (0/8) Epoch 8, batch 25150, giga_loss[loss=0.2409, simple_loss=0.3224, pruned_loss=0.07971, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03173, over 51.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08473, over 2473495.88 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06956, over 19255.69 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3053, pruned_loss=0.07609, over 2467038.33 frames. utt_duration=1213 frames, utt_pad_proportion=0.06986, over 8144.30 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08628, over 2474606.35 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06762, over 21010.00 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 05:49:06,535 INFO [train.py:927] (0/8) Epoch 8, batch 25200, giga_loss[loss=0.3001, simple_loss=0.353, pruned_loss=0.1235, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07311, over 212.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.08568, over 2474272.17 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06689, over 19689.82 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3053, pruned_loss=0.07627, over 2467129.89 frames. utt_duration=1211 frames, utt_pad_proportion=0.07003, over 8160.15 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3218, pruned_loss=0.08685, over 2475155.24 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06549, over 21216.90 utterances.], batch size: 212, lr: 4.19e-04
2022-08-25 05:50:49,707 INFO [train.py:927] (0/8) Epoch 8, batch 25250, libri_loss[loss=0.1986, simple_loss=0.2948, pruned_loss=0.05117, over 12443.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007334, over 32.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3192, pruned_loss=0.08548, over 2474969.99 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06869, over 19922.18 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3054, pruned_loss=0.0762, over 2467141.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.07315, over 8213.07 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3211, pruned_loss=0.08664, over 2475773.27 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06638, over 21251.90 utterances.], batch size: 32, lr: 4.19e-04
2022-08-25 05:52:34,764 INFO [train.py:927] (0/8) Epoch 8, batch 25300, giga_loss[loss=0.2486, simple_loss=0.3198, pruned_loss=0.0887, over 12409.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08661, over 2474302.76 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07146, over 20361.20 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3058, pruned_loss=0.07614, over 2466672.26 frames. utt_duration=1206 frames, utt_pad_proportion=0.07245, over 8193.91 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3234, pruned_loss=0.08775, over 2475496.82 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06975, over 21653.94 utterances.], batch size: 80, lr: 4.19e-04
2022-08-25 05:54:20,769 INFO [train.py:927] (0/8) Epoch 8, batch 25350, giga_loss[loss=0.2305, simple_loss=0.3023, pruned_loss=0.07934, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02954, over 91.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3216, pruned_loss=0.08678, over 2474353.67 frames. utt_duration=496 frames, utt_pad_proportion=0.07036, over 20014.06 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3059, pruned_loss=0.07614, over 2466415.82 frames. utt_duration=1202 frames, utt_pad_proportion=0.07491, over 8219.85 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08818, over 2475889.79 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06817, over 21554.90 utterances.], batch size: 91, lr: 4.19e-04
2022-08-25 05:56:05,011 INFO [train.py:927] (0/8) Epoch 8, batch 25400, giga_loss[loss=0.2526, simple_loss=0.3323, pruned_loss=0.08641, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03362, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3233, pruned_loss=0.0857, over 2474785.08 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07473, over 20340.37 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.07638, over 2466495.98 frames. utt_duration=1193 frames, utt_pad_proportion=0.07836, over 8280.23 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3248, pruned_loss=0.08675, over 2476089.17 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07148, over 21726.69 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:57:49,818 INFO [train.py:927] (0/8) Epoch 8, batch 25450, libri_loss[loss=0.1865, simple_loss=0.2604, pruned_loss=0.05633, over 12207.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009846, over 29.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3241, pruned_loss=0.08596, over 2474140.80 frames. utt_duration=503.4 frames, utt_pad_proportion=0.07049, over 19717.05 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3055, pruned_loss=0.07608, over 2466082.61 frames. utt_duration=1201 frames, utt_pad_proportion=0.0764, over 8225.12 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3265, pruned_loss=0.08739, over 2475852.38 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0687, over 21253.45 utterances.], batch size: 29, lr: 4.19e-04
2022-08-25 05:58:50,863 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-210000.pt
2022-08-25 05:59:40,359 INFO [train.py:927] (0/8) Epoch 8, batch 25500, giga_loss[loss=0.2193, simple_loss=0.3037, pruned_loss=0.06745, over 12275.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02711, over 54.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.08718, over 2473586.53 frames. utt_duration=512.3 frames, utt_pad_proportion=0.0691, over 19369.31 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3049, pruned_loss=0.07576, over 2465735.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.0748, over 8181.92 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3277, pruned_loss=0.08892, over 2475485.14 frames. utt_duration=474 frames, utt_pad_proportion=0.06826, over 20956.84 utterances.], batch size: 54, lr: 4.19e-04
2022-08-25 06:01:23,323 INFO [train.py:927] (0/8) Epoch 8, batch 25550, giga_loss[loss=0.2222, simple_loss=0.32, pruned_loss=0.0622, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02838, over 42.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3246, pruned_loss=0.08684, over 2473203.74 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07287, over 19723.22 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.305, pruned_loss=0.07583, over 2465791.58 frames. utt_duration=1204 frames, utt_pad_proportion=0.07476, over 8203.79 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3274, pruned_loss=0.08849, over 2474878.00 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0719, over 21287.81 utterances.], batch size: 42, lr: 4.19e-04
2022-08-25 06:03:08,848 INFO [train.py:927] (0/8) Epoch 8, batch 25600, giga_loss[loss=0.2267, simple_loss=0.3063, pruned_loss=0.07356, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3254, pruned_loss=0.08553, over 2472558.61 frames. utt_duration=505 frames, utt_pad_proportion=0.06873, over 19641.38 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.305, pruned_loss=0.07585, over 2465756.63 frames. utt_duration=1205 frames, utt_pad_proportion=0.07447, over 8197.77 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3277, pruned_loss=0.08685, over 2473934.53 frames. utt_duration=474.4 frames, utt_pad_proportion=0.0683, over 20925.91 utterances.], batch size: 113, lr: 4.19e-04
2022-08-25 06:04:56,047 INFO [train.py:927] (0/8) Epoch 8, batch 25650, giga_loss[loss=0.2864, simple_loss=0.3517, pruned_loss=0.1105, over 12357.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06129, over 182.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3261, pruned_loss=0.0864, over 2473204.27 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07239, over 20555.55 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3053, pruned_loss=0.07606, over 2465638.19 frames. utt_duration=1207 frames, utt_pad_proportion=0.0734, over 8183.90 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.328, pruned_loss=0.08744, over 2474544.80 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07223, over 21810.10 utterances.], batch size: 182, lr: 4.19e-04
2022-08-25 06:06:42,711 INFO [train.py:927] (0/8) Epoch 8, batch 25700, libri_loss[loss=0.2795, simple_loss=0.3979, pruned_loss=0.08056, over 12452.00 frames. utt_duration=767.8 frames, utt_pad_proportion=0.1265, over 65.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.326, pruned_loss=0.08643, over 2473651.96 frames. utt_duration=460 frames, utt_pad_proportion=0.07988, over 21580.85 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3065, pruned_loss=0.07595, over 2465645.09 frames. utt_duration=1201 frames, utt_pad_proportion=0.07387, over 8220.25 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3268, pruned_loss=0.08756, over 2474861.37 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0793, over 22802.40 utterances.], batch size: 65, lr: 4.19e-04
2022-08-25 06:08:27,417 INFO [train.py:927] (0/8) Epoch 8, batch 25750, giga_loss[loss=0.2955, simple_loss=0.3346, pruned_loss=0.1282, over 12329.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2093, over 371.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.08522, over 2474051.93 frames. utt_duration=471.1 frames, utt_pad_proportion=0.08029, over 21073.53 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3068, pruned_loss=0.07598, over 2466073.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07284, over 8222.27 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08652, over 2474956.46 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08019, over 22614.87 utterances.], batch size: 371, lr: 4.19e-04
2022-08-25 06:10:08,412 INFO [train.py:927] (0/8) Epoch 8, batch 25800, giga_loss[loss=0.2402, simple_loss=0.3154, pruned_loss=0.08247, over 12445.00 frames. utt_duration=1039 frames, utt_pad_proportion=0.02187, over 48.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3222, pruned_loss=0.08556, over 2474159.97 frames. utt_duration=477 frames, utt_pad_proportion=0.08104, over 20813.89 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3066, pruned_loss=0.07577, over 2466524.30 frames. utt_duration=1198 frames, utt_pad_proportion=0.07233, over 8247.20 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3236, pruned_loss=0.08698, over 2474658.31 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08115, over 22303.63 utterances.], batch size: 48, lr: 4.19e-04
2022-08-25 06:11:47,658 INFO [train.py:927] (0/8) Epoch 8, batch 25850, giga_loss[loss=0.2164, simple_loss=0.2995, pruned_loss=0.06669, over 12409.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08323, over 2473967.87 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08069, over 21875.52 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3066, pruned_loss=0.07573, over 2466528.02 frames. utt_duration=1201 frames, utt_pad_proportion=0.07163, over 8228.58 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3211, pruned_loss=0.08464, over 2474573.02 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08113, over 23466.20 utterances.], batch size: 133, lr: 4.19e-04
2022-08-25 06:13:35,104 INFO [train.py:927] (0/8) Epoch 8, batch 25900, giga_loss[loss=0.2045, simple_loss=0.2768, pruned_loss=0.06605, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04141, over 34.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.08161, over 2473681.99 frames. utt_duration=460.3 frames, utt_pad_proportion=0.08094, over 21562.95 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3058, pruned_loss=0.07541, over 2466064.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.06991, over 8164.52 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.08326, over 2474851.07 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08196, over 23356.52 utterances.], batch size: 34, lr: 4.19e-04
2022-08-25 06:15:19,847 INFO [train.py:927] (0/8) Epoch 8, batch 25950, giga_loss[loss=0.2409, simple_loss=0.3229, pruned_loss=0.07942, over 12350.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.02932, over 58.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3147, pruned_loss=0.08177, over 2474189.87 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07616, over 21578.51 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3059, pruned_loss=0.07557, over 2466219.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.06923, over 8165.26 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08306, over 2475118.08 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07756, over 23231.81 utterances.], batch size: 58, lr: 4.18e-04
2022-08-25 06:17:04,451 INFO [train.py:927] (0/8) Epoch 8, batch 26000, giga_loss[loss=0.2088, simple_loss=0.2905, pruned_loss=0.06362, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.03809, over 26.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08183, over 2474504.17 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07134, over 21148.29 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3059, pruned_loss=0.07557, over 2466219.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.06923, over 8165.26 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.08283, over 2475226.60 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07274, over 22435.08 utterances.], batch size: 26, lr: 4.18e-04
2022-08-25 06:18:50,111 INFO [train.py:927] (0/8) Epoch 8, batch 26050, giga_loss[loss=0.2332, simple_loss=0.3028, pruned_loss=0.08181, over 12448.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0439, over 31.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.08343, over 2475349.27 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07564, over 22237.58 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3055, pruned_loss=0.07538, over 2466282.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.06881, over 8140.67 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3188, pruned_loss=0.08446, over 2475930.24 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07668, over 23404.42 utterances.], batch size: 31, lr: 4.18e-04
2022-08-25 06:20:37,098 INFO [train.py:927] (0/8) Epoch 8, batch 26100, libri_loss[loss=0.2411, simple_loss=0.3092, pruned_loss=0.08648, over 12292.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005175, over 32.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3182, pruned_loss=0.08338, over 2475363.62 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0716, over 21514.05 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3055, pruned_loss=0.07539, over 2466422.53 frames. utt_duration=1217 frames, utt_pad_proportion=0.06805, over 8116.67 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3196, pruned_loss=0.0843, over 2475833.99 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07289, over 22644.67 utterances.], batch size: 32, lr: 4.18e-04
2022-08-25 06:22:21,689 INFO [train.py:927] (0/8) Epoch 8, batch 26150, giga_loss[loss=0.2565, simple_loss=0.3245, pruned_loss=0.0942, over 12375.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.0353, over 80.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08514, over 2474698.81 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0709, over 21436.93 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3055, pruned_loss=0.07536, over 2466479.18 frames. utt_duration=1220 frames, utt_pad_proportion=0.06682, over 8093.99 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08608, over 2475222.79 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07237, over 22653.06 utterances.], batch size: 80, lr: 4.18e-04
2022-08-25 06:24:10,529 INFO [train.py:927] (0/8) Epoch 8, batch 26200, libri_loss[loss=0.1737, simple_loss=0.2488, pruned_loss=0.0493, over 12229.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008727, over 29.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3205, pruned_loss=0.08511, over 2474596.13 frames. utt_duration=486.3 frames, utt_pad_proportion=0.0685, over 20416.04 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3053, pruned_loss=0.07544, over 2466699.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06485, over 8045.97 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3225, pruned_loss=0.08617, over 2475140.29 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07052, over 21899.64 utterances.], batch size: 29, lr: 4.18e-04
2022-08-25 06:25:54,284 INFO [train.py:927] (0/8) Epoch 8, batch 26250, giga_loss[loss=0.2962, simple_loss=0.3581, pruned_loss=0.1172, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3205, pruned_loss=0.08441, over 2474374.90 frames. utt_duration=469 frames, utt_pad_proportion=0.07445, over 21170.11 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3057, pruned_loss=0.07563, over 2466740.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06463, over 8047.89 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.322, pruned_loss=0.08527, over 2474936.93 frames. utt_duration=439 frames, utt_pad_proportion=0.07572, over 22623.18 utterances.], batch size: 146, lr: 4.18e-04
2022-08-25 06:27:36,502 INFO [train.py:927] (0/8) Epoch 8, batch 26300, giga_loss[loss=0.2566, simple_loss=0.3374, pruned_loss=0.08787, over 12395.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03873, over 105.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3198, pruned_loss=0.08482, over 2474551.29 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07528, over 21279.54 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3055, pruned_loss=0.07568, over 2467247.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.06618, over 8067.01 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.08589, over 2474872.55 frames. utt_duration=431 frames, utt_pad_proportion=0.07596, over 23045.57 utterances.], batch size: 105, lr: 4.18e-04
2022-08-25 06:29:19,288 INFO [train.py:927] (0/8) Epoch 8, batch 26350, giga_loss[loss=0.2543, simple_loss=0.3278, pruned_loss=0.09035, over 12419.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03942, over 123.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08424, over 2474562.07 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07183, over 20710.17 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3051, pruned_loss=0.07547, over 2467455.95 frames. utt_duration=1228 frames, utt_pad_proportion=0.06484, over 8046.20 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3208, pruned_loss=0.0855, over 2474832.62 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07315, over 22487.71 utterances.], batch size: 123, lr: 4.18e-04
2022-08-25 06:30:58,747 INFO [train.py:927] (0/8) Epoch 8, batch 26400, giga_loss[loss=0.226, simple_loss=0.3106, pruned_loss=0.07073, over 12319.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02905, over 79.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3178, pruned_loss=0.0839, over 2475408.89 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07081, over 20096.68 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3057, pruned_loss=0.07581, over 2467655.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.06895, over 8144.16 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3193, pruned_loss=0.08468, over 2475547.05 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07053, over 21579.91 utterances.], batch size: 79, lr: 4.18e-04
2022-08-25 06:32:41,785 INFO [train.py:927] (0/8) Epoch 8, batch 26450, giga_loss[loss=0.2907, simple_loss=0.3594, pruned_loss=0.111, over 12416.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02439, over 91.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3187, pruned_loss=0.08505, over 2474629.89 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07299, over 20510.34 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3058, pruned_loss=0.07599, over 2467589.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.06893, over 8162.99 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3199, pruned_loss=0.08562, over 2474914.39 frames. utt_duration=455 frames, utt_pad_proportion=0.07266, over 21830.11 utterances.], batch size: 91, lr: 4.18e-04
2022-08-25 06:34:22,678 INFO [train.py:927] (0/8) Epoch 8, batch 26500, giga_loss[loss=0.2217, simple_loss=0.3073, pruned_loss=0.06807, over 12313.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02909, over 74.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3215, pruned_loss=0.08735, over 2475257.05 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07993, over 21080.69 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3067, pruned_loss=0.07662, over 2467695.18 frames. utt_duration=1165 frames, utt_pad_proportion=0.08625, over 8484.60 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3219, pruned_loss=0.08743, over 2475546.97 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07345, over 22113.75 utterances.], batch size: 74, lr: 4.18e-04
2022-08-25 06:34:35,850 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-25 06:34:37,401 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-8.pt
2022-08-25 06:37:07,842 INFO [train.py:927] (0/8) Epoch 9, batch 50, giga_loss[loss=0.2261, simple_loss=0.3206, pruned_loss=0.06579, over 12202.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.0379, over 33.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3194, pruned_loss=0.07271, over 548037.32 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05043, over 3725.45 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3013, pruned_loss=0.06306, over 73433.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.01658, over 227.18 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3217, pruned_loss=0.07397, over 489135.85 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05221, over 3549.61 utterances.], batch size: 33, lr: 4.08e-04
2022-08-25 06:38:56,157 INFO [train.py:927] (0/8) Epoch 9, batch 100, giga_loss[loss=0.1941, simple_loss=0.2632, pruned_loss=0.06251, over 12481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.036, over 40.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3002, pruned_loss=0.06509, over 975423.70 frames. utt_duration=551.4 frames, utt_pad_proportion=0.04978, over 7094.63 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2974, pruned_loss=0.06237, over 85258.56 frames. utt_duration=1339 frames, utt_pad_proportion=0.01603, over 255.04 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3006, pruned_loss=0.06531, over 921957.13 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05061, over 6949.11 utterances.], batch size: 40, lr: 4.08e-04
2022-08-25 06:40:40,068 INFO [train.py:927] (0/8) Epoch 9, batch 150, giga_loss[loss=0.1818, simple_loss=0.2483, pruned_loss=0.05764, over 12331.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1923, over 363.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2845, pruned_loss=0.05845, over 1307264.10 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06222, over 9628.28 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3016, pruned_loss=0.06295, over 155732.06 frames. utt_duration=1309 frames, utt_pad_proportion=0.01912, over 476.49 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2831, pruned_loss=0.05812, over 1229044.61 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06367, over 9538.89 utterances.], batch size: 363, lr: 4.08e-04
2022-08-25 06:42:23,537 INFO [train.py:927] (0/8) Epoch 9, batch 200, giga_loss[loss=0.1508, simple_loss=0.2409, pruned_loss=0.03036, over 12425.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2734, pruned_loss=0.05407, over 1565604.25 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06492, over 12012.71 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2961, pruned_loss=0.05956, over 190365.53 frames. utt_duration=1317 frames, utt_pad_proportion=0.01839, over 578.81 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.272, pruned_loss=0.05388, over 1490007.95 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06624, over 11988.34 utterances.], batch size: 75, lr: 4.08e-04
2022-08-25 06:44:05,246 INFO [train.py:927] (0/8) Epoch 9, batch 250, giga_loss[loss=0.1855, simple_loss=0.2671, pruned_loss=0.05191, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2686, pruned_loss=0.05206, over 1766328.86 frames. utt_duration=554 frames, utt_pad_proportion=0.06168, over 12787.32 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06039, over 268889.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.05982, over 895.46 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.266, pruned_loss=0.05141, over 1680308.52 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06122, over 12843.06 utterances.], batch size: 104, lr: 4.08e-04
2022-08-25 06:45:46,242 INFO [train.py:927] (0/8) Epoch 9, batch 300, giga_loss[loss=0.1712, simple_loss=0.2467, pruned_loss=0.04785, over 12422.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04836, over 147.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2654, pruned_loss=0.05084, over 1923360.37 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06415, over 14064.86 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2969, pruned_loss=0.06067, over 344924.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.05055, over 1105.05 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2622, pruned_loss=0.04989, over 1834347.73 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06442, over 14313.83 utterances.], batch size: 147, lr: 4.08e-04
2022-08-25 06:47:29,674 INFO [train.py:927] (0/8) Epoch 9, batch 350, giga_loss[loss=0.1673, simple_loss=0.2416, pruned_loss=0.0465, over 12383.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04497, over 146.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2618, pruned_loss=0.04909, over 2044565.13 frames. utt_duration=546 frames, utt_pad_proportion=0.06533, over 15019.07 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2942, pruned_loss=0.05951, over 407605.61 frames. utt_duration=1187 frames, utt_pad_proportion=0.08059, over 1375.62 utterances.], giga_tot_loss[loss=0.1775, simple_loss=0.2587, pruned_loss=0.04818, over 1960446.85 frames. utt_duration=513 frames, utt_pad_proportion=0.0635, over 15330.86 utterances.], batch size: 146, lr: 4.08e-04
2022-08-25 06:49:15,036 INFO [train.py:927] (0/8) Epoch 9, batch 400, giga_loss[loss=0.2053, simple_loss=0.2699, pruned_loss=0.07037, over 12359.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2604, pruned_loss=0.04915, over 2139833.90 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06585, over 16137.53 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2957, pruned_loss=0.06079, over 478725.80 frames. utt_duration=1219 frames, utt_pad_proportion=0.06916, over 1573.45 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2565, pruned_loss=0.04779, over 2060221.02 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06526, over 16653.49 utterances.], batch size: 258, lr: 4.08e-04
2022-08-25 06:50:58,069 INFO [train.py:927] (0/8) Epoch 9, batch 450, giga_loss[loss=0.1532, simple_loss=0.2352, pruned_loss=0.03556, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05071, over 34.00 utterances.], tot_loss[loss=0.1764, simple_loss=0.2569, pruned_loss=0.04793, over 2213961.51 frames. utt_duration=556 frames, utt_pad_proportion=0.0638, over 15970.42 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.06002, over 547271.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.06176, over 1744.84 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2525, pruned_loss=0.04656, over 2140740.59 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06405, over 16692.07 utterances.], batch size: 34, lr: 4.08e-04
2022-08-25 06:52:42,957 INFO [train.py:927] (0/8) Epoch 9, batch 500, libri_loss[loss=0.2192, simple_loss=0.3038, pruned_loss=0.06727, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009764, over 38.00 utterances.], tot_loss[loss=0.1799, simple_loss=0.2607, pruned_loss=0.04952, over 2271687.98 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06011, over 15698.91 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2962, pruned_loss=0.06065, over 585375.61 frames. utt_duration=1250 frames, utt_pad_proportion=0.06139, over 1876.10 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2563, pruned_loss=0.04811, over 2209583.61 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06048, over 16408.66 utterances.], batch size: 38, lr: 4.08e-04
2022-08-25 06:54:25,304 INFO [train.py:927] (0/8) Epoch 9, batch 550, giga_loss[loss=0.241, simple_loss=0.3247, pruned_loss=0.07865, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.274, pruned_loss=0.05575, over 2316438.21 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06106, over 16150.73 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2953, pruned_loss=0.06065, over 641190.97 frames. utt_duration=1273 frames, utt_pad_proportion=0.05614, over 2017.00 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2704, pruned_loss=0.05456, over 2261931.62 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06193, over 16978.73 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 06:56:10,752 INFO [train.py:927] (0/8) Epoch 9, batch 600, giga_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06942, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03243, over 39.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2819, pruned_loss=0.0582, over 2350493.88 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06325, over 16728.64 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.06089, over 668588.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.05713, over 2138.25 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2788, pruned_loss=0.05722, over 2305527.07 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06377, over 17468.66 utterances.], batch size: 39, lr: 4.07e-04
2022-08-25 06:57:55,337 INFO [train.py:927] (0/8) Epoch 9, batch 650, giga_loss[loss=0.2306, simple_loss=0.3076, pruned_loss=0.07677, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03052, over 48.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2866, pruned_loss=0.0601, over 2377595.94 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07044, over 17814.38 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2969, pruned_loss=0.06181, over 695552.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05511, over 2221.79 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2838, pruned_loss=0.05909, over 2340584.01 frames. utt_duration=506.7 frames, utt_pad_proportion=0.07088, over 18530.57 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 06:59:40,655 INFO [train.py:927] (0/8) Epoch 9, batch 700, giga_loss[loss=0.1905, simple_loss=0.2822, pruned_loss=0.04941, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04172, over 31.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2902, pruned_loss=0.06185, over 2398971.24 frames. utt_duration=541 frames, utt_pad_proportion=0.0671, over 17784.93 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2958, pruned_loss=0.0611, over 748004.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05097, over 2355.41 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2881, pruned_loss=0.06125, over 2367197.12 frames. utt_duration=509.2 frames, utt_pad_proportion=0.0682, over 18650.72 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:01:22,765 INFO [train.py:927] (0/8) Epoch 9, batch 750, libri_loss[loss=0.1844, simple_loss=0.2544, pruned_loss=0.05716, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01014, over 28.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2945, pruned_loss=0.06407, over 2415170.72 frames. utt_duration=545.9 frames, utt_pad_proportion=0.07125, over 17745.21 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2949, pruned_loss=0.0607, over 823916.41 frames. utt_duration=1289 frames, utt_pad_proportion=0.04641, over 2559.26 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.293, pruned_loss=0.06381, over 2386820.02 frames. utt_duration=507 frames, utt_pad_proportion=0.07276, over 18884.98 utterances.], batch size: 28, lr: 4.07e-04
2022-08-25 07:03:05,548 INFO [train.py:927] (0/8) Epoch 9, batch 800, giga_loss[loss=0.2426, simple_loss=0.3269, pruned_loss=0.07912, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2976, pruned_loss=0.06489, over 2428164.41 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07357, over 18529.71 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2953, pruned_loss=0.06114, over 864394.51 frames. utt_duration=1289 frames, utt_pad_proportion=0.04424, over 2684.95 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2964, pruned_loss=0.06464, over 2404719.22 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07511, over 19685.43 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:04:49,552 INFO [train.py:927] (0/8) Epoch 9, batch 850, giga_loss[loss=0.2407, simple_loss=0.324, pruned_loss=0.07865, over 12436.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2982, pruned_loss=0.06404, over 2438283.73 frames. utt_duration=551.7 frames, utt_pad_proportion=0.07276, over 17724.73 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2947, pruned_loss=0.06086, over 895926.63 frames. utt_duration=1298 frames, utt_pad_proportion=0.04255, over 2764.69 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06399, over 2419322.83 frames. utt_duration=515 frames, utt_pad_proportion=0.07449, over 18844.70 utterances.], batch size: 162, lr: 4.07e-04
2022-08-25 07:06:35,239 INFO [train.py:927] (0/8) Epoch 9, batch 900, giga_loss[loss=0.2331, simple_loss=0.323, pruned_loss=0.07158, over 12431.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.06378, over 2445589.99 frames. utt_duration=577.9 frames, utt_pad_proportion=0.0673, over 16971.43 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2949, pruned_loss=0.0609, over 934885.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.04054, over 2887.30 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2988, pruned_loss=0.06379, over 2429822.82 frames. utt_duration=538.9 frames, utt_pad_proportion=0.0696, over 18086.53 utterances.], batch size: 105, lr: 4.07e-04
2022-08-25 07:08:21,599 INFO [train.py:927] (0/8) Epoch 9, batch 950, giga_loss[loss=0.2274, simple_loss=0.3021, pruned_loss=0.07634, over 12313.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.302, pruned_loss=0.06692, over 2451198.22 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06648, over 17004.30 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2947, pruned_loss=0.0608, over 942662.65 frames. utt_duration=1300 frames, utt_pad_proportion=0.04016, over 2904.87 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3017, pruned_loss=0.067, over 2438681.64 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06843, over 17923.00 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:09:08,972 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-212000.pt
2022-08-25 07:10:13,789 INFO [train.py:927] (0/8) Epoch 9, batch 1000, giga_loss[loss=0.2011, simple_loss=0.2853, pruned_loss=0.05843, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04407, over 26.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3015, pruned_loss=0.06767, over 2456156.28 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06737, over 17279.18 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2937, pruned_loss=0.06034, over 987726.29 frames. utt_duration=1312 frames, utt_pad_proportion=0.03865, over 3015.38 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3018, pruned_loss=0.06808, over 2445836.07 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06933, over 18297.12 utterances.], batch size: 26, lr: 4.07e-04
2022-08-25 07:11:55,991 INFO [train.py:927] (0/8) Epoch 9, batch 1050, giga_loss[loss=0.2124, simple_loss=0.2957, pruned_loss=0.06459, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3002, pruned_loss=0.06732, over 2460049.56 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06529, over 16773.54 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2921, pruned_loss=0.05951, over 1017324.64 frames. utt_duration=1320 frames, utt_pad_proportion=0.03739, over 3086.49 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3013, pruned_loss=0.06812, over 2451486.10 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06741, over 17782.34 utterances.], batch size: 104, lr: 4.07e-04
2022-08-25 07:13:39,487 INFO [train.py:927] (0/8) Epoch 9, batch 1100, giga_loss[loss=0.1822, simple_loss=0.2668, pruned_loss=0.04878, over 12431.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2987, pruned_loss=0.06641, over 2463204.16 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06897, over 17293.00 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2917, pruned_loss=0.05923, over 1053145.56 frames. utt_duration=1325 frames, utt_pad_proportion=0.03575, over 3182.34 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2999, pruned_loss=0.06733, over 2456305.34 frames. utt_duration=538 frames, utt_pad_proportion=0.0709, over 18313.54 utterances.], batch size: 123, lr: 4.07e-04
2022-08-25 07:15:23,905 INFO [train.py:927] (0/8) Epoch 9, batch 1150, giga_loss[loss=0.1845, simple_loss=0.2719, pruned_loss=0.04859, over 12470.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2952, pruned_loss=0.06504, over 2465847.92 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07359, over 18358.78 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.293, pruned_loss=0.05963, over 1074308.94 frames. utt_duration=1293 frames, utt_pad_proportion=0.04457, over 3326.49 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2957, pruned_loss=0.0657, over 2460308.99 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07387, over 19231.71 utterances.], batch size: 75, lr: 4.07e-04
2022-08-25 07:17:08,410 INFO [train.py:927] (0/8) Epoch 9, batch 1200, giga_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05997, over 12441.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.03517, over 113.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2915, pruned_loss=0.0639, over 2467567.03 frames. utt_duration=526.6 frames, utt_pad_proportion=0.07211, over 18796.87 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2925, pruned_loss=0.05935, over 1115572.32 frames. utt_duration=1300 frames, utt_pad_proportion=0.04269, over 3435.40 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2921, pruned_loss=0.06466, over 2463118.35 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07298, over 19814.32 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 07:18:52,717 INFO [train.py:927] (0/8) Epoch 9, batch 1250, giga_loss[loss=0.2305, simple_loss=0.3121, pruned_loss=0.07444, over 12383.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02952, over 97.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2916, pruned_loss=0.06389, over 2468180.31 frames. utt_duration=529.7 frames, utt_pad_proportion=0.07146, over 18692.42 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2921, pruned_loss=0.05924, over 1135600.77 frames. utt_duration=1307 frames, utt_pad_proportion=0.04168, over 3479.68 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2922, pruned_loss=0.06459, over 2464815.85 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07251, over 19666.96 utterances.], batch size: 97, lr: 4.07e-04
2022-08-25 07:20:38,187 INFO [train.py:927] (0/8) Epoch 9, batch 1300, libri_loss[loss=0.2276, simple_loss=0.3114, pruned_loss=0.07193, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006041, over 35.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2899, pruned_loss=0.06336, over 2469431.90 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06613, over 18330.41 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2926, pruned_loss=0.05945, over 1155786.78 frames. utt_duration=1306 frames, utt_pad_proportion=0.04093, over 3545.10 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2901, pruned_loss=0.06388, over 2466506.00 frames. utt_duration=514 frames, utt_pad_proportion=0.06749, over 19249.17 utterances.], batch size: 35, lr: 4.07e-04
2022-08-25 07:22:21,425 INFO [train.py:927] (0/8) Epoch 9, batch 1350, giga_loss[loss=0.1894, simple_loss=0.2691, pruned_loss=0.05488, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03447, over 113.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2855, pruned_loss=0.06156, over 2469678.50 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06095, over 17197.08 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2926, pruned_loss=0.05946, over 1168866.47 frames. utt_duration=1309 frames, utt_pad_proportion=0.04035, over 3575.60 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2856, pruned_loss=0.06199, over 2467392.92 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06248, over 18017.45 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 07:24:04,031 INFO [train.py:927] (0/8) Epoch 9, batch 1400, giga_loss[loss=0.1796, simple_loss=0.2619, pruned_loss=0.0487, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02855, over 45.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2831, pruned_loss=0.06096, over 2469736.16 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06035, over 17249.44 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2927, pruned_loss=0.05955, over 1181845.78 frames. utt_duration=1313 frames, utt_pad_proportion=0.03972, over 3605.76 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.283, pruned_loss=0.06128, over 2467934.62 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06175, over 17983.33 utterances.], batch size: 45, lr: 4.07e-04
2022-08-25 07:25:47,422 INFO [train.py:927] (0/8) Epoch 9, batch 1450, giga_loss[loss=0.1828, simple_loss=0.2628, pruned_loss=0.05134, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0265, over 91.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2807, pruned_loss=0.05985, over 2470629.20 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05756, over 16496.31 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05973, over 1226259.64 frames. utt_duration=1287 frames, utt_pad_proportion=0.04761, over 3816.93 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2799, pruned_loss=0.06006, over 2469169.96 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05759, over 17316.02 utterances.], batch size: 91, lr: 4.07e-04
2022-08-25 07:27:31,275 INFO [train.py:927] (0/8) Epoch 9, batch 1500, libri_loss[loss=0.2338, simple_loss=0.3201, pruned_loss=0.07376, over 12374.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01062, over 38.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2785, pruned_loss=0.05864, over 2470537.38 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05281, over 15571.13 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2938, pruned_loss=0.05966, over 1268823.40 frames. utt_duration=1292 frames, utt_pad_proportion=0.04519, over 3931.72 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2773, pruned_loss=0.05882, over 2469688.49 frames. utt_duration=599.6 frames, utt_pad_proportion=0.0537, over 16516.04 utterances.], batch size: 38, lr: 4.07e-04
2022-08-25 07:29:15,781 INFO [train.py:927] (0/8) Epoch 9, batch 1550, giga_loss[loss=0.2469, simple_loss=0.3257, pruned_loss=0.08408, over 12358.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04055, over 145.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.281, pruned_loss=0.06035, over 2470353.11 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05548, over 16226.76 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05945, over 1292478.77 frames. utt_duration=1293 frames, utt_pad_proportion=0.04464, over 4003.46 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2799, pruned_loss=0.06059, over 2469862.98 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05622, over 17126.46 utterances.], batch size: 145, lr: 4.07e-04
2022-08-25 07:30:59,971 INFO [train.py:927] (0/8) Epoch 9, batch 1600, libri_loss[loss=0.2476, simple_loss=0.3107, pruned_loss=0.09228, over 12288.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2852, pruned_loss=0.06283, over 2471656.86 frames. utt_duration=607.5 frames, utt_pad_proportion=0.0572, over 16313.93 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2927, pruned_loss=0.05931, over 1344641.61 frames. utt_duration=1302 frames, utt_pad_proportion=0.04324, over 4136.31 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2844, pruned_loss=0.0632, over 2471112.68 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05818, over 17438.35 utterances.], batch size: 32, lr: 4.06e-04
2022-08-25 07:32:44,843 INFO [train.py:927] (0/8) Epoch 9, batch 1650, giga_loss[loss=0.2429, simple_loss=0.3326, pruned_loss=0.07661, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.06494, over 2472482.31 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0578, over 17015.96 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2927, pruned_loss=0.05934, over 1377626.54 frames. utt_duration=1296 frames, utt_pad_proportion=0.04315, over 4255.49 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2896, pruned_loss=0.06536, over 2472449.78 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05868, over 18151.83 utterances.], batch size: 133, lr: 4.06e-04
2022-08-25 07:34:30,092 INFO [train.py:927] (0/8) Epoch 9, batch 1700, giga_loss[loss=0.3201, simple_loss=0.3712, pruned_loss=0.1345, over 12370.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09535, over 255.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2967, pruned_loss=0.06739, over 2472330.92 frames. utt_duration=553.7 frames, utt_pad_proportion=0.061, over 17909.00 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.293, pruned_loss=0.05936, over 1398984.40 frames. utt_duration=1295 frames, utt_pad_proportion=0.04244, over 4324.83 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.296, pruned_loss=0.06785, over 2472644.73 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06177, over 18989.49 utterances.], batch size: 255, lr: 4.06e-04
2022-08-25 07:36:11,197 INFO [train.py:927] (0/8) Epoch 9, batch 1750, giga_loss[loss=0.2445, simple_loss=0.3144, pruned_loss=0.08729, over 12378.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03491, over 80.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2978, pruned_loss=0.06697, over 2471912.25 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05762, over 17779.38 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2914, pruned_loss=0.05855, over 1435103.75 frames. utt_duration=1308 frames, utt_pad_proportion=0.041, over 4392.44 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2982, pruned_loss=0.06799, over 2472919.81 frames. utt_duration=522.3 frames, utt_pad_proportion=0.05891, over 18993.29 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 07:37:56,092 INFO [train.py:927] (0/8) Epoch 9, batch 1800, giga_loss[loss=0.1849, simple_loss=0.2671, pruned_loss=0.05131, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02733, over 48.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2963, pruned_loss=0.06517, over 2472869.64 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05989, over 17850.95 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05843, over 1460816.45 frames. utt_duration=1316 frames, utt_pad_proportion=0.04001, over 4446.08 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2969, pruned_loss=0.0662, over 2473628.50 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06113, over 19072.61 utterances.], batch size: 48, lr: 4.06e-04
2022-08-25 07:39:40,690 INFO [train.py:927] (0/8) Epoch 9, batch 1850, giga_loss[loss=0.2227, simple_loss=0.3116, pruned_loss=0.06684, over 12358.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.06452, over 2472797.52 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05835, over 17133.51 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2908, pruned_loss=0.05807, over 1500801.30 frames. utt_duration=1319 frames, utt_pad_proportion=0.03854, over 4557.04 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2974, pruned_loss=0.06579, over 2473200.85 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06009, over 18493.49 utterances.], batch size: 70, lr: 4.06e-04
2022-08-25 07:41:24,914 INFO [train.py:927] (0/8) Epoch 9, batch 1900, giga_loss[loss=0.2323, simple_loss=0.3075, pruned_loss=0.0785, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2996, pruned_loss=0.06627, over 2473022.87 frames. utt_duration=581 frames, utt_pad_proportion=0.05555, over 17070.44 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.291, pruned_loss=0.05815, over 1519926.30 frames. utt_duration=1317 frames, utt_pad_proportion=0.03812, over 4622.43 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3003, pruned_loss=0.06737, over 2473499.73 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05736, over 18318.03 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:43:09,434 INFO [train.py:927] (0/8) Epoch 9, batch 1950, libri_loss[loss=0.2156, simple_loss=0.3006, pruned_loss=0.06528, over 12381.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009943, over 38.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3005, pruned_loss=0.06704, over 2473516.67 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05829, over 17326.27 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2906, pruned_loss=0.05804, over 1552764.84 frames. utt_duration=1315 frames, utt_pad_proportion=0.03835, over 4727.55 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3016, pruned_loss=0.06828, over 2473955.79 frames. utt_duration=532.1 frames, utt_pad_proportion=0.0598, over 18651.07 utterances.], batch size: 38, lr: 4.06e-04
2022-08-25 07:44:51,974 INFO [train.py:927] (0/8) Epoch 9, batch 2000, giga_loss[loss=0.183, simple_loss=0.2738, pruned_loss=0.04615, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04471, over 31.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06774, over 2473529.18 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05906, over 17249.69 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2903, pruned_loss=0.05787, over 1597722.78 frames. utt_duration=1299 frames, utt_pad_proportion=0.04476, over 4923.68 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3028, pruned_loss=0.0693, over 2473927.86 frames. utt_duration=530 frames, utt_pad_proportion=0.059, over 18724.82 utterances.], batch size: 31, lr: 4.06e-04
2022-08-25 07:46:37,128 INFO [train.py:927] (0/8) Epoch 9, batch 2050, giga_loss[loss=0.2042, simple_loss=0.2977, pruned_loss=0.05531, over 12330.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02766, over 74.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3028, pruned_loss=0.06814, over 2472843.97 frames. utt_duration=605 frames, utt_pad_proportion=0.05567, over 16390.57 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2902, pruned_loss=0.05784, over 1614852.34 frames. utt_duration=1304 frames, utt_pad_proportion=0.04398, over 4959.89 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3043, pruned_loss=0.0696, over 2473399.12 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05615, over 17751.86 utterances.], batch size: 74, lr: 4.06e-04
2022-08-25 07:48:19,567 INFO [train.py:927] (0/8) Epoch 9, batch 2100, giga_loss[loss=0.2799, simple_loss=0.3398, pruned_loss=0.11, over 12332.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02785, over 79.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3027, pruned_loss=0.06824, over 2473160.75 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06467, over 16776.62 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05769, over 1660527.25 frames. utt_duration=1312 frames, utt_pad_proportion=0.04153, over 5068.39 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.07001, over 2473920.73 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06515, over 18339.47 utterances.], batch size: 79, lr: 4.06e-04
2022-08-25 07:50:01,570 INFO [train.py:927] (0/8) Epoch 9, batch 2150, giga_loss[loss=0.2147, simple_loss=0.3019, pruned_loss=0.0637, over 12147.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04386, over 28.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3017, pruned_loss=0.06817, over 2472717.49 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06123, over 16548.39 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2898, pruned_loss=0.05766, over 1680517.06 frames. utt_duration=1313 frames, utt_pad_proportion=0.04096, over 5126.06 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06983, over 2473449.69 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06222, over 18008.69 utterances.], batch size: 28, lr: 4.06e-04
2022-08-25 07:51:43,828 INFO [train.py:927] (0/8) Epoch 9, batch 2200, giga_loss[loss=0.2791, simple_loss=0.3389, pruned_loss=0.1096, over 12362.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09836, over 256.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3024, pruned_loss=0.06919, over 2472334.28 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06321, over 16325.45 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.29, pruned_loss=0.05784, over 1695918.45 frames. utt_duration=1315 frames, utt_pad_proportion=0.04011, over 5164.28 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07058, over 2473183.49 frames. utt_duration=562 frames, utt_pad_proportion=0.06424, over 17649.37 utterances.], batch size: 256, lr: 4.06e-04
2022-08-25 07:53:25,960 INFO [train.py:927] (0/8) Epoch 9, batch 2250, giga_loss[loss=0.2237, simple_loss=0.3043, pruned_loss=0.07153, over 12255.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02869, over 54.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06961, over 2471374.61 frames. utt_duration=639 frames, utt_pad_proportion=0.05947, over 15505.63 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2906, pruned_loss=0.05805, over 1711321.27 frames. utt_duration=1314 frames, utt_pad_proportion=0.03935, over 5214.63 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07078, over 2472060.74 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06096, over 16696.90 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:55:09,768 INFO [train.py:927] (0/8) Epoch 9, batch 2300, giga_loss[loss=0.2454, simple_loss=0.3207, pruned_loss=0.08505, over 12401.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05673, over 162.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3037, pruned_loss=0.0694, over 2471894.39 frames. utt_duration=645.6 frames, utt_pad_proportion=0.0559, over 15351.32 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2907, pruned_loss=0.05807, over 1733943.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.03923, over 5305.35 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3049, pruned_loss=0.07064, over 2472364.45 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05759, over 16494.52 utterances.], batch size: 162, lr: 4.06e-04
2022-08-25 07:56:54,031 INFO [train.py:927] (0/8) Epoch 9, batch 2350, giga_loss[loss=0.2162, simple_loss=0.2955, pruned_loss=0.06841, over 12410.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03254, over 80.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3023, pruned_loss=0.06915, over 2471989.61 frames. utt_duration=653 frames, utt_pad_proportion=0.05717, over 15177.04 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2906, pruned_loss=0.0581, over 1751710.72 frames. utt_duration=1309 frames, utt_pad_proportion=0.03929, over 5358.99 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.07039, over 2472821.85 frames. utt_duration=609.5 frames, utt_pad_proportion=0.05864, over 16269.44 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 07:58:36,458 INFO [train.py:927] (0/8) Epoch 9, batch 2400, giga_loss[loss=0.2574, simple_loss=0.3365, pruned_loss=0.08917, over 12385.00 frames. utt_duration=270.9 frames, utt_pad_proportion=0.06906, over 184.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3013, pruned_loss=0.06856, over 2472112.58 frames. utt_duration=623.9 frames, utt_pad_proportion=0.06107, over 15888.59 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05817, over 1762460.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.03874, over 5398.41 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3023, pruned_loss=0.06962, over 2472771.86 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06226, over 16845.61 utterances.], batch size: 184, lr: 4.06e-04
2022-08-25 08:00:18,388 INFO [train.py:927] (0/8) Epoch 9, batch 2450, giga_loss[loss=0.3085, simple_loss=0.3547, pruned_loss=0.1311, over 12369.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2992, pruned_loss=0.0679, over 2472383.15 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06656, over 16706.57 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2913, pruned_loss=0.05833, over 1772820.82 frames. utt_duration=1311 frames, utt_pad_proportion=0.03832, over 5415.31 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2999, pruned_loss=0.06878, over 2473100.36 frames. utt_duration=564 frames, utt_pad_proportion=0.0674, over 17587.47 utterances.], batch size: 258, lr: 4.06e-04
2022-08-25 08:02:00,713 INFO [train.py:927] (0/8) Epoch 9, batch 2500, giga_loss[loss=0.2157, simple_loss=0.2961, pruned_loss=0.06771, over 12445.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.0475, over 161.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2954, pruned_loss=0.06603, over 2473339.15 frames. utt_duration=604.5 frames, utt_pad_proportion=0.06719, over 16405.71 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05852, over 1779809.74 frames. utt_duration=1311 frames, utt_pad_proportion=0.03791, over 5435.09 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2954, pruned_loss=0.06668, over 2473895.40 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06806, over 17176.79 utterances.], batch size: 161, lr: 4.06e-04
2022-08-25 08:03:45,835 INFO [train.py:927] (0/8) Epoch 9, batch 2550, giga_loss[loss=0.2153, simple_loss=0.3033, pruned_loss=0.0636, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04064, over 133.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2949, pruned_loss=0.06536, over 2474268.77 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06613, over 17205.82 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2953, pruned_loss=0.0592, over 1797034.17 frames. utt_duration=1306 frames, utt_pad_proportion=0.03801, over 5512.20 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2932, pruned_loss=0.06559, over 2474684.64 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06712, over 18005.46 utterances.], batch size: 133, lr: 4.06e-04
2022-08-25 08:05:28,009 INFO [train.py:927] (0/8) Epoch 9, batch 2600, giga_loss[loss=0.2282, simple_loss=0.3133, pruned_loss=0.07159, over 12351.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2961, pruned_loss=0.0657, over 2474181.24 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06612, over 17714.67 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.295, pruned_loss=0.05925, over 1809913.10 frames. utt_duration=1309 frames, utt_pad_proportion=0.03735, over 5536.68 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2948, pruned_loss=0.06597, over 2474999.86 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06726, over 18536.74 utterances.], batch size: 91, lr: 4.06e-04
2022-08-25 08:07:09,195 INFO [train.py:927] (0/8) Epoch 9, batch 2650, libri_loss[loss=0.1653, simple_loss=0.2516, pruned_loss=0.03945, over 12174.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01005, over 30.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2959, pruned_loss=0.06464, over 2474107.69 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06527, over 17707.65 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05956, over 1826138.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04148, over 5643.75 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06479, over 2474999.82 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06548, over 18552.94 utterances.], batch size: 30, lr: 4.05e-04
2022-08-25 08:08:50,155 INFO [train.py:927] (0/8) Epoch 9, batch 2700, giga_loss[loss=0.213, simple_loss=0.2876, pruned_loss=0.06919, over 12442.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04475, over 34.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.295, pruned_loss=0.06369, over 2473965.18 frames. utt_duration=570 frames, utt_pad_proportion=0.06074, over 17407.87 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2949, pruned_loss=0.05939, over 1860505.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.04074, over 5733.54 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2945, pruned_loss=0.06419, over 2475067.19 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06179, over 18618.20 utterances.], batch size: 34, lr: 4.05e-04
2022-08-25 08:10:32,141 INFO [train.py:927] (0/8) Epoch 9, batch 2750, libri_loss[loss=0.2251, simple_loss=0.3123, pruned_loss=0.06896, over 12470.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008772, over 39.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2947, pruned_loss=0.06344, over 2474050.59 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06045, over 18011.91 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05919, over 1881191.20 frames. utt_duration=1309 frames, utt_pad_proportion=0.0397, over 5753.77 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2947, pruned_loss=0.06411, over 2475395.21 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06179, over 19368.36 utterances.], batch size: 39, lr: 4.05e-04
2022-08-25 08:12:15,256 INFO [train.py:927] (0/8) Epoch 9, batch 2800, giga_loss[loss=0.1798, simple_loss=0.2716, pruned_loss=0.04397, over 12338.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2954, pruned_loss=0.06387, over 2473516.51 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05706, over 17349.06 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.294, pruned_loss=0.05913, over 1892922.46 frames. utt_duration=1313 frames, utt_pad_proportion=0.03893, over 5775.48 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2956, pruned_loss=0.06454, over 2474626.81 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05872, over 18627.71 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:13:57,857 INFO [train.py:927] (0/8) Epoch 9, batch 2850, giga_loss[loss=0.234, simple_loss=0.3215, pruned_loss=0.07326, over 12383.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04482, over 146.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06439, over 2474117.74 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05679, over 17526.98 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05928, over 1904367.51 frames. utt_duration=1317 frames, utt_pad_proportion=0.03837, over 5788.96 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2974, pruned_loss=0.06489, over 2475062.54 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0584, over 18740.36 utterances.], batch size: 146, lr: 4.05e-04
2022-08-25 08:15:40,596 INFO [train.py:927] (0/8) Epoch 9, batch 2900, giga_loss[loss=0.1931, simple_loss=0.281, pruned_loss=0.05261, over 12267.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02764, over 54.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2974, pruned_loss=0.06404, over 2474478.16 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05515, over 17526.96 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05939, over 1915923.22 frames. utt_duration=1301 frames, utt_pad_proportion=0.0434, over 5898.21 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2975, pruned_loss=0.06446, over 2475011.56 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05534, over 18601.88 utterances.], batch size: 54, lr: 4.05e-04
2022-08-25 08:17:21,428 INFO [train.py:927] (0/8) Epoch 9, batch 2950, giga_loss[loss=0.2195, simple_loss=0.3022, pruned_loss=0.06842, over 12386.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06465, over 183.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2974, pruned_loss=0.06425, over 2474592.47 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05687, over 17389.50 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05938, over 1929795.96 frames. utt_duration=1289 frames, utt_pad_proportion=0.04775, over 5995.62 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06468, over 2474957.54 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05571, over 18405.52 utterances.], batch size: 183, lr: 4.05e-04
2022-08-25 08:18:08,149 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-214000.pt
2022-08-25 08:19:07,812 INFO [train.py:927] (0/8) Epoch 9, batch 3000, giga_loss[loss=0.2141, simple_loss=0.2939, pruned_loss=0.06717, over 12410.00 frames. utt_duration=578.7 frames, utt_pad_proportion=0.03558, over 86.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2954, pruned_loss=0.06379, over 2473631.60 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06018, over 17317.17 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2946, pruned_loss=0.0595, over 1934990.36 frames. utt_duration=1291 frames, utt_pad_proportion=0.0473, over 6001.64 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2952, pruned_loss=0.06408, over 2474148.78 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05929, over 18217.17 utterances.], batch size: 86, lr: 4.05e-04
2022-08-25 08:19:07,837 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 08:19:21,839 INFO [train.py:967] (0/8) 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] (0/8) Epoch 9, batch 3050, giga_loss[loss=0.2338, simple_loss=0.328, pruned_loss=0.06976, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03883, over 113.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2955, pruned_loss=0.06358, over 2473509.93 frames. utt_duration=569.9 frames, utt_pad_proportion=0.0595, over 17406.50 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2947, pruned_loss=0.05969, over 1950753.86 frames. utt_duration=1294 frames, utt_pad_proportion=0.04594, over 6036.12 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2952, pruned_loss=0.0638, over 2474070.50 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05936, over 18395.53 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:22:40,363 INFO [train.py:927] (0/8) Epoch 9, batch 3100, giga_loss[loss=0.2158, simple_loss=0.2999, pruned_loss=0.06586, over 12391.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03252, over 80.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06487, over 2473937.28 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05662, over 17610.31 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05963, over 1963483.68 frames. utt_duration=1294 frames, utt_pad_proportion=0.04534, over 6076.66 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2975, pruned_loss=0.06518, over 2474560.07 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05695, over 18614.89 utterances.], batch size: 80, lr: 4.05e-04
2022-08-25 08:24:19,875 INFO [train.py:927] (0/8) Epoch 9, batch 3150, giga_loss[loss=0.2052, simple_loss=0.2777, pruned_loss=0.0663, over 12441.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.02625, over 40.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2966, pruned_loss=0.06527, over 2474742.57 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0599, over 17941.77 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05999, over 1973463.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.05062, over 6184.16 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2963, pruned_loss=0.06537, over 2475367.55 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0587, over 18856.45 utterances.], batch size: 40, lr: 4.05e-04
2022-08-25 08:25:58,721 INFO [train.py:927] (0/8) Epoch 9, batch 3200, giga_loss[loss=0.2033, simple_loss=0.2764, pruned_loss=0.06508, over 12325.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03186, over 51.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2941, pruned_loss=0.06478, over 2474604.65 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05596, over 17538.51 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06012, over 1980544.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.04988, over 6196.34 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2937, pruned_loss=0.06484, over 2475441.48 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05541, over 18399.24 utterances.], batch size: 51, lr: 4.05e-04
2022-08-25 08:27:40,875 INFO [train.py:927] (0/8) Epoch 9, batch 3250, giga_loss[loss=0.2091, simple_loss=0.291, pruned_loss=0.06359, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2927, pruned_loss=0.06418, over 2474835.31 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05454, over 17646.10 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06025, over 1992708.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.04875, over 6220.23 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2921, pruned_loss=0.06424, over 2475541.43 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05458, over 18580.09 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:29:21,649 INFO [train.py:927] (0/8) Epoch 9, batch 3300, giga_loss[loss=0.2642, simple_loss=0.3341, pruned_loss=0.09714, over 12354.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2897, pruned_loss=0.063, over 2475272.38 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05709, over 17839.35 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06042, over 2002308.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04785, over 6247.66 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06299, over 2475812.08 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05729, over 18751.35 utterances.], batch size: 362, lr: 4.05e-04
2022-08-25 08:31:03,331 INFO [train.py:927] (0/8) Epoch 9, batch 3350, giga_loss[loss=0.2147, simple_loss=0.2875, pruned_loss=0.07095, over 12216.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03185, over 39.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2888, pruned_loss=0.06239, over 2474862.50 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05741, over 17752.24 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06052, over 2013895.67 frames. utt_duration=1288 frames, utt_pad_proportion=0.04687, over 6262.26 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.288, pruned_loss=0.06236, over 2475402.18 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05793, over 18739.14 utterances.], batch size: 39, lr: 4.05e-04
2022-08-25 08:32:44,576 INFO [train.py:927] (0/8) Epoch 9, batch 3400, giga_loss[loss=0.2394, simple_loss=0.3242, pruned_loss=0.07733, over 12457.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2915, pruned_loss=0.06346, over 2474525.09 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05767, over 17868.92 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06054, over 2020588.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.04629, over 6269.24 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2908, pruned_loss=0.06347, over 2475140.00 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05827, over 18802.12 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:34:26,166 INFO [train.py:927] (0/8) Epoch 9, batch 3450, giga_loss[loss=0.2085, simple_loss=0.287, pruned_loss=0.06505, over 12427.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.02678, over 51.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2928, pruned_loss=0.06356, over 2474734.20 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05691, over 17378.62 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2956, pruned_loss=0.06038, over 2033808.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04612, over 6306.59 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2925, pruned_loss=0.06376, over 2475444.86 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05764, over 18407.88 utterances.], batch size: 51, lr: 4.05e-04
2022-08-25 08:36:12,560 INFO [train.py:927] (0/8) Epoch 9, batch 3500, giga_loss[loss=0.2185, simple_loss=0.3018, pruned_loss=0.06757, over 12423.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03213, over 75.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2965, pruned_loss=0.06649, over 2473861.80 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05905, over 17296.63 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2954, pruned_loss=0.06032, over 2052595.18 frames. utt_duration=1300 frames, utt_pad_proportion=0.04437, over 6322.29 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2963, pruned_loss=0.06685, over 2475010.15 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06021, over 18549.45 utterances.], batch size: 75, lr: 4.05e-04
2022-08-25 08:37:54,397 INFO [train.py:927] (0/8) Epoch 9, batch 3550, giga_loss[loss=0.2166, simple_loss=0.3002, pruned_loss=0.06652, over 12382.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3051, pruned_loss=0.0722, over 2474172.18 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05893, over 18356.10 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2956, pruned_loss=0.06044, over 2058658.42 frames. utt_duration=1304 frames, utt_pad_proportion=0.04381, over 6324.41 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3048, pruned_loss=0.07252, over 2475286.22 frames. utt_duration=509 frames, utt_pad_proportion=0.06004, over 19509.01 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:39:40,754 INFO [train.py:927] (0/8) Epoch 9, batch 3600, libri_loss[loss=0.2317, simple_loss=0.3198, pruned_loss=0.07175, over 12271.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007912, over 37.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3118, pruned_loss=0.07698, over 2474520.18 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05742, over 18685.49 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.296, pruned_loss=0.06084, over 2066817.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.04852, over 6421.03 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07719, over 2475495.62 frames. utt_duration=503.3 frames, utt_pad_proportion=0.05721, over 19732.03 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:41:25,449 INFO [train.py:927] (0/8) Epoch 9, batch 3650, giga_loss[loss=0.2617, simple_loss=0.3315, pruned_loss=0.09593, over 12411.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03262, over 80.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3175, pruned_loss=0.08076, over 2474652.93 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06377, over 18903.79 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06138, over 2084897.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.05213, over 6557.49 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3171, pruned_loss=0.08127, over 2475360.88 frames. utt_duration=493 frames, utt_pad_proportion=0.06258, over 20146.37 utterances.], batch size: 80, lr: 4.05e-04
2022-08-25 08:43:12,275 INFO [train.py:927] (0/8) Epoch 9, batch 3700, giga_loss[loss=0.3489, simple_loss=0.3881, pruned_loss=0.1549, over 12416.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07295, over 213.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3218, pruned_loss=0.08525, over 2475235.34 frames. utt_duration=492 frames, utt_pad_proportion=0.07129, over 20185.42 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06128, over 2098462.21 frames. utt_duration=1274 frames, utt_pad_proportion=0.05149, over 6594.06 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3224, pruned_loss=0.08638, over 2475709.61 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07034, over 21555.76 utterances.], batch size: 213, lr: 4.04e-04
2022-08-25 08:44:59,255 INFO [train.py:927] (0/8) Epoch 9, batch 3750, libri_loss[loss=0.2247, simple_loss=0.3134, pruned_loss=0.06798, over 12471.00 frames. utt_duration=769.1 frames, utt_pad_proportion=0.124, over 65.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.327, pruned_loss=0.08999, over 2475386.09 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07859, over 21311.24 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.06115, over 2111504.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05096, over 6645.91 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.09188, over 2475736.11 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0779, over 22832.03 utterances.], batch size: 65, lr: 4.04e-04
2022-08-25 08:46:48,318 INFO [train.py:927] (0/8) Epoch 9, batch 3800, giga_loss[loss=0.2217, simple_loss=0.2892, pruned_loss=0.07709, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3276, pruned_loss=0.09108, over 2475734.12 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07908, over 21370.95 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2972, pruned_loss=0.06113, over 2125745.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05005, over 6704.10 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.09365, over 2476093.86 frames. utt_duration=430.8 frames, utt_pad_proportion=0.0791, over 23068.91 utterances.], batch size: 45, lr: 4.04e-04
2022-08-25 08:48:34,156 INFO [train.py:927] (0/8) Epoch 9, batch 3850, giga_loss[loss=0.321, simple_loss=0.3686, pruned_loss=0.1367, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3305, pruned_loss=0.09435, over 2475254.69 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0851, over 22980.48 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2971, pruned_loss=0.06104, over 2127301.87 frames. utt_duration=1271 frames, utt_pad_proportion=0.04983, over 6703.58 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3324, pruned_loss=0.09659, over 2475722.56 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08489, over 24387.05 utterances.], batch size: 258, lr: 4.04e-04
2022-08-25 08:50:17,059 INFO [train.py:927] (0/8) Epoch 9, batch 3900, giga_loss[loss=0.2751, simple_loss=0.3551, pruned_loss=0.09753, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3311, pruned_loss=0.09356, over 2475307.14 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08111, over 22318.69 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2971, pruned_loss=0.06127, over 2137881.59 frames. utt_duration=1274 frames, utt_pad_proportion=0.04891, over 6720.17 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3334, pruned_loss=0.09608, over 2475435.08 frames. utt_duration=416.4 frames, utt_pad_proportion=0.0817, over 23860.59 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 08:52:04,910 INFO [train.py:927] (0/8) Epoch 9, batch 3950, giga_loss[loss=0.2454, simple_loss=0.3289, pruned_loss=0.08095, over 12462.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03372, over 98.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.0917, over 2474727.95 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08113, over 22190.73 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2971, pruned_loss=0.06125, over 2144289.41 frames. utt_duration=1273 frames, utt_pad_proportion=0.04916, over 6747.30 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3322, pruned_loss=0.0943, over 2475078.97 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08179, over 23681.13 utterances.], batch size: 98, lr: 4.04e-04
2022-08-25 08:53:53,395 INFO [train.py:927] (0/8) Epoch 9, batch 4000, giga_loss[loss=0.2184, simple_loss=0.3072, pruned_loss=0.06474, over 12409.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.252, simple_loss=0.327, pruned_loss=0.08847, over 2474290.77 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07859, over 21795.88 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.06115, over 2147509.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.04878, over 6745.81 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3294, pruned_loss=0.09083, over 2474629.30 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07942, over 23093.77 utterances.], batch size: 133, lr: 4.04e-04
2022-08-25 08:55:35,935 INFO [train.py:927] (0/8) Epoch 9, batch 4050, giga_loss[loss=0.2518, simple_loss=0.332, pruned_loss=0.08579, over 12372.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3233, pruned_loss=0.08567, over 2474380.96 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07784, over 21113.73 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06084, over 2161978.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.04701, over 6751.87 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3269, pruned_loss=0.08892, over 2474615.64 frames. utt_duration=436 frames, utt_pad_proportion=0.07947, over 22778.16 utterances.], batch size: 122, lr: 4.04e-04
2022-08-25 08:57:25,133 INFO [train.py:927] (0/8) Epoch 9, batch 4100, giga_loss[loss=0.2048, simple_loss=0.302, pruned_loss=0.05383, over 12394.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02659, over 70.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.08553, over 2474600.35 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07687, over 20864.07 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06093, over 2169753.61 frames. utt_duration=1284 frames, utt_pad_proportion=0.04602, over 6766.03 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.326, pruned_loss=0.0886, over 2474755.77 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07873, over 22496.80 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 08:59:17,390 INFO [train.py:927] (0/8) Epoch 9, batch 4150, giga_loss[loss=0.2106, simple_loss=0.3101, pruned_loss=0.05557, over 12366.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03149, over 51.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3214, pruned_loss=0.08344, over 2474425.38 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07191, over 20327.19 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2963, pruned_loss=0.06072, over 2177026.97 frames. utt_duration=1289 frames, utt_pad_proportion=0.04509, over 6765.85 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3247, pruned_loss=0.08655, over 2474778.05 frames. utt_duration=453 frames, utt_pad_proportion=0.0742, over 21920.58 utterances.], batch size: 51, lr: 4.04e-04
2022-08-25 09:01:02,925 INFO [train.py:927] (0/8) Epoch 9, batch 4200, giga_loss[loss=0.2233, simple_loss=0.3074, pruned_loss=0.06959, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02611, over 48.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3223, pruned_loss=0.08272, over 2474742.21 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07348, over 20210.77 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06063, over 2187187.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.05018, over 6883.15 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3256, pruned_loss=0.08597, over 2475102.19 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07411, over 21805.40 utterances.], batch size: 48, lr: 4.04e-04
2022-08-25 09:02:47,816 INFO [train.py:927] (0/8) Epoch 9, batch 4250, giga_loss[loss=0.2979, simple_loss=0.3573, pruned_loss=0.1193, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07387, over 212.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3215, pruned_loss=0.08235, over 2474421.62 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07147, over 20209.29 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2963, pruned_loss=0.06042, over 2196793.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.04913, over 6902.28 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.325, pruned_loss=0.0858, over 2474994.72 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07261, over 21883.52 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 09:04:34,565 INFO [train.py:927] (0/8) Epoch 9, batch 4300, giga_loss[loss=0.2187, simple_loss=0.3036, pruned_loss=0.06687, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03259, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.32, pruned_loss=0.08265, over 2473739.44 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06911, over 20178.04 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2962, pruned_loss=0.06061, over 2207365.66 frames. utt_duration=1282 frames, utt_pad_proportion=0.04756, over 6895.24 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3239, pruned_loss=0.08607, over 2474478.31 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07085, over 22008.24 utterances.], batch size: 62, lr: 4.04e-04
2022-08-25 09:06:23,643 INFO [train.py:927] (0/8) Epoch 9, batch 4350, giga_loss[loss=0.2601, simple_loss=0.3377, pruned_loss=0.09122, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3186, pruned_loss=0.082, over 2473919.99 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07145, over 20443.33 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2961, pruned_loss=0.06068, over 2214095.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04657, over 6892.95 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3223, pruned_loss=0.08517, over 2474388.28 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07314, over 22219.91 utterances.], batch size: 86, lr: 4.04e-04
2022-08-25 09:08:10,752 INFO [train.py:927] (0/8) Epoch 9, batch 4400, libri_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05879, over 12331.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005318, over 36.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3168, pruned_loss=0.08005, over 2474159.36 frames. utt_duration=495 frames, utt_pad_proportion=0.07296, over 20050.88 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2956, pruned_loss=0.06046, over 2217657.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.04604, over 6883.64 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3203, pruned_loss=0.08299, over 2474799.30 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07447, over 21637.56 utterances.], batch size: 36, lr: 4.04e-04
2022-08-25 09:09:59,836 INFO [train.py:927] (0/8) Epoch 9, batch 4450, giga_loss[loss=0.22, simple_loss=0.3036, pruned_loss=0.0682, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03478, over 123.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3157, pruned_loss=0.0798, over 2474285.70 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07523, over 20361.71 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2954, pruned_loss=0.06041, over 2225407.48 frames. utt_duration=1293 frames, utt_pad_proportion=0.04496, over 6891.97 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3193, pruned_loss=0.08272, over 2474664.13 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07683, over 21989.66 utterances.], batch size: 123, lr: 4.04e-04
2022-08-25 09:11:48,119 INFO [train.py:927] (0/8) Epoch 9, batch 4500, libri_loss[loss=0.218, simple_loss=0.3127, pruned_loss=0.06168, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005971, over 33.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.0802, over 2474509.53 frames. utt_duration=494.8 frames, utt_pad_proportion=0.0737, over 20064.61 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2958, pruned_loss=0.06069, over 2230146.77 frames. utt_duration=1278 frames, utt_pad_proportion=0.05065, over 6990.48 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3185, pruned_loss=0.08265, over 2475017.69 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07372, over 21514.25 utterances.], batch size: 33, lr: 4.04e-04
2022-08-25 09:13:33,338 INFO [train.py:927] (0/8) Epoch 9, batch 4550, giga_loss[loss=0.2007, simple_loss=0.2867, pruned_loss=0.05735, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03051, over 75.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3144, pruned_loss=0.07977, over 2474785.08 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06863, over 19913.57 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2963, pruned_loss=0.06078, over 2232458.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.05023, over 6989.59 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3164, pruned_loss=0.0818, over 2475303.69 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06912, over 21173.19 utterances.], batch size: 75, lr: 4.04e-04
2022-08-25 09:15:19,505 INFO [train.py:927] (0/8) Epoch 9, batch 4600, giga_loss[loss=0.2168, simple_loss=0.312, pruned_loss=0.06078, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07927, over 2474194.55 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07001, over 19986.63 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2959, pruned_loss=0.0606, over 2239160.09 frames. utt_duration=1283 frames, utt_pad_proportion=0.04932, over 6986.73 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.316, pruned_loss=0.08157, over 2475045.70 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07074, over 21361.36 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 09:17:06,845 INFO [train.py:927] (0/8) Epoch 9, batch 4650, giga_loss[loss=0.2373, simple_loss=0.3198, pruned_loss=0.07741, over 12336.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03152, over 85.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.07851, over 2474758.63 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07003, over 19899.20 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2957, pruned_loss=0.06051, over 2243419.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04854, over 6982.05 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3158, pruned_loss=0.08073, over 2475803.20 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07094, over 21223.45 utterances.], batch size: 85, lr: 4.04e-04
2022-08-25 09:18:54,774 INFO [train.py:927] (0/8) Epoch 9, batch 4700, giga_loss[loss=0.2573, simple_loss=0.3286, pruned_loss=0.09295, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06087, over 182.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.07988, over 2474614.30 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07355, over 20411.00 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2954, pruned_loss=0.0604, over 2246440.42 frames. utt_duration=1288 frames, utt_pad_proportion=0.04834, over 6987.30 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.317, pruned_loss=0.08194, over 2475801.49 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0742, over 21616.77 utterances.], batch size: 182, lr: 4.04e-04
2022-08-25 09:20:42,218 INFO [train.py:927] (0/8) Epoch 9, batch 4750, giga_loss[loss=0.257, simple_loss=0.3244, pruned_loss=0.09475, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03295, over 39.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3176, pruned_loss=0.08315, over 2474775.06 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07611, over 21141.22 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2953, pruned_loss=0.06032, over 2249635.88 frames. utt_duration=1291 frames, utt_pad_proportion=0.04778, over 6977.53 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3199, pruned_loss=0.08517, over 2475908.88 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07676, over 22302.58 utterances.], batch size: 39, lr: 4.03e-04
2022-08-25 09:22:26,443 INFO [train.py:927] (0/8) Epoch 9, batch 4800, giga_loss[loss=0.2465, simple_loss=0.3109, pruned_loss=0.09104, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0244, over 48.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08558, over 2474438.10 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07471, over 21530.34 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06039, over 2252907.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05245, over 7061.49 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3217, pruned_loss=0.08744, over 2475397.94 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07412, over 22571.19 utterances.], batch size: 48, lr: 4.03e-04
2022-08-25 09:24:10,643 INFO [train.py:927] (0/8) Epoch 9, batch 4850, giga_loss[loss=0.2726, simple_loss=0.3443, pruned_loss=0.1005, over 12415.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3179, pruned_loss=0.08433, over 2473940.23 frames. utt_duration=476 frames, utt_pad_proportion=0.0716, over 20855.29 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06061, over 2256022.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05783, over 7147.18 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3195, pruned_loss=0.08595, over 2474869.24 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06977, over 21789.47 utterances.], batch size: 161, lr: 4.03e-04
2022-08-25 09:25:57,678 INFO [train.py:927] (0/8) Epoch 9, batch 4900, giga_loss[loss=0.2254, simple_loss=0.3041, pruned_loss=0.0734, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02757, over 45.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08239, over 2473294.53 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07928, over 21371.80 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06058, over 2258101.36 frames. utt_duration=1266 frames, utt_pad_proportion=0.05737, over 7142.73 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3177, pruned_loss=0.0839, over 2474106.83 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07779, over 22241.51 utterances.], batch size: 45, lr: 4.03e-04
2022-08-25 09:27:47,807 INFO [train.py:927] (0/8) Epoch 9, batch 4950, giga_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06429, over 12375.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03081, over 51.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.315, pruned_loss=0.08212, over 2473777.50 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07808, over 21333.86 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2957, pruned_loss=0.06058, over 2261118.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05672, over 7130.60 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3165, pruned_loss=0.0836, over 2474600.12 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07718, over 22220.91 utterances.], batch size: 51, lr: 4.03e-04
2022-08-25 09:28:34,268 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-216000.pt
2022-08-25 09:29:40,164 INFO [train.py:927] (0/8) Epoch 9, batch 5000, giga_loss[loss=0.232, simple_loss=0.3212, pruned_loss=0.07138, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08282, over 2473868.87 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07833, over 21324.23 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.296, pruned_loss=0.06059, over 2268222.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05908, over 7202.51 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08466, over 2474766.66 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07722, over 22406.04 utterances.], batch size: 113, lr: 4.03e-04
2022-08-25 09:31:28,457 INFO [train.py:927] (0/8) Epoch 9, batch 5050, libri_loss[loss=0.19, simple_loss=0.2762, pruned_loss=0.05194, over 12451.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006876, over 32.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3196, pruned_loss=0.08239, over 2474440.78 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0774, over 21149.85 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06059, over 2272531.97 frames. utt_duration=1265 frames, utt_pad_proportion=0.05821, over 7193.52 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3215, pruned_loss=0.08426, over 2474953.11 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07692, over 22273.15 utterances.], batch size: 32, lr: 4.03e-04
2022-08-25 09:33:12,480 INFO [train.py:927] (0/8) Epoch 9, batch 5100, giga_loss[loss=0.2219, simple_loss=0.3123, pruned_loss=0.06574, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3202, pruned_loss=0.0828, over 2474357.83 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07234, over 20495.25 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06055, over 2279896.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05666, over 7172.88 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3228, pruned_loss=0.08514, over 2475271.85 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07286, over 21909.43 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:34:59,248 INFO [train.py:927] (0/8) Epoch 9, batch 5150, giga_loss[loss=0.1902, simple_loss=0.2753, pruned_loss=0.05254, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04388, over 34.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3225, pruned_loss=0.08507, over 2474170.77 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07663, over 21089.71 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2962, pruned_loss=0.0607, over 2283801.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.06044, over 7243.10 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3245, pruned_loss=0.08725, over 2474849.00 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07583, over 22406.93 utterances.], batch size: 34, lr: 4.03e-04
2022-08-25 09:36:44,959 INFO [train.py:927] (0/8) Epoch 9, batch 5200, giga_loss[loss=0.1881, simple_loss=0.2778, pruned_loss=0.04917, over 12390.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03587, over 75.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08325, over 2474655.17 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08171, over 21131.84 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06057, over 2289535.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.06406, over 7301.91 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3214, pruned_loss=0.08575, over 2475111.20 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08, over 22498.44 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:38:32,314 INFO [train.py:927] (0/8) Epoch 9, batch 5250, giga_loss[loss=0.227, simple_loss=0.3059, pruned_loss=0.07405, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03963, over 37.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3173, pruned_loss=0.08278, over 2474965.63 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07943, over 20761.52 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06044, over 2295950.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.06233, over 7270.87 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08561, over 2475281.08 frames. utt_duration=445 frames, utt_pad_proportion=0.07883, over 22322.82 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:40:19,554 INFO [train.py:927] (0/8) Epoch 9, batch 5300, giga_loss[loss=0.2511, simple_loss=0.3266, pruned_loss=0.0878, over 12388.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03199, over 122.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3164, pruned_loss=0.08294, over 2475024.16 frames. utt_duration=465.9 frames, utt_pad_proportion=0.08167, over 21316.61 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06033, over 2301359.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.06089, over 7274.78 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08587, over 2475202.54 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0816, over 22913.22 utterances.], batch size: 122, lr: 4.03e-04
2022-08-25 09:42:04,542 INFO [train.py:927] (0/8) Epoch 9, batch 5350, giga_loss[loss=0.2711, simple_loss=0.3408, pruned_loss=0.1007, over 12377.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06465, over 183.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3172, pruned_loss=0.08337, over 2475102.28 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07573, over 21393.41 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.295, pruned_loss=0.06025, over 2304848.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.06089, over 7293.89 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.08614, over 2475217.07 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07617, over 22881.14 utterances.], batch size: 183, lr: 4.03e-04
2022-08-25 09:43:50,501 INFO [train.py:927] (0/8) Epoch 9, batch 5400, libri_loss[loss=0.2188, simple_loss=0.3108, pruned_loss=0.06337, over 12393.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02438, over 43.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3194, pruned_loss=0.08434, over 2475194.13 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07559, over 21561.01 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.06008, over 2307916.86 frames. utt_duration=1269 frames, utt_pad_proportion=0.06008, over 7285.19 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3223, pruned_loss=0.08714, over 2475578.55 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07629, over 23026.81 utterances.], batch size: 43, lr: 4.03e-04
2022-08-25 09:45:38,299 INFO [train.py:927] (0/8) Epoch 9, batch 5450, giga_loss[loss=0.2786, simple_loss=0.342, pruned_loss=0.1076, over 12377.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07103, over 212.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3202, pruned_loss=0.08429, over 2475035.84 frames. utt_duration=455 frames, utt_pad_proportion=0.07484, over 21828.11 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2948, pruned_loss=0.05989, over 2310226.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05941, over 7269.00 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3229, pruned_loss=0.087, over 2475500.03 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07569, over 23195.27 utterances.], batch size: 212, lr: 4.03e-04
2022-08-25 09:47:23,292 INFO [train.py:927] (0/8) Epoch 9, batch 5500, giga_loss[loss=0.2415, simple_loss=0.3223, pruned_loss=0.08035, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03974, over 37.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3222, pruned_loss=0.08407, over 2475158.76 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07521, over 21618.43 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2943, pruned_loss=0.0598, over 2313573.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05853, over 7256.67 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3253, pruned_loss=0.08673, over 2475461.33 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07621, over 22975.65 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:49:06,852 INFO [train.py:927] (0/8) Epoch 9, batch 5550, libri_loss[loss=0.1783, simple_loss=0.2669, pruned_loss=0.0449, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006654, over 30.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3236, pruned_loss=0.08501, over 2474548.76 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0693, over 20280.74 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2939, pruned_loss=0.05962, over 2318115.93 frames. utt_duration=1282 frames, utt_pad_proportion=0.05716, over 7241.14 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3272, pruned_loss=0.08799, over 2475019.16 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07102, over 21759.04 utterances.], batch size: 30, lr: 4.03e-04
2022-08-25 09:50:52,382 INFO [train.py:927] (0/8) Epoch 9, batch 5600, giga_loss[loss=0.1971, simple_loss=0.2961, pruned_loss=0.04907, over 12444.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03736, over 105.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3249, pruned_loss=0.08631, over 2474282.22 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06966, over 20304.98 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05963, over 2320986.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.06055, over 7322.08 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3282, pruned_loss=0.08912, over 2474887.56 frames. utt_duration=459 frames, utt_pad_proportion=0.07019, over 21638.21 utterances.], batch size: 105, lr: 4.03e-04
2022-08-25 09:52:36,702 INFO [train.py:927] (0/8) Epoch 9, batch 5650, giga_loss[loss=0.2244, simple_loss=0.3218, pruned_loss=0.06355, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3235, pruned_loss=0.08385, over 2474266.96 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06777, over 20062.01 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2941, pruned_loss=0.05975, over 2326143.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.06364, over 7373.77 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3271, pruned_loss=0.08683, over 2474863.35 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06759, over 21506.59 utterances.], batch size: 48, lr: 4.03e-04
2022-08-25 09:54:23,001 INFO [train.py:927] (0/8) Epoch 9, batch 5700, giga_loss[loss=0.2408, simple_loss=0.3267, pruned_loss=0.07747, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3244, pruned_loss=0.08382, over 2473597.09 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07075, over 20064.74 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05988, over 2330522.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.06246, over 7370.59 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3279, pruned_loss=0.08673, over 2474056.51 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07089, over 21567.84 utterances.], batch size: 58, lr: 4.03e-04
2022-08-25 09:56:05,425 INFO [train.py:927] (0/8) Epoch 9, batch 5750, giga_loss[loss=0.2157, simple_loss=0.3, pruned_loss=0.06568, over 12383.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3228, pruned_loss=0.08326, over 2474146.89 frames. utt_duration=492 frames, utt_pad_proportion=0.07158, over 20177.47 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2938, pruned_loss=0.05978, over 2334066.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.0614, over 7346.50 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3267, pruned_loss=0.08617, over 2474510.76 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07199, over 21661.05 utterances.], batch size: 70, lr: 4.03e-04
2022-08-25 09:57:51,031 INFO [train.py:927] (0/8) Epoch 9, batch 5800, giga_loss[loss=0.2031, simple_loss=0.2822, pruned_loss=0.06198, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03504, over 43.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.32, pruned_loss=0.08215, over 2473721.66 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06946, over 19539.46 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2936, pruned_loss=0.05977, over 2339904.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.05929, over 7324.57 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3244, pruned_loss=0.08546, over 2474309.12 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07071, over 21274.50 utterances.], batch size: 43, lr: 4.03e-04
2022-08-25 09:59:38,636 INFO [train.py:927] (0/8) Epoch 9, batch 5850, giga_loss[loss=0.2469, simple_loss=0.3239, pruned_loss=0.08498, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.0822, over 2473581.89 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06725, over 19655.61 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.05988, over 2342796.72 frames. utt_duration=1283 frames, utt_pad_proportion=0.0581, over 7310.61 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3226, pruned_loss=0.08523, over 2474432.49 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06882, over 21321.41 utterances.], batch size: 97, lr: 4.02e-04
2022-08-25 10:01:20,818 INFO [train.py:927] (0/8) Epoch 9, batch 5900, libri_loss[loss=0.1716, simple_loss=0.2556, pruned_loss=0.04382, over 12229.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008666, over 29.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3172, pruned_loss=0.08143, over 2473985.82 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06601, over 19865.93 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2934, pruned_loss=0.05977, over 2345893.31 frames. utt_duration=1286 frames, utt_pad_proportion=0.05694, over 7303.88 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3211, pruned_loss=0.08445, over 2474804.26 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06776, over 21490.94 utterances.], batch size: 29, lr: 4.02e-04
2022-08-25 10:03:03,975 INFO [train.py:927] (0/8) Epoch 9, batch 5950, giga_loss[loss=0.244, simple_loss=0.2956, pruned_loss=0.09624, over 12364.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3143, pruned_loss=0.07873, over 2474397.52 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06787, over 19536.99 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.294, pruned_loss=0.06011, over 2349827.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.06004, over 7399.58 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3176, pruned_loss=0.0814, over 2474928.37 frames. utt_duration=471 frames, utt_pad_proportion=0.06821, over 21084.81 utterances.], batch size: 365, lr: 4.02e-04
2022-08-25 10:04:54,462 INFO [train.py:927] (0/8) Epoch 9, batch 6000, giga_loss[loss=0.1968, simple_loss=0.2815, pruned_loss=0.056, over 12359.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03218, over 51.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3124, pruned_loss=0.07854, over 2474561.27 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0711, over 20210.69 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2937, pruned_loss=0.05992, over 2351505.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.0595, over 7383.72 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08103, over 2475130.14 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07137, over 21609.38 utterances.], batch size: 51, lr: 4.02e-04
2022-08-25 10:04:54,486 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (0/8) 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 10:06:53,248 INFO [train.py:927] (0/8) Epoch 9, batch 6050, giga_loss[loss=0.2262, simple_loss=0.311, pruned_loss=0.07068, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.312, pruned_loss=0.07767, over 2475222.39 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07208, over 19669.01 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2943, pruned_loss=0.06005, over 2354713.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.06367, over 7454.97 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3143, pruned_loss=0.07996, over 2475533.43 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07116, over 21001.88 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:08:35,840 INFO [train.py:927] (0/8) Epoch 9, batch 6100, libri_loss[loss=0.1942, simple_loss=0.2818, pruned_loss=0.05329, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3129, pruned_loss=0.07719, over 2475650.41 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07393, over 19504.57 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06037, over 2358680.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.07033, over 7594.04 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07933, over 2476105.88 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07091, over 20849.71 utterances.], batch size: 33, lr: 4.02e-04
2022-08-25 10:10:23,197 INFO [train.py:927] (0/8) Epoch 9, batch 6150, giga_loss[loss=0.225, simple_loss=0.3013, pruned_loss=0.07435, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03304, over 42.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3139, pruned_loss=0.07901, over 2475150.89 frames. utt_duration=485.6 frames, utt_pad_proportion=0.081, over 20449.37 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06043, over 2360403.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.07048, over 7614.16 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3155, pruned_loss=0.08087, over 2475530.44 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07834, over 21656.67 utterances.], batch size: 42, lr: 4.02e-04
2022-08-25 10:12:10,288 INFO [train.py:927] (0/8) Epoch 9, batch 6200, giga_loss[loss=0.2293, simple_loss=0.3078, pruned_loss=0.0754, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07886, over 2474055.14 frames. utt_duration=494.3 frames, utt_pad_proportion=0.08061, over 20078.86 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2944, pruned_loss=0.06014, over 2366399.33 frames. utt_duration=1242 frames, utt_pad_proportion=0.07106, over 7632.18 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08176, over 2475563.84 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07839, over 21816.61 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:13:59,396 INFO [train.py:927] (0/8) Epoch 9, batch 6250, giga_loss[loss=0.2393, simple_loss=0.3159, pruned_loss=0.08131, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03846, over 133.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.0793, over 2473969.83 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07346, over 19393.06 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2943, pruned_loss=0.05994, over 2368079.86 frames. utt_duration=1246 frames, utt_pad_proportion=0.07035, over 7610.80 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3172, pruned_loss=0.08207, over 2475091.46 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07237, over 20958.55 utterances.], batch size: 133, lr: 4.02e-04
2022-08-25 10:15:48,273 INFO [train.py:927] (0/8) Epoch 9, batch 6300, giga_loss[loss=0.2383, simple_loss=0.3223, pruned_loss=0.07711, over 12410.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03639, over 105.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07954, over 2473902.82 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07306, over 19685.22 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.05975, over 2370801.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.06914, over 7609.46 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3186, pruned_loss=0.0824, over 2475155.80 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07264, over 21240.16 utterances.], batch size: 105, lr: 4.02e-04
2022-08-25 10:17:36,285 INFO [train.py:927] (0/8) Epoch 9, batch 6350, giga_loss[loss=0.1927, simple_loss=0.2764, pruned_loss=0.05448, over 12369.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.0313, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3162, pruned_loss=0.07995, over 2473647.15 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07433, over 20474.41 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05975, over 2372767.69 frames. utt_duration=1252 frames, utt_pad_proportion=0.06785, over 7588.47 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3192, pruned_loss=0.08269, over 2475183.76 frames. utt_duration=451 frames, utt_pad_proportion=0.07438, over 22024.02 utterances.], batch size: 51, lr: 4.02e-04
2022-08-25 10:19:23,291 INFO [train.py:927] (0/8) Epoch 9, batch 6400, giga_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07226, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07982, over 2474184.13 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07205, over 20367.43 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2939, pruned_loss=0.05973, over 2375348.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.06689, over 7588.66 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08248, over 2475335.77 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0726, over 21898.23 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:21:11,776 INFO [train.py:927] (0/8) Epoch 9, batch 6450, giga_loss[loss=0.2778, simple_loss=0.3433, pruned_loss=0.1061, over 12369.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03522, over 132.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3161, pruned_loss=0.08097, over 2474576.84 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07154, over 21046.65 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2943, pruned_loss=0.05973, over 2377223.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.06577, over 7579.93 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3185, pruned_loss=0.08347, over 2475587.13 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07239, over 22511.65 utterances.], batch size: 132, lr: 4.02e-04
2022-08-25 10:22:57,655 INFO [train.py:927] (0/8) Epoch 9, batch 6500, libri_loss[loss=0.1846, simple_loss=0.2638, pruned_loss=0.05269, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006232, over 31.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08112, over 2473910.97 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07101, over 20221.08 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.05972, over 2378962.62 frames. utt_duration=1258 frames, utt_pad_proportion=0.06509, over 7576.28 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08351, over 2474904.92 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07203, over 21630.74 utterances.], batch size: 31, lr: 4.02e-04
2022-08-25 10:24:40,424 INFO [train.py:927] (0/8) Epoch 9, batch 6550, giga_loss[loss=0.2739, simple_loss=0.346, pruned_loss=0.1009, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04188, over 146.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08273, over 2474675.24 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06524, over 20309.35 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05974, over 2380346.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.06431, over 7562.70 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3203, pruned_loss=0.08489, over 2475506.58 frames. utt_duration=459.9 frames, utt_pad_proportion=0.06662, over 21597.13 utterances.], batch size: 146, lr: 4.02e-04
2022-08-25 10:26:24,116 INFO [train.py:927] (0/8) Epoch 9, batch 6600, giga_loss[loss=0.2285, simple_loss=0.3033, pruned_loss=0.07685, over 12362.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03644, over 122.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3177, pruned_loss=0.08326, over 2475012.74 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06182, over 19802.52 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05965, over 2383817.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.06277, over 7542.64 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3206, pruned_loss=0.08582, over 2475492.43 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06365, over 21255.39 utterances.], batch size: 122, lr: 4.02e-04
2022-08-25 10:28:10,404 INFO [train.py:927] (0/8) Epoch 9, batch 6650, giga_loss[loss=0.2209, simple_loss=0.3128, pruned_loss=0.06455, over 12364.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03126, over 62.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3175, pruned_loss=0.08273, over 2474440.70 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06129, over 19217.34 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2941, pruned_loss=0.05964, over 2385971.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.06259, over 7557.70 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.32, pruned_loss=0.08532, over 2474894.97 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06291, over 20636.24 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:29:56,195 INFO [train.py:927] (0/8) Epoch 9, batch 6700, giga_loss[loss=0.2401, simple_loss=0.3172, pruned_loss=0.08148, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3187, pruned_loss=0.0832, over 2474064.02 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06453, over 19502.04 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2945, pruned_loss=0.05981, over 2387837.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06508, over 7618.21 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3209, pruned_loss=0.08564, over 2474691.84 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06483, over 20843.73 utterances.], batch size: 58, lr: 4.02e-04
2022-08-25 10:31:38,542 INFO [train.py:927] (0/8) Epoch 9, batch 6750, libri_loss[loss=0.1674, simple_loss=0.2541, pruned_loss=0.04036, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01258, over 28.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08398, over 2474704.74 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06398, over 19027.85 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05989, over 2390663.08 frames. utt_duration=1248 frames, utt_pad_proportion=0.06822, over 7669.56 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.0865, over 2474988.27 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06308, over 20367.88 utterances.], batch size: 28, lr: 4.02e-04
2022-08-25 10:33:23,484 INFO [train.py:927] (0/8) Epoch 9, batch 6800, giga_loss[loss=0.2533, simple_loss=0.3324, pruned_loss=0.08712, over 12373.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05304, over 161.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3203, pruned_loss=0.08467, over 2474094.77 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06615, over 19526.27 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05963, over 2391712.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.06724, over 7641.38 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.0873, over 2474837.61 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06563, over 20808.96 utterances.], batch size: 161, lr: 4.02e-04
2022-08-25 10:35:05,826 INFO [train.py:927] (0/8) Epoch 9, batch 6850, giga_loss[loss=0.2461, simple_loss=0.3074, pruned_loss=0.09245, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02817, over 42.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3203, pruned_loss=0.08419, over 2473353.27 frames. utt_duration=500 frames, utt_pad_proportion=0.06596, over 19844.78 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05957, over 2392878.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.06626, over 7626.65 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08678, over 2474379.59 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06589, over 21106.69 utterances.], batch size: 42, lr: 4.02e-04
2022-08-25 10:36:47,801 INFO [train.py:927] (0/8) Epoch 9, batch 6900, giga_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07511, over 12393.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02615, over 91.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08425, over 2473129.94 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06754, over 20286.04 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05943, over 2394421.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.06592, over 7627.29 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.08697, over 2474349.83 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06746, over 21561.62 utterances.], batch size: 91, lr: 4.01e-04
2022-08-25 10:38:33,518 INFO [train.py:927] (0/8) Epoch 9, batch 6950, giga_loss[loss=0.2483, simple_loss=0.3163, pruned_loss=0.09019, over 12371.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03073, over 51.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3224, pruned_loss=0.08611, over 2473679.94 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06891, over 20306.80 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.0596, over 2396552.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.06846, over 7698.23 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08875, over 2474483.46 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06807, over 21556.49 utterances.], batch size: 51, lr: 4.01e-04
2022-08-25 10:39:23,104 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-218000.pt
2022-08-25 10:40:25,110 INFO [train.py:927] (0/8) Epoch 9, batch 7000, giga_loss[loss=0.2677, simple_loss=0.3388, pruned_loss=0.09836, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0645, over 183.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3236, pruned_loss=0.08758, over 2474260.33 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07538, over 21235.17 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2942, pruned_loss=0.05961, over 2397590.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06773, over 7689.84 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3259, pruned_loss=0.09, over 2474997.25 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07469, over 22401.25 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 10:42:09,398 INFO [train.py:927] (0/8) Epoch 9, batch 7050, giga_loss[loss=0.2799, simple_loss=0.3436, pruned_loss=0.1081, over 12389.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06426, over 183.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3234, pruned_loss=0.08699, over 2474092.16 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06915, over 20481.21 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2943, pruned_loss=0.05967, over 2399591.43 frames. utt_duration=1256 frames, utt_pad_proportion=0.06593, over 7652.15 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3261, pruned_loss=0.08978, over 2475292.73 frames. utt_duration=454.1 frames, utt_pad_proportion=0.06953, over 21872.92 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 10:43:53,143 INFO [train.py:927] (0/8) Epoch 9, batch 7100, giga_loss[loss=0.2326, simple_loss=0.3134, pruned_loss=0.07587, over 12357.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3217, pruned_loss=0.0856, over 2474142.80 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07154, over 20187.90 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.0594, over 2401198.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.0647, over 7627.14 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3249, pruned_loss=0.08867, over 2475307.83 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07216, over 21606.35 utterances.], batch size: 97, lr: 4.01e-04
2022-08-25 10:45:35,869 INFO [train.py:927] (0/8) Epoch 9, batch 7150, giga_loss[loss=0.2784, simple_loss=0.344, pruned_loss=0.1064, over 12430.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03581, over 86.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3204, pruned_loss=0.08428, over 2474174.26 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07053, over 20165.17 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.293, pruned_loss=0.05897, over 2403637.11 frames. utt_duration=1267 frames, utt_pad_proportion=0.06321, over 7599.63 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3245, pruned_loss=0.08795, over 2475182.47 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07166, over 21740.17 utterances.], batch size: 86, lr: 4.01e-04
2022-08-25 10:47:20,687 INFO [train.py:927] (0/8) Epoch 9, batch 7200, giga_loss[loss=0.2349, simple_loss=0.3178, pruned_loss=0.07599, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03341, over 105.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08416, over 2473876.09 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07295, over 20245.68 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2934, pruned_loss=0.05911, over 2405149.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.0621, over 7602.55 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08751, over 2474889.83 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07409, over 21773.44 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 10:49:05,828 INFO [train.py:927] (0/8) Epoch 9, batch 7250, giga_loss[loss=0.2223, simple_loss=0.2939, pruned_loss=0.07534, over 12360.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02835, over 85.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3161, pruned_loss=0.08265, over 2474325.74 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07244, over 20225.70 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05898, over 2406524.55 frames. utt_duration=1272 frames, utt_pad_proportion=0.06099, over 7575.68 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3196, pruned_loss=0.08599, over 2475420.95 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07382, over 21746.98 utterances.], batch size: 85, lr: 4.01e-04
2022-08-25 10:50:51,306 INFO [train.py:927] (0/8) Epoch 9, batch 7300, giga_loss[loss=0.1906, simple_loss=0.2701, pruned_loss=0.0555, over 12172.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04444, over 28.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3139, pruned_loss=0.08205, over 2474572.01 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07254, over 20269.45 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2929, pruned_loss=0.05883, over 2407780.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.0601, over 7550.41 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3175, pruned_loss=0.08525, over 2475516.11 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07396, over 21727.92 utterances.], batch size: 28, lr: 4.01e-04
2022-08-25 10:52:35,889 INFO [train.py:927] (0/8) Epoch 9, batch 7350, giga_loss[loss=0.2422, simple_loss=0.3084, pruned_loss=0.08805, over 12348.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.08064, over 2474885.26 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06834, over 20781.71 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05883, over 2408501.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.05942, over 7547.22 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3173, pruned_loss=0.08347, over 2475877.87 frames. utt_duration=449.4 frames, utt_pad_proportion=0.06991, over 22108.35 utterances.], batch size: 357, lr: 4.01e-04
2022-08-25 10:54:18,874 INFO [train.py:927] (0/8) Epoch 9, batch 7400, giga_loss[loss=0.2169, simple_loss=0.3055, pruned_loss=0.06412, over 12381.00 frames. utt_duration=310.7 frames, utt_pad_proportion=0.04688, over 160.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3126, pruned_loss=0.07806, over 2475836.97 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0728, over 22499.64 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05882, over 2409688.32 frames. utt_duration=1282 frames, utt_pad_proportion=0.05878, over 7530.05 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08059, over 2476441.60 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07398, over 23768.78 utterances.], batch size: 160, lr: 4.01e-04
2022-08-25 10:56:04,127 INFO [train.py:927] (0/8) Epoch 9, batch 7450, giga_loss[loss=0.2061, simple_loss=0.2987, pruned_loss=0.05675, over 12408.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3113, pruned_loss=0.07531, over 2476631.80 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07174, over 22926.46 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.05873, over 2411844.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.05764, over 7527.96 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3142, pruned_loss=0.0779, over 2476948.02 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07317, over 24366.78 utterances.], batch size: 162, lr: 4.01e-04
2022-08-25 10:57:47,161 INFO [train.py:927] (0/8) Epoch 9, batch 7500, giga_loss[loss=0.2349, simple_loss=0.3266, pruned_loss=0.07159, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0277, over 48.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3104, pruned_loss=0.07282, over 2475757.40 frames. utt_duration=439 frames, utt_pad_proportion=0.07018, over 22633.64 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.05881, over 2413792.45 frames. utt_duration=1287 frames, utt_pad_proportion=0.056, over 7509.47 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3134, pruned_loss=0.07537, over 2476534.15 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07202, over 24357.83 utterances.], batch size: 48, lr: 4.01e-04
2022-08-25 10:59:33,180 INFO [train.py:927] (0/8) Epoch 9, batch 7550, giga_loss[loss=0.2005, simple_loss=0.296, pruned_loss=0.05254, over 12286.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02612, over 54.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.309, pruned_loss=0.07119, over 2475592.99 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07083, over 23100.68 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05882, over 2414046.24 frames. utt_duration=1290 frames, utt_pad_proportion=0.05562, over 7494.40 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3115, pruned_loss=0.0733, over 2476529.74 frames. utt_duration=404 frames, utt_pad_proportion=0.07236, over 24606.61 utterances.], batch size: 54, lr: 4.01e-04
2022-08-25 11:01:16,864 INFO [train.py:927] (0/8) Epoch 9, batch 7600, giga_loss[loss=0.1699, simple_loss=0.2628, pruned_loss=0.03849, over 12340.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05075, over 34.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06956, over 2475508.70 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07013, over 23763.91 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2931, pruned_loss=0.05883, over 2414707.01 frames. utt_duration=1292 frames, utt_pad_proportion=0.05472, over 7481.65 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3086, pruned_loss=0.07143, over 2476751.12 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07167, over 25263.65 utterances.], batch size: 34, lr: 4.01e-04
2022-08-25 11:03:02,856 INFO [train.py:927] (0/8) Epoch 9, batch 7650, giga_loss[loss=0.2061, simple_loss=0.2998, pruned_loss=0.05622, over 12433.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06626, over 184.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3048, pruned_loss=0.06737, over 2475951.65 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06999, over 23680.26 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2933, pruned_loss=0.05877, over 2415440.21 frames. utt_duration=1292 frames, utt_pad_proportion=0.05455, over 7486.77 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3062, pruned_loss=0.06898, over 2476808.42 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07132, over 25008.58 utterances.], batch size: 184, lr: 4.01e-04
2022-08-25 11:04:46,137 INFO [train.py:927] (0/8) Epoch 9, batch 7700, giga_loss[loss=0.2029, simple_loss=0.2838, pruned_loss=0.06103, over 12370.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07493, over 212.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3017, pruned_loss=0.06534, over 2476106.96 frames. utt_duration=419 frames, utt_pad_proportion=0.07042, over 23722.45 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05876, over 2416250.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.05391, over 7482.54 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3028, pruned_loss=0.06671, over 2476843.40 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07168, over 24994.06 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 11:06:31,104 INFO [train.py:927] (0/8) Epoch 9, batch 7750, giga_loss[loss=0.2328, simple_loss=0.3191, pruned_loss=0.07321, over 12406.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06417, over 2475753.43 frames. utt_duration=410 frames, utt_pad_proportion=0.07316, over 24242.27 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05869, over 2417600.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.05356, over 7489.00 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3, pruned_loss=0.0655, over 2476727.47 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07427, over 25708.78 utterances.], batch size: 133, lr: 4.01e-04
2022-08-25 11:08:20,982 INFO [train.py:927] (0/8) Epoch 9, batch 7800, giga_loss[loss=0.2378, simple_loss=0.3345, pruned_loss=0.07055, over 12398.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06406, over 2475322.80 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07329, over 24311.28 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05866, over 2418472.20 frames. utt_duration=1295 frames, utt_pad_proportion=0.05271, over 7478.26 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3003, pruned_loss=0.06524, over 2476369.93 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07452, over 25807.69 utterances.], batch size: 122, lr: 4.01e-04
2022-08-25 11:10:23,129 INFO [train.py:927] (0/8) Epoch 9, batch 7850, giga_loss[loss=0.1844, simple_loss=0.2613, pruned_loss=0.05379, over 12383.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1769, over 357.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2991, pruned_loss=0.06336, over 2475861.84 frames. utt_duration=404 frames, utt_pad_proportion=0.07425, over 24600.17 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05875, over 2419630.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.05184, over 7472.75 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2998, pruned_loss=0.06429, over 2476666.23 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07547, over 26086.34 utterances.], batch size: 357, lr: 4.01e-04
2022-08-25 11:12:23,046 INFO [train.py:927] (0/8) Epoch 9, batch 7900, giga_loss[loss=0.2078, simple_loss=0.2918, pruned_loss=0.06191, over 12250.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02862, over 45.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2975, pruned_loss=0.06173, over 2476548.19 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07073, over 23894.24 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.05886, over 2420203.18 frames. utt_duration=1297 frames, utt_pad_proportion=0.0514, over 7473.01 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.298, pruned_loss=0.06241, over 2477177.23 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07207, over 25206.37 utterances.], batch size: 45, lr: 4.01e-04
2022-08-25 11:14:33,845 INFO [train.py:927] (0/8) Epoch 9, batch 7950, giga_loss[loss=0.2027, simple_loss=0.2835, pruned_loss=0.0609, over 12340.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03112, over 70.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06054, over 2476145.72 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06916, over 23938.43 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.05875, over 2421260.38 frames. utt_duration=1302 frames, utt_pad_proportion=0.05025, over 7446.20 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.296, pruned_loss=0.06125, over 2477248.00 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07073, over 25484.78 utterances.], batch size: 70, lr: 4.01e-04
2022-08-25 11:16:30,935 INFO [train.py:927] (0/8) Epoch 9, batch 8000, giga_loss[loss=0.1914, simple_loss=0.2647, pruned_loss=0.05906, over 12386.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.1785, over 358.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2945, pruned_loss=0.06056, over 2477282.12 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06636, over 24223.28 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05876, over 2422716.16 frames. utt_duration=1304 frames, utt_pad_proportion=0.04933, over 7439.02 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2948, pruned_loss=0.06114, over 2478087.91 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06807, over 25818.99 utterances.], batch size: 358, lr: 4.00e-04
2022-08-25 11:18:33,863 INFO [train.py:927] (0/8) Epoch 9, batch 8050, giga_loss[loss=0.2042, simple_loss=0.2974, pruned_loss=0.05551, over 12200.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02908, over 39.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2958, pruned_loss=0.06049, over 2477232.05 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06747, over 24133.10 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05875, over 2422822.70 frames. utt_duration=1305 frames, utt_pad_proportion=0.04893, over 7432.65 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.296, pruned_loss=0.06097, over 2478254.90 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06892, over 25541.23 utterances.], batch size: 39, lr: 4.00e-04
2022-08-25 11:20:47,512 INFO [train.py:927] (0/8) Epoch 9, batch 8100, giga_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06244, over 12342.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03062, over 91.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.06016, over 2477660.16 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06521, over 24100.01 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05896, over 2423551.55 frames. utt_duration=1306 frames, utt_pad_proportion=0.04834, over 7432.19 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2949, pruned_loss=0.06039, over 2478535.39 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06669, over 25433.84 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:22:46,094 INFO [train.py:927] (0/8) Epoch 9, batch 8150, giga_loss[loss=0.2134, simple_loss=0.3206, pruned_loss=0.05305, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04468, over 146.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2978, pruned_loss=0.06089, over 2477150.39 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06643, over 24385.79 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05925, over 2425332.12 frames. utt_duration=1285 frames, utt_pad_proportion=0.05509, over 7559.09 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2974, pruned_loss=0.06089, over 2478420.24 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06617, over 26051.66 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:24:49,036 INFO [train.py:927] (0/8) Epoch 9, batch 8200, libri_loss[loss=0.2356, simple_loss=0.328, pruned_loss=0.0716, over 12437.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0208, over 43.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2992, pruned_loss=0.06028, over 2477765.88 frames. utt_duration=391.7 frames, utt_pad_proportion=0.0685, over 25381.94 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2949, pruned_loss=0.05929, over 2426961.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.05403, over 7565.45 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2986, pruned_loss=0.06026, over 2478695.97 frames. utt_duration=365.9 frames, utt_pad_proportion=0.06857, over 27188.08 utterances.], batch size: 43, lr: 4.00e-04
2022-08-25 11:26:54,327 INFO [train.py:927] (0/8) Epoch 9, batch 8250, libri_loss[loss=0.172, simple_loss=0.2509, pruned_loss=0.04659, over 12423.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007146, over 30.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2988, pruned_loss=0.05957, over 2477448.87 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06587, over 24397.11 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05921, over 2428734.04 frames. utt_duration=1285 frames, utt_pad_proportion=0.05328, over 7567.16 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2989, pruned_loss=0.05965, over 2478410.99 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06644, over 26506.67 utterances.], batch size: 30, lr: 4.00e-04
2022-08-25 11:29:17,694 INFO [train.py:927] (0/8) Epoch 9, batch 8300, giga_loss[loss=0.1913, simple_loss=0.2884, pruned_loss=0.04709, over 12415.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03437, over 75.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2976, pruned_loss=0.05916, over 2477133.46 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06344, over 23635.77 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05918, over 2429129.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.05266, over 7562.71 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2977, pruned_loss=0.05925, over 2478174.74 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06429, over 25532.07 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:31:29,893 INFO [train.py:927] (0/8) Epoch 9, batch 8350, giga_loss[loss=0.1991, simple_loss=0.2815, pruned_loss=0.05837, over 12445.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04872, over 162.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2953, pruned_loss=0.05866, over 2477690.98 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06405, over 23702.06 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05923, over 2430563.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.05151, over 7535.45 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2956, pruned_loss=0.05868, over 2478738.44 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06506, over 25744.52 utterances.], batch size: 162, lr: 4.00e-04
2022-08-25 11:33:36,783 INFO [train.py:927] (0/8) Epoch 9, batch 8400, giga_loss[loss=0.1951, simple_loss=0.2842, pruned_loss=0.05299, over 12346.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.0304, over 91.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05774, over 2478152.38 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06627, over 24270.06 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05945, over 2431336.91 frames. utt_duration=1288 frames, utt_pad_proportion=0.05178, over 7561.71 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05754, over 2479123.83 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06691, over 26163.97 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:35:40,399 INFO [train.py:927] (0/8) Epoch 9, batch 8450, giga_loss[loss=0.2182, simple_loss=0.3089, pruned_loss=0.06371, over 12353.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03583, over 104.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05961, over 2478315.33 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06639, over 24519.44 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05945, over 2432097.10 frames. utt_duration=1290 frames, utt_pad_proportion=0.05101, over 7550.63 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2958, pruned_loss=0.05944, over 2479227.27 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06717, over 26337.52 utterances.], batch size: 104, lr: 4.00e-04
2022-08-25 11:37:36,643 INFO [train.py:927] (0/8) Epoch 9, batch 8500, giga_loss[loss=0.1948, simple_loss=0.2855, pruned_loss=0.052, over 12339.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06019, over 2479026.91 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06577, over 24952.89 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05936, over 2432716.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.05063, over 7543.11 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06014, over 2479608.42 frames. utt_duration=375 frames, utt_pad_proportion=0.06653, over 26533.38 utterances.], batch size: 70, lr: 4.00e-04
2022-08-25 11:39:42,236 INFO [train.py:927] (0/8) Epoch 9, batch 8550, giga_loss[loss=0.2343, simple_loss=0.3244, pruned_loss=0.07211, over 12459.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04476, over 161.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2962, pruned_loss=0.06034, over 2478556.65 frames. utt_duration=406 frames, utt_pad_proportion=0.06486, over 24491.11 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05941, over 2433527.23 frames. utt_duration=1293 frames, utt_pad_proportion=0.04979, over 7536.79 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2962, pruned_loss=0.06026, over 2479527.33 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06586, over 26235.90 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:42:09,084 INFO [train.py:927] (0/8) Epoch 9, batch 8600, giga_loss[loss=0.1978, simple_loss=0.2962, pruned_loss=0.04974, over 12446.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03723, over 133.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06022, over 2478370.94 frames. utt_duration=394 frames, utt_pad_proportion=0.07163, over 25236.89 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05979, over 2434653.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.05709, over 7687.49 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05984, over 2479135.77 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07035, over 26879.17 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:44:14,598 INFO [train.py:927] (0/8) Epoch 9, batch 8650, giga_loss[loss=0.2263, simple_loss=0.2965, pruned_loss=0.07807, over 12404.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09668, over 256.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2913, pruned_loss=0.05864, over 2477858.69 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07011, over 24753.00 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05971, over 2434945.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05739, over 7690.87 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2911, pruned_loss=0.0584, over 2478975.35 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06916, over 26360.78 utterances.], batch size: 256, lr: 4.00e-04
2022-08-25 11:46:06,879 INFO [train.py:927] (0/8) Epoch 9, batch 8700, giga_loss[loss=0.2517, simple_loss=0.3125, pruned_loss=0.09541, over 12377.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1692, over 354.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2915, pruned_loss=0.05934, over 2478458.54 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06786, over 24703.69 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05973, over 2435240.06 frames. utt_duration=1268 frames, utt_pad_proportion=0.05715, over 7689.41 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2913, pruned_loss=0.05913, over 2479262.95 frames. utt_duration=382 frames, utt_pad_proportion=0.0673, over 26039.92 utterances.], batch size: 354, lr: 4.00e-04
2022-08-25 11:48:09,997 INFO [train.py:927] (0/8) Epoch 9, batch 8750, giga_loss[loss=0.2019, simple_loss=0.2856, pruned_loss=0.05913, over 12416.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09967, over 257.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2897, pruned_loss=0.05797, over 2478068.27 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06924, over 25193.89 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2951, pruned_loss=0.05975, over 2435395.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05769, over 7714.97 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2895, pruned_loss=0.05778, over 2478749.71 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06863, over 26293.13 utterances.], batch size: 257, lr: 4.00e-04
2022-08-25 11:50:24,632 INFO [train.py:927] (0/8) Epoch 9, batch 8800, giga_loss[loss=0.2184, simple_loss=0.296, pruned_loss=0.07042, over 12392.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2883, pruned_loss=0.05732, over 2477441.37 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07047, over 25159.05 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2952, pruned_loss=0.05968, over 2435925.49 frames. utt_duration=1265 frames, utt_pad_proportion=0.05762, over 7713.06 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.288, pruned_loss=0.05719, over 2478488.27 frames. utt_duration=376 frames, utt_pad_proportion=0.07004, over 26452.95 utterances.], batch size: 257, lr: 4.00e-04
2022-08-25 11:52:32,597 INFO [train.py:927] (0/8) Epoch 9, batch 8850, giga_loss[loss=0.2245, simple_loss=0.311, pruned_loss=0.06902, over 12391.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2888, pruned_loss=0.05773, over 2477667.25 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07257, over 25053.09 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2955, pruned_loss=0.05998, over 2436431.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.06123, over 7791.37 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2881, pruned_loss=0.05735, over 2478589.39 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07121, over 26227.24 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:54:36,584 INFO [train.py:927] (0/8) Epoch 9, batch 8900, giga_loss[loss=0.1976, simple_loss=0.2948, pruned_loss=0.05022, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2878, pruned_loss=0.05725, over 2478342.65 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07032, over 25557.62 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06006, over 2436640.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.06099, over 7786.42 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2872, pruned_loss=0.05687, over 2479064.10 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06944, over 26562.49 utterances.], batch size: 55, lr: 4.00e-04
2022-08-25 11:56:35,442 INFO [train.py:927] (0/8) Epoch 9, batch 8950, giga_loss[loss=0.1983, simple_loss=0.3007, pruned_loss=0.04794, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2915, pruned_loss=0.05822, over 2478698.75 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06875, over 25844.13 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.296, pruned_loss=0.06008, over 2437418.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.06005, over 7780.95 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2905, pruned_loss=0.05783, over 2479525.85 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06843, over 27067.23 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:57:34,046 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-220000.pt
2022-08-25 11:58:42,997 INFO [train.py:927] (0/8) Epoch 9, batch 9000, libri_loss[loss=0.1566, simple_loss=0.2471, pruned_loss=0.03299, over 12228.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.04019, over 27.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05794, over 2477937.29 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07123, over 25885.85 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05986, over 2437966.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05906, over 7751.58 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2911, pruned_loss=0.05781, over 2479036.49 frames. utt_duration=364.2 frames, utt_pad_proportion=0.0712, over 27312.92 utterances.], batch size: 27, lr: 4.00e-04
2022-08-25 11:58:43,004 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 11:58:56,849 INFO [train.py:967] (0/8) 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 12:01:01,087 INFO [train.py:927] (0/8) Epoch 9, batch 9050, giga_loss[loss=0.185, simple_loss=0.2718, pruned_loss=0.04911, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03212, over 36.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2902, pruned_loss=0.05694, over 2477662.29 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06781, over 25024.49 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05987, over 2438605.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05874, over 7774.29 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2895, pruned_loss=0.05678, over 2478665.65 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06811, over 26461.92 utterances.], batch size: 36, lr: 4.00e-04
2022-08-25 12:03:01,952 INFO [train.py:927] (0/8) Epoch 9, batch 9100, giga_loss[loss=0.1949, simple_loss=0.2827, pruned_loss=0.05353, over 12346.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02895, over 66.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2889, pruned_loss=0.05679, over 2477901.30 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06387, over 24477.08 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.05972, over 2439353.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05787, over 7756.91 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05675, over 2478707.01 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06458, over 25935.38 utterances.], batch size: 66, lr: 3.99e-04
2022-08-25 12:05:09,441 INFO [train.py:927] (0/8) Epoch 9, batch 9150, giga_loss[loss=0.2078, simple_loss=0.274, pruned_loss=0.07077, over 12380.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2892, pruned_loss=0.05704, over 2477538.24 frames. utt_duration=413 frames, utt_pad_proportion=0.06255, over 24066.70 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05941, over 2440044.13 frames. utt_duration=1268 frames, utt_pad_proportion=0.05636, over 7703.56 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2895, pruned_loss=0.05718, over 2478960.74 frames. utt_duration=384 frames, utt_pad_proportion=0.06363, over 25904.95 utterances.], batch size: 358, lr: 3.99e-04
2022-08-25 12:07:08,505 INFO [train.py:927] (0/8) Epoch 9, batch 9200, giga_loss[loss=0.2433, simple_loss=0.3354, pruned_loss=0.07562, over 12435.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.048, over 147.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2914, pruned_loss=0.05834, over 2477908.55 frames. utt_duration=395 frames, utt_pad_proportion=0.06679, over 25169.61 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05955, over 2440607.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.06057, over 7768.64 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2914, pruned_loss=0.05828, over 2479189.07 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06621, over 26848.30 utterances.], batch size: 147, lr: 3.99e-04
2022-08-25 12:09:12,583 INFO [train.py:927] (0/8) Epoch 9, batch 9250, giga_loss[loss=0.2281, simple_loss=0.3121, pruned_loss=0.07204, over 12402.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04445, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05882, over 2478461.76 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06828, over 25556.02 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05957, over 2441443.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05988, over 7770.31 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05873, over 2479402.64 frames. utt_duration=365.9 frames, utt_pad_proportion=0.06798, over 27190.80 utterances.], batch size: 146, lr: 3.99e-04
2022-08-25 12:11:28,588 INFO [train.py:927] (0/8) Epoch 9, batch 9300, giga_loss[loss=0.2151, simple_loss=0.2896, pruned_loss=0.07035, over 12392.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09816, over 256.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2929, pruned_loss=0.05917, over 2478326.95 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07027, over 25886.31 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05965, over 2442131.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.0587, over 7748.29 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2926, pruned_loss=0.05902, over 2479287.74 frames. utt_duration=360.2 frames, utt_pad_proportion=0.07029, over 27626.87 utterances.], batch size: 256, lr: 3.99e-04
2022-08-25 12:13:28,487 INFO [train.py:927] (0/8) Epoch 9, batch 9350, giga_loss[loss=0.2003, simple_loss=0.287, pruned_loss=0.0568, over 12421.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05887, over 2478792.18 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07038, over 25802.06 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05957, over 2442319.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05808, over 7740.32 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2923, pruned_loss=0.05881, over 2480016.82 frames. utt_duration=362 frames, utt_pad_proportion=0.07059, over 27497.51 utterances.], batch size: 183, lr: 3.99e-04
2022-08-25 12:15:34,049 INFO [train.py:927] (0/8) Epoch 9, batch 9400, giga_loss[loss=0.1891, simple_loss=0.2858, pruned_loss=0.04621, over 12465.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03233, over 105.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2916, pruned_loss=0.05918, over 2478581.00 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06993, over 25889.74 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05952, over 2443244.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.05697, over 7724.93 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2915, pruned_loss=0.05917, over 2479538.40 frames. utt_duration=359.9 frames, utt_pad_proportion=0.07046, over 27649.91 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:17:37,573 INFO [train.py:927] (0/8) Epoch 9, batch 9450, giga_loss[loss=0.2116, simple_loss=0.2986, pruned_loss=0.06231, over 12400.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07859, over 213.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2905, pruned_loss=0.0579, over 2478366.82 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07104, over 26007.21 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05952, over 2443498.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05652, over 7717.72 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2905, pruned_loss=0.05787, over 2479203.71 frames. utt_duration=360.9 frames, utt_pad_proportion=0.07155, over 27567.92 utterances.], batch size: 213, lr: 3.99e-04
2022-08-25 12:19:31,351 INFO [train.py:927] (0/8) Epoch 9, batch 9500, giga_loss[loss=0.202, simple_loss=0.2987, pruned_loss=0.05262, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05729, over 2477717.02 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06912, over 25128.08 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2945, pruned_loss=0.05944, over 2443746.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05546, over 7689.05 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05729, over 2478904.14 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06999, over 26779.09 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:21:42,761 INFO [train.py:927] (0/8) Epoch 9, batch 9550, giga_loss[loss=0.1744, simple_loss=0.2719, pruned_loss=0.03847, over 12425.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05717, over 2477369.14 frames. utt_duration=397 frames, utt_pad_proportion=0.06721, over 25038.81 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05933, over 2444266.81 frames. utt_duration=1277 frames, utt_pad_proportion=0.05463, over 7667.46 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05723, over 2478427.81 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06826, over 26653.35 utterances.], batch size: 133, lr: 3.99e-04
2022-08-25 12:23:56,919 INFO [train.py:927] (0/8) Epoch 9, batch 9600, giga_loss[loss=0.2047, simple_loss=0.3041, pruned_loss=0.05267, over 12400.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03775, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05749, over 2477534.81 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06729, over 24919.14 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05979, over 2445068.43 frames. utt_duration=1275 frames, utt_pad_proportion=0.05378, over 7678.05 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05706, over 2478576.56 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06845, over 26676.73 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:26:16,659 INFO [train.py:927] (0/8) Epoch 9, batch 9650, giga_loss[loss=0.2382, simple_loss=0.3223, pruned_loss=0.07706, over 12347.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03058, over 91.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2951, pruned_loss=0.05774, over 2478326.87 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06432, over 24512.49 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05983, over 2446023.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.05273, over 7668.16 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2947, pruned_loss=0.05732, over 2479033.33 frames. utt_duration=378 frames, utt_pad_proportion=0.06581, over 26317.22 utterances.], batch size: 91, lr: 3.99e-04
2022-08-25 12:28:41,832 INFO [train.py:927] (0/8) Epoch 9, batch 9700, giga_loss[loss=0.2048, simple_loss=0.2955, pruned_loss=0.05707, over 12434.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.0304, over 75.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2955, pruned_loss=0.05816, over 2478837.70 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06587, over 24515.19 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2951, pruned_loss=0.05977, over 2446374.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.05233, over 7664.50 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2951, pruned_loss=0.05785, over 2479364.94 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06711, over 26088.01 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:30:55,199 INFO [train.py:927] (0/8) Epoch 9, batch 9750, giga_loss[loss=0.1778, simple_loss=0.2721, pruned_loss=0.04175, over 12445.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03783, over 133.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05699, over 2478806.32 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06282, over 23678.94 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05961, over 2446488.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.05177, over 7642.63 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2931, pruned_loss=0.05687, over 2479555.86 frames. utt_duration=395.3 frames, utt_pad_proportion=0.0642, over 25166.10 utterances.], batch size: 133, lr: 3.99e-04
2022-08-25 12:32:56,712 INFO [train.py:927] (0/8) Epoch 9, batch 9800, giga_loss[loss=0.2051, simple_loss=0.2953, pruned_loss=0.05745, over 12435.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07153, over 212.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2926, pruned_loss=0.0564, over 2479133.25 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06342, over 23707.77 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05961, over 2447752.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.05055, over 7635.51 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2921, pruned_loss=0.05623, over 2479468.55 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06487, over 25325.76 utterances.], batch size: 212, lr: 3.99e-04
2022-08-25 12:34:53,583 INFO [train.py:927] (0/8) Epoch 9, batch 9850, libri_loss[loss=0.201, simple_loss=0.296, pruned_loss=0.05303, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00777, over 37.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.294, pruned_loss=0.05691, over 2478671.28 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06328, over 22966.51 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05955, over 2448109.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.04994, over 7628.04 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2936, pruned_loss=0.05678, over 2479030.78 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06471, over 24472.21 utterances.], batch size: 37, lr: 3.99e-04
2022-08-25 12:36:52,457 INFO [train.py:927] (0/8) Epoch 9, batch 9900, giga_loss[loss=0.195, simple_loss=0.2656, pruned_loss=0.06226, over 12355.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.1782, over 357.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05722, over 2478308.50 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06845, over 24154.44 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05957, over 2448387.25 frames. utt_duration=1287 frames, utt_pad_proportion=0.04939, over 7618.61 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05706, over 2478766.55 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06946, over 25577.17 utterances.], batch size: 357, lr: 3.99e-04
2022-08-25 12:38:37,976 INFO [train.py:927] (0/8) Epoch 9, batch 9950, giga_loss[loss=0.2474, simple_loss=0.3338, pruned_loss=0.08052, over 12353.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04485, over 40.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2956, pruned_loss=0.05949, over 2477291.28 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07373, over 23741.45 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.0595, over 2448829.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05717, over 7774.78 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2952, pruned_loss=0.05935, over 2478168.03 frames. utt_duration=394 frames, utt_pad_proportion=0.07243, over 25236.13 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:40:23,498 INFO [train.py:927] (0/8) Epoch 9, batch 10000, giga_loss[loss=0.2068, simple_loss=0.2742, pruned_loss=0.06968, over 12361.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1955, over 365.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3011, pruned_loss=0.06298, over 2476233.14 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0754, over 23780.73 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.05949, over 2449387.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.05689, over 7784.22 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.0629, over 2476793.57 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07442, over 25167.01 utterances.], batch size: 365, lr: 3.99e-04
2022-08-25 12:42:08,703 INFO [train.py:927] (0/8) Epoch 9, batch 10050, giga_loss[loss=0.1916, simple_loss=0.2694, pruned_loss=0.05691, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02663, over 58.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2976, pruned_loss=0.06253, over 2475458.16 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07088, over 22699.42 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.0596, over 2449542.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05604, over 7757.71 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2972, pruned_loss=0.06243, over 2476209.14 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07062, over 24085.38 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:43:53,042 INFO [train.py:927] (0/8) Epoch 9, batch 10100, giga_loss[loss=0.1532, simple_loss=0.2315, pruned_loss=0.0375, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2912, pruned_loss=0.06016, over 2474951.73 frames. utt_duration=456 frames, utt_pad_proportion=0.0686, over 21774.39 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2965, pruned_loss=0.05973, over 2449984.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.05505, over 7755.76 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.29, pruned_loss=0.06001, over 2475725.19 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06889, over 23200.88 utterances.], batch size: 37, lr: 3.99e-04
2022-08-25 12:45:35,691 INFO [train.py:927] (0/8) Epoch 9, batch 10150, giga_loss[loss=0.1583, simple_loss=0.2355, pruned_loss=0.04059, over 12345.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2826, pruned_loss=0.0569, over 2474711.90 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06637, over 20716.57 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05974, over 2450123.57 frames. utt_duration=1265 frames, utt_pad_proportion=0.05483, over 7754.98 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2816, pruned_loss=0.05677, over 2475301.61 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06682, over 21896.69 utterances.], batch size: 362, lr: 3.99e-04
2022-08-25 12:47:19,870 INFO [train.py:927] (0/8) Epoch 9, batch 10200, giga_loss[loss=0.2015, simple_loss=0.2793, pruned_loss=0.06186, over 12389.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.278, pruned_loss=0.05521, over 2474971.93 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06528, over 19863.86 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2967, pruned_loss=0.05979, over 2451090.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05388, over 7761.66 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2766, pruned_loss=0.05492, over 2475329.88 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06612, over 21196.62 utterances.], batch size: 182, lr: 3.98e-04
2022-08-25 12:49:02,982 INFO [train.py:927] (0/8) Epoch 9, batch 10250, giga_loss[loss=0.1589, simple_loss=0.2477, pruned_loss=0.03504, over 12304.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03572, over 62.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2724, pruned_loss=0.05285, over 2474042.55 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06416, over 19560.91 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.296, pruned_loss=0.05954, over 2451324.68 frames. utt_duration=1268 frames, utt_pad_proportion=0.05307, over 7742.98 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2713, pruned_loss=0.0527, over 2474762.40 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06526, over 20967.58 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 12:50:47,777 INFO [train.py:927] (0/8) Epoch 9, batch 10300, giga_loss[loss=0.1737, simple_loss=0.2446, pruned_loss=0.05144, over 12349.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2696, pruned_loss=0.05205, over 2474064.89 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0635, over 19265.00 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05947, over 2451872.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05168, over 7720.40 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2678, pruned_loss=0.05176, over 2474868.84 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06498, over 20792.27 utterances.], batch size: 365, lr: 3.98e-04
2022-08-25 12:52:29,483 INFO [train.py:927] (0/8) Epoch 9, batch 10350, giga_loss[loss=0.1582, simple_loss=0.2392, pruned_loss=0.03857, over 12274.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02714, over 54.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2655, pruned_loss=0.05035, over 2474163.61 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06695, over 19255.05 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2961, pruned_loss=0.05956, over 2452702.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.05048, over 7716.30 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2631, pruned_loss=0.04976, over 2474744.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06847, over 20865.81 utterances.], batch size: 54, lr: 3.98e-04
2022-08-25 12:54:14,254 INFO [train.py:927] (0/8) Epoch 9, batch 10400, giga_loss[loss=0.1849, simple_loss=0.2654, pruned_loss=0.05215, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03234, over 43.00 utterances.], tot_loss[loss=0.18, simple_loss=0.262, pruned_loss=0.04897, over 2474338.17 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06553, over 19101.88 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2962, pruned_loss=0.05964, over 2453321.38 frames. utt_duration=1274 frames, utt_pad_proportion=0.0493, over 7713.67 utterances.], giga_tot_loss[loss=0.1775, simple_loss=0.2589, pruned_loss=0.04808, over 2475024.55 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06745, over 20814.18 utterances.], batch size: 43, lr: 3.98e-04
2022-08-25 12:55:59,241 INFO [train.py:927] (0/8) Epoch 9, batch 10450, libri_loss[loss=0.2164, simple_loss=0.2995, pruned_loss=0.06665, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006467, over 34.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2682, pruned_loss=0.0525, over 2475134.41 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06969, over 20130.91 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05949, over 2453881.59 frames. utt_duration=1278 frames, utt_pad_proportion=0.04855, over 7691.00 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2654, pruned_loss=0.0517, over 2475646.57 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07118, over 21767.66 utterances.], batch size: 34, lr: 3.98e-04
2022-08-25 12:57:42,436 INFO [train.py:927] (0/8) Epoch 9, batch 10500, libri_loss[loss=0.1813, simple_loss=0.2774, pruned_loss=0.04258, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006815, over 36.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2776, pruned_loss=0.05631, over 2475408.34 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06454, over 18892.97 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2951, pruned_loss=0.05916, over 2455056.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.04769, over 7682.41 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.275, pruned_loss=0.0558, over 2475600.94 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06676, over 20726.32 utterances.], batch size: 36, lr: 3.98e-04
2022-08-25 12:59:26,913 INFO [train.py:927] (0/8) Epoch 9, batch 10550, giga_loss[loss=0.2076, simple_loss=0.3057, pruned_loss=0.05478, over 12395.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04831, over 161.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2843, pruned_loss=0.0583, over 2475412.76 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06628, over 19196.31 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05912, over 2455470.14 frames. utt_duration=1283 frames, utt_pad_proportion=0.04701, over 7663.90 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.282, pruned_loss=0.0579, over 2475556.69 frames. utt_duration=476 frames, utt_pad_proportion=0.06824, over 20868.85 utterances.], batch size: 161, lr: 3.98e-04
2022-08-25 13:01:10,714 INFO [train.py:927] (0/8) Epoch 9, batch 10600, giga_loss[loss=0.2168, simple_loss=0.3039, pruned_loss=0.06483, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03939, over 37.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2883, pruned_loss=0.05977, over 2475892.65 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06499, over 18730.58 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2952, pruned_loss=0.05904, over 2455982.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04644, over 7662.31 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2862, pruned_loss=0.05951, over 2475978.43 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06704, over 20326.12 utterances.], batch size: 37, lr: 3.98e-04
2022-08-25 13:02:55,780 INFO [train.py:927] (0/8) Epoch 9, batch 10650, giga_loss[loss=0.1988, simple_loss=0.2819, pruned_loss=0.05789, over 12373.00 frames. utt_duration=1101 frames, utt_pad_proportion=0.0227, over 45.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2926, pruned_loss=0.06264, over 2474897.40 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06363, over 18159.89 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05907, over 2456077.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.04578, over 7646.13 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.291, pruned_loss=0.06244, over 2475217.79 frames. utt_duration=506 frames, utt_pad_proportion=0.06574, over 19624.93 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 13:04:39,282 INFO [train.py:927] (0/8) Epoch 9, batch 10700, giga_loss[loss=0.2289, simple_loss=0.3218, pruned_loss=0.06794, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03009, over 91.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2967, pruned_loss=0.06438, over 2475413.71 frames. utt_duration=539 frames, utt_pad_proportion=0.06518, over 18420.27 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2946, pruned_loss=0.05891, over 2456430.16 frames. utt_duration=1288 frames, utt_pad_proportion=0.04541, over 7635.29 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2957, pruned_loss=0.06451, over 2475941.00 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06706, over 19936.36 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 13:06:22,842 INFO [train.py:927] (0/8) Epoch 9, batch 10750, giga_loss[loss=0.2328, simple_loss=0.3225, pruned_loss=0.07154, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06581, over 2475902.26 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06737, over 18616.93 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05882, over 2457044.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.04471, over 7625.68 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2998, pruned_loss=0.06609, over 2476110.57 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06906, over 20020.70 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:08:08,540 INFO [train.py:927] (0/8) Epoch 9, batch 10800, giga_loss[loss=0.1912, simple_loss=0.2879, pruned_loss=0.04725, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02668, over 45.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3013, pruned_loss=0.06474, over 2474840.68 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06251, over 17640.68 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05881, over 2457052.23 frames. utt_duration=1291 frames, utt_pad_proportion=0.04453, over 7622.56 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3009, pruned_loss=0.065, over 2475080.21 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06431, over 18789.41 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 13:09:52,831 INFO [train.py:927] (0/8) Epoch 9, batch 10850, giga_loss[loss=0.2236, simple_loss=0.3074, pruned_loss=0.06993, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02918, over 45.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3006, pruned_loss=0.06391, over 2474114.61 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06571, over 17253.52 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05854, over 2457625.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.04817, over 7660.63 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.301, pruned_loss=0.06458, over 2474492.10 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06591, over 18571.21 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 13:11:35,885 INFO [train.py:927] (0/8) Epoch 9, batch 10900, giga_loss[loss=0.2277, simple_loss=0.3152, pruned_loss=0.07013, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02809, over 91.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3027, pruned_loss=0.06671, over 2474768.11 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06634, over 17194.20 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05862, over 2458561.12 frames. utt_duration=1289 frames, utt_pad_proportion=0.04699, over 7637.09 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3032, pruned_loss=0.06732, over 2474751.31 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06706, over 18561.63 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 13:13:21,951 INFO [train.py:927] (0/8) Epoch 9, batch 10950, giga_loss[loss=0.2229, simple_loss=0.301, pruned_loss=0.07235, over 12431.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3033, pruned_loss=0.06825, over 2474888.55 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06075, over 16669.12 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05854, over 2458880.77 frames. utt_duration=1291 frames, utt_pad_proportion=0.0467, over 7628.26 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3042, pruned_loss=0.06899, over 2474891.56 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06195, over 17932.84 utterances.], batch size: 146, lr: 3.98e-04
2022-08-25 13:14:12,021 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-222000.pt
2022-08-25 13:15:15,183 INFO [train.py:927] (0/8) Epoch 9, batch 11000, giga_loss[loss=0.211, simple_loss=0.2964, pruned_loss=0.0628, over 12436.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0439, over 114.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.06922, over 2475088.22 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06721, over 17841.35 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05844, over 2458973.96 frames. utt_duration=1294 frames, utt_pad_proportion=0.04619, over 7611.90 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3043, pruned_loss=0.07006, over 2475236.76 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06806, over 19001.42 utterances.], batch size: 114, lr: 3.98e-04
2022-08-25 13:17:01,367 INFO [train.py:927] (0/8) Epoch 9, batch 11050, giga_loss[loss=0.2199, simple_loss=0.297, pruned_loss=0.07141, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03447, over 43.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3012, pruned_loss=0.06761, over 2475056.96 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06262, over 17314.53 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2928, pruned_loss=0.05816, over 2458826.96 frames. utt_duration=1300 frames, utt_pad_proportion=0.04523, over 7575.96 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3027, pruned_loss=0.06877, over 2475691.00 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06411, over 18522.51 utterances.], batch size: 43, lr: 3.98e-04
2022-08-25 13:18:48,937 INFO [train.py:927] (0/8) Epoch 9, batch 11100, libri_loss[loss=0.1767, simple_loss=0.2655, pruned_loss=0.04395, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006764, over 31.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2976, pruned_loss=0.06569, over 2475354.07 frames. utt_duration=565.8 frames, utt_pad_proportion=0.0628, over 17545.18 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05823, over 2459221.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.04864, over 7633.61 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2987, pruned_loss=0.06686, over 2476042.64 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06314, over 18805.34 utterances.], batch size: 31, lr: 3.98e-04
2022-08-25 13:20:32,914 INFO [train.py:927] (0/8) Epoch 9, batch 11150, giga_loss[loss=0.2066, simple_loss=0.2884, pruned_loss=0.06235, over 12401.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0347, over 80.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2935, pruned_loss=0.06405, over 2475084.61 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0654, over 18175.81 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05828, over 2459505.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.04795, over 7632.88 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2941, pruned_loss=0.06505, over 2475672.71 frames. utt_duration=513 frames, utt_pad_proportion=0.06587, over 19359.13 utterances.], batch size: 80, lr: 3.98e-04
2022-08-25 13:22:18,224 INFO [train.py:927] (0/8) Epoch 9, batch 11200, giga_loss[loss=0.1953, simple_loss=0.2786, pruned_loss=0.05599, over 12250.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03392, over 28.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2935, pruned_loss=0.06424, over 2474211.91 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06265, over 17681.28 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05846, over 2459466.14 frames. utt_duration=1293 frames, utt_pad_proportion=0.04747, over 7617.46 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2939, pruned_loss=0.06493, over 2474911.97 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06344, over 18770.03 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:23:59,015 INFO [train.py:927] (0/8) Epoch 9, batch 11250, giga_loss[loss=0.1982, simple_loss=0.2829, pruned_loss=0.05671, over 12373.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03392, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.291, pruned_loss=0.06349, over 2473476.60 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06105, over 17559.38 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05846, over 2459660.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.04693, over 7608.28 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2913, pruned_loss=0.0641, over 2474048.46 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06205, over 18566.57 utterances.], batch size: 80, lr: 3.98e-04
2022-08-25 13:25:42,849 INFO [train.py:927] (0/8) Epoch 9, batch 11300, giga_loss[loss=0.1757, simple_loss=0.2635, pruned_loss=0.04393, over 12418.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06181, over 2473626.91 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05744, over 16602.26 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05861, over 2460452.03 frames. utt_duration=1290 frames, utt_pad_proportion=0.04688, over 7640.74 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2872, pruned_loss=0.06227, over 2473732.67 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05864, over 17639.78 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:27:24,984 INFO [train.py:927] (0/8) Epoch 9, batch 11350, libri_loss[loss=0.2093, simple_loss=0.2927, pruned_loss=0.06294, over 12305.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007473, over 36.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2845, pruned_loss=0.06054, over 2473248.19 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05462, over 16138.54 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05855, over 2460186.53 frames. utt_duration=1290 frames, utt_pad_proportion=0.04668, over 7640.23 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2844, pruned_loss=0.06102, over 2473961.06 frames. utt_duration=576 frames, utt_pad_proportion=0.05599, over 17223.70 utterances.], batch size: 36, lr: 3.97e-04
2022-08-25 13:29:07,061 INFO [train.py:927] (0/8) Epoch 9, batch 11400, giga_loss[loss=0.2103, simple_loss=0.2932, pruned_loss=0.0637, over 12213.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03958, over 28.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2824, pruned_loss=0.05986, over 2472835.25 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05463, over 15894.73 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2934, pruned_loss=0.05836, over 2460101.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.04994, over 7686.31 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2823, pruned_loss=0.06049, over 2473849.00 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05468, over 16953.96 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:30:49,665 INFO [train.py:927] (0/8) Epoch 9, batch 11450, giga_loss[loss=0.1912, simple_loss=0.2649, pruned_loss=0.05873, over 12376.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04536, over 31.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2799, pruned_loss=0.05847, over 2472827.74 frames. utt_duration=655.1 frames, utt_pad_proportion=0.05087, over 15133.91 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05819, over 2460479.85 frames. utt_duration=1282 frames, utt_pad_proportion=0.04924, over 7683.37 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2795, pruned_loss=0.05916, over 2473819.57 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05149, over 16324.18 utterances.], batch size: 31, lr: 3.97e-04
2022-08-25 13:32:34,692 INFO [train.py:927] (0/8) Epoch 9, batch 11500, giga_loss[loss=0.2082, simple_loss=0.2908, pruned_loss=0.06277, over 12405.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.0244, over 66.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2799, pruned_loss=0.05869, over 2472740.60 frames. utt_duration=667.5 frames, utt_pad_proportion=0.04831, over 14851.39 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05831, over 2460770.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.0482, over 7674.91 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.279, pruned_loss=0.05915, over 2473597.86 frames. utt_duration=619.5 frames, utt_pad_proportion=0.04944, over 16009.85 utterances.], batch size: 66, lr: 3.97e-04
2022-08-25 13:34:18,884 INFO [train.py:927] (0/8) Epoch 9, batch 11550, giga_loss[loss=0.2719, simple_loss=0.3373, pruned_loss=0.1033, over 12350.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.1989, over 369.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2852, pruned_loss=0.06186, over 2472696.53 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05843, over 16143.11 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05845, over 2460961.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.04781, over 7671.17 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2842, pruned_loss=0.06212, over 2473298.08 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05892, over 17139.40 utterances.], batch size: 369, lr: 3.97e-04
2022-08-25 13:36:03,641 INFO [train.py:927] (0/8) Epoch 9, batch 11600, giga_loss[loss=0.256, simple_loss=0.3219, pruned_loss=0.0951, over 12340.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06589, over 2473961.01 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06224, over 17534.03 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05866, over 2461142.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05213, over 7747.69 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2918, pruned_loss=0.06598, over 2474441.11 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06098, over 18371.38 utterances.], batch size: 371, lr: 3.97e-04
2022-08-25 13:37:47,188 INFO [train.py:927] (0/8) Epoch 9, batch 11650, giga_loss[loss=0.2175, simple_loss=0.3058, pruned_loss=0.06462, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2994, pruned_loss=0.06855, over 2473690.70 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06058, over 17556.06 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2947, pruned_loss=0.05891, over 2461317.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05542, over 7808.89 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2979, pruned_loss=0.06855, over 2474130.59 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05847, over 18334.23 utterances.], batch size: 97, lr: 3.97e-04
2022-08-25 13:39:29,688 INFO [train.py:927] (0/8) Epoch 9, batch 11700, giga_loss[loss=0.1863, simple_loss=0.2785, pruned_loss=0.047, over 12276.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02705, over 54.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3013, pruned_loss=0.0686, over 2473809.99 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0639, over 18230.39 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.05898, over 2461583.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05458, over 7791.91 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3001, pruned_loss=0.06871, over 2474135.47 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0625, over 19034.21 utterances.], batch size: 54, lr: 3.97e-04
2022-08-25 13:41:12,317 INFO [train.py:927] (0/8) Epoch 9, batch 11750, giga_loss[loss=0.196, simple_loss=0.2834, pruned_loss=0.05431, over 12413.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.301, pruned_loss=0.06701, over 2473913.11 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06548, over 18558.54 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2959, pruned_loss=0.05918, over 2461748.47 frames. utt_duration=1263 frames, utt_pad_proportion=0.05395, over 7805.17 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2993, pruned_loss=0.06711, over 2474305.10 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06461, over 19412.76 utterances.], batch size: 133, lr: 3.97e-04
2022-08-25 13:42:56,958 INFO [train.py:927] (0/8) Epoch 9, batch 11800, giga_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.07575, over 12361.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3011, pruned_loss=0.06665, over 2474304.80 frames. utt_duration=554 frames, utt_pad_proportion=0.06287, over 17912.26 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2961, pruned_loss=0.05927, over 2461863.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.05708, over 7871.15 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2995, pruned_loss=0.06675, over 2474665.52 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06126, over 18661.11 utterances.], batch size: 104, lr: 3.97e-04
2022-08-25 13:44:42,216 INFO [train.py:927] (0/8) Epoch 9, batch 11850, giga_loss[loss=0.2383, simple_loss=0.3196, pruned_loss=0.0785, over 12324.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03412, over 85.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3031, pruned_loss=0.06841, over 2473830.24 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06784, over 17947.97 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.296, pruned_loss=0.05928, over 2462017.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.05997, over 7919.06 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3021, pruned_loss=0.06868, over 2474273.88 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06549, over 18740.18 utterances.], batch size: 85, lr: 3.97e-04
2022-08-25 13:46:26,674 INFO [train.py:927] (0/8) Epoch 9, batch 11900, giga_loss[loss=0.2279, simple_loss=0.3135, pruned_loss=0.07116, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02724, over 48.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3044, pruned_loss=0.06956, over 2474180.58 frames. utt_duration=563 frames, utt_pad_proportion=0.06518, over 17625.12 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2959, pruned_loss=0.05932, over 2462061.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.06352, over 7975.31 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.304, pruned_loss=0.07007, over 2474913.51 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06194, over 18565.37 utterances.], batch size: 48, lr: 3.97e-04
2022-08-25 13:48:10,181 INFO [train.py:927] (0/8) Epoch 9, batch 11950, giga_loss[loss=0.2692, simple_loss=0.3343, pruned_loss=0.1021, over 12389.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07813, over 213.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3041, pruned_loss=0.06977, over 2473835.70 frames. utt_duration=575.7 frames, utt_pad_proportion=0.0635, over 17234.03 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2948, pruned_loss=0.05889, over 2461606.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.062, over 7905.50 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3051, pruned_loss=0.07095, over 2475273.59 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06159, over 18404.65 utterances.], batch size: 213, lr: 3.97e-04
2022-08-25 13:49:56,643 INFO [train.py:927] (0/8) Epoch 9, batch 12000, giga_loss[loss=0.2108, simple_loss=0.3036, pruned_loss=0.05907, over 12299.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04604, over 26.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3052, pruned_loss=0.06984, over 2473617.65 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06588, over 17299.69 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05886, over 2462004.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.06072, over 7878.46 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3066, pruned_loss=0.07113, over 2474723.09 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06476, over 18516.97 utterances.], batch size: 26, lr: 3.97e-04
2022-08-25 13:49:56,660 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 13:50:11,626 INFO [train.py:967] (0/8) 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 13:51:55,278 INFO [train.py:927] (0/8) Epoch 9, batch 12050, libri_loss[loss=0.2541, simple_loss=0.3469, pruned_loss=0.08064, over 12452.00 frames. utt_duration=416.7 frames, utt_pad_proportion=0.3499, over 120.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3056, pruned_loss=0.06994, over 2472971.89 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06733, over 16844.58 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05912, over 2462095.24 frames. utt_duration=1229 frames, utt_pad_proportion=0.06864, over 8025.57 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3063, pruned_loss=0.07088, over 2473910.72 frames. utt_duration=557.5 frames, utt_pad_proportion=0.0631, over 17797.57 utterances.], batch size: 120, lr: 3.97e-04
2022-08-25 13:53:37,420 INFO [train.py:927] (0/8) Epoch 9, batch 12100, libri_loss[loss=0.1909, simple_loss=0.2761, pruned_loss=0.0528, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005996, over 32.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06961, over 2472633.50 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06767, over 16460.79 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05902, over 2462056.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06688, over 7975.44 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3052, pruned_loss=0.0708, over 2473777.22 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06492, over 17545.54 utterances.], batch size: 32, lr: 3.97e-04
2022-08-25 13:55:20,315 INFO [train.py:927] (0/8) Epoch 9, batch 12150, giga_loss[loss=0.2823, simple_loss=0.336, pruned_loss=0.1143, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3042, pruned_loss=0.07006, over 2471377.23 frames. utt_duration=626 frames, utt_pad_proportion=0.06339, over 15829.06 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05882, over 2461996.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06554, over 7938.88 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3057, pruned_loss=0.07146, over 2472604.70 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06189, over 16942.40 utterances.], batch size: 258, lr: 3.97e-04
2022-08-25 13:57:04,544 INFO [train.py:927] (0/8) Epoch 9, batch 12200, giga_loss[loss=0.2471, simple_loss=0.3337, pruned_loss=0.08032, over 12319.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02705, over 45.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.305, pruned_loss=0.07013, over 2471418.54 frames. utt_duration=626.4 frames, utt_pad_proportion=0.059, over 15819.41 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05892, over 2462139.72 frames. utt_duration=1245 frames, utt_pad_proportion=0.06456, over 7923.26 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3063, pruned_loss=0.07134, over 2472416.22 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05843, over 16858.03 utterances.], batch size: 45, lr: 3.97e-04
2022-08-25 13:58:48,475 INFO [train.py:927] (0/8) Epoch 9, batch 12250, libri_loss[loss=0.2355, simple_loss=0.3358, pruned_loss=0.06762, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005939, over 32.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3041, pruned_loss=0.06965, over 2472017.95 frames. utt_duration=645.5 frames, utt_pad_proportion=0.05996, over 15353.82 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.0588, over 2462480.59 frames. utt_duration=1249 frames, utt_pad_proportion=0.0637, over 7897.05 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07089, over 2472666.43 frames. utt_duration=607 frames, utt_pad_proportion=0.05976, over 16334.76 utterances.], batch size: 32, lr: 3.97e-04
2022-08-25 14:00:30,394 INFO [train.py:927] (0/8) Epoch 9, batch 12300, libri_loss[loss=0.2151, simple_loss=0.3015, pruned_loss=0.06434, over 12385.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02391, over 43.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3022, pruned_loss=0.06859, over 2471923.80 frames. utt_duration=649.2 frames, utt_pad_proportion=0.06105, over 15266.30 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.05878, over 2462447.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.06158, over 7868.94 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.07013, over 2472923.24 frames. utt_duration=602.6 frames, utt_pad_proportion=0.06161, over 16455.53 utterances.], batch size: 43, lr: 3.97e-04
2022-08-25 14:02:13,546 INFO [train.py:927] (0/8) Epoch 9, batch 12350, giga_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07038, over 12413.00 frames. utt_duration=437.1 frames, utt_pad_proportion=0.04348, over 114.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3011, pruned_loss=0.06837, over 2472180.06 frames. utt_duration=648.5 frames, utt_pad_proportion=0.05917, over 15282.91 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2948, pruned_loss=0.05914, over 2462953.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.06531, over 7936.60 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06952, over 2472724.57 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05831, over 16340.87 utterances.], batch size: 114, lr: 3.97e-04
2022-08-25 14:03:55,896 INFO [train.py:927] (0/8) Epoch 9, batch 12400, giga_loss[loss=0.1997, simple_loss=0.2839, pruned_loss=0.05777, over 12097.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03954, over 30.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2986, pruned_loss=0.06734, over 2472158.14 frames. utt_duration=656.3 frames, utt_pad_proportion=0.05595, over 15102.13 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.295, pruned_loss=0.05929, over 2463218.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.06467, over 7940.73 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2993, pruned_loss=0.06838, over 2472605.39 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05559, over 16133.72 utterances.], batch size: 30, lr: 3.97e-04
2022-08-25 14:05:40,315 INFO [train.py:927] (0/8) Epoch 9, batch 12450, giga_loss[loss=0.2005, simple_loss=0.2779, pruned_loss=0.06152, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04281, over 31.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2955, pruned_loss=0.06622, over 2472357.09 frames. utt_duration=668.7 frames, utt_pad_proportion=0.05437, over 14823.24 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05984, over 2463229.24 frames. utt_duration=1230 frames, utt_pad_proportion=0.06787, over 8021.79 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.06674, over 2472934.47 frames. utt_duration=629.1 frames, utt_pad_proportion=0.05247, over 15761.16 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:07:24,592 INFO [train.py:927] (0/8) Epoch 9, batch 12500, giga_loss[loss=0.2082, simple_loss=0.2933, pruned_loss=0.06155, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03328, over 85.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2937, pruned_loss=0.06569, over 2472414.03 frames. utt_duration=640.3 frames, utt_pad_proportion=0.05749, over 15481.79 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06055, over 2463495.39 frames. utt_duration=1224 frames, utt_pad_proportion=0.06776, over 8063.16 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2931, pruned_loss=0.06554, over 2472798.17 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05583, over 16321.32 utterances.], batch size: 85, lr: 3.96e-04
2022-08-25 14:09:06,672 INFO [train.py:927] (0/8) Epoch 9, batch 12550, giga_loss[loss=0.1971, simple_loss=0.28, pruned_loss=0.05709, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02797, over 48.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2938, pruned_loss=0.06524, over 2472721.47 frames. utt_duration=623.5 frames, utt_pad_proportion=0.06054, over 15901.60 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2964, pruned_loss=0.06074, over 2463490.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.06677, over 8036.04 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2931, pruned_loss=0.06504, over 2473202.38 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05953, over 16747.51 utterances.], batch size: 48, lr: 3.96e-04
2022-08-25 14:10:49,330 INFO [train.py:927] (0/8) Epoch 9, batch 12600, giga_loss[loss=0.1909, simple_loss=0.286, pruned_loss=0.04789, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02842, over 66.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.295, pruned_loss=0.06491, over 2472712.65 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06202, over 16651.13 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06068, over 2463528.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06584, over 8002.60 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2943, pruned_loss=0.06489, over 2473236.04 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06153, over 17500.93 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:12:30,936 INFO [train.py:927] (0/8) Epoch 9, batch 12650, giga_loss[loss=0.2201, simple_loss=0.3002, pruned_loss=0.06996, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03278, over 97.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2952, pruned_loss=0.06422, over 2473462.13 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05879, over 17176.09 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06066, over 2464201.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06477, over 8000.22 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2948, pruned_loss=0.06435, over 2473630.65 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05892, over 18186.81 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:14:14,893 INFO [train.py:927] (0/8) Epoch 9, batch 12700, giga_loss[loss=0.2311, simple_loss=0.3134, pruned_loss=0.0744, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 104.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2952, pruned_loss=0.06458, over 2473820.99 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05998, over 17166.08 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2967, pruned_loss=0.06115, over 2464719.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.0673, over 8039.98 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2945, pruned_loss=0.06436, over 2473791.50 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05896, over 18233.20 utterances.], batch size: 104, lr: 3.96e-04
2022-08-25 14:15:58,966 INFO [train.py:927] (0/8) Epoch 9, batch 12750, giga_loss[loss=0.2298, simple_loss=0.3078, pruned_loss=0.07595, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02741, over 48.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2963, pruned_loss=0.06465, over 2474029.28 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05629, over 17391.26 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2968, pruned_loss=0.06124, over 2464767.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06702, over 8037.78 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2956, pruned_loss=0.06442, over 2474005.43 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05575, over 18264.68 utterances.], batch size: 48, lr: 3.96e-04
2022-08-25 14:17:39,484 INFO [train.py:927] (0/8) Epoch 9, batch 12800, giga_loss[loss=0.2114, simple_loss=0.3016, pruned_loss=0.06062, over 12345.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03045, over 70.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2982, pruned_loss=0.06568, over 2473846.91 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06048, over 17841.05 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2971, pruned_loss=0.06148, over 2464918.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06524, over 8008.89 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2974, pruned_loss=0.06542, over 2474013.69 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06045, over 18885.09 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:19:21,376 INFO [train.py:927] (0/8) Epoch 9, batch 12850, giga_loss[loss=0.1971, simple_loss=0.2797, pruned_loss=0.05725, over 12239.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02863, over 39.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.299, pruned_loss=0.06638, over 2473967.81 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05891, over 17628.05 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2969, pruned_loss=0.0614, over 2465353.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.06378, over 7972.95 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2987, pruned_loss=0.06635, over 2473967.56 frames. utt_duration=529.2 frames, utt_pad_proportion=0.05945, over 18752.39 utterances.], batch size: 39, lr: 3.96e-04
2022-08-25 14:21:04,583 INFO [train.py:927] (0/8) Epoch 9, batch 12900, libri_loss[loss=0.1799, simple_loss=0.2542, pruned_loss=0.05282, over 12281.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04825, over 27.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06683, over 2474219.75 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06113, over 18438.04 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.0613, over 2465255.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06404, over 7976.14 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3002, pruned_loss=0.06697, over 2474434.01 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06132, over 19461.26 utterances.], batch size: 27, lr: 3.96e-04
2022-08-25 14:22:45,768 INFO [train.py:927] (0/8) Epoch 9, batch 12950, giga_loss[loss=0.2004, simple_loss=0.2879, pruned_loss=0.05645, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03778, over 113.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2987, pruned_loss=0.06577, over 2473935.25 frames. utt_duration=534 frames, utt_pad_proportion=0.05821, over 18583.09 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2971, pruned_loss=0.06146, over 2465251.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.06333, over 7965.51 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06581, over 2474216.39 frames. utt_duration=508 frames, utt_pad_proportion=0.05872, over 19541.91 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:23:31,947 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-224000.pt
2022-08-25 14:24:32,920 INFO [train.py:927] (0/8) Epoch 9, batch 13000, giga_loss[loss=0.2095, simple_loss=0.3002, pruned_loss=0.05943, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0597, over 182.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2978, pruned_loss=0.06509, over 2473839.23 frames. utt_duration=536.8 frames, utt_pad_proportion=0.05762, over 18486.27 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2971, pruned_loss=0.06168, over 2465139.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.06212, over 7939.69 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.065, over 2474354.20 frames. utt_duration=508.5 frames, utt_pad_proportion=0.05849, over 19521.72 utterances.], batch size: 182, lr: 3.96e-04
2022-08-25 14:26:13,808 INFO [train.py:927] (0/8) Epoch 9, batch 13050, giga_loss[loss=0.2429, simple_loss=0.3277, pruned_loss=0.0791, over 12372.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07057, over 211.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2986, pruned_loss=0.06532, over 2474477.02 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05707, over 18560.66 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2973, pruned_loss=0.06195, over 2465382.58 frames. utt_duration=1235 frames, utt_pad_proportion=0.06517, over 7997.62 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.0651, over 2474830.61 frames. utt_duration=508.8 frames, utt_pad_proportion=0.05675, over 19515.32 utterances.], batch size: 211, lr: 3.96e-04
2022-08-25 14:27:54,004 INFO [train.py:927] (0/8) Epoch 9, batch 13100, giga_loss[loss=0.2034, simple_loss=0.2834, pruned_loss=0.06171, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02741, over 66.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.296, pruned_loss=0.06477, over 2474548.22 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05356, over 17640.13 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2976, pruned_loss=0.06229, over 2465515.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06426, over 7997.39 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2954, pruned_loss=0.06438, over 2474990.75 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05371, over 18724.03 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:29:33,448 INFO [train.py:927] (0/8) Epoch 9, batch 13150, giga_loss[loss=0.2396, simple_loss=0.3142, pruned_loss=0.08249, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06941, over 211.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2939, pruned_loss=0.06479, over 2474217.10 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05166, over 17230.45 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2973, pruned_loss=0.06239, over 2465940.59 frames. utt_duration=1238 frames, utt_pad_proportion=0.06294, over 7975.18 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2937, pruned_loss=0.0645, over 2474600.75 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05222, over 18545.36 utterances.], batch size: 211, lr: 3.96e-04
2022-08-25 14:31:14,005 INFO [train.py:927] (0/8) Epoch 9, batch 13200, giga_loss[loss=0.2162, simple_loss=0.2977, pruned_loss=0.06735, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2919, pruned_loss=0.06442, over 2473587.93 frames. utt_duration=571 frames, utt_pad_proportion=0.05389, over 17373.70 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.297, pruned_loss=0.06251, over 2466013.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.06205, over 7945.97 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2918, pruned_loss=0.06411, over 2473974.79 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05452, over 18620.82 utterances.], batch size: 80, lr: 3.96e-04
2022-08-25 14:32:54,999 INFO [train.py:927] (0/8) Epoch 9, batch 13250, giga_loss[loss=0.1827, simple_loss=0.2699, pruned_loss=0.04775, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06224, over 2473397.63 frames. utt_duration=581.8 frames, utt_pad_proportion=0.0511, over 17049.36 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2966, pruned_loss=0.06248, over 2465898.80 frames. utt_duration=1247 frames, utt_pad_proportion=0.06148, over 7920.94 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2872, pruned_loss=0.06205, over 2473899.24 frames. utt_duration=546 frames, utt_pad_proportion=0.05194, over 18174.87 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:34:36,655 INFO [train.py:927] (0/8) Epoch 9, batch 13300, giga_loss[loss=0.2327, simple_loss=0.3123, pruned_loss=0.07659, over 12457.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2876, pruned_loss=0.06261, over 2472104.30 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05376, over 16817.30 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2975, pruned_loss=0.06354, over 2465579.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06366, over 7958.31 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06143, over 2473129.66 frames. utt_duration=547.5 frames, utt_pad_proportion=0.0532, over 18117.95 utterances.], batch size: 98, lr: 3.96e-04
2022-08-25 14:36:15,883 INFO [train.py:927] (0/8) Epoch 9, batch 13350, giga_loss[loss=0.1892, simple_loss=0.2736, pruned_loss=0.0524, over 12372.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06356, over 2472559.54 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05287, over 16637.77 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06366, over 2465482.64 frames. utt_duration=1240 frames, utt_pad_proportion=0.0629, over 7959.97 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2885, pruned_loss=0.0625, over 2473678.28 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05263, over 17960.76 utterances.], batch size: 58, lr: 3.96e-04
2022-08-25 14:37:57,473 INFO [train.py:927] (0/8) Epoch 9, batch 13400, giga_loss[loss=0.2109, simple_loss=0.291, pruned_loss=0.06542, over 12370.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2932, pruned_loss=0.06515, over 2472960.10 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05549, over 17569.66 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2972, pruned_loss=0.0639, over 2465444.74 frames. utt_duration=1241 frames, utt_pad_proportion=0.06266, over 7954.70 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2924, pruned_loss=0.0641, over 2474044.30 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05516, over 18829.61 utterances.], batch size: 62, lr: 3.96e-04
2022-08-25 14:39:41,855 INFO [train.py:927] (0/8) Epoch 9, batch 13450, giga_loss[loss=0.2205, simple_loss=0.3021, pruned_loss=0.06943, over 12395.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02524, over 66.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2963, pruned_loss=0.06669, over 2472733.32 frames. utt_duration=552 frames, utt_pad_proportion=0.06098, over 17967.57 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.06406, over 2465539.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06126, over 7942.22 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2954, pruned_loss=0.06576, over 2473718.85 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06094, over 19278.17 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:41:30,641 INFO [train.py:927] (0/8) Epoch 9, batch 13500, giga_loss[loss=0.3139, simple_loss=0.3525, pruned_loss=0.1377, over 12356.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2123, over 373.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3024, pruned_loss=0.07093, over 2473481.33 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06577, over 18978.10 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06418, over 2465782.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06061, over 7930.09 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3017, pruned_loss=0.07016, over 2474131.58 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06567, over 20166.76 utterances.], batch size: 373, lr: 3.96e-04
2022-08-25 14:43:13,976 INFO [train.py:927] (0/8) Epoch 9, batch 13550, giga_loss[loss=0.2702, simple_loss=0.3367, pruned_loss=0.1018, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04043, over 37.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.07589, over 2472735.86 frames. utt_duration=521.7 frames, utt_pad_proportion=0.0667, over 19013.61 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06442, over 2465424.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.05877, over 7867.48 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3088, pruned_loss=0.07544, over 2473907.20 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06738, over 20501.33 utterances.], batch size: 37, lr: 3.96e-04
2022-08-25 14:44:58,568 INFO [train.py:927] (0/8) Epoch 9, batch 13600, giga_loss[loss=0.3051, simple_loss=0.3621, pruned_loss=0.1241, over 12375.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08179, over 2473184.94 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06784, over 19916.16 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2968, pruned_loss=0.06436, over 2465324.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05797, over 7834.35 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3171, pruned_loss=0.08175, over 2474327.35 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0686, over 21335.01 utterances.], batch size: 161, lr: 3.95e-04
2022-08-25 14:46:43,266 INFO [train.py:927] (0/8) Epoch 9, batch 13650, libri_loss[loss=0.194, simple_loss=0.276, pruned_loss=0.05601, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006037, over 32.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.08491, over 2472927.17 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07231, over 20184.91 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.297, pruned_loss=0.06461, over 2465209.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.05793, over 7851.41 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3204, pruned_loss=0.08499, over 2474115.06 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07277, over 21524.32 utterances.], batch size: 32, lr: 3.95e-04
2022-08-25 14:48:33,271 INFO [train.py:927] (0/8) Epoch 9, batch 13700, giga_loss[loss=0.2801, simple_loss=0.3626, pruned_loss=0.09876, over 12326.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3258, pruned_loss=0.08992, over 2473612.38 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07169, over 20797.97 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2971, pruned_loss=0.06469, over 2465389.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.05761, over 7849.93 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3264, pruned_loss=0.09009, over 2474464.72 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07221, over 21951.89 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 14:50:22,706 INFO [train.py:927] (0/8) Epoch 9, batch 13750, giga_loss[loss=0.3038, simple_loss=0.3615, pruned_loss=0.123, over 12446.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03671, over 133.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3275, pruned_loss=0.09212, over 2474094.93 frames. utt_duration=462 frames, utt_pad_proportion=0.0778, over 21490.01 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2969, pruned_loss=0.06472, over 2465521.09 frames. utt_duration=1257 frames, utt_pad_proportion=0.0575, over 7854.52 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09293, over 2474897.05 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07811, over 22769.61 utterances.], batch size: 133, lr: 3.95e-04
2022-08-25 14:52:09,142 INFO [train.py:927] (0/8) Epoch 9, batch 13800, giga_loss[loss=0.2456, simple_loss=0.3244, pruned_loss=0.08337, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02579, over 48.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3273, pruned_loss=0.09213, over 2474338.55 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07395, over 20525.61 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2972, pruned_loss=0.06505, over 2465414.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.05717, over 7865.89 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3289, pruned_loss=0.0931, over 2475264.55 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07467, over 21823.27 utterances.], batch size: 48, lr: 3.95e-04
2022-08-25 14:53:57,019 INFO [train.py:927] (0/8) Epoch 9, batch 13850, giga_loss[loss=0.2688, simple_loss=0.343, pruned_loss=0.09732, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3292, pruned_loss=0.09276, over 2474217.14 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07878, over 21290.32 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2973, pruned_loss=0.06517, over 2465312.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05713, over 7868.17 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3307, pruned_loss=0.09365, over 2475115.77 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0792, over 22427.92 utterances.], batch size: 123, lr: 3.95e-04
2022-08-25 14:55:44,804 INFO [train.py:927] (0/8) Epoch 9, batch 13900, giga_loss[loss=0.2437, simple_loss=0.3228, pruned_loss=0.08232, over 12440.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03797, over 123.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3303, pruned_loss=0.09217, over 2474462.50 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07991, over 21706.57 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2987, pruned_loss=0.06569, over 2465480.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.0614, over 7950.42 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3309, pruned_loss=0.09305, over 2475230.33 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07901, over 22852.10 utterances.], batch size: 123, lr: 3.95e-04
2022-08-25 14:57:32,253 INFO [train.py:927] (0/8) Epoch 9, batch 13950, giga_loss[loss=0.2506, simple_loss=0.323, pruned_loss=0.08914, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3286, pruned_loss=0.09049, over 2474450.30 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08021, over 22628.28 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2986, pruned_loss=0.06584, over 2465152.80 frames. utt_duration=1247 frames, utt_pad_proportion=0.06029, over 7913.98 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3299, pruned_loss=0.09162, over 2475569.54 frames. utt_duration=415.8 frames, utt_pad_proportion=0.07995, over 23896.57 utterances.], batch size: 133, lr: 3.95e-04
2022-08-25 14:59:17,190 INFO [train.py:927] (0/8) Epoch 9, batch 14000, giga_loss[loss=0.2447, simple_loss=0.3186, pruned_loss=0.08544, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3259, pruned_loss=0.08869, over 2474399.76 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08008, over 22900.82 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06602, over 2465156.37 frames. utt_duration=1240 frames, utt_pad_proportion=0.06359, over 7964.72 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3276, pruned_loss=0.08998, over 2475514.92 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07911, over 24209.73 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:01:04,290 INFO [train.py:927] (0/8) Epoch 9, batch 14050, giga_loss[loss=0.2298, simple_loss=0.3068, pruned_loss=0.07637, over 12439.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03221, over 55.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3247, pruned_loss=0.08754, over 2474216.89 frames. utt_duration=448.3 frames, utt_pad_proportion=0.0758, over 22149.84 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.299, pruned_loss=0.06656, over 2465304.40 frames. utt_duration=1244 frames, utt_pad_proportion=0.06246, over 7937.82 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3263, pruned_loss=0.08858, over 2475214.51 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07569, over 23545.90 utterances.], batch size: 55, lr: 3.95e-04
2022-08-25 15:02:57,838 INFO [train.py:927] (0/8) Epoch 9, batch 14100, giga_loss[loss=0.2395, simple_loss=0.3121, pruned_loss=0.08344, over 12410.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.324, pruned_loss=0.08581, over 2474759.41 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07515, over 21511.33 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2989, pruned_loss=0.06672, over 2465610.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06134, over 7929.53 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3259, pruned_loss=0.08696, over 2475479.92 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07558, over 22954.23 utterances.], batch size: 161, lr: 3.95e-04
2022-08-25 15:04:44,031 INFO [train.py:927] (0/8) Epoch 9, batch 14150, giga_loss[loss=0.2455, simple_loss=0.3283, pruned_loss=0.08138, over 12262.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02819, over 54.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3252, pruned_loss=0.08558, over 2475276.62 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0756, over 21944.64 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2991, pruned_loss=0.06678, over 2465583.10 frames. utt_duration=1246 frames, utt_pad_proportion=0.06109, over 7925.88 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3266, pruned_loss=0.0865, over 2475905.33 frames. utt_duration=429.5 frames, utt_pad_proportion=0.076, over 23137.82 utterances.], batch size: 54, lr: 3.95e-04
2022-08-25 15:06:31,014 INFO [train.py:927] (0/8) Epoch 9, batch 14200, giga_loss[loss=0.2446, simple_loss=0.3183, pruned_loss=0.08542, over 12411.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3242, pruned_loss=0.08514, over 2474697.76 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07197, over 21391.94 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2994, pruned_loss=0.06708, over 2465443.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.05957, over 7904.82 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3259, pruned_loss=0.08618, over 2475601.83 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07311, over 22800.91 utterances.], batch size: 133, lr: 3.95e-04
2022-08-25 15:08:17,679 INFO [train.py:927] (0/8) Epoch 9, batch 14250, giga_loss[loss=0.2529, simple_loss=0.3269, pruned_loss=0.08946, over 12391.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3224, pruned_loss=0.08522, over 2474978.00 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07128, over 21557.30 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2993, pruned_loss=0.067, over 2465647.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.05841, over 7880.44 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3244, pruned_loss=0.08653, over 2475695.33 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07269, over 23003.16 utterances.], batch size: 183, lr: 3.95e-04
2022-08-25 15:10:07,691 INFO [train.py:927] (0/8) Epoch 9, batch 14300, giga_loss[loss=0.2578, simple_loss=0.3103, pruned_loss=0.1027, over 12366.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3215, pruned_loss=0.08456, over 2474142.59 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07903, over 21943.98 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2995, pruned_loss=0.06733, over 2465929.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.05827, over 7901.45 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3234, pruned_loss=0.0857, over 2474675.67 frames. utt_duration=425 frames, utt_pad_proportion=0.07984, over 23369.69 utterances.], batch size: 369, lr: 3.95e-04
2022-08-25 15:11:55,577 INFO [train.py:927] (0/8) Epoch 9, batch 14350, giga_loss[loss=0.2652, simple_loss=0.3339, pruned_loss=0.09827, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05164, over 162.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3202, pruned_loss=0.08336, over 2474044.40 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07935, over 21566.80 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2991, pruned_loss=0.0672, over 2465852.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.05831, over 7887.19 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3225, pruned_loss=0.08476, over 2474741.56 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08015, over 23032.30 utterances.], batch size: 162, lr: 3.95e-04
2022-08-25 15:13:43,135 INFO [train.py:927] (0/8) Epoch 9, batch 14400, giga_loss[loss=0.2135, simple_loss=0.3001, pruned_loss=0.06344, over 12381.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3186, pruned_loss=0.08301, over 2474684.25 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07916, over 21342.65 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2989, pruned_loss=0.06739, over 2466028.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05728, over 7858.20 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3212, pruned_loss=0.08433, over 2475270.90 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08026, over 22849.41 utterances.], batch size: 58, lr: 3.95e-04
2022-08-25 15:15:30,782 INFO [train.py:927] (0/8) Epoch 9, batch 14450, giga_loss[loss=0.2142, simple_loss=0.2945, pruned_loss=0.06692, over 12342.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03045, over 70.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08274, over 2474329.66 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07511, over 20763.00 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2978, pruned_loss=0.06698, over 2465885.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05594, over 7802.01 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3204, pruned_loss=0.0846, over 2475178.79 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07688, over 22415.72 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:17:16,038 INFO [train.py:927] (0/8) Epoch 9, batch 14500, giga_loss[loss=0.2301, simple_loss=0.3102, pruned_loss=0.07498, over 12459.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03073, over 80.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3147, pruned_loss=0.08158, over 2473814.80 frames. utt_duration=493 frames, utt_pad_proportion=0.07167, over 20130.97 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2978, pruned_loss=0.06722, over 2465723.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05439, over 7767.46 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.0834, over 2474954.61 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07408, over 21946.82 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:19:02,038 INFO [train.py:927] (0/8) Epoch 9, batch 14550, giga_loss[loss=0.2355, simple_loss=0.3147, pruned_loss=0.07813, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3143, pruned_loss=0.08142, over 2473124.49 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06992, over 20022.11 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2975, pruned_loss=0.06725, over 2465885.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05333, over 7746.82 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08331, over 2474123.50 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07253, over 21892.69 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:20:48,105 INFO [train.py:927] (0/8) Epoch 9, batch 14600, libri_loss[loss=0.2085, simple_loss=0.2887, pruned_loss=0.06414, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006636, over 33.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3142, pruned_loss=0.08022, over 2473689.27 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06746, over 19681.91 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2972, pruned_loss=0.0671, over 2465477.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05237, over 7717.44 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3177, pruned_loss=0.08219, over 2475063.79 frames. utt_duration=462 frames, utt_pad_proportion=0.07021, over 21495.14 utterances.], batch size: 33, lr: 3.95e-04
2022-08-25 15:22:34,707 INFO [train.py:927] (0/8) Epoch 9, batch 14650, giga_loss[loss=0.3447, simple_loss=0.3995, pruned_loss=0.1449, over 12367.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3155, pruned_loss=0.08161, over 2473855.73 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07426, over 20387.88 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2971, pruned_loss=0.06715, over 2465427.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.05145, over 7694.76 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3189, pruned_loss=0.08343, over 2475157.92 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07629, over 22118.23 utterances.], batch size: 259, lr: 3.95e-04
2022-08-25 15:24:19,991 INFO [train.py:927] (0/8) Epoch 9, batch 14700, giga_loss[loss=0.2133, simple_loss=0.296, pruned_loss=0.06526, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08337, over 2473807.60 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07715, over 20402.81 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2976, pruned_loss=0.06777, over 2465569.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05936, over 7831.38 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.08482, over 2475038.46 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07627, over 22135.44 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:26:05,708 INFO [train.py:927] (0/8) Epoch 9, batch 14750, libri_loss[loss=0.2426, simple_loss=0.3261, pruned_loss=0.07956, over 12490.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006517, over 36.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.08533, over 2475008.21 frames. utt_duration=486 frames, utt_pad_proportion=0.07541, over 20433.17 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2981, pruned_loss=0.06811, over 2466018.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05849, over 7823.81 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3208, pruned_loss=0.08647, over 2475727.86 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07519, over 22037.09 utterances.], batch size: 36, lr: 3.94e-04
2022-08-25 15:27:53,459 INFO [train.py:927] (0/8) Epoch 9, batch 14800, giga_loss[loss=0.2306, simple_loss=0.3125, pruned_loss=0.07438, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3177, pruned_loss=0.08451, over 2474252.59 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07263, over 20402.46 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2979, pruned_loss=0.06802, over 2465912.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05806, over 7826.47 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08571, over 2475033.11 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07285, over 21839.33 utterances.], batch size: 62, lr: 3.94e-04
2022-08-25 15:29:36,451 INFO [train.py:927] (0/8) Epoch 9, batch 14850, giga_loss[loss=0.2297, simple_loss=0.3136, pruned_loss=0.07293, over 12440.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3174, pruned_loss=0.08349, over 2473606.13 frames. utt_duration=482.6 frames, utt_pad_proportion=0.0785, over 20567.09 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2985, pruned_loss=0.06858, over 2466130.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06144, over 7900.82 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08461, over 2474349.40 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07754, over 22225.71 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 15:31:22,923 INFO [train.py:927] (0/8) Epoch 9, batch 14900, giga_loss[loss=0.2348, simple_loss=0.3085, pruned_loss=0.08054, over 12345.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03126, over 85.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3147, pruned_loss=0.08208, over 2473801.32 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07837, over 20484.41 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2979, pruned_loss=0.06838, over 2465724.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.06017, over 7864.20 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3174, pruned_loss=0.08355, over 2474974.14 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07819, over 22201.83 utterances.], batch size: 85, lr: 3.94e-04
2022-08-25 15:33:07,774 INFO [train.py:927] (0/8) Epoch 9, batch 14950, giga_loss[loss=0.2256, simple_loss=0.3039, pruned_loss=0.07365, over 12356.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04355, over 26.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3136, pruned_loss=0.08124, over 2474091.85 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07291, over 19534.32 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.298, pruned_loss=0.06854, over 2465990.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05882, over 7846.27 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3162, pruned_loss=0.08271, over 2475064.40 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0738, over 21339.05 utterances.], batch size: 26, lr: 3.94e-04
2022-08-25 15:33:56,589 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-226000.pt
2022-08-25 15:35:02,889 INFO [train.py:927] (0/8) Epoch 9, batch 15000, giga_loss[loss=0.2557, simple_loss=0.3425, pruned_loss=0.08446, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3171, pruned_loss=0.08087, over 2474649.61 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06985, over 19291.08 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2979, pruned_loss=0.06876, over 2466073.32 frames. utt_duration=1262 frames, utt_pad_proportion=0.05784, over 7826.84 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3197, pruned_loss=0.0822, over 2475563.87 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07123, over 21049.87 utterances.], batch size: 146, lr: 3.94e-04
2022-08-25 15:35:02,947 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 15:35:17,853 INFO [train.py:967] (0/8) 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 15:37:03,665 INFO [train.py:927] (0/8) Epoch 9, batch 15050, giga_loss[loss=0.2662, simple_loss=0.3425, pruned_loss=0.09496, over 12428.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03459, over 123.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3207, pruned_loss=0.08293, over 2475211.66 frames. utt_duration=507.1 frames, utt_pad_proportion=0.0685, over 19581.69 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2982, pruned_loss=0.06893, over 2466220.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05739, over 7829.56 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3227, pruned_loss=0.08394, over 2475868.40 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06988, over 21070.72 utterances.], batch size: 123, lr: 3.94e-04
2022-08-25 15:38:50,197 INFO [train.py:927] (0/8) Epoch 9, batch 15100, giga_loss[loss=0.2265, simple_loss=0.2932, pruned_loss=0.07996, over 12143.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03247, over 36.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3238, pruned_loss=0.08511, over 2474682.47 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0684, over 20041.28 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06916, over 2466443.02 frames. utt_duration=1263 frames, utt_pad_proportion=0.05671, over 7819.19 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3252, pruned_loss=0.08589, over 2475118.92 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06973, over 21381.23 utterances.], batch size: 36, lr: 3.94e-04
2022-08-25 15:40:35,590 INFO [train.py:927] (0/8) Epoch 9, batch 15150, giga_loss[loss=0.2826, simple_loss=0.3388, pruned_loss=0.1131, over 12356.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3219, pruned_loss=0.08471, over 2474884.11 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07101, over 19993.05 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2992, pruned_loss=0.06944, over 2466647.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05612, over 7821.84 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3229, pruned_loss=0.08529, over 2475166.19 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07219, over 21205.13 utterances.], batch size: 370, lr: 3.94e-04
2022-08-25 15:42:18,469 INFO [train.py:927] (0/8) Epoch 9, batch 15200, giga_loss[loss=0.2397, simple_loss=0.3112, pruned_loss=0.08409, over 12359.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03322, over 51.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3206, pruned_loss=0.08502, over 2474344.34 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06876, over 19678.86 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2992, pruned_loss=0.0695, over 2466646.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05528, over 7803.62 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3218, pruned_loss=0.08569, over 2474698.00 frames. utt_duration=476 frames, utt_pad_proportion=0.07018, over 20860.32 utterances.], batch size: 51, lr: 3.94e-04
2022-08-25 15:44:05,588 INFO [train.py:927] (0/8) Epoch 9, batch 15250, libri_loss[loss=0.1835, simple_loss=0.2527, pruned_loss=0.05712, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009583, over 28.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3189, pruned_loss=0.08434, over 2473942.28 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06854, over 19439.15 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2989, pruned_loss=0.06958, over 2466556.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05584, over 7822.77 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3207, pruned_loss=0.08525, over 2474520.37 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06967, over 20709.83 utterances.], batch size: 28, lr: 3.94e-04
2022-08-25 15:45:52,098 INFO [train.py:927] (0/8) Epoch 9, batch 15300, libri_loss[loss=0.2498, simple_loss=0.3202, pruned_loss=0.08974, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007199, over 37.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3188, pruned_loss=0.08495, over 2473940.93 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06913, over 19964.82 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2995, pruned_loss=0.07021, over 2466902.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05969, over 7922.15 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3202, pruned_loss=0.08543, over 2474243.76 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06879, over 21157.12 utterances.], batch size: 37, lr: 3.94e-04
2022-08-25 15:47:38,723 INFO [train.py:927] (0/8) Epoch 9, batch 15350, giga_loss[loss=0.2232, simple_loss=0.3008, pruned_loss=0.07283, over 12355.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3202, pruned_loss=0.08479, over 2473883.21 frames. utt_duration=507 frames, utt_pad_proportion=0.06504, over 19575.31 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2995, pruned_loss=0.0702, over 2466853.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.05899, over 7907.39 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3215, pruned_loss=0.08536, over 2474265.03 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06525, over 20690.80 utterances.], batch size: 62, lr: 3.94e-04
2022-08-25 15:49:25,983 INFO [train.py:927] (0/8) Epoch 9, batch 15400, giga_loss[loss=0.2323, simple_loss=0.3107, pruned_loss=0.07695, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04747, over 161.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3196, pruned_loss=0.08309, over 2474566.70 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06271, over 19019.46 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2994, pruned_loss=0.07026, over 2467132.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05823, over 7892.45 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3211, pruned_loss=0.08373, over 2474761.09 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06328, over 20111.34 utterances.], batch size: 161, lr: 3.94e-04
2022-08-25 15:51:12,098 INFO [train.py:927] (0/8) Epoch 9, batch 15450, giga_loss[loss=0.2356, simple_loss=0.3259, pruned_loss=0.07267, over 12374.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3209, pruned_loss=0.08258, over 2474970.41 frames. utt_duration=515 frames, utt_pad_proportion=0.06479, over 19280.08 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2995, pruned_loss=0.07044, over 2467195.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.05837, over 7901.02 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3222, pruned_loss=0.08309, over 2475181.42 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06515, over 20295.73 utterances.], batch size: 91, lr: 3.94e-04
2022-08-25 15:52:58,198 INFO [train.py:927] (0/8) Epoch 9, batch 15500, giga_loss[loss=0.2563, simple_loss=0.3308, pruned_loss=0.09093, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0384, over 37.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3231, pruned_loss=0.0844, over 2476015.59 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06588, over 19310.58 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2997, pruned_loss=0.07075, over 2467521.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06152, over 7957.65 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3246, pruned_loss=0.0849, over 2476116.92 frames. utt_duration=487.5 frames, utt_pad_proportion=0.0652, over 20380.24 utterances.], batch size: 37, lr: 3.94e-04
2022-08-25 15:54:44,327 INFO [train.py:927] (0/8) Epoch 9, batch 15550, giga_loss[loss=0.3202, simple_loss=0.3624, pruned_loss=0.139, over 12337.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2087, over 371.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3228, pruned_loss=0.08482, over 2475675.33 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06892, over 19526.94 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3, pruned_loss=0.07101, over 2467444.63 frames. utt_duration=1245 frames, utt_pad_proportion=0.06036, over 7938.91 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3243, pruned_loss=0.08531, over 2476012.08 frames. utt_duration=480.8 frames, utt_pad_proportion=0.0687, over 20662.55 utterances.], batch size: 371, lr: 3.94e-04
2022-08-25 15:56:28,915 INFO [train.py:927] (0/8) Epoch 9, batch 15600, giga_loss[loss=0.2027, simple_loss=0.2947, pruned_loss=0.05532, over 12363.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04483, over 26.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.322, pruned_loss=0.08346, over 2475274.08 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06848, over 19246.70 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3004, pruned_loss=0.07143, over 2467422.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.06287, over 7990.56 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3237, pruned_loss=0.08396, over 2475888.61 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06763, over 20543.47 utterances.], batch size: 26, lr: 3.94e-04
2022-08-25 15:58:14,169 INFO [train.py:927] (0/8) Epoch 9, batch 15650, giga_loss[loss=0.2626, simple_loss=0.3371, pruned_loss=0.09405, over 12338.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.08218, over 2474619.50 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06619, over 18529.41 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3007, pruned_loss=0.07177, over 2467198.68 frames. utt_duration=1237 frames, utt_pad_proportion=0.06268, over 7989.62 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3238, pruned_loss=0.08252, over 2475485.15 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06575, over 19814.26 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:59:59,035 INFO [train.py:927] (0/8) Epoch 9, batch 15700, giga_loss[loss=0.2315, simple_loss=0.3139, pruned_loss=0.07453, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3226, pruned_loss=0.08301, over 2473639.66 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06525, over 19092.00 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3005, pruned_loss=0.0716, over 2466952.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06162, over 7969.95 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3245, pruned_loss=0.08368, over 2474714.52 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06533, over 20382.65 utterances.], batch size: 66, lr: 3.94e-04
2022-08-25 16:01:45,417 INFO [train.py:927] (0/8) Epoch 9, batch 15750, giga_loss[loss=0.2695, simple_loss=0.3386, pruned_loss=0.1001, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03595, over 105.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3223, pruned_loss=0.08378, over 2473979.52 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06541, over 19369.11 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3005, pruned_loss=0.0715, over 2467278.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.06079, over 7950.74 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3242, pruned_loss=0.08459, over 2474671.46 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06577, over 20602.53 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 16:03:32,493 INFO [train.py:927] (0/8) Epoch 9, batch 15800, giga_loss[loss=0.2106, simple_loss=0.2913, pruned_loss=0.06497, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03866, over 113.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3217, pruned_loss=0.08477, over 2474759.16 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07115, over 21059.33 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3011, pruned_loss=0.07193, over 2467217.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06374, over 8016.14 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3229, pruned_loss=0.0852, over 2475456.69 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07027, over 22144.61 utterances.], batch size: 113, lr: 3.94e-04
2022-08-25 16:05:13,814 INFO [train.py:927] (0/8) Epoch 9, batch 15850, giga_loss[loss=0.2464, simple_loss=0.3314, pruned_loss=0.08075, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.08474, over 2475724.91 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0689, over 21578.80 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.301, pruned_loss=0.07192, over 2467408.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06286, over 8012.81 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3221, pruned_loss=0.08531, over 2476254.93 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06861, over 22670.81 utterances.], batch size: 91, lr: 3.94e-04
2022-08-25 16:06:55,331 INFO [train.py:927] (0/8) Epoch 9, batch 15900, giga_loss[loss=0.2388, simple_loss=0.3228, pruned_loss=0.07738, over 12352.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03533, over 104.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08147, over 2475729.11 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06972, over 21476.74 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07192, over 2467552.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06168, over 7982.81 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3183, pruned_loss=0.08217, over 2476207.35 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06985, over 22677.38 utterances.], batch size: 104, lr: 3.93e-04
2022-08-25 16:08:44,390 INFO [train.py:927] (0/8) Epoch 9, batch 15950, giga_loss[loss=0.2098, simple_loss=0.277, pruned_loss=0.07125, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0405, over 34.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3144, pruned_loss=0.08011, over 2476042.34 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06703, over 21129.31 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.301, pruned_loss=0.07185, over 2467886.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06099, over 7966.11 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3158, pruned_loss=0.08085, over 2476222.47 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06749, over 22274.73 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:10:27,631 INFO [train.py:927] (0/8) Epoch 9, batch 16000, giga_loss[loss=0.2358, simple_loss=0.3123, pruned_loss=0.07969, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03171, over 85.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3144, pruned_loss=0.08069, over 2475884.02 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07064, over 21827.60 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3016, pruned_loss=0.07221, over 2467970.88 frames. utt_duration=1238 frames, utt_pad_proportion=0.06085, over 7985.65 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.0811, over 2476102.66 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07092, over 22957.77 utterances.], batch size: 85, lr: 3.93e-04
2022-08-25 16:12:14,476 INFO [train.py:927] (0/8) Epoch 9, batch 16050, giga_loss[loss=0.2968, simple_loss=0.3438, pruned_loss=0.1249, over 12366.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1945, over 367.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08153, over 2475998.62 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07609, over 22604.31 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3015, pruned_loss=0.07222, over 2467690.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.05971, over 7954.39 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08203, over 2476579.99 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07641, over 23832.36 utterances.], batch size: 367, lr: 3.93e-04
2022-08-25 16:13:58,589 INFO [train.py:927] (0/8) Epoch 9, batch 16100, giga_loss[loss=0.2163, simple_loss=0.2916, pruned_loss=0.07053, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04673, over 34.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3148, pruned_loss=0.08197, over 2475906.31 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07955, over 22262.96 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3006, pruned_loss=0.07198, over 2467877.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.06221, over 7967.30 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.317, pruned_loss=0.08299, over 2476553.90 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07922, over 23834.13 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:15:44,565 INFO [train.py:927] (0/8) Epoch 9, batch 16150, giga_loss[loss=0.2223, simple_loss=0.3052, pruned_loss=0.06967, over 12376.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03081, over 51.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3161, pruned_loss=0.08266, over 2475751.40 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07708, over 21684.52 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3006, pruned_loss=0.07215, over 2467935.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06169, over 7971.13 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.08364, over 2476441.36 frames. utt_duration=426 frames, utt_pad_proportion=0.07728, over 23332.21 utterances.], batch size: 51, lr: 3.93e-04
2022-08-25 16:17:34,262 INFO [train.py:927] (0/8) Epoch 9, batch 16200, giga_loss[loss=0.244, simple_loss=0.3219, pruned_loss=0.0831, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3178, pruned_loss=0.0841, over 2475444.01 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08019, over 21849.49 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3005, pruned_loss=0.07216, over 2468267.87 frames. utt_duration=1244 frames, utt_pad_proportion=0.06061, over 7949.05 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.32, pruned_loss=0.08513, over 2475866.82 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0806, over 23491.04 utterances.], batch size: 70, lr: 3.93e-04
2022-08-25 16:19:22,857 INFO [train.py:927] (0/8) Epoch 9, batch 16250, giga_loss[loss=0.2346, simple_loss=0.3261, pruned_loss=0.07155, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04457, over 146.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.319, pruned_loss=0.08436, over 2475443.84 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07958, over 22219.84 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3004, pruned_loss=0.07213, over 2468293.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.05935, over 7915.91 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3214, pruned_loss=0.08558, over 2475954.64 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08049, over 23963.64 utterances.], batch size: 146, lr: 3.93e-04
2022-08-25 16:21:11,591 INFO [train.py:927] (0/8) Epoch 9, batch 16300, giga_loss[loss=0.2503, simple_loss=0.3284, pruned_loss=0.08606, over 12394.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08427, over 2474556.98 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08608, over 23188.00 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3003, pruned_loss=0.07207, over 2468181.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.05916, over 7905.33 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3206, pruned_loss=0.08533, over 2475089.04 frames. utt_duration=403.4 frames, utt_pad_proportion=0.08648, over 24628.41 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:22:55,954 INFO [train.py:927] (0/8) Epoch 9, batch 16350, giga_loss[loss=0.2511, simple_loss=0.3262, pruned_loss=0.08799, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3179, pruned_loss=0.08437, over 2474718.28 frames. utt_duration=434.8 frames, utt_pad_proportion=0.0833, over 22842.70 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3004, pruned_loss=0.07219, over 2467957.37 frames. utt_duration=1255 frames, utt_pad_proportion=0.05846, over 7874.52 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3197, pruned_loss=0.0853, over 2475440.31 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08408, over 24280.99 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:24:42,332 INFO [train.py:927] (0/8) Epoch 9, batch 16400, libri_loss[loss=0.2452, simple_loss=0.3184, pruned_loss=0.08602, over 12412.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0229, over 43.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3182, pruned_loss=0.08465, over 2475006.95 frames. utt_duration=444 frames, utt_pad_proportion=0.0793, over 22372.36 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07266, over 2468267.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.063, over 7973.86 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3193, pruned_loss=0.08513, over 2475393.68 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07892, over 23622.99 utterances.], batch size: 43, lr: 3.93e-04
2022-08-25 16:26:28,941 INFO [train.py:927] (0/8) Epoch 9, batch 16450, giga_loss[loss=0.2277, simple_loss=0.3077, pruned_loss=0.07389, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08619, over 2475006.51 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07789, over 22448.04 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07282, over 2468450.88 frames. utt_duration=1242 frames, utt_pad_proportion=0.06253, over 7960.15 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3207, pruned_loss=0.08655, over 2475215.31 frames. utt_duration=421.6 frames, utt_pad_proportion=0.07783, over 23566.55 utterances.], batch size: 123, lr: 3.93e-04
2022-08-25 16:28:16,434 INFO [train.py:927] (0/8) Epoch 9, batch 16500, libri_loss[loss=0.2678, simple_loss=0.3486, pruned_loss=0.09353, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006254, over 35.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3203, pruned_loss=0.08632, over 2474997.09 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07563, over 22111.69 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3014, pruned_loss=0.07295, over 2468366.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.06204, over 7955.54 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3209, pruned_loss=0.0866, over 2475325.22 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07588, over 23129.03 utterances.], batch size: 35, lr: 3.93e-04
2022-08-25 16:30:01,171 INFO [train.py:927] (0/8) Epoch 9, batch 16550, libri_loss[loss=0.2753, simple_loss=0.4256, pruned_loss=0.06246, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008286, over 29.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3218, pruned_loss=0.08708, over 2475276.43 frames. utt_duration=451 frames, utt_pad_proportion=0.07518, over 22024.73 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07283, over 2468051.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.06088, over 7922.95 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3217, pruned_loss=0.08771, over 2475967.77 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07585, over 23178.62 utterances.], batch size: 29, lr: 3.93e-04
2022-08-25 16:31:47,163 INFO [train.py:927] (0/8) Epoch 9, batch 16600, giga_loss[loss=0.2496, simple_loss=0.3308, pruned_loss=0.08417, over 12371.00 frames. utt_duration=403.8 frames, utt_pad_proportion=0.04319, over 123.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3215, pruned_loss=0.08668, over 2474738.10 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07184, over 21505.50 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3031, pruned_loss=0.07344, over 2468065.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.06019, over 7936.12 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08698, over 2475474.16 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07291, over 22805.13 utterances.], batch size: 123, lr: 3.93e-04
2022-08-25 16:33:34,486 INFO [train.py:927] (0/8) Epoch 9, batch 16650, giga_loss[loss=0.2476, simple_loss=0.3243, pruned_loss=0.08543, over 12196.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.0286, over 39.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.08737, over 2475023.44 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07765, over 22298.22 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3033, pruned_loss=0.07355, over 2468422.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05888, over 7931.30 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3224, pruned_loss=0.08787, over 2475460.16 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07873, over 23735.27 utterances.], batch size: 39, lr: 3.93e-04
2022-08-25 16:35:17,270 INFO [train.py:927] (0/8) Epoch 9, batch 16700, giga_loss[loss=0.371, simple_loss=0.4089, pruned_loss=0.1666, over 12351.00 frames. utt_duration=190.9 frames, utt_pad_proportion=0.1164, over 261.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3226, pruned_loss=0.08736, over 2474543.50 frames. utt_duration=456 frames, utt_pad_proportion=0.07609, over 21774.10 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3033, pruned_loss=0.07351, over 2468262.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.05844, over 7919.01 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3229, pruned_loss=0.08792, over 2475097.51 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07723, over 23044.26 utterances.], batch size: 261, lr: 3.93e-04
2022-08-25 16:37:04,128 INFO [train.py:927] (0/8) Epoch 9, batch 16750, giga_loss[loss=0.2891, simple_loss=0.3614, pruned_loss=0.1084, over 12362.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04288, over 133.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3236, pruned_loss=0.08728, over 2474037.90 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07612, over 21919.76 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3028, pruned_loss=0.07332, over 2468252.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.05785, over 7900.31 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3246, pruned_loss=0.08811, over 2474555.28 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07728, over 23139.84 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:38:48,024 INFO [train.py:927] (0/8) Epoch 9, batch 16800, giga_loss[loss=0.2098, simple_loss=0.2917, pruned_loss=0.06395, over 12304.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03624, over 58.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3218, pruned_loss=0.08601, over 2474061.42 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07528, over 21542.93 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3027, pruned_loss=0.07336, over 2467999.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05713, over 7885.04 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3231, pruned_loss=0.08693, over 2474831.98 frames. utt_duration=435 frames, utt_pad_proportion=0.0766, over 22832.33 utterances.], batch size: 58, lr: 3.93e-04
2022-08-25 16:40:32,642 INFO [train.py:927] (0/8) Epoch 9, batch 16850, giga_loss[loss=0.2522, simple_loss=0.3308, pruned_loss=0.08682, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08607, over 2474546.18 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0734, over 20961.66 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3028, pruned_loss=0.07333, over 2468174.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05606, over 7870.02 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08715, over 2475139.39 frames. utt_duration=445 frames, utt_pad_proportion=0.07508, over 22324.81 utterances.], batch size: 113, lr: 3.93e-04
2022-08-25 16:42:21,527 INFO [train.py:927] (0/8) Epoch 9, batch 16900, giga_loss[loss=0.2599, simple_loss=0.3318, pruned_loss=0.09399, over 12427.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08645, over 2474446.78 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07333, over 20887.41 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07321, over 2467756.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.0542, over 7830.74 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08813, over 2475629.29 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07565, over 22713.02 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:44:07,124 INFO [train.py:927] (0/8) Epoch 9, batch 16950, giga_loss[loss=0.206, simple_loss=0.2864, pruned_loss=0.06282, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03589, over 43.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3224, pruned_loss=0.08753, over 2475361.14 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07945, over 21916.18 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3025, pruned_loss=0.07322, over 2467878.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05399, over 7831.59 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3244, pruned_loss=0.08889, over 2476209.80 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08092, over 23402.71 utterances.], batch size: 43, lr: 3.93e-04
2022-08-25 16:44:55,419 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-228000.pt
2022-08-25 16:45:58,194 INFO [train.py:927] (0/8) Epoch 9, batch 17000, giga_loss[loss=0.2243, simple_loss=0.3002, pruned_loss=0.07427, over 12390.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04518, over 26.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08818, over 2475442.12 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07668, over 21791.85 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3026, pruned_loss=0.07331, over 2468093.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05308, over 7823.97 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3255, pruned_loss=0.08951, over 2476090.29 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07845, over 23308.28 utterances.], batch size: 26, lr: 3.93e-04
2022-08-25 16:47:39,947 INFO [train.py:927] (0/8) Epoch 9, batch 17050, giga_loss[loss=0.2274, simple_loss=0.3084, pruned_loss=0.07322, over 12150.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03073, over 36.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3222, pruned_loss=0.08633, over 2474982.73 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07463, over 21027.37 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3028, pruned_loss=0.07328, over 2467948.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05231, over 7809.56 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3239, pruned_loss=0.08767, over 2475760.22 frames. utt_duration=442 frames, utt_pad_proportion=0.07653, over 22481.68 utterances.], batch size: 36, lr: 3.92e-04
2022-08-25 16:49:22,430 INFO [train.py:927] (0/8) Epoch 9, batch 17100, giga_loss[loss=0.2562, simple_loss=0.3286, pruned_loss=0.09189, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3225, pruned_loss=0.08617, over 2474803.22 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07156, over 20930.29 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3029, pruned_loss=0.07321, over 2468018.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05138, over 7789.39 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3243, pruned_loss=0.08761, over 2475515.52 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07367, over 22403.59 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 16:51:08,395 INFO [train.py:927] (0/8) Epoch 9, batch 17150, giga_loss[loss=0.23, simple_loss=0.307, pruned_loss=0.07654, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.0847, over 2475077.90 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06557, over 19919.73 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.303, pruned_loss=0.07322, over 2468393.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05065, over 7785.63 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08606, over 2475439.79 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06803, over 21319.11 utterances.], batch size: 45, lr: 3.92e-04
2022-08-25 16:52:56,413 INFO [train.py:927] (0/8) Epoch 9, batch 17200, libri_loss[loss=0.2709, simple_loss=0.3461, pruned_loss=0.09784, over 12140.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006479, over 35.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3179, pruned_loss=0.08438, over 2475172.78 frames. utt_duration=479 frames, utt_pad_proportion=0.07285, over 20735.06 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.07364, over 2468281.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05524, over 7864.36 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3188, pruned_loss=0.08515, over 2475642.26 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07298, over 21888.51 utterances.], batch size: 35, lr: 3.92e-04
2022-08-25 16:54:41,997 INFO [train.py:927] (0/8) Epoch 9, batch 17250, giga_loss[loss=0.2285, simple_loss=0.3049, pruned_loss=0.07601, over 12351.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3161, pruned_loss=0.08392, over 2474448.77 frames. utt_duration=476 frames, utt_pad_proportion=0.07463, over 20856.62 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3033, pruned_loss=0.07352, over 2468240.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05463, over 7848.49 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08478, over 2474936.37 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07491, over 21949.55 utterances.], batch size: 359, lr: 3.92e-04
2022-08-25 16:56:26,027 INFO [train.py:927] (0/8) Epoch 9, batch 17300, giga_loss[loss=0.2142, simple_loss=0.3036, pruned_loss=0.06244, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3151, pruned_loss=0.08114, over 2474324.51 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07714, over 21635.01 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07376, over 2468188.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.0639, over 8012.20 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3162, pruned_loss=0.08185, over 2474936.36 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07456, over 22722.85 utterances.], batch size: 91, lr: 3.92e-04
2022-08-25 16:58:10,727 INFO [train.py:927] (0/8) Epoch 9, batch 17350, giga_loss[loss=0.2267, simple_loss=0.3089, pruned_loss=0.07219, over 12425.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3122, pruned_loss=0.0773, over 2474882.59 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07514, over 22579.31 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3031, pruned_loss=0.07349, over 2468002.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06413, over 8013.20 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3135, pruned_loss=0.07816, over 2475618.02 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07322, over 23620.31 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 16:59:55,143 INFO [train.py:927] (0/8) Epoch 9, batch 17400, giga_loss[loss=0.2254, simple_loss=0.3137, pruned_loss=0.06851, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02907, over 91.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.31, pruned_loss=0.07415, over 2475109.40 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07347, over 23008.77 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3035, pruned_loss=0.07383, over 2467993.67 frames. utt_duration=1219 frames, utt_pad_proportion=0.0683, over 8108.78 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3108, pruned_loss=0.07457, over 2475835.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07092, over 24013.94 utterances.], batch size: 91, lr: 3.92e-04
2022-08-25 17:01:39,867 INFO [train.py:927] (0/8) Epoch 9, batch 17450, giga_loss[loss=0.245, simple_loss=0.3227, pruned_loss=0.08365, over 12393.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07863, over 213.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3097, pruned_loss=0.07329, over 2474975.32 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07736, over 23870.83 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3038, pruned_loss=0.07418, over 2467855.47 frames. utt_duration=1218 frames, utt_pad_proportion=0.06802, over 8113.81 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3101, pruned_loss=0.07332, over 2475779.14 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07535, over 24916.76 utterances.], batch size: 213, lr: 3.92e-04
2022-08-25 17:03:25,502 INFO [train.py:927] (0/8) Epoch 9, batch 17500, giga_loss[loss=0.1998, simple_loss=0.2899, pruned_loss=0.05481, over 12349.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04206, over 113.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3058, pruned_loss=0.06996, over 2474927.21 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07545, over 24036.27 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3036, pruned_loss=0.07403, over 2467779.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.0672, over 8073.77 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3065, pruned_loss=0.07009, over 2475755.36 frames. utt_duration=394.8 frames, utt_pad_proportion=0.0742, over 25175.81 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:05:10,094 INFO [train.py:927] (0/8) Epoch 9, batch 17550, giga_loss[loss=0.2098, simple_loss=0.2987, pruned_loss=0.06045, over 12362.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 122.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3055, pruned_loss=0.06934, over 2475864.99 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07469, over 24272.12 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3039, pruned_loss=0.07428, over 2467961.65 frames. utt_duration=1227 frames, utt_pad_proportion=0.06645, over 8054.72 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3058, pruned_loss=0.06917, over 2476470.36 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07399, over 25395.64 utterances.], batch size: 122, lr: 3.92e-04
2022-08-25 17:06:52,021 INFO [train.py:927] (0/8) Epoch 9, batch 17600, giga_loss[loss=0.1948, simple_loss=0.2764, pruned_loss=0.05656, over 12375.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07072, over 212.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3019, pruned_loss=0.06718, over 2475303.91 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07645, over 24274.40 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3031, pruned_loss=0.074, over 2467792.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.0637, over 7985.33 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.303, pruned_loss=0.06699, over 2476360.24 frames. utt_duration=380.4 frames, utt_pad_proportion=0.07666, over 26138.16 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:08:35,496 INFO [train.py:927] (0/8) Epoch 9, batch 17650, libri_loss[loss=0.1913, simple_loss=0.2603, pruned_loss=0.06116, over 12218.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.041, over 27.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2979, pruned_loss=0.06438, over 2474749.31 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07816, over 24241.15 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3027, pruned_loss=0.07382, over 2467475.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.06289, over 7965.66 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.299, pruned_loss=0.06421, over 2476052.03 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07851, over 26110.75 utterances.], batch size: 27, lr: 3.92e-04
2022-08-25 17:10:23,802 INFO [train.py:927] (0/8) Epoch 9, batch 17700, giga_loss[loss=0.2137, simple_loss=0.304, pruned_loss=0.06165, over 12432.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2958, pruned_loss=0.06347, over 2475091.79 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07909, over 25099.17 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.07362, over 2467424.49 frames. utt_duration=1244 frames, utt_pad_proportion=0.06248, over 7946.06 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2969, pruned_loss=0.06342, over 2476215.14 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07945, over 26726.57 utterances.], batch size: 146, lr: 3.92e-04
2022-08-25 17:12:19,043 INFO [train.py:927] (0/8) Epoch 9, batch 17750, giga_loss[loss=0.2298, simple_loss=0.318, pruned_loss=0.07081, over 12287.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02395, over 54.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2971, pruned_loss=0.06343, over 2475725.42 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07953, over 25911.84 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07348, over 2467481.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.06184, over 7918.98 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.06338, over 2476655.34 frames. utt_duration=362.1 frames, utt_pad_proportion=0.08001, over 27471.11 utterances.], batch size: 54, lr: 3.92e-04
2022-08-25 17:14:28,669 INFO [train.py:927] (0/8) Epoch 9, batch 17800, giga_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06119, over 12450.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02978, over 80.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2975, pruned_loss=0.06362, over 2475764.79 frames. utt_duration=387 frames, utt_pad_proportion=0.07657, over 25679.05 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07342, over 2467298.91 frames. utt_duration=1248 frames, utt_pad_proportion=0.06143, over 7915.13 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2982, pruned_loss=0.06351, over 2476777.43 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07726, over 27154.98 utterances.], batch size: 80, lr: 3.92e-04
2022-08-25 17:16:28,669 INFO [train.py:927] (0/8) Epoch 9, batch 17850, giga_loss[loss=0.1643, simple_loss=0.2568, pruned_loss=0.03597, over 12351.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02789, over 48.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2956, pruned_loss=0.06145, over 2475986.41 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07374, over 25115.21 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07324, over 2467390.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.06048, over 7897.95 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2963, pruned_loss=0.06133, over 2476863.30 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07477, over 26618.02 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 17:18:37,360 INFO [train.py:927] (0/8) Epoch 9, batch 17900, giga_loss[loss=0.2075, simple_loss=0.2927, pruned_loss=0.06111, over 12399.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.06716, over 212.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2923, pruned_loss=0.06007, over 2476658.76 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07431, over 25287.28 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3019, pruned_loss=0.07329, over 2467502.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05999, over 7891.00 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05982, over 2477317.06 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07527, over 26636.24 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:20:31,335 INFO [train.py:927] (0/8) Epoch 9, batch 17950, giga_loss[loss=0.1975, simple_loss=0.287, pruned_loss=0.05398, over 12412.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2922, pruned_loss=0.06004, over 2476696.08 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07144, over 25117.27 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3012, pruned_loss=0.07288, over 2467185.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05933, over 7848.52 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.293, pruned_loss=0.05996, over 2477640.64 frames. utt_duration=374.9 frames, utt_pad_proportion=0.07255, over 26528.53 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 17:22:49,163 INFO [train.py:927] (0/8) Epoch 9, batch 18000, giga_loss[loss=0.2158, simple_loss=0.2913, pruned_loss=0.07013, over 12380.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09876, over 256.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.0599, over 2477075.59 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06917, over 24735.44 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3011, pruned_loss=0.0729, over 2467121.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.0582, over 7825.65 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.294, pruned_loss=0.05951, over 2478093.03 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07055, over 26267.72 utterances.], batch size: 256, lr: 3.92e-04
2022-08-25 17:22:49,184 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 17:23:03,445 INFO [train.py:967] (0/8) 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 17:25:05,006 INFO [train.py:927] (0/8) Epoch 9, batch 18050, giga_loss[loss=0.1884, simple_loss=0.277, pruned_loss=0.04992, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02905, over 48.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2919, pruned_loss=0.05919, over 2476926.43 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06704, over 24129.07 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.301, pruned_loss=0.07285, over 2467081.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05747, over 7831.82 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05862, over 2478006.19 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06854, over 25720.77 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 17:27:13,165 INFO [train.py:927] (0/8) Epoch 9, batch 18100, giga_loss[loss=0.2254, simple_loss=0.308, pruned_loss=0.07138, over 12415.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2955, pruned_loss=0.05947, over 2477402.33 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06639, over 24531.28 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3015, pruned_loss=0.07326, over 2467139.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.06142, over 7915.82 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2952, pruned_loss=0.05848, over 2478345.21 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06657, over 25928.30 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 17:29:22,129 INFO [train.py:927] (0/8) Epoch 9, batch 18150, giga_loss[loss=0.1952, simple_loss=0.295, pruned_loss=0.04766, over 12451.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2957, pruned_loss=0.05835, over 2477398.06 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07098, over 25575.04 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.07306, over 2467247.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.0606, over 7877.76 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2957, pruned_loss=0.05751, over 2478235.33 frames. utt_duration=368 frames, utt_pad_proportion=0.07113, over 27025.84 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 17:31:27,900 INFO [train.py:927] (0/8) Epoch 9, batch 18200, giga_loss[loss=0.2288, simple_loss=0.3158, pruned_loss=0.07086, over 12412.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06221, over 211.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2965, pruned_loss=0.05932, over 2477427.75 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06704, over 24586.70 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3011, pruned_loss=0.07302, over 2467022.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05955, over 7862.82 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2965, pruned_loss=0.05831, over 2478548.20 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06773, over 26210.98 utterances.], batch size: 211, lr: 3.91e-04
2022-08-25 17:34:00,043 INFO [train.py:927] (0/8) Epoch 9, batch 18250, giga_loss[loss=0.1917, simple_loss=0.2757, pruned_loss=0.05386, over 12416.00 frames. utt_duration=233.1 frames, utt_pad_proportion=0.08213, over 214.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06037, over 2477288.36 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06933, over 24937.79 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3009, pruned_loss=0.07292, over 2466891.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.05883, over 7841.45 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.297, pruned_loss=0.05936, over 2478556.24 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07002, over 26658.23 utterances.], batch size: 214, lr: 3.91e-04
2022-08-25 17:36:10,617 INFO [train.py:927] (0/8) Epoch 9, batch 18300, giga_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07737, over 12410.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05932, over 2477358.35 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07268, over 25235.49 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3009, pruned_loss=0.07299, over 2466575.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05842, over 7828.80 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.0583, over 2478771.52 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07318, over 26826.27 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:38:15,729 INFO [train.py:927] (0/8) Epoch 9, batch 18350, giga_loss[loss=0.2296, simple_loss=0.3219, pruned_loss=0.06863, over 12433.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03819, over 133.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05941, over 2477045.85 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06754, over 24284.18 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3009, pruned_loss=0.07308, over 2466274.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05762, over 7816.99 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05821, over 2478676.48 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06852, over 25933.17 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:40:16,468 INFO [train.py:927] (0/8) Epoch 9, batch 18400, giga_loss[loss=0.1864, simple_loss=0.287, pruned_loss=0.0429, over 12446.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05598, over 182.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2948, pruned_loss=0.06066, over 2477387.14 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06507, over 23465.72 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07351, over 2466364.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.05549, over 7768.12 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05874, over 2479136.73 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06677, over 25581.76 utterances.], batch size: 182, lr: 3.91e-04
2022-08-25 17:42:23,557 INFO [train.py:927] (0/8) Epoch 9, batch 18450, giga_loss[loss=0.212, simple_loss=0.3023, pruned_loss=0.06088, over 12402.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02945, over 122.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2946, pruned_loss=0.06109, over 2477635.27 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06436, over 23740.23 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.0736, over 2466227.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.05487, over 7758.61 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05934, over 2479283.58 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06595, over 25629.24 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 17:44:39,085 INFO [train.py:927] (0/8) Epoch 9, batch 18500, giga_loss[loss=0.1937, simple_loss=0.2886, pruned_loss=0.04945, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2954, pruned_loss=0.06087, over 2477792.51 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06786, over 24256.71 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07358, over 2466190.19 frames. utt_duration=1268 frames, utt_pad_proportion=0.05545, over 7788.01 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2947, pruned_loss=0.05909, over 2479511.11 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06885, over 26268.38 utterances.], batch size: 75, lr: 3.91e-04
2022-08-25 17:46:51,222 INFO [train.py:927] (0/8) Epoch 9, batch 18550, giga_loss[loss=0.2055, simple_loss=0.2897, pruned_loss=0.06062, over 12432.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02973, over 80.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06042, over 2477775.06 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06729, over 24274.94 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07371, over 2466292.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05522, over 7799.34 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05856, over 2479331.70 frames. utt_duration=379 frames, utt_pad_proportion=0.06828, over 26251.75 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 17:48:49,922 INFO [train.py:927] (0/8) Epoch 9, batch 18600, libri_loss[loss=0.2314, simple_loss=0.3002, pruned_loss=0.08132, over 12326.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005781, over 36.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2909, pruned_loss=0.05982, over 2477982.91 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06858, over 24475.99 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3019, pruned_loss=0.07388, over 2466600.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05576, over 7877.18 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2894, pruned_loss=0.05774, over 2479341.24 frames. utt_duration=375 frames, utt_pad_proportion=0.0693, over 26531.39 utterances.], batch size: 36, lr: 3.91e-04
2022-08-25 17:50:46,705 INFO [train.py:927] (0/8) Epoch 9, batch 18650, giga_loss[loss=0.214, simple_loss=0.2973, pruned_loss=0.06532, over 12417.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.0771, over 213.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2914, pruned_loss=0.06064, over 2477728.01 frames. utt_duration=411.4 frames, utt_pad_proportion=0.071, over 24162.40 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3022, pruned_loss=0.07417, over 2466521.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.05865, over 7924.48 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2897, pruned_loss=0.05834, over 2479177.73 frames. utt_duration=379.7 frames, utt_pad_proportion=0.0707, over 26198.22 utterances.], batch size: 213, lr: 3.91e-04
2022-08-25 17:52:48,158 INFO [train.py:927] (0/8) Epoch 9, batch 18700, giga_loss[loss=0.2291, simple_loss=0.3241, pruned_loss=0.06709, over 12411.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04079, over 105.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.29, pruned_loss=0.05912, over 2477667.37 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06779, over 23957.42 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.302, pruned_loss=0.07393, over 2466404.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05799, over 7910.51 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05703, over 2479295.27 frames. utt_duration=381 frames, utt_pad_proportion=0.06803, over 26112.70 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 17:55:04,854 INFO [train.py:927] (0/8) Epoch 9, batch 18750, giga_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.06501, over 12392.00 frames. utt_duration=376.8 frames, utt_pad_proportion=0.03397, over 132.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2877, pruned_loss=0.05809, over 2477314.91 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06935, over 23874.81 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3016, pruned_loss=0.07375, over 2466393.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.05717, over 7884.03 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2866, pruned_loss=0.05625, over 2478857.47 frames. utt_duration=383.1 frames, utt_pad_proportion=0.0697, over 25962.27 utterances.], batch size: 132, lr: 3.91e-04
2022-08-25 17:57:15,149 INFO [train.py:927] (0/8) Epoch 9, batch 18800, giga_loss[loss=0.1988, simple_loss=0.2798, pruned_loss=0.05896, over 12279.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02581, over 54.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2885, pruned_loss=0.05818, over 2477522.47 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06768, over 23801.93 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07396, over 2466460.22 frames. utt_duration=1240 frames, utt_pad_proportion=0.06108, over 7963.47 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.287, pruned_loss=0.05618, over 2478942.38 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06708, over 25750.84 utterances.], batch size: 54, lr: 3.91e-04
2022-08-25 17:59:13,321 INFO [train.py:927] (0/8) Epoch 9, batch 18850, giga_loss[loss=0.1967, simple_loss=0.2782, pruned_loss=0.05764, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03444, over 105.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2876, pruned_loss=0.05791, over 2477700.53 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06933, over 24429.68 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07399, over 2466431.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06127, over 7979.77 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2863, pruned_loss=0.05611, over 2478995.75 frames. utt_duration=380 frames, utt_pad_proportion=0.06877, over 26173.12 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 18:01:14,496 INFO [train.py:927] (0/8) Epoch 9, batch 18900, giga_loss[loss=0.2322, simple_loss=0.3324, pruned_loss=0.06596, over 12330.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.0319, over 70.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2898, pruned_loss=0.0581, over 2477828.60 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06989, over 24937.14 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3021, pruned_loss=0.07427, over 2466750.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.0616, over 8022.72 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2882, pruned_loss=0.05597, over 2478900.82 frames. utt_duration=372 frames, utt_pad_proportion=0.0694, over 26742.63 utterances.], batch size: 70, lr: 3.91e-04
2022-08-25 18:03:14,072 INFO [train.py:927] (0/8) Epoch 9, batch 18950, giga_loss[loss=0.2003, simple_loss=0.292, pruned_loss=0.05432, over 12417.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04901, over 147.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2902, pruned_loss=0.05769, over 2478290.86 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07101, over 25726.65 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.302, pruned_loss=0.07428, over 2467067.67 frames. utt_duration=1234 frames, utt_pad_proportion=0.06094, over 8005.50 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05579, over 2479010.61 frames. utt_duration=363.4 frames, utt_pad_proportion=0.07074, over 27378.72 utterances.], batch size: 147, lr: 3.91e-04
2022-08-25 18:04:09,699 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-230000.pt
2022-08-25 18:05:23,132 INFO [train.py:927] (0/8) Epoch 9, batch 19000, giga_loss[loss=0.1605, simple_loss=0.2539, pruned_loss=0.03352, over 12433.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05729, over 182.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2882, pruned_loss=0.05651, over 2478217.25 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07122, over 24931.80 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3017, pruned_loss=0.07407, over 2467365.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06004, over 7986.66 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2871, pruned_loss=0.05482, over 2478776.29 frames. utt_duration=373.4 frames, utt_pad_proportion=0.07129, over 26642.70 utterances.], batch size: 182, lr: 3.91e-04
2022-08-25 18:07:25,961 INFO [train.py:927] (0/8) Epoch 9, batch 19050, giga_loss[loss=0.1985, simple_loss=0.28, pruned_loss=0.05846, over 12400.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07465, over 212.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2875, pruned_loss=0.05717, over 2478271.35 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0731, over 24989.45 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3022, pruned_loss=0.07442, over 2467274.30 frames. utt_duration=1219 frames, utt_pad_proportion=0.06714, over 8108.48 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2858, pruned_loss=0.05495, over 2479136.19 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07133, over 26796.87 utterances.], batch size: 212, lr: 3.91e-04
2022-08-25 18:09:32,259 INFO [train.py:927] (0/8) Epoch 9, batch 19100, giga_loss[loss=0.2136, simple_loss=0.2957, pruned_loss=0.06581, over 12436.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02895, over 122.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2895, pruned_loss=0.05825, over 2478093.85 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07552, over 25640.25 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3022, pruned_loss=0.07447, over 2467537.25 frames. utt_duration=1207 frames, utt_pad_proportion=0.07086, over 8190.57 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2877, pruned_loss=0.0559, over 2478917.37 frames. utt_duration=360.5 frames, utt_pad_proportion=0.07314, over 27593.94 utterances.], batch size: 122, lr: 3.91e-04
2022-08-25 18:11:30,511 INFO [train.py:927] (0/8) Epoch 9, batch 19150, giga_loss[loss=0.2069, simple_loss=0.3054, pruned_loss=0.05419, over 12413.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2906, pruned_loss=0.05891, over 2477883.95 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07238, over 25310.40 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.302, pruned_loss=0.07438, over 2467567.40 frames. utt_duration=1210 frames, utt_pad_proportion=0.07013, over 8164.79 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2892, pruned_loss=0.05692, over 2478649.02 frames. utt_duration=367 frames, utt_pad_proportion=0.07085, over 27103.66 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 18:13:37,622 INFO [train.py:927] (0/8) Epoch 9, batch 19200, giga_loss[loss=0.2443, simple_loss=0.3194, pruned_loss=0.08461, over 12416.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03579, over 113.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.05937, over 2478065.42 frames. utt_duration=388.2 frames, utt_pad_proportion=0.0735, over 25615.84 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3025, pruned_loss=0.07473, over 2467671.85 frames. utt_duration=1209 frames, utt_pad_proportion=0.06981, over 8174.09 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05739, over 2478665.46 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07232, over 27164.49 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 18:15:55,404 INFO [train.py:927] (0/8) Epoch 9, batch 19250, giga_loss[loss=0.1875, simple_loss=0.2756, pruned_loss=0.0497, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05892, over 2477816.53 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07033, over 25067.36 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3029, pruned_loss=0.07449, over 2467235.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.06916, over 8144.65 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05736, over 2478806.87 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06975, over 26545.90 utterances.], batch size: 40, lr: 3.91e-04
2022-08-25 18:17:58,020 INFO [train.py:927] (0/8) Epoch 9, batch 19300, giga_loss[loss=0.2163, simple_loss=0.2997, pruned_loss=0.06647, over 12379.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05895, over 2478378.58 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06849, over 25007.75 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3025, pruned_loss=0.07426, over 2467467.59 frames. utt_duration=1220 frames, utt_pad_proportion=0.0677, over 8098.72 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.0575, over 2479249.86 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06852, over 26677.92 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 18:20:04,985 INFO [train.py:927] (0/8) Epoch 9, batch 19350, giga_loss[loss=0.1757, simple_loss=0.2815, pruned_loss=0.03498, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.02782, over 70.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.05843, over 2478257.20 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06641, over 24638.98 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07409, over 2467165.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.06673, over 8070.88 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2893, pruned_loss=0.05718, over 2479402.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06681, over 26275.96 utterances.], batch size: 70, lr: 3.91e-04
2022-08-25 18:22:09,616 INFO [train.py:927] (0/8) Epoch 9, batch 19400, giga_loss[loss=0.2068, simple_loss=0.2997, pruned_loss=0.05694, over 12409.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06621, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2893, pruned_loss=0.05704, over 2478303.58 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06326, over 23719.36 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07399, over 2467236.77 frames. utt_duration=1228 frames, utt_pad_proportion=0.06578, over 8045.71 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2886, pruned_loss=0.05583, over 2479338.99 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06402, over 25338.88 utterances.], batch size: 212, lr: 3.90e-04
2022-08-25 18:23:58,980 INFO [train.py:927] (0/8) Epoch 9, batch 19450, giga_loss[loss=0.2143, simple_loss=0.3036, pruned_loss=0.0625, over 12421.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06936, over 213.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05666, over 2477406.57 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06378, over 23174.23 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07371, over 2467403.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06368, over 7991.83 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2896, pruned_loss=0.05519, over 2478516.38 frames. utt_duration=394.6 frames, utt_pad_proportion=0.065, over 25198.78 utterances.], batch size: 213, lr: 3.90e-04
2022-08-25 18:26:09,204 INFO [train.py:927] (0/8) Epoch 9, batch 19500, giga_loss[loss=0.1977, simple_loss=0.2873, pruned_loss=0.05406, over 12404.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03146, over 122.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05707, over 2477788.63 frames. utt_duration=433 frames, utt_pad_proportion=0.06095, over 22954.87 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3018, pruned_loss=0.07402, over 2467722.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.06335, over 7997.35 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2902, pruned_loss=0.05519, over 2478613.43 frames. utt_duration=398.9 frames, utt_pad_proportion=0.0622, over 24926.53 utterances.], batch size: 122, lr: 3.90e-04
2022-08-25 18:28:17,510 INFO [train.py:927] (0/8) Epoch 9, batch 19550, giga_loss[loss=0.2007, simple_loss=0.2946, pruned_loss=0.05342, over 12400.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07018, over 212.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2915, pruned_loss=0.0575, over 2477238.60 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06698, over 24002.02 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3017, pruned_loss=0.07399, over 2467300.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.0673, over 8077.80 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2903, pruned_loss=0.05533, over 2478754.88 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06644, over 26192.27 utterances.], batch size: 212, lr: 3.90e-04
2022-08-25 18:30:32,353 INFO [train.py:927] (0/8) Epoch 9, batch 19600, giga_loss[loss=0.2223, simple_loss=0.3195, pruned_loss=0.06259, over 12469.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0288, over 98.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05762, over 2477746.51 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06735, over 24355.53 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3021, pruned_loss=0.07409, over 2467222.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.06668, over 8081.78 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2916, pruned_loss=0.05544, over 2479233.55 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06706, over 26447.85 utterances.], batch size: 98, lr: 3.90e-04
2022-08-25 18:32:45,910 INFO [train.py:927] (0/8) Epoch 9, batch 19650, giga_loss[loss=0.2609, simple_loss=0.3265, pruned_loss=0.09766, over 12390.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09889, over 256.00 utterances.], tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05854, over 2477672.12 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06497, over 23885.24 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3022, pruned_loss=0.07424, over 2467539.89 frames. utt_duration=1217 frames, utt_pad_proportion=0.06971, over 8120.68 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2934, pruned_loss=0.0561, over 2478912.78 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06391, over 26054.92 utterances.], batch size: 256, lr: 3.90e-04
2022-08-25 18:35:11,153 INFO [train.py:927] (0/8) Epoch 9, batch 19700, giga_loss[loss=0.1874, simple_loss=0.2836, pruned_loss=0.04561, over 12446.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04758, over 147.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05779, over 2478246.63 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06355, over 24007.74 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3024, pruned_loss=0.07423, over 2467763.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.0692, over 8105.50 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2921, pruned_loss=0.05573, over 2479115.15 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06294, over 25875.69 utterances.], batch size: 147, lr: 3.90e-04
2022-08-25 18:37:16,728 INFO [train.py:927] (0/8) Epoch 9, batch 19750, giga_loss[loss=0.2083, simple_loss=0.3036, pruned_loss=0.05645, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2927, pruned_loss=0.05691, over 2478214.75 frames. utt_duration=415.4 frames, utt_pad_proportion=0.05988, over 23931.79 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07397, over 2467799.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.06812, over 8076.32 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2917, pruned_loss=0.05512, over 2479109.97 frames. utt_duration=385.3 frames, utt_pad_proportion=0.05989, over 25812.16 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 18:39:16,049 INFO [train.py:927] (0/8) Epoch 9, batch 19800, giga_loss[loss=0.2035, simple_loss=0.2934, pruned_loss=0.0568, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.05762, over 2478627.47 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06689, over 25164.83 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3016, pruned_loss=0.0738, over 2467502.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06737, over 8055.26 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2934, pruned_loss=0.05614, over 2479740.79 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06664, over 26884.58 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 18:41:06,115 INFO [train.py:927] (0/8) Epoch 9, batch 19850, giga_loss[loss=0.22, simple_loss=0.2999, pruned_loss=0.07006, over 12379.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03122, over 97.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05739, over 2478023.49 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06516, over 24453.83 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07384, over 2467324.43 frames. utt_duration=1228 frames, utt_pad_proportion=0.06661, over 8043.44 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.292, pruned_loss=0.05599, over 2479197.25 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06525, over 26035.88 utterances.], batch size: 97, lr: 3.90e-04
2022-08-25 18:43:00,699 INFO [train.py:927] (0/8) Epoch 9, batch 19900, giga_loss[loss=0.2243, simple_loss=0.3262, pruned_loss=0.06122, over 12297.00 frames. utt_duration=794.8 frames, utt_pad_proportion=0.0366, over 62.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2949, pruned_loss=0.05914, over 2476857.04 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06559, over 23800.12 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3015, pruned_loss=0.07368, over 2467106.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06503, over 7994.74 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2943, pruned_loss=0.05765, over 2478309.33 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06611, over 25636.40 utterances.], batch size: 62, lr: 3.90e-04
2022-08-25 18:44:43,722 INFO [train.py:927] (0/8) Epoch 9, batch 19950, giga_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.08345, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02797, over 45.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3023, pruned_loss=0.06298, over 2476824.43 frames. utt_duration=447.6 frames, utt_pad_proportion=0.06331, over 22196.59 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07358, over 2467296.96 frames. utt_duration=1239 frames, utt_pad_proportion=0.06405, over 7973.94 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3019, pruned_loss=0.06166, over 2477979.11 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06418, over 23929.72 utterances.], batch size: 45, lr: 3.90e-04
2022-08-25 18:46:24,698 INFO [train.py:927] (0/8) Epoch 9, batch 20000, giga_loss[loss=0.1681, simple_loss=0.2522, pruned_loss=0.04196, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0297, over 48.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2992, pruned_loss=0.06241, over 2476056.07 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06254, over 21134.97 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3011, pruned_loss=0.07348, over 2467499.55 frames. utt_duration=1237 frames, utt_pad_proportion=0.06404, over 7986.78 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2991, pruned_loss=0.06121, over 2476998.49 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06329, over 22811.14 utterances.], batch size: 48, lr: 3.90e-04
2022-08-25 18:48:09,988 INFO [train.py:927] (0/8) Epoch 9, batch 20050, giga_loss[loss=0.2052, simple_loss=0.285, pruned_loss=0.06271, over 12411.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2928, pruned_loss=0.06053, over 2475549.32 frames. utt_duration=489.2 frames, utt_pad_proportion=0.061, over 20297.21 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07332, over 2467603.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06316, over 7973.13 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2927, pruned_loss=0.05951, over 2476352.89 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06198, over 21863.74 utterances.], batch size: 183, lr: 3.90e-04
2022-08-25 18:49:52,264 INFO [train.py:927] (0/8) Epoch 9, batch 20100, giga_loss[loss=0.1747, simple_loss=0.2599, pruned_loss=0.0448, over 12336.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.03041, over 28.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2851, pruned_loss=0.05813, over 2475075.95 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06175, over 20042.99 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.301, pruned_loss=0.07325, over 2467512.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06208, over 7958.09 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2848, pruned_loss=0.05707, over 2475951.66 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06282, over 21574.28 utterances.], batch size: 28, lr: 3.90e-04
2022-08-25 18:51:35,237 INFO [train.py:927] (0/8) Epoch 9, batch 20150, giga_loss[loss=0.1753, simple_loss=0.2596, pruned_loss=0.04554, over 12268.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0253, over 54.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2798, pruned_loss=0.05649, over 2474797.43 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06588, over 20048.28 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.301, pruned_loss=0.07335, over 2467759.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.06133, over 7947.80 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2793, pruned_loss=0.05536, over 2475367.73 frames. utt_duration=463.6 frames, utt_pad_proportion=0.0667, over 21420.88 utterances.], batch size: 54, lr: 3.90e-04
2022-08-25 18:53:19,151 INFO [train.py:927] (0/8) Epoch 9, batch 20200, giga_loss[loss=0.1723, simple_loss=0.2464, pruned_loss=0.04915, over 12305.00 frames. utt_duration=1590 frames, utt_pad_proportion=0.04575, over 31.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2744, pruned_loss=0.0545, over 2474450.48 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06796, over 19896.07 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3006, pruned_loss=0.07311, over 2467402.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.06023, over 7910.47 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2738, pruned_loss=0.0534, over 2475411.83 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06898, over 21316.34 utterances.], batch size: 31, lr: 3.90e-04
2022-08-25 18:55:00,062 INFO [train.py:927] (0/8) Epoch 9, batch 20250, giga_loss[loss=0.1513, simple_loss=0.2367, pruned_loss=0.03291, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02776, over 48.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2703, pruned_loss=0.05297, over 2473677.74 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06613, over 19432.92 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3005, pruned_loss=0.0731, over 2467324.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.05867, over 7868.22 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.269, pruned_loss=0.05147, over 2474734.21 frames. utt_duration=473 frames, utt_pad_proportion=0.06768, over 20990.85 utterances.], batch size: 48, lr: 3.90e-04
2022-08-25 18:56:40,906 INFO [train.py:927] (0/8) Epoch 9, batch 20300, giga_loss[loss=0.1543, simple_loss=0.2411, pruned_loss=0.03378, over 12431.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03567, over 113.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2653, pruned_loss=0.05069, over 2473814.16 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06164, over 18645.69 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3, pruned_loss=0.0729, over 2467428.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.05811, over 7839.36 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2642, pruned_loss=0.04941, over 2474648.74 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06343, over 20048.44 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:58:19,232 INFO [train.py:927] (0/8) Epoch 9, batch 20350, giga_loss[loss=0.148, simple_loss=0.2345, pruned_loss=0.03076, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04773, over 31.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2614, pruned_loss=0.04948, over 2473972.88 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05998, over 17958.47 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3001, pruned_loss=0.07309, over 2467763.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.0567, over 7813.24 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.2594, pruned_loss=0.04758, over 2474554.28 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06213, over 19443.28 utterances.], batch size: 31, lr: 3.90e-04
2022-08-25 18:59:59,879 INFO [train.py:927] (0/8) Epoch 9, batch 20400, giga_loss[loss=0.2458, simple_loss=0.3305, pruned_loss=0.08057, over 12436.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03845, over 123.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2669, pruned_loss=0.05247, over 2473652.07 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06394, over 18094.02 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3003, pruned_loss=0.07336, over 2467777.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05972, over 7872.88 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2636, pruned_loss=0.04977, over 2474353.53 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06459, over 19680.63 utterances.], batch size: 123, lr: 3.90e-04
2022-08-25 19:01:41,336 INFO [train.py:927] (0/8) Epoch 9, batch 20450, giga_loss[loss=0.2178, simple_loss=0.3047, pruned_loss=0.06543, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2792, pruned_loss=0.05849, over 2473876.50 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06523, over 18893.53 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3007, pruned_loss=0.07353, over 2468013.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.06049, over 7916.09 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2758, pruned_loss=0.05587, over 2474320.68 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06542, over 20322.60 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 19:03:23,444 INFO [train.py:927] (0/8) Epoch 9, batch 20500, giga_loss[loss=0.2197, simple_loss=0.3172, pruned_loss=0.06112, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05989, over 182.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2859, pruned_loss=0.06052, over 2473997.13 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06354, over 18574.67 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3005, pruned_loss=0.07348, over 2468117.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05974, over 7895.84 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.283, pruned_loss=0.05825, over 2474363.37 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06409, over 19912.29 utterances.], batch size: 182, lr: 3.90e-04
2022-08-25 19:05:07,557 INFO [train.py:927] (0/8) Epoch 9, batch 20550, giga_loss[loss=0.2078, simple_loss=0.2977, pruned_loss=0.05891, over 12308.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02945, over 74.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2899, pruned_loss=0.06201, over 2473658.24 frames. utt_duration=531 frames, utt_pad_proportion=0.06707, over 18685.47 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3012, pruned_loss=0.07379, over 2468124.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.0639, over 7986.49 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2867, pruned_loss=0.05961, over 2474061.50 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06572, over 19905.75 utterances.], batch size: 74, lr: 3.89e-04
2022-08-25 19:06:50,645 INFO [train.py:927] (0/8) Epoch 9, batch 20600, giga_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07896, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2934, pruned_loss=0.06404, over 2473992.22 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06968, over 18561.98 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3014, pruned_loss=0.07401, over 2468206.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06741, over 8050.95 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2905, pruned_loss=0.06173, over 2474331.56 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06708, over 19659.89 utterances.], batch size: 97, lr: 3.89e-04
2022-08-25 19:08:30,807 INFO [train.py:927] (0/8) Epoch 9, batch 20650, giga_loss[loss=0.299, simple_loss=0.3628, pruned_loss=0.1176, over 12387.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2978, pruned_loss=0.066, over 2473767.32 frames. utt_duration=537.6 frames, utt_pad_proportion=0.07112, over 18458.16 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3013, pruned_loss=0.07398, over 2468454.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.06654, over 8037.67 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2954, pruned_loss=0.06398, over 2473952.21 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06931, over 19583.96 utterances.], batch size: 259, lr: 3.89e-04
2022-08-25 19:10:12,587 INFO [train.py:927] (0/8) Epoch 9, batch 20700, giga_loss[loss=0.2077, simple_loss=0.2995, pruned_loss=0.05793, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03397, over 58.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3007, pruned_loss=0.06667, over 2473555.67 frames. utt_duration=534 frames, utt_pad_proportion=0.07102, over 18580.50 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3015, pruned_loss=0.07414, over 2468393.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06608, over 8030.28 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.06488, over 2473808.23 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06979, over 19570.04 utterances.], batch size: 58, lr: 3.89e-04
2022-08-25 19:11:54,884 INFO [train.py:927] (0/8) Epoch 9, batch 20750, giga_loss[loss=0.2202, simple_loss=0.3182, pruned_loss=0.06105, over 12304.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02441, over 54.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.301, pruned_loss=0.06527, over 2472851.91 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06845, over 17499.63 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.301, pruned_loss=0.07386, over 2468168.97 frames. utt_duration=1234 frames, utt_pad_proportion=0.06563, over 8009.32 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2999, pruned_loss=0.06387, over 2473383.77 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06776, over 18584.68 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:13:34,834 INFO [train.py:927] (0/8) Epoch 9, batch 20800, giga_loss[loss=0.225, simple_loss=0.309, pruned_loss=0.07052, over 12450.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03116, over 55.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3021, pruned_loss=0.06517, over 2473487.84 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06388, over 16982.67 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07388, over 2468187.54 frames. utt_duration=1235 frames, utt_pad_proportion=0.06491, over 8005.09 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.301, pruned_loss=0.06388, over 2473999.92 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06384, over 18015.90 utterances.], batch size: 55, lr: 3.89e-04
2022-08-25 19:15:17,790 INFO [train.py:927] (0/8) Epoch 9, batch 20850, giga_loss[loss=0.2063, simple_loss=0.2968, pruned_loss=0.05788, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0274, over 91.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3037, pruned_loss=0.06743, over 2474181.18 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05928, over 16649.78 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3009, pruned_loss=0.0737, over 2468398.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06373, over 7986.90 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3031, pruned_loss=0.06638, over 2474561.99 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05997, over 17741.42 utterances.], batch size: 91, lr: 3.89e-04
2022-08-25 19:17:01,818 INFO [train.py:927] (0/8) Epoch 9, batch 20900, giga_loss[loss=0.2092, simple_loss=0.2819, pruned_loss=0.06828, over 12360.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 366.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3036, pruned_loss=0.06855, over 2473367.97 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05939, over 16451.10 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3008, pruned_loss=0.07377, over 2468275.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06254, over 7972.28 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3033, pruned_loss=0.06751, over 2473959.52 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06033, over 17569.60 utterances.], batch size: 366, lr: 3.89e-04
2022-08-25 19:18:46,106 INFO [train.py:927] (0/8) Epoch 9, batch 20950, giga_loss[loss=0.2344, simple_loss=0.3157, pruned_loss=0.07651, over 12401.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07776, over 213.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.06836, over 2473798.67 frames. utt_duration=612 frames, utt_pad_proportion=0.05548, over 16208.74 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3008, pruned_loss=0.07378, over 2468430.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06149, over 7964.06 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.302, pruned_loss=0.06741, over 2474267.01 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05685, over 17298.21 utterances.], batch size: 213, lr: 3.89e-04
2022-08-25 19:19:35,080 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-232000.pt
2022-08-25 19:20:38,925 INFO [train.py:927] (0/8) Epoch 9, batch 21000, giga_loss[loss=0.2071, simple_loss=0.2901, pruned_loss=0.06205, over 12390.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.301, pruned_loss=0.06783, over 2473352.32 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05634, over 16827.89 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3008, pruned_loss=0.07378, over 2468430.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06149, over 7964.06 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06709, over 2473716.84 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05734, over 17675.83 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:20:38,959 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 19:20:52,829 INFO [train.py:967] (0/8) 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] (0/8) Epoch 9, batch 21050, giga_loss[loss=0.2292, simple_loss=0.296, pruned_loss=0.08116, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2968, pruned_loss=0.0662, over 2473044.13 frames. utt_duration=554.1 frames, utt_pad_proportion=0.064, over 17901.28 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3006, pruned_loss=0.07354, over 2468082.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.06037, over 7927.33 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2968, pruned_loss=0.06567, over 2473770.00 frames. utt_duration=527 frames, utt_pad_proportion=0.06488, over 18828.33 utterances.], batch size: 258, lr: 3.89e-04
2022-08-25 19:24:18,007 INFO [train.py:927] (0/8) Epoch 9, batch 21100, giga_loss[loss=0.1764, simple_loss=0.2527, pruned_loss=0.05006, over 12461.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2928, pruned_loss=0.06486, over 2473078.80 frames. utt_duration=533.9 frames, utt_pad_proportion=0.07217, over 18581.28 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3002, pruned_loss=0.07328, over 2467851.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.05889, over 7886.34 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.293, pruned_loss=0.06442, over 2474059.11 frames. utt_duration=504 frames, utt_pad_proportion=0.073, over 19694.32 utterances.], batch size: 86, lr: 3.89e-04
2022-08-25 19:26:01,878 INFO [train.py:927] (0/8) Epoch 9, batch 21150, giga_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.05002, over 12385.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2925, pruned_loss=0.06447, over 2472325.33 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07232, over 18861.12 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2994, pruned_loss=0.0729, over 2467249.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05764, over 7850.92 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2931, pruned_loss=0.06414, over 2473858.98 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07362, over 20206.10 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:27:43,644 INFO [train.py:927] (0/8) Epoch 9, batch 21200, giga_loss[loss=0.2253, simple_loss=0.2979, pruned_loss=0.07638, over 12422.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03143, over 80.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2896, pruned_loss=0.06349, over 2471036.57 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06847, over 17495.48 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2989, pruned_loss=0.0726, over 2466863.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05611, over 7816.70 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2903, pruned_loss=0.06322, over 2472751.46 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07059, over 18938.67 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:29:26,819 INFO [train.py:927] (0/8) Epoch 9, batch 21250, giga_loss[loss=0.2155, simple_loss=0.2972, pruned_loss=0.06691, over 12374.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.287, pruned_loss=0.06259, over 2471926.36 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06487, over 17231.23 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2994, pruned_loss=0.07297, over 2467217.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.05549, over 7823.22 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2869, pruned_loss=0.06185, over 2473036.23 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06715, over 18549.56 utterances.], batch size: 161, lr: 3.89e-04
2022-08-25 19:31:07,177 INFO [train.py:927] (0/8) Epoch 9, batch 21300, giga_loss[loss=0.1843, simple_loss=0.2723, pruned_loss=0.04811, over 12415.00 frames. utt_duration=710.9 frames, utt_pad_proportion=0.02479, over 70.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.285, pruned_loss=0.06213, over 2471822.11 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06362, over 16848.43 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2993, pruned_loss=0.07307, over 2467377.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05424, over 7797.70 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2846, pruned_loss=0.06118, over 2472702.12 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06616, over 18180.15 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:32:50,529 INFO [train.py:927] (0/8) Epoch 9, batch 21350, giga_loss[loss=0.2011, simple_loss=0.2732, pruned_loss=0.06449, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0256, over 45.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2818, pruned_loss=0.06087, over 2470904.51 frames. utt_duration=627.9 frames, utt_pad_proportion=0.05918, over 15779.26 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2988, pruned_loss=0.07274, over 2466956.47 frames. utt_duration=1275 frames, utt_pad_proportion=0.05226, over 7748.83 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2812, pruned_loss=0.05986, over 2472206.12 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06264, over 17298.32 utterances.], batch size: 45, lr: 3.89e-04
2022-08-25 19:34:31,999 INFO [train.py:927] (0/8) Epoch 9, batch 21400, giga_loss[loss=0.1806, simple_loss=0.2651, pruned_loss=0.04807, over 12334.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2814, pruned_loss=0.06078, over 2471669.77 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05837, over 15921.70 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3, pruned_loss=0.07312, over 2467178.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.05204, over 7770.23 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2794, pruned_loss=0.05932, over 2472636.63 frames. utt_duration=572 frames, utt_pad_proportion=0.0614, over 17336.02 utterances.], batch size: 91, lr: 3.89e-04
2022-08-25 19:36:18,035 INFO [train.py:927] (0/8) Epoch 9, batch 21450, giga_loss[loss=0.2178, simple_loss=0.2967, pruned_loss=0.06945, over 12398.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02558, over 91.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2815, pruned_loss=0.06073, over 2471181.02 frames. utt_duration=611 frames, utt_pad_proportion=0.06207, over 16216.85 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3002, pruned_loss=0.07324, over 2467332.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.05607, over 7841.09 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2793, pruned_loss=0.05922, over 2471884.75 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06271, over 17435.00 utterances.], batch size: 91, lr: 3.89e-04
2022-08-25 19:38:02,511 INFO [train.py:927] (0/8) Epoch 9, batch 21500, giga_loss[loss=0.2073, simple_loss=0.2821, pruned_loss=0.06622, over 12447.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04683, over 34.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2849, pruned_loss=0.06305, over 2471573.49 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06239, over 16181.43 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3006, pruned_loss=0.07363, over 2467254.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06366, over 7968.07 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2823, pruned_loss=0.06109, over 2472366.42 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06013, over 17360.65 utterances.], batch size: 34, lr: 3.89e-04
2022-08-25 19:39:42,728 INFO [train.py:927] (0/8) Epoch 9, batch 21550, giga_loss[loss=0.2496, simple_loss=0.3162, pruned_loss=0.09152, over 12365.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1967, over 366.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2915, pruned_loss=0.06691, over 2471981.03 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06863, over 17001.13 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3005, pruned_loss=0.07364, over 2467458.64 frames. utt_duration=1235 frames, utt_pad_proportion=0.06346, over 8004.54 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.289, pruned_loss=0.06505, over 2472555.91 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06659, over 18189.50 utterances.], batch size: 366, lr: 3.89e-04
2022-08-25 19:41:25,997 INFO [train.py:927] (0/8) Epoch 9, batch 21600, giga_loss[loss=0.2426, simple_loss=0.3273, pruned_loss=0.07893, over 12384.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02742, over 66.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2965, pruned_loss=0.06843, over 2472422.55 frames. utt_duration=570.4 frames, utt_pad_proportion=0.07155, over 17383.50 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3005, pruned_loss=0.07345, over 2468013.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06224, over 7990.50 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2944, pruned_loss=0.06698, over 2472482.49 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0703, over 18549.92 utterances.], batch size: 66, lr: 3.89e-04
2022-08-25 19:43:07,296 INFO [train.py:927] (0/8) Epoch 9, batch 21650, libri_loss[loss=0.227, simple_loss=0.3017, pruned_loss=0.07616, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00798, over 31.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3018, pruned_loss=0.07042, over 2472921.90 frames. utt_duration=544 frames, utt_pad_proportion=0.07383, over 18232.98 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3001, pruned_loss=0.07312, over 2467737.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06066, over 7937.97 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06938, over 2473375.14 frames. utt_duration=507 frames, utt_pad_proportion=0.0734, over 19570.45 utterances.], batch size: 31, lr: 3.89e-04
2022-08-25 19:44:49,613 INFO [train.py:927] (0/8) Epoch 9, batch 21700, giga_loss[loss=0.2437, simple_loss=0.3023, pruned_loss=0.0926, over 12375.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3009, pruned_loss=0.06904, over 2473216.72 frames. utt_duration=530.1 frames, utt_pad_proportion=0.07873, over 18714.85 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3006, pruned_loss=0.07353, over 2467899.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06906, over 8094.54 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2994, pruned_loss=0.06772, over 2473615.19 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0752, over 20002.92 utterances.], batch size: 367, lr: 3.89e-04
2022-08-25 19:46:33,138 INFO [train.py:927] (0/8) Epoch 9, batch 21750, giga_loss[loss=0.2259, simple_loss=0.303, pruned_loss=0.07437, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03005, over 45.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3003, pruned_loss=0.06797, over 2473062.18 frames. utt_duration=519.3 frames, utt_pad_proportion=0.07585, over 19102.78 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3007, pruned_loss=0.07358, over 2467946.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06802, over 8073.77 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.06679, over 2473436.57 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07371, over 20338.61 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 19:48:17,924 INFO [train.py:927] (0/8) Epoch 9, batch 21800, giga_loss[loss=0.2334, simple_loss=0.3166, pruned_loss=0.07509, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02909, over 74.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3013, pruned_loss=0.06826, over 2472016.45 frames. utt_duration=540.6 frames, utt_pad_proportion=0.07454, over 18341.01 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3001, pruned_loss=0.07331, over 2467648.51 frames. utt_duration=1226 frames, utt_pad_proportion=0.06774, over 8059.72 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3007, pruned_loss=0.06741, over 2472700.11 frames. utt_duration=507 frames, utt_pad_proportion=0.073, over 19568.10 utterances.], batch size: 74, lr: 3.88e-04
2022-08-25 19:50:01,136 INFO [train.py:927] (0/8) Epoch 9, batch 21850, giga_loss[loss=0.2155, simple_loss=0.3015, pruned_loss=0.06477, over 12359.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03463, over 104.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.303, pruned_loss=0.0697, over 2471759.49 frames. utt_duration=535 frames, utt_pad_proportion=0.07438, over 18530.88 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07326, over 2467825.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.06725, over 8046.14 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3027, pruned_loss=0.06902, over 2472169.42 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07337, over 19597.31 utterances.], batch size: 104, lr: 3.88e-04
2022-08-25 19:51:45,673 INFO [train.py:927] (0/8) Epoch 9, batch 21900, giga_loss[loss=0.2013, simple_loss=0.2871, pruned_loss=0.05769, over 12311.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05128, over 26.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.07067, over 2472721.20 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0683, over 17796.66 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3, pruned_loss=0.07316, over 2468210.83 frames. utt_duration=1230 frames, utt_pad_proportion=0.06599, over 8038.04 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3038, pruned_loss=0.07015, over 2472802.41 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06829, over 18885.25 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 19:53:29,899 INFO [train.py:927] (0/8) Epoch 9, batch 21950, giga_loss[loss=0.2197, simple_loss=0.3019, pruned_loss=0.06872, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3048, pruned_loss=0.07111, over 2472013.54 frames. utt_duration=554.9 frames, utt_pad_proportion=0.07173, over 17867.04 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07284, over 2467839.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06409, over 7991.36 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.07094, over 2472583.29 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0724, over 19171.61 utterances.], batch size: 48, lr: 3.88e-04
2022-08-25 19:55:12,108 INFO [train.py:927] (0/8) Epoch 9, batch 22000, giga_loss[loss=0.2283, simple_loss=0.3152, pruned_loss=0.07073, over 12254.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3054, pruned_loss=0.07062, over 2471933.35 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06822, over 16996.19 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07281, over 2467805.15 frames. utt_duration=1238 frames, utt_pad_proportion=0.06366, over 7980.50 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3058, pruned_loss=0.07048, over 2472448.81 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06919, over 18118.03 utterances.], batch size: 54, lr: 3.88e-04
2022-08-25 19:56:55,114 INFO [train.py:927] (0/8) Epoch 9, batch 22050, libri_loss[loss=0.187, simple_loss=0.2683, pruned_loss=0.0529, over 12181.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008237, over 30.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06966, over 2471675.17 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06462, over 16365.75 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2992, pruned_loss=0.07251, over 2467551.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06243, over 7939.45 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3046, pruned_loss=0.06977, over 2472473.82 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06617, over 17542.56 utterances.], batch size: 30, lr: 3.88e-04
2022-08-25 19:58:37,910 INFO [train.py:927] (0/8) Epoch 9, batch 22100, giga_loss[loss=0.224, simple_loss=0.2981, pruned_loss=0.07489, over 12220.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03858, over 28.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3028, pruned_loss=0.07022, over 2471520.44 frames. utt_duration=616 frames, utt_pad_proportion=0.06605, over 16089.03 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2987, pruned_loss=0.07238, over 2467367.58 frames. utt_duration=1242 frames, utt_pad_proportion=0.06508, over 7959.05 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07034, over 2472457.28 frames. utt_duration=572.3 frames, utt_pad_proportion=0.0663, over 17326.73 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 20:00:18,808 INFO [train.py:927] (0/8) Epoch 9, batch 22150, libri_loss[loss=0.2119, simple_loss=0.288, pruned_loss=0.06788, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005363, over 35.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3034, pruned_loss=0.0706, over 2471027.19 frames. utt_duration=654.6 frames, utt_pad_proportion=0.06109, over 15135.08 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2988, pruned_loss=0.0723, over 2467676.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.06292, over 7935.28 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3045, pruned_loss=0.07068, over 2471644.06 frames. utt_duration=601.7 frames, utt_pad_proportion=0.0626, over 16471.39 utterances.], batch size: 35, lr: 3.88e-04
2022-08-25 20:02:02,947 INFO [train.py:927] (0/8) Epoch 9, batch 22200, giga_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.0866, over 12366.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06029, over 182.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3038, pruned_loss=0.07064, over 2471732.09 frames. utt_duration=638.3 frames, utt_pad_proportion=0.06134, over 15526.19 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2986, pruned_loss=0.07215, over 2467490.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.06221, over 7924.33 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3049, pruned_loss=0.07082, over 2472445.71 frames. utt_duration=594 frames, utt_pad_proportion=0.06277, over 16690.90 utterances.], batch size: 182, lr: 3.88e-04
2022-08-25 20:03:45,754 INFO [train.py:927] (0/8) Epoch 9, batch 22250, giga_loss[loss=0.2084, simple_loss=0.2902, pruned_loss=0.06331, over 12363.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3027, pruned_loss=0.0704, over 2471893.02 frames. utt_duration=653.7 frames, utt_pad_proportion=0.06137, over 15160.94 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2983, pruned_loss=0.07198, over 2467331.65 frames. utt_duration=1250 frames, utt_pad_proportion=0.06187, over 7904.89 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.07064, over 2472727.35 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06268, over 16311.64 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 20:05:28,039 INFO [train.py:927] (0/8) Epoch 9, batch 22300, giga_loss[loss=0.2029, simple_loss=0.2873, pruned_loss=0.05927, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04225, over 33.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3004, pruned_loss=0.06965, over 2471899.34 frames. utt_duration=672 frames, utt_pad_proportion=0.05962, over 14745.46 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2983, pruned_loss=0.07223, over 2467751.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.0608, over 7877.00 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3015, pruned_loss=0.06954, over 2472313.41 frames. utt_duration=623.7 frames, utt_pad_proportion=0.06132, over 15893.28 utterances.], batch size: 33, lr: 3.88e-04
2022-08-25 20:07:09,884 INFO [train.py:927] (0/8) Epoch 9, batch 22350, giga_loss[loss=0.2486, simple_loss=0.3202, pruned_loss=0.08851, over 12454.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02952, over 55.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2987, pruned_loss=0.06925, over 2471967.84 frames. utt_duration=663.5 frames, utt_pad_proportion=0.06456, over 14936.95 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2985, pruned_loss=0.07247, over 2467645.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.0593, over 7873.69 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2994, pruned_loss=0.06883, over 2472547.02 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06633, over 16161.95 utterances.], batch size: 55, lr: 3.88e-04
2022-08-25 20:08:51,895 INFO [train.py:927] (0/8) Epoch 9, batch 22400, giga_loss[loss=0.1963, simple_loss=0.2825, pruned_loss=0.05505, over 12380.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.296, pruned_loss=0.06776, over 2472004.82 frames. utt_duration=659.1 frames, utt_pad_proportion=0.05959, over 15035.91 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2981, pruned_loss=0.07218, over 2467488.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.05835, over 7840.17 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.297, pruned_loss=0.0676, over 2472702.53 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06177, over 16212.95 utterances.], batch size: 70, lr: 3.88e-04
2022-08-25 20:10:34,425 INFO [train.py:927] (0/8) Epoch 9, batch 22450, giga_loss[loss=0.1608, simple_loss=0.2435, pruned_loss=0.03906, over 12296.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05166, over 26.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2936, pruned_loss=0.0671, over 2472042.04 frames. utt_duration=641.7 frames, utt_pad_proportion=0.06002, over 15445.61 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2983, pruned_loss=0.0724, over 2467448.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05737, over 7838.77 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.06659, over 2472816.58 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06217, over 16674.58 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 20:12:16,211 INFO [train.py:927] (0/8) Epoch 9, batch 22500, giga_loss[loss=0.1806, simple_loss=0.2653, pruned_loss=0.04795, over 12387.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02985, over 62.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06663, over 2471778.92 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06216, over 16214.73 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2984, pruned_loss=0.07239, over 2467423.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05632, over 7815.98 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2938, pruned_loss=0.0661, over 2472529.37 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06417, over 17409.56 utterances.], batch size: 62, lr: 3.88e-04
2022-08-25 20:13:58,954 INFO [train.py:927] (0/8) Epoch 9, batch 22550, giga_loss[loss=0.2149, simple_loss=0.3135, pruned_loss=0.0582, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03364, over 58.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2952, pruned_loss=0.06638, over 2471976.31 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06166, over 17245.01 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.07219, over 2467099.61 frames. utt_duration=1265 frames, utt_pad_proportion=0.05581, over 7807.78 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2956, pruned_loss=0.06606, over 2472921.85 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06342, over 18318.40 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:15:38,213 INFO [train.py:927] (0/8) Epoch 9, batch 22600, giga_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06616, over 12352.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03336, over 51.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.295, pruned_loss=0.06531, over 2472925.99 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06217, over 17637.94 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2981, pruned_loss=0.07234, over 2467347.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05932, over 7870.21 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2952, pruned_loss=0.06478, over 2473575.08 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06237, over 18664.44 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 20:17:19,155 INFO [train.py:927] (0/8) Epoch 9, batch 22650, giga_loss[loss=0.2165, simple_loss=0.2883, pruned_loss=0.07235, over 12130.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03639, over 30.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2934, pruned_loss=0.06437, over 2473235.66 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06231, over 17570.85 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.0723, over 2467291.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.06299, over 7935.13 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2936, pruned_loss=0.06394, over 2473863.30 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0612, over 18415.77 utterances.], batch size: 30, lr: 3.88e-04
2022-08-25 20:19:01,926 INFO [train.py:927] (0/8) Epoch 9, batch 22700, giga_loss[loss=0.1989, simple_loss=0.2819, pruned_loss=0.05793, over 12450.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0369, over 26.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2934, pruned_loss=0.06406, over 2473635.27 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05718, over 17000.03 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2977, pruned_loss=0.07199, over 2467297.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06181, over 7904.05 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.06383, over 2474253.00 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17910.05 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 20:20:45,366 INFO [train.py:927] (0/8) Epoch 9, batch 22750, giga_loss[loss=0.2253, simple_loss=0.3042, pruned_loss=0.07315, over 12301.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03355, over 51.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2953, pruned_loss=0.0643, over 2473440.05 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05825, over 16960.83 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2976, pruned_loss=0.07188, over 2467205.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.06137, over 7889.04 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2957, pruned_loss=0.06414, over 2474082.24 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05821, over 17779.36 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 20:22:26,545 INFO [train.py:927] (0/8) Epoch 9, batch 22800, giga_loss[loss=0.1913, simple_loss=0.2715, pruned_loss=0.05557, over 12127.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04265, over 33.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2962, pruned_loss=0.06482, over 2472833.29 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05991, over 16578.12 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2978, pruned_loss=0.07189, over 2467256.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.06396, over 7935.60 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2963, pruned_loss=0.06446, over 2473485.33 frames. utt_duration=568 frames, utt_pad_proportion=0.05873, over 17464.18 utterances.], batch size: 33, lr: 3.88e-04
2022-08-25 20:24:07,465 INFO [train.py:927] (0/8) Epoch 9, batch 22850, libri_loss[loss=0.2426, simple_loss=0.3117, pruned_loss=0.08673, over 12120.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005676, over 32.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2972, pruned_loss=0.06499, over 2472550.74 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06152, over 16423.38 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2982, pruned_loss=0.07215, over 2466800.29 frames. utt_duration=1245 frames, utt_pad_proportion=0.06296, over 7936.92 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06418, over 2473727.65 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0609, over 17469.97 utterances.], batch size: 32, lr: 3.88e-04
2022-08-25 20:25:50,698 INFO [train.py:927] (0/8) Epoch 9, batch 22900, giga_loss[loss=0.1763, simple_loss=0.2707, pruned_loss=0.04095, over 12460.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03074, over 75.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.297, pruned_loss=0.06486, over 2473085.76 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06118, over 17001.25 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2985, pruned_loss=0.0723, over 2466932.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06663, over 8004.21 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06393, over 2474034.32 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05928, over 17971.61 utterances.], batch size: 75, lr: 3.88e-04
2022-08-25 20:27:30,991 INFO [train.py:927] (0/8) Epoch 9, batch 22950, giga_loss[loss=0.2098, simple_loss=0.2898, pruned_loss=0.06484, over 12351.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.04828, over 34.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2953, pruned_loss=0.06473, over 2473282.08 frames. utt_duration=589 frames, utt_pad_proportion=0.06121, over 16838.62 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2986, pruned_loss=0.07234, over 2466813.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06595, over 7991.12 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2947, pruned_loss=0.06376, over 2474323.15 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05994, over 17869.78 utterances.], batch size: 34, lr: 3.87e-04
2022-08-25 20:28:17,791 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-234000.pt
2022-08-25 20:29:18,826 INFO [train.py:927] (0/8) Epoch 9, batch 23000, giga_loss[loss=0.1967, simple_loss=0.2909, pruned_loss=0.05127, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02646, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2952, pruned_loss=0.06366, over 2473607.82 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06363, over 17184.09 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2984, pruned_loss=0.07222, over 2466734.85 frames. utt_duration=1239 frames, utt_pad_proportion=0.06511, over 7973.32 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2948, pruned_loss=0.06286, over 2474627.27 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06281, over 18180.99 utterances.], batch size: 70, lr: 3.87e-04
2022-08-25 20:31:00,004 INFO [train.py:927] (0/8) Epoch 9, batch 23050, giga_loss[loss=0.2738, simple_loss=0.3386, pruned_loss=0.1045, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2946, pruned_loss=0.06381, over 2473418.28 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05961, over 16975.56 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2982, pruned_loss=0.07207, over 2466630.36 frames. utt_duration=1242 frames, utt_pad_proportion=0.06396, over 7955.27 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06311, over 2474476.04 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05958, over 17989.38 utterances.], batch size: 183, lr: 3.87e-04
2022-08-25 20:32:41,476 INFO [train.py:927] (0/8) Epoch 9, batch 23100, giga_loss[loss=0.2042, simple_loss=0.2873, pruned_loss=0.06049, over 12396.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05116, over 161.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06392, over 2473759.64 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06006, over 17310.33 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.072, over 2466657.21 frames. utt_duration=1244 frames, utt_pad_proportion=0.06322, over 7938.02 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.293, pruned_loss=0.06332, over 2474672.81 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06025, over 18239.22 utterances.], batch size: 161, lr: 3.87e-04
2022-08-25 20:34:21,281 INFO [train.py:927] (0/8) Epoch 9, batch 23150, giga_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.06177, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2918, pruned_loss=0.06401, over 2473130.75 frames. utt_duration=563 frames, utt_pad_proportion=0.06114, over 17617.36 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2985, pruned_loss=0.07208, over 2466528.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.06201, over 7911.78 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2913, pruned_loss=0.0633, over 2474135.92 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06166, over 18587.84 utterances.], batch size: 146, lr: 3.87e-04
2022-08-25 20:36:01,811 INFO [train.py:927] (0/8) Epoch 9, batch 23200, giga_loss[loss=0.1729, simple_loss=0.2452, pruned_loss=0.05028, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03509, over 43.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2895, pruned_loss=0.06318, over 2474327.05 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06114, over 17643.72 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2986, pruned_loss=0.07222, over 2466666.28 frames. utt_duration=1234 frames, utt_pad_proportion=0.06613, over 8003.33 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2887, pruned_loss=0.06227, over 2475172.69 frames. utt_duration=535 frames, utt_pad_proportion=0.05987, over 18558.47 utterances.], batch size: 43, lr: 3.87e-04
2022-08-25 20:37:44,298 INFO [train.py:927] (0/8) Epoch 9, batch 23250, giga_loss[loss=0.201, simple_loss=0.277, pruned_loss=0.06245, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03151, over 42.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2876, pruned_loss=0.06241, over 2473661.10 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06005, over 17296.00 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2991, pruned_loss=0.07247, over 2466608.97 frames. utt_duration=1234 frames, utt_pad_proportion=0.06541, over 8004.41 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2863, pruned_loss=0.06126, over 2474506.68 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05931, over 18196.14 utterances.], batch size: 42, lr: 3.87e-04
2022-08-25 20:39:25,570 INFO [train.py:927] (0/8) Epoch 9, batch 23300, giga_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.07884, over 12356.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03411, over 122.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06291, over 2474229.90 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06232, over 17741.03 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2988, pruned_loss=0.07234, over 2466802.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.0652, over 8007.41 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.288, pruned_loss=0.06193, over 2474863.92 frames. utt_duration=533 frames, utt_pad_proportion=0.0617, over 18626.62 utterances.], batch size: 122, lr: 3.87e-04
2022-08-25 20:41:05,833 INFO [train.py:927] (0/8) Epoch 9, batch 23350, giga_loss[loss=0.2683, simple_loss=0.3321, pruned_loss=0.1023, over 12367.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06432, over 2473854.70 frames. utt_duration=554.7 frames, utt_pad_proportion=0.0588, over 17888.03 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.07205, over 2466533.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06408, over 7970.66 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.292, pruned_loss=0.0636, over 2474747.27 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05887, over 18850.45 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 20:42:46,923 INFO [train.py:927] (0/8) Epoch 9, batch 23400, libri_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08633, over 12394.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008472, over 38.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2945, pruned_loss=0.06529, over 2474356.90 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05803, over 17359.58 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2985, pruned_loss=0.0723, over 2466372.65 frames. utt_duration=1234 frames, utt_pad_proportion=0.06404, over 8006.16 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2937, pruned_loss=0.06423, over 2475492.86 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05804, over 18454.56 utterances.], batch size: 38, lr: 3.87e-04
2022-08-25 20:44:33,901 INFO [train.py:927] (0/8) Epoch 9, batch 23450, giga_loss[loss=0.2467, simple_loss=0.3242, pruned_loss=0.08458, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02968, over 40.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2995, pruned_loss=0.06913, over 2473741.76 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06839, over 18440.88 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2982, pruned_loss=0.07217, over 2466636.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.063, over 7977.34 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2992, pruned_loss=0.06828, over 2474575.73 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06822, over 19559.82 utterances.], batch size: 40, lr: 3.87e-04
2022-08-25 20:46:15,432 INFO [train.py:927] (0/8) Epoch 9, batch 23500, giga_loss[loss=0.2513, simple_loss=0.3306, pruned_loss=0.08603, over 12251.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02828, over 45.00 utterances.], tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07298, over 2473727.90 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06525, over 18357.28 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2985, pruned_loss=0.07227, over 2466850.65 frames. utt_duration=1240 frames, utt_pad_proportion=0.06174, over 7965.05 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3056, pruned_loss=0.07221, over 2474462.18 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06585, over 19625.92 utterances.], batch size: 45, lr: 3.87e-04
2022-08-25 20:48:01,814 INFO [train.py:927] (0/8) Epoch 9, batch 23550, giga_loss[loss=0.2943, simple_loss=0.3601, pruned_loss=0.1143, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05353, over 162.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07874, over 2474227.29 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06872, over 18983.61 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2989, pruned_loss=0.07253, over 2466825.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.06587, over 8056.62 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.07794, over 2474948.03 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06753, over 20086.60 utterances.], batch size: 162, lr: 3.87e-04
2022-08-25 20:49:45,914 INFO [train.py:927] (0/8) Epoch 9, batch 23600, giga_loss[loss=0.3164, simple_loss=0.375, pruned_loss=0.129, over 12369.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08346, over 2473535.90 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07856, over 20430.65 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2993, pruned_loss=0.07276, over 2467081.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06553, over 8073.87 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3188, pruned_loss=0.08281, over 2474052.66 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07744, over 21555.17 utterances.], batch size: 182, lr: 3.87e-04
2022-08-25 20:51:30,446 INFO [train.py:927] (0/8) Epoch 9, batch 23650, giga_loss[loss=0.3291, simple_loss=0.3796, pruned_loss=0.1393, over 12429.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05202, over 162.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3244, pruned_loss=0.08833, over 2473691.53 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0755, over 20683.45 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2989, pruned_loss=0.07253, over 2466998.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06435, over 8046.05 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.325, pruned_loss=0.08835, over 2474348.07 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07528, over 21939.72 utterances.], batch size: 162, lr: 3.87e-04
2022-08-25 20:53:17,712 INFO [train.py:927] (0/8) Epoch 9, batch 23700, giga_loss[loss=0.2539, simple_loss=0.3232, pruned_loss=0.09228, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03491, over 40.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3274, pruned_loss=0.09116, over 2473908.92 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08131, over 21227.42 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2989, pruned_loss=0.07245, over 2467106.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06256, over 8013.66 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.329, pruned_loss=0.09192, over 2474590.20 frames. utt_duration=436.3 frames, utt_pad_proportion=0.08154, over 22760.82 utterances.], batch size: 40, lr: 3.87e-04
2022-08-25 20:55:05,424 INFO [train.py:927] (0/8) Epoch 9, batch 23750, giga_loss[loss=0.3211, simple_loss=0.3654, pruned_loss=0.1384, over 12364.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3279, pruned_loss=0.09197, over 2474002.77 frames. utt_duration=460.3 frames, utt_pad_proportion=0.08258, over 21565.82 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2989, pruned_loss=0.07245, over 2467106.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06256, over 8013.66 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3292, pruned_loss=0.09256, over 2474533.01 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08269, over 22759.29 utterances.], batch size: 367, lr: 3.87e-04
2022-08-25 20:56:49,474 INFO [train.py:927] (0/8) Epoch 9, batch 23800, giga_loss[loss=0.2769, simple_loss=0.3599, pruned_loss=0.09692, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3303, pruned_loss=0.09271, over 2474157.40 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0763, over 21647.14 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2987, pruned_loss=0.07226, over 2466891.67 frames. utt_duration=1237 frames, utt_pad_proportion=0.06182, over 7987.82 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3321, pruned_loss=0.09379, over 2474927.30 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07703, over 22926.36 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 20:58:34,297 INFO [train.py:927] (0/8) Epoch 9, batch 23850, giga_loss[loss=0.3543, simple_loss=0.3866, pruned_loss=0.161, over 12363.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3301, pruned_loss=0.09223, over 2474147.84 frames. utt_duration=452.4 frames, utt_pad_proportion=0.0798, over 21946.95 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2989, pruned_loss=0.07229, over 2467439.15 frames. utt_duration=1228 frames, utt_pad_proportion=0.06467, over 8047.42 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3327, pruned_loss=0.0939, over 2474566.80 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07954, over 23485.62 utterances.], batch size: 258, lr: 3.87e-04
2022-08-25 21:00:23,538 INFO [train.py:927] (0/8) Epoch 9, batch 23900, giga_loss[loss=0.2071, simple_loss=0.3007, pruned_loss=0.05674, over 12392.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03972, over 105.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3289, pruned_loss=0.09037, over 2473925.67 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07755, over 22133.51 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2992, pruned_loss=0.07261, over 2467896.37 frames. utt_duration=1217 frames, utt_pad_proportion=0.06721, over 8122.56 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3317, pruned_loss=0.09201, over 2474063.56 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07688, over 23745.30 utterances.], batch size: 105, lr: 3.87e-04
2022-08-25 21:02:09,112 INFO [train.py:927] (0/8) Epoch 9, batch 23950, giga_loss[loss=0.2209, simple_loss=0.2989, pruned_loss=0.07147, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3252, pruned_loss=0.08694, over 2473903.22 frames. utt_duration=460 frames, utt_pad_proportion=0.07366, over 21581.10 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.299, pruned_loss=0.07251, over 2467648.10 frames. utt_duration=1221 frames, utt_pad_proportion=0.06596, over 8093.89 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3282, pruned_loss=0.0887, over 2474353.55 frames. utt_duration=428 frames, utt_pad_proportion=0.07383, over 23206.09 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 21:03:53,772 INFO [train.py:927] (0/8) Epoch 9, batch 24000, libri_loss[loss=0.1804, simple_loss=0.2578, pruned_loss=0.05143, over 12216.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009279, over 29.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3233, pruned_loss=0.08618, over 2473532.23 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07722, over 21826.13 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2987, pruned_loss=0.07229, over 2467110.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.06849, over 8112.08 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.0885, over 2474676.41 frames. utt_duration=418 frames, utt_pad_proportion=0.07647, over 23764.43 utterances.], batch size: 29, lr: 3.87e-04
2022-08-25 21:03:53,794 INFO [train.py:958] (0/8) Computing validation loss
2022-08-25 21:04:08,555 INFO [train.py:967] (0/8) 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 21:06:01,899 INFO [train.py:927] (0/8) Epoch 9, batch 24050, giga_loss[loss=0.26, simple_loss=0.3169, pruned_loss=0.1016, over 12355.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3217, pruned_loss=0.08546, over 2472993.55 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08128, over 21542.91 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2986, pruned_loss=0.07224, over 2467229.65 frames. utt_duration=1222 frames, utt_pad_proportion=0.06749, over 8087.95 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3254, pruned_loss=0.08758, over 2473916.63 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08072, over 23335.17 utterances.], batch size: 369, lr: 3.87e-04
2022-08-25 21:07:51,575 INFO [train.py:927] (0/8) Epoch 9, batch 24100, giga_loss[loss=0.2255, simple_loss=0.3106, pruned_loss=0.0702, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03294, over 75.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3217, pruned_loss=0.08368, over 2473454.41 frames. utt_duration=475 frames, utt_pad_proportion=0.07646, over 20892.77 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2985, pruned_loss=0.07224, over 2467339.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.06623, over 8059.09 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3252, pruned_loss=0.08565, over 2474229.30 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07683, over 22648.22 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 21:09:36,505 INFO [train.py:927] (0/8) Epoch 9, batch 24150, giga_loss[loss=0.2934, simple_loss=0.3497, pruned_loss=0.1186, over 12384.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07491, over 212.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3218, pruned_loss=0.08321, over 2474119.04 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07542, over 20733.80 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2984, pruned_loss=0.07218, over 2467772.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.06451, over 8012.71 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3254, pruned_loss=0.0852, over 2474557.89 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07641, over 22583.98 utterances.], batch size: 212, lr: 3.86e-04
2022-08-25 21:11:20,416 INFO [train.py:927] (0/8) Epoch 9, batch 24200, libri_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07608, over 12309.00 frames. utt_duration=770.9 frames, utt_pad_proportion=0.1249, over 64.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3206, pruned_loss=0.08355, over 2474149.18 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0819, over 21275.56 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.072, over 2467974.41 frames. utt_duration=1235 frames, utt_pad_proportion=0.06407, over 8005.77 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3243, pruned_loss=0.08555, over 2474467.67 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08251, over 23056.31 utterances.], batch size: 64, lr: 3.86e-04
2022-08-25 21:13:05,587 INFO [train.py:927] (0/8) Epoch 9, batch 24250, giga_loss[loss=0.2123, simple_loss=0.302, pruned_loss=0.06134, over 12441.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03765, over 37.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3194, pruned_loss=0.08301, over 2474454.20 frames. utt_duration=474.8 frames, utt_pad_proportion=0.08119, over 20910.60 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2983, pruned_loss=0.07214, over 2467842.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06345, over 8012.74 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08472, over 2474957.21 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08207, over 22607.02 utterances.], batch size: 37, lr: 3.86e-04
2022-08-25 21:14:53,022 INFO [train.py:927] (0/8) Epoch 9, batch 24300, giga_loss[loss=0.2355, simple_loss=0.3097, pruned_loss=0.0806, over 12405.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07001, over 213.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3185, pruned_loss=0.08146, over 2474466.67 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07821, over 20212.33 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2986, pruned_loss=0.07238, over 2468019.74 frames. utt_duration=1238 frames, utt_pad_proportion=0.06135, over 7982.69 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3217, pruned_loss=0.08305, over 2474971.53 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08007, over 22137.55 utterances.], batch size: 213, lr: 3.86e-04
2022-08-25 21:16:42,375 INFO [train.py:927] (0/8) Epoch 9, batch 24350, giga_loss[loss=0.2328, simple_loss=0.318, pruned_loss=0.07378, over 12450.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3179, pruned_loss=0.08133, over 2474855.35 frames. utt_duration=478 frames, utt_pad_proportion=0.08119, over 20770.90 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2983, pruned_loss=0.07222, over 2468200.36 frames. utt_duration=1237 frames, utt_pad_proportion=0.06126, over 7987.99 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.321, pruned_loss=0.08287, over 2475212.10 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08256, over 22497.22 utterances.], batch size: 75, lr: 3.86e-04
2022-08-25 21:18:26,926 INFO [train.py:927] (0/8) Epoch 9, batch 24400, giga_loss[loss=0.2368, simple_loss=0.3118, pruned_loss=0.08091, over 12429.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03909, over 123.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3166, pruned_loss=0.08101, over 2474544.26 frames. utt_duration=493 frames, utt_pad_proportion=0.07621, over 20137.19 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2987, pruned_loss=0.07245, over 2468256.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06143, over 8002.09 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.319, pruned_loss=0.08213, over 2474841.07 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07769, over 21658.76 utterances.], batch size: 123, lr: 3.86e-04
2022-08-25 21:20:13,636 INFO [train.py:927] (0/8) Epoch 9, batch 24450, giga_loss[loss=0.2156, simple_loss=0.292, pruned_loss=0.06961, over 12090.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04027, over 30.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.0815, over 2474540.08 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07495, over 20356.55 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2991, pruned_loss=0.07239, over 2468184.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06055, over 7989.26 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.0826, over 2474931.55 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07657, over 21794.46 utterances.], batch size: 30, lr: 3.86e-04
2022-08-25 21:21:57,787 INFO [train.py:927] (0/8) Epoch 9, batch 24500, libri_loss[loss=0.2222, simple_loss=0.3083, pruned_loss=0.06804, over 12320.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006345, over 36.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08236, over 2474260.66 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07833, over 20603.01 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2997, pruned_loss=0.07274, over 2468257.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.06681, over 8116.40 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3178, pruned_loss=0.08322, over 2474722.28 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07737, over 22043.85 utterances.], batch size: 36, lr: 3.86e-04
2022-08-25 21:23:43,157 INFO [train.py:927] (0/8) Epoch 9, batch 24550, giga_loss[loss=0.2637, simple_loss=0.3382, pruned_loss=0.09461, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08066, over 2474329.01 frames. utt_duration=508 frames, utt_pad_proportion=0.07181, over 19537.39 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2994, pruned_loss=0.07267, over 2468275.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.06627, over 8100.05 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08157, over 2474796.47 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07164, over 20913.47 utterances.], batch size: 48, lr: 3.86e-04
2022-08-25 21:25:31,048 INFO [train.py:927] (0/8) Epoch 9, batch 24600, giga_loss[loss=0.2459, simple_loss=0.3342, pruned_loss=0.07879, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3155, pruned_loss=0.08036, over 2474293.59 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07177, over 19827.61 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2993, pruned_loss=0.07264, over 2468150.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06553, over 8080.70 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08119, over 2474834.00 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0719, over 21075.05 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:27:18,428 INFO [train.py:927] (0/8) Epoch 9, batch 24650, giga_loss[loss=0.254, simple_loss=0.3281, pruned_loss=0.08994, over 12363.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08231, over 2474365.82 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07119, over 20366.57 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.0728, over 2468386.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06454, over 8065.21 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08297, over 2474703.90 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07172, over 21592.74 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:29:03,724 INFO [train.py:927] (0/8) Epoch 9, batch 24700, giga_loss[loss=0.2284, simple_loss=0.3128, pruned_loss=0.072, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02917, over 66.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3182, pruned_loss=0.08429, over 2474273.56 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07404, over 21099.67 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.07255, over 2468309.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.06337, over 8035.84 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.32, pruned_loss=0.08529, over 2474726.62 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07477, over 22391.14 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:30:50,155 INFO [train.py:927] (0/8) Epoch 9, batch 24750, giga_loss[loss=0.3354, simple_loss=0.3835, pruned_loss=0.1437, over 12351.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1099, over 259.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3178, pruned_loss=0.08405, over 2475117.82 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07101, over 21071.79 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2991, pruned_loss=0.07243, over 2468593.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06277, over 8023.36 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3195, pruned_loss=0.08509, over 2475305.41 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07197, over 22278.25 utterances.], batch size: 259, lr: 3.86e-04
2022-08-25 21:32:34,116 INFO [train.py:927] (0/8) Epoch 9, batch 24800, giga_loss[loss=0.1969, simple_loss=0.2921, pruned_loss=0.0509, over 12386.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3167, pruned_loss=0.0826, over 2474517.13 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07025, over 20784.66 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2993, pruned_loss=0.07247, over 2468453.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06184, over 8007.86 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08364, over 2474910.23 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07141, over 22029.16 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:34:22,781 INFO [train.py:927] (0/8) Epoch 9, batch 24850, giga_loss[loss=0.203, simple_loss=0.282, pruned_loss=0.06204, over 12411.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.0288, over 62.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3151, pruned_loss=0.08177, over 2475091.87 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06786, over 20507.20 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2994, pruned_loss=0.07268, over 2468643.66 frames. utt_duration=1233 frames, utt_pad_proportion=0.06186, over 8015.34 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3167, pruned_loss=0.08259, over 2475352.97 frames. utt_duration=457.4 frames, utt_pad_proportion=0.06897, over 21719.21 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:36:09,017 INFO [train.py:927] (0/8) Epoch 9, batch 24900, giga_loss[loss=0.2525, simple_loss=0.3366, pruned_loss=0.08423, over 12413.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03877, over 133.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3136, pruned_loss=0.08093, over 2475557.33 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06711, over 20071.75 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2997, pruned_loss=0.07267, over 2468710.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06136, over 8020.84 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3149, pruned_loss=0.08175, over 2475829.32 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06826, over 21242.82 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:37:58,003 INFO [train.py:927] (0/8) Epoch 9, batch 24950, giga_loss[loss=0.2284, simple_loss=0.327, pruned_loss=0.06489, over 12388.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03211, over 122.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.317, pruned_loss=0.08142, over 2475508.60 frames. utt_duration=494.6 frames, utt_pad_proportion=0.0697, over 20078.94 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.0726, over 2468726.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.06064, over 8021.33 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.0823, over 2475845.83 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07081, over 21237.20 utterances.], batch size: 122, lr: 3.86e-04
2022-08-25 21:38:45,873 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-236000.pt
2022-08-25 21:39:49,323 INFO [train.py:927] (0/8) Epoch 9, batch 25000, giga_loss[loss=0.2211, simple_loss=0.3112, pruned_loss=0.06545, over 12336.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03307, over 51.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3204, pruned_loss=0.08289, over 2475630.02 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06982, over 20814.71 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3, pruned_loss=0.07275, over 2468767.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.06114, over 8046.22 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3212, pruned_loss=0.0835, over 2475888.43 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07054, over 21753.25 utterances.], batch size: 51, lr: 3.86e-04
2022-08-25 21:41:36,075 INFO [train.py:927] (0/8) Epoch 9, batch 25050, libri_loss[loss=0.261, simple_loss=0.3569, pruned_loss=0.08259, over 12293.00 frames. utt_duration=769.8 frames, utt_pad_proportion=0.1213, over 64.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3213, pruned_loss=0.08385, over 2475169.93 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07431, over 20874.13 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3003, pruned_loss=0.07268, over 2468794.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.061, over 8048.56 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3221, pruned_loss=0.08459, over 2475480.63 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07481, over 21853.17 utterances.], batch size: 64, lr: 3.86e-04
2022-08-25 21:43:22,079 INFO [train.py:927] (0/8) Epoch 9, batch 25100, giga_loss[loss=0.2365, simple_loss=0.3159, pruned_loss=0.07859, over 12360.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08347, over 2474428.46 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07107, over 20115.36 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3007, pruned_loss=0.07289, over 2468724.86 frames. utt_duration=1213 frames, utt_pad_proportion=0.06705, over 8152.67 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.321, pruned_loss=0.08439, over 2475003.35 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06976, over 21381.77 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:45:06,694 INFO [train.py:927] (0/8) Epoch 9, batch 25150, giga_loss[loss=0.2692, simple_loss=0.3294, pruned_loss=0.1045, over 12383.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07471, over 212.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08306, over 2474560.15 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06966, over 19787.79 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3005, pruned_loss=0.07302, over 2469137.50 frames. utt_duration=1206 frames, utt_pad_proportion=0.07015, over 8198.42 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.0839, over 2474752.94 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06756, over 21026.40 utterances.], batch size: 212, lr: 3.86e-04
2022-08-25 21:46:51,563 INFO [train.py:927] (0/8) Epoch 9, batch 25200, giga_loss[loss=0.2212, simple_loss=0.2974, pruned_loss=0.07253, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02697, over 66.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3175, pruned_loss=0.08349, over 2474839.92 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06688, over 19803.90 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.07301, over 2469446.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.06934, over 8194.24 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3193, pruned_loss=0.08447, over 2474862.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06565, over 21116.26 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:48:35,476 INFO [train.py:927] (0/8) Epoch 9, batch 25250, giga_loss[loss=0.2145, simple_loss=0.2997, pruned_loss=0.06462, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03224, over 85.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3166, pruned_loss=0.08321, over 2475930.34 frames. utt_duration=506 frames, utt_pad_proportion=0.06526, over 19631.05 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3005, pruned_loss=0.07304, over 2469755.37 frames. utt_duration=1209 frames, utt_pad_proportion=0.06853, over 8181.42 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3181, pruned_loss=0.0841, over 2475746.46 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06463, over 20841.04 utterances.], batch size: 85, lr: 3.86e-04
2022-08-25 21:50:19,675 INFO [train.py:927] (0/8) Epoch 9, batch 25300, giga_loss[loss=0.268, simple_loss=0.3415, pruned_loss=0.09726, over 12373.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04027, over 113.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08374, over 2475620.20 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07106, over 20342.13 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.07297, over 2470000.49 frames. utt_duration=1209 frames, utt_pad_proportion=0.06773, over 8178.85 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3195, pruned_loss=0.08482, over 2475423.51 frames. utt_duration=459 frames, utt_pad_proportion=0.07055, over 21643.88 utterances.], batch size: 113, lr: 3.86e-04
2022-08-25 21:52:04,492 INFO [train.py:927] (0/8) Epoch 9, batch 25350, giga_loss[loss=0.2361, simple_loss=0.3246, pruned_loss=0.07373, over 12389.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02929, over 62.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3188, pruned_loss=0.08502, over 2475926.34 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07071, over 20489.67 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07299, over 2469991.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.07154, over 8226.55 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3209, pruned_loss=0.08617, over 2475927.10 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06903, over 21814.09 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:53:49,249 INFO [train.py:927] (0/8) Epoch 9, batch 25400, libri_loss[loss=0.1922, simple_loss=0.2618, pruned_loss=0.06133, over 12331.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.04738, over 27.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3191, pruned_loss=0.08271, over 2475823.86 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07337, over 20020.03 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3004, pruned_loss=0.07323, over 2469853.08 frames. utt_duration=1194 frames, utt_pad_proportion=0.07473, over 8282.61 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3212, pruned_loss=0.08371, over 2476122.86 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07077, over 21359.16 utterances.], batch size: 27, lr: 3.85e-04
2022-08-25 21:55:33,002 INFO [train.py:927] (0/8) Epoch 9, batch 25450, giga_loss[loss=0.2118, simple_loss=0.3026, pruned_loss=0.06052, over 12410.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.028, over 62.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3205, pruned_loss=0.08307, over 2475903.75 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07022, over 19661.48 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2995, pruned_loss=0.07281, over 2470144.89 frames. utt_duration=1204 frames, utt_pad_proportion=0.0726, over 8216.58 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3237, pruned_loss=0.0846, over 2476056.90 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06904, over 21226.79 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 21:57:17,546 INFO [train.py:927] (0/8) Epoch 9, batch 25500, giga_loss[loss=0.2418, simple_loss=0.3208, pruned_loss=0.08142, over 12385.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3227, pruned_loss=0.08533, over 2475706.32 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06981, over 19767.01 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.07253, over 2470173.05 frames. utt_duration=1208 frames, utt_pad_proportion=0.07127, over 8189.60 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.326, pruned_loss=0.08715, over 2475940.82 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06935, over 21373.47 utterances.], batch size: 70, lr: 3.85e-04
2022-08-25 21:59:01,742 INFO [train.py:927] (0/8) Epoch 9, batch 25550, giga_loss[loss=0.2908, simple_loss=0.3405, pruned_loss=0.1206, over 12336.00 frames. utt_duration=132.7 frames, utt_pad_proportion=0.2194, over 376.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3234, pruned_loss=0.08588, over 2474596.87 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07487, over 20210.76 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07271, over 2469678.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07529, over 8271.72 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.08745, over 2475317.41 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07286, over 21662.27 utterances.], batch size: 376, lr: 3.85e-04
2022-08-25 22:00:46,711 INFO [train.py:927] (0/8) Epoch 9, batch 25600, giga_loss[loss=0.2522, simple_loss=0.3341, pruned_loss=0.08519, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02528, over 48.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3235, pruned_loss=0.08409, over 2473037.74 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07121, over 19461.39 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07273, over 2469570.13 frames. utt_duration=1197 frames, utt_pad_proportion=0.07402, over 8261.16 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3259, pruned_loss=0.08558, over 2473824.18 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0702, over 20883.61 utterances.], batch size: 48, lr: 3.85e-04
2022-08-25 22:02:29,343 INFO [train.py:927] (0/8) Epoch 9, batch 25650, giga_loss[loss=0.2203, simple_loss=0.3144, pruned_loss=0.06306, over 12436.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3237, pruned_loss=0.08439, over 2474037.55 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06994, over 19938.11 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.0725, over 2469777.89 frames. utt_duration=1204 frames, utt_pad_proportion=0.07279, over 8212.20 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3266, pruned_loss=0.08604, over 2474575.52 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0696, over 21373.96 utterances.], batch size: 75, lr: 3.85e-04
2022-08-25 22:04:11,631 INFO [train.py:927] (0/8) Epoch 9, batch 25700, giga_loss[loss=0.2678, simple_loss=0.3283, pruned_loss=0.1036, over 12441.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03691, over 37.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3235, pruned_loss=0.08524, over 2473994.02 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08047, over 21452.61 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3, pruned_loss=0.07268, over 2469339.36 frames. utt_duration=1194 frames, utt_pad_proportion=0.07598, over 8283.52 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3261, pruned_loss=0.08667, over 2474896.50 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07863, over 22804.52 utterances.], batch size: 37, lr: 3.85e-04
2022-08-25 22:05:58,774 INFO [train.py:927] (0/8) Epoch 9, batch 25750, giga_loss[loss=0.2167, simple_loss=0.3021, pruned_loss=0.06568, over 12450.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03109, over 80.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3205, pruned_loss=0.08372, over 2474090.74 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0785, over 21019.62 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2998, pruned_loss=0.07248, over 2469269.76 frames. utt_duration=1194 frames, utt_pad_proportion=0.07557, over 8281.96 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.323, pruned_loss=0.08525, over 2474956.19 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07726, over 22332.02 utterances.], batch size: 80, lr: 3.85e-04
2022-08-25 22:07:42,972 INFO [train.py:927] (0/8) Epoch 9, batch 25800, giga_loss[loss=0.2684, simple_loss=0.3378, pruned_loss=0.09954, over 12347.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3196, pruned_loss=0.08426, over 2473728.85 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08058, over 21200.96 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2996, pruned_loss=0.07242, over 2469304.78 frames. utt_duration=1200 frames, utt_pad_proportion=0.07421, over 8238.35 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3223, pruned_loss=0.08577, over 2474504.16 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07997, over 22565.61 utterances.], batch size: 85, lr: 3.85e-04
2022-08-25 22:09:24,840 INFO [train.py:927] (0/8) Epoch 9, batch 25850, giga_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07478, over 12366.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.0753, over 212.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08303, over 2473970.68 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08328, over 22307.77 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3002, pruned_loss=0.07273, over 2469535.86 frames. utt_duration=1194 frames, utt_pad_proportion=0.07461, over 8280.70 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3201, pruned_loss=0.08412, over 2474439.82 frames. utt_duration=422.3 frames, utt_pad_proportion=0.0826, over 23517.65 utterances.], batch size: 212, lr: 3.85e-04
2022-08-25 22:11:11,873 INFO [train.py:927] (0/8) Epoch 9, batch 25900, libri_loss[loss=0.2102, simple_loss=0.2888, pruned_loss=0.06579, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007279, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08091, over 2474035.41 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08281, over 22184.82 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3, pruned_loss=0.07279, over 2469452.97 frames. utt_duration=1197 frames, utt_pad_proportion=0.07324, over 8259.33 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3175, pruned_loss=0.08206, over 2474638.31 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08281, over 23686.51 utterances.], batch size: 37, lr: 3.85e-04
2022-08-25 22:12:55,972 INFO [train.py:927] (0/8) Epoch 9, batch 25950, giga_loss[loss=0.2128, simple_loss=0.2949, pruned_loss=0.06533, over 12384.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.313, pruned_loss=0.08026, over 2474018.36 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0786, over 21449.32 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.0732, over 2469095.53 frames. utt_duration=1194 frames, utt_pad_proportion=0.07561, over 8281.30 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.08113, over 2475013.74 frames. utt_duration=428.3 frames, utt_pad_proportion=0.0783, over 23191.71 utterances.], batch size: 58, lr: 3.85e-04
2022-08-25 22:14:38,614 INFO [train.py:927] (0/8) Epoch 9, batch 26000, giga_loss[loss=0.2396, simple_loss=0.3216, pruned_loss=0.07878, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08018, over 2474455.87 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07333, over 20969.91 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3006, pruned_loss=0.07328, over 2469130.29 frames. utt_duration=1193 frames, utt_pad_proportion=0.07468, over 8286.04 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.081, over 2475348.60 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07376, over 22710.93 utterances.], batch size: 48, lr: 3.85e-04
2022-08-25 22:16:23,728 INFO [train.py:927] (0/8) Epoch 9, batch 26050, giga_loss[loss=0.262, simple_loss=0.3326, pruned_loss=0.09567, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3148, pruned_loss=0.08118, over 2474771.47 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07771, over 21754.01 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3007, pruned_loss=0.0733, over 2469161.81 frames. utt_duration=1195 frames, utt_pad_proportion=0.07371, over 8276.45 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08193, over 2475539.51 frames. utt_duration=425 frames, utt_pad_proportion=0.07807, over 23378.06 utterances.], batch size: 183, lr: 3.85e-04
2022-08-25 22:18:06,201 INFO [train.py:927] (0/8) Epoch 9, batch 26100, giga_loss[loss=0.2484, simple_loss=0.3331, pruned_loss=0.08187, over 12384.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02708, over 70.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3153, pruned_loss=0.08185, over 2475256.72 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07261, over 21392.72 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.07301, over 2469061.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.07181, over 8234.29 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3173, pruned_loss=0.08299, over 2476173.21 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07387, over 23157.12 utterances.], batch size: 70, lr: 3.85e-04
2022-08-25 22:19:49,887 INFO [train.py:927] (0/8) Epoch 9, batch 26150, giga_loss[loss=0.2352, simple_loss=0.3076, pruned_loss=0.0814, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03523, over 40.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08232, over 2474713.23 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07138, over 20550.29 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3004, pruned_loss=0.0731, over 2469184.62 frames. utt_duration=1193 frames, utt_pad_proportion=0.0746, over 8287.06 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.319, pruned_loss=0.08342, over 2475532.28 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07159, over 22310.30 utterances.], batch size: 40, lr: 3.85e-04
2022-08-25 22:21:32,938 INFO [train.py:927] (0/8) Epoch 9, batch 26200, giga_loss[loss=0.2504, simple_loss=0.3232, pruned_loss=0.08886, over 12405.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03316, over 80.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3189, pruned_loss=0.08386, over 2474653.56 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07509, over 20606.33 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3013, pruned_loss=0.07348, over 2469392.93 frames. utt_duration=1156 frames, utt_pad_proportion=0.08556, over 8556.12 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3204, pruned_loss=0.08479, over 2475353.98 frames. utt_duration=445.7 frames, utt_pad_proportion=0.0707, over 22287.69 utterances.], batch size: 80, lr: 3.85e-04
2022-08-25 22:22:44,088 INFO [train.py:844] (0/8) libri reaches end of dataloader
2022-08-25 22:22:45,573 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/epoch-9.pt
2022-08-25 22:25:16,124 INFO [train.py:927] (0/8) Epoch 10, batch 50, giga_loss[loss=0.2217, simple_loss=0.3107, pruned_loss=0.06635, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3168, pruned_loss=0.07059, over 547815.95 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05827, over 3798.15 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3086, pruned_loss=0.06583, over 48922.22 frames. utt_duration=898.7 frames, utt_pad_proportion=0.1965, over 218.11 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3176, pruned_loss=0.07107, over 509002.51 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05132, over 3637.87 utterances.], batch size: 58, lr: 3.75e-04
2022-08-25 22:27:00,719 INFO [train.py:927] (0/8) Epoch 10, batch 100, giga_loss[loss=0.1745, simple_loss=0.251, pruned_loss=0.04901, over 12373.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04068, over 34.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2979, pruned_loss=0.06305, over 975229.61 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05321, over 7090.90 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3026, pruned_loss=0.06297, over 72996.24 frames. utt_duration=999 frames, utt_pad_proportion=0.1513, over 292.70 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2979, pruned_loss=0.06318, over 929720.35 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05056, over 6948.37 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:28:43,094 INFO [train.py:927] (0/8) Epoch 10, batch 150, giga_loss[loss=0.1738, simple_loss=0.2648, pruned_loss=0.04145, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03497, over 105.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2819, pruned_loss=0.05624, over 1307084.03 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06453, over 9686.07 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3071, pruned_loss=0.0612, over 108678.95 frames. utt_duration=1030 frames, utt_pad_proportion=0.1262, over 422.78 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2805, pruned_loss=0.0561, over 1253608.47 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06299, over 9573.35 utterances.], batch size: 105, lr: 3.75e-04
2022-08-25 22:30:23,815 INFO [train.py:927] (0/8) Epoch 10, batch 200, giga_loss[loss=0.1719, simple_loss=0.2445, pruned_loss=0.04969, over 12399.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07296, over 212.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2727, pruned_loss=0.05267, over 1565292.84 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06672, over 11836.62 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2926, pruned_loss=0.05524, over 224027.83 frames. utt_duration=1212 frames, utt_pad_proportion=0.07698, over 740.46 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2711, pruned_loss=0.05272, over 1475101.80 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06697, over 11916.50 utterances.], batch size: 212, lr: 3.75e-04
2022-08-25 22:32:04,263 INFO [train.py:927] (0/8) Epoch 10, batch 250, libri_loss[loss=0.2116, simple_loss=0.3038, pruned_loss=0.05975, over 12143.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006417, over 35.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2675, pruned_loss=0.05058, over 1765406.80 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06036, over 12411.61 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2949, pruned_loss=0.05708, over 311578.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05751, over 985.53 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2646, pruned_loss=0.05, over 1664192.11 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06172, over 12654.20 utterances.], batch size: 35, lr: 3.75e-04
2022-08-25 22:33:45,233 INFO [train.py:927] (0/8) Epoch 10, batch 300, giga_loss[loss=0.1475, simple_loss=0.2262, pruned_loss=0.03434, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03373, over 31.00 utterances.], tot_loss[loss=0.182, simple_loss=0.2644, pruned_loss=0.04976, over 1922513.67 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06554, over 14037.91 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2964, pruned_loss=0.0587, over 354374.05 frames. utt_duration=1177 frames, utt_pad_proportion=0.08023, over 1205.80 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2612, pruned_loss=0.04885, over 1831081.13 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06459, over 14238.02 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:35:25,928 INFO [train.py:927] (0/8) Epoch 10, batch 350, libri_loss[loss=0.1885, simple_loss=0.2794, pruned_loss=0.04879, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006119, over 32.00 utterances.], tot_loss[loss=0.1782, simple_loss=0.2604, pruned_loss=0.048, over 2044057.12 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06353, over 15106.69 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2951, pruned_loss=0.05849, over 396117.34 frames. utt_duration=1198 frames, utt_pad_proportion=0.07292, over 1323.71 utterances.], giga_tot_loss[loss=0.1757, simple_loss=0.2573, pruned_loss=0.04708, over 1963068.62 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06329, over 15400.21 utterances.], batch size: 32, lr: 3.75e-04
2022-08-25 22:37:07,162 INFO [train.py:927] (0/8) Epoch 10, batch 400, giga_loss[loss=0.1657, simple_loss=0.2566, pruned_loss=0.03741, over 12383.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.1765, simple_loss=0.2584, pruned_loss=0.04727, over 2138960.94 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06383, over 15881.01 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05901, over 487145.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06071, over 1580.88 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2546, pruned_loss=0.04589, over 2058152.78 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06462, over 16477.88 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:38:49,137 INFO [train.py:927] (0/8) Epoch 10, batch 450, giga_loss[loss=0.1429, simple_loss=0.2252, pruned_loss=0.03027, over 12114.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.04652, over 28.00 utterances.], tot_loss[loss=0.1725, simple_loss=0.254, pruned_loss=0.0455, over 2213454.39 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06298, over 16101.83 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05879, over 516890.80 frames. utt_duration=1253 frames, utt_pad_proportion=0.05763, over 1651.80 utterances.], giga_tot_loss[loss=0.1694, simple_loss=0.2503, pruned_loss=0.04425, over 2145578.41 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0639, over 16707.48 utterances.], batch size: 28, lr: 3.75e-04
2022-08-25 22:40:30,241 INFO [train.py:927] (0/8) Epoch 10, batch 500, giga_loss[loss=0.2331, simple_loss=0.3205, pruned_loss=0.07283, over 12400.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03835, over 113.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2591, pruned_loss=0.048, over 2271353.58 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06191, over 16097.11 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05863, over 555503.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05384, over 1763.01 utterances.], giga_tot_loss[loss=0.1747, simple_loss=0.2556, pruned_loss=0.04688, over 2213546.18 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06306, over 16734.63 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:42:12,709 INFO [train.py:927] (0/8) Epoch 10, batch 550, giga_loss[loss=0.2474, simple_loss=0.3266, pruned_loss=0.08414, over 12383.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2718, pruned_loss=0.05382, over 2316252.47 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06646, over 16992.24 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2926, pruned_loss=0.05819, over 584286.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.05185, over 1845.15 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2692, pruned_loss=0.05306, over 2268055.79 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06739, over 17617.01 utterances.], batch size: 183, lr: 3.75e-04
2022-08-25 22:43:53,843 INFO [train.py:927] (0/8) Epoch 10, batch 600, giga_loss[loss=0.2022, simple_loss=0.2871, pruned_loss=0.05862, over 12344.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1999, over 367.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.279, pruned_loss=0.05596, over 2350374.38 frames. utt_duration=542 frames, utt_pad_proportion=0.06793, over 17393.71 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.292, pruned_loss=0.05812, over 621602.78 frames. utt_duration=1283 frames, utt_pad_proportion=0.04883, over 1940.51 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.277, pruned_loss=0.05537, over 2309800.61 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06892, over 18074.13 utterances.], batch size: 367, lr: 3.75e-04
2022-08-25 22:45:35,632 INFO [train.py:927] (0/8) Epoch 10, batch 650, giga_loss[loss=0.1909, simple_loss=0.2882, pruned_loss=0.0468, over 12357.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02672, over 70.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2833, pruned_loss=0.05711, over 2377375.82 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06923, over 17620.14 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05802, over 685437.29 frames. utt_duration=1294 frames, utt_pad_proportion=0.04453, over 2121.01 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2811, pruned_loss=0.05662, over 2341238.09 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07071, over 18507.92 utterances.], batch size: 70, lr: 3.75e-04
2022-08-25 22:47:18,120 INFO [train.py:927] (0/8) Epoch 10, batch 700, giga_loss[loss=0.2176, simple_loss=0.3025, pruned_loss=0.06631, over 12331.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02979, over 48.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2868, pruned_loss=0.05874, over 2398463.44 frames. utt_duration=547 frames, utt_pad_proportion=0.06619, over 17585.88 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05737, over 729346.88 frames. utt_duration=1309 frames, utt_pad_proportion=0.04173, over 2230.90 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2854, pruned_loss=0.05857, over 2368064.28 frames. utt_duration=512 frames, utt_pad_proportion=0.06802, over 18554.46 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:48:40,289 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-238000.pt
2022-08-25 22:49:09,129 INFO [train.py:927] (0/8) Epoch 10, batch 750, giga_loss[loss=0.2039, simple_loss=0.2898, pruned_loss=0.05899, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03104, over 58.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2923, pruned_loss=0.0615, over 2415460.45 frames. utt_duration=537.1 frames, utt_pad_proportion=0.07005, over 18039.83 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.0577, over 755354.57 frames. utt_duration=1312 frames, utt_pad_proportion=0.0402, over 2305.07 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2911, pruned_loss=0.06133, over 2390573.66 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07158, over 18939.30 utterances.], batch size: 58, lr: 3.75e-04
2022-08-25 22:50:49,466 INFO [train.py:927] (0/8) Epoch 10, batch 800, giga_loss[loss=0.1972, simple_loss=0.2915, pruned_loss=0.05142, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03449, over 40.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.295, pruned_loss=0.06206, over 2428505.49 frames. utt_duration=530 frames, utt_pad_proportion=0.07259, over 18379.66 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2913, pruned_loss=0.05783, over 814365.22 frames. utt_duration=1316 frames, utt_pad_proportion=0.03768, over 2478.96 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06202, over 2407030.50 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0744, over 19467.46 utterances.], batch size: 40, lr: 3.75e-04
2022-08-25 22:52:32,250 INFO [train.py:927] (0/8) Epoch 10, batch 850, giga_loss[loss=0.1926, simple_loss=0.2892, pruned_loss=0.04801, over 12381.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03309, over 104.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06103, over 2438706.15 frames. utt_duration=551 frames, utt_pad_proportion=0.07182, over 17750.60 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05793, over 830745.03 frames. utt_duration=1321 frames, utt_pad_proportion=0.03692, over 2518.08 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2952, pruned_loss=0.06099, over 2421639.90 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07354, over 18709.29 utterances.], batch size: 104, lr: 3.75e-04
2022-08-25 22:54:14,769 INFO [train.py:927] (0/8) Epoch 10, batch 900, giga_loss[loss=0.2215, simple_loss=0.2986, pruned_loss=0.07217, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02676, over 45.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2966, pruned_loss=0.0611, over 2445443.60 frames. utt_duration=566.2 frames, utt_pad_proportion=0.0673, over 17320.82 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05749, over 862925.95 frames. utt_duration=1327 frames, utt_pad_proportion=0.03548, over 2604.16 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2964, pruned_loss=0.06126, over 2431709.04 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06931, over 18268.74 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 22:55:56,822 INFO [train.py:927] (0/8) Epoch 10, batch 950, giga_loss[loss=0.2437, simple_loss=0.3205, pruned_loss=0.08349, over 12390.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06443, over 183.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2991, pruned_loss=0.0639, over 2450916.85 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06554, over 16968.79 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05777, over 894754.76 frames. utt_duration=1332 frames, utt_pad_proportion=0.03399, over 2689.44 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2988, pruned_loss=0.06404, over 2439681.89 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06768, over 17907.97 utterances.], batch size: 183, lr: 3.75e-04
2022-08-25 22:57:39,545 INFO [train.py:927] (0/8) Epoch 10, batch 1000, giga_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07465, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07787, over 213.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2997, pruned_loss=0.06572, over 2456504.89 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06929, over 17609.35 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.05795, over 910673.38 frames. utt_duration=1329 frames, utt_pad_proportion=0.03341, over 2744.42 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06584, over 2447344.43 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07097, over 18429.83 utterances.], batch size: 213, lr: 3.75e-04
2022-08-25 22:59:23,686 INFO [train.py:927] (0/8) Epoch 10, batch 1050, giga_loss[loss=0.2087, simple_loss=0.3025, pruned_loss=0.05746, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02605, over 45.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2994, pruned_loss=0.06587, over 2459720.15 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06456, over 16496.88 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05812, over 949137.98 frames. utt_duration=1328 frames, utt_pad_proportion=0.03238, over 2861.60 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.06609, over 2452276.05 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06667, over 17371.95 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 23:01:07,017 INFO [train.py:927] (0/8) Epoch 10, batch 1100, giga_loss[loss=0.2069, simple_loss=0.2852, pruned_loss=0.06424, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2977, pruned_loss=0.06525, over 2463192.88 frames. utt_duration=549.6 frames, utt_pad_proportion=0.07111, over 17976.63 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2918, pruned_loss=0.05755, over 986666.09 frames. utt_duration=1336 frames, utt_pad_proportion=0.03097, over 2958.15 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2979, pruned_loss=0.06579, over 2457173.27 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07284, over 18908.95 utterances.], batch size: 183, lr: 3.75e-04
2022-08-25 23:02:51,600 INFO [train.py:927] (0/8) Epoch 10, batch 1150, giga_loss[loss=0.1786, simple_loss=0.27, pruned_loss=0.04359, over 12429.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2927, pruned_loss=0.06316, over 2465515.23 frames. utt_duration=545.6 frames, utt_pad_proportion=0.07098, over 18124.64 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2911, pruned_loss=0.05723, over 1023578.71 frames. utt_duration=1342 frames, utt_pad_proportion=0.02965, over 3054.14 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06386, over 2460414.71 frames. utt_duration=515.9 frames, utt_pad_proportion=0.0729, over 19130.47 utterances.], batch size: 75, lr: 3.75e-04
2022-08-25 23:04:35,529 INFO [train.py:927] (0/8) Epoch 10, batch 1200, giga_loss[loss=0.2341, simple_loss=0.3162, pruned_loss=0.07599, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02581, over 48.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2903, pruned_loss=0.06282, over 2468014.74 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07262, over 18920.69 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05756, over 1052258.76 frames. utt_duration=1344 frames, utt_pad_proportion=0.02874, over 3135.43 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2906, pruned_loss=0.06335, over 2463935.05 frames. utt_duration=496 frames, utt_pad_proportion=0.07442, over 19928.17 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:06:17,072 INFO [train.py:927] (0/8) Epoch 10, batch 1250, giga_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07914, over 12391.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07322, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2901, pruned_loss=0.06264, over 2468340.65 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06946, over 18596.41 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05744, over 1087378.35 frames. utt_duration=1345 frames, utt_pad_proportion=0.02772, over 3237.93 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2905, pruned_loss=0.06322, over 2465013.11 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07159, over 19657.44 utterances.], batch size: 212, lr: 3.74e-04
2022-08-25 23:07:57,331 INFO [train.py:927] (0/8) Epoch 10, batch 1300, giga_loss[loss=0.1566, simple_loss=0.2375, pruned_loss=0.03783, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03798, over 28.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2873, pruned_loss=0.06146, over 2469036.17 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0645, over 17916.57 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05767, over 1128164.67 frames. utt_duration=1350 frames, utt_pad_proportion=0.02657, over 3346.32 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2875, pruned_loss=0.06196, over 2466532.01 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06709, over 19086.36 utterances.], batch size: 28, lr: 3.74e-04
2022-08-25 23:09:41,623 INFO [train.py:927] (0/8) Epoch 10, batch 1350, giga_loss[loss=0.1807, simple_loss=0.2654, pruned_loss=0.048, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03756, over 105.00 utterances.], tot_loss[loss=0.202, simple_loss=0.284, pruned_loss=0.06004, over 2469649.02 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05943, over 16727.49 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2912, pruned_loss=0.05777, over 1181113.58 frames. utt_duration=1350 frames, utt_pad_proportion=0.02502, over 3502.56 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2839, pruned_loss=0.06052, over 2467384.38 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06276, over 18030.57 utterances.], batch size: 105, lr: 3.74e-04
2022-08-25 23:11:22,169 INFO [train.py:927] (0/8) Epoch 10, batch 1400, giga_loss[loss=0.1841, simple_loss=0.2642, pruned_loss=0.05203, over 12345.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2827, pruned_loss=0.05925, over 2469919.39 frames. utt_duration=590.5 frames, utt_pad_proportion=0.0594, over 16773.64 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05798, over 1219372.62 frames. utt_duration=1329 frames, utt_pad_proportion=0.02712, over 3673.17 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2815, pruned_loss=0.05959, over 2468061.43 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06218, over 18023.43 utterances.], batch size: 97, lr: 3.74e-04
2022-08-25 23:13:06,118 INFO [train.py:927] (0/8) Epoch 10, batch 1450, giga_loss[loss=0.1698, simple_loss=0.2583, pruned_loss=0.04064, over 12436.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03878, over 123.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2792, pruned_loss=0.05757, over 2470886.03 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05505, over 16196.17 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05758, over 1244337.05 frames. utt_duration=1335 frames, utt_pad_proportion=0.02641, over 3731.30 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2779, pruned_loss=0.05803, over 2469299.43 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05795, over 17369.21 utterances.], batch size: 123, lr: 3.74e-04
2022-08-25 23:14:46,086 INFO [train.py:927] (0/8) Epoch 10, batch 1500, giga_loss[loss=0.1761, simple_loss=0.2578, pruned_loss=0.04716, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03443, over 40.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2765, pruned_loss=0.05641, over 2470922.84 frames. utt_duration=645.6 frames, utt_pad_proportion=0.0507, over 15345.78 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.0571, over 1286590.71 frames. utt_duration=1342 frames, utt_pad_proportion=0.02566, over 3838.22 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2755, pruned_loss=0.05696, over 2469683.44 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05394, over 16565.08 utterances.], batch size: 40, lr: 3.74e-04
2022-08-25 23:16:32,094 INFO [train.py:927] (0/8) Epoch 10, batch 1550, giga_loss[loss=0.1941, simple_loss=0.2666, pruned_loss=0.06083, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03564, over 37.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2778, pruned_loss=0.05747, over 2471113.77 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05304, over 15684.87 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05727, over 1316246.73 frames. utt_duration=1332 frames, utt_pad_proportion=0.02592, over 3956.08 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2763, pruned_loss=0.05782, over 2469808.89 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05566, over 16819.30 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:18:14,410 INFO [train.py:927] (0/8) Epoch 10, batch 1600, giga_loss[loss=0.2098, simple_loss=0.2973, pruned_loss=0.06119, over 12371.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02787, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2838, pruned_loss=0.06101, over 2472117.74 frames. utt_duration=604.6 frames, utt_pad_proportion=0.05738, over 16395.41 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05769, over 1344807.94 frames. utt_duration=1307 frames, utt_pad_proportion=0.03276, over 4120.88 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2822, pruned_loss=0.06116, over 2471112.68 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05818, over 17438.35 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:20:00,117 INFO [train.py:927] (0/8) Epoch 10, batch 1650, giga_loss[loss=0.2143, simple_loss=0.3113, pruned_loss=0.05863, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06319, over 2473244.42 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05754, over 17227.73 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05764, over 1355925.42 frames. utt_duration=1310 frames, utt_pad_proportion=0.03236, over 4143.61 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2877, pruned_loss=0.06337, over 2472562.40 frames. utt_duration=547 frames, utt_pad_proportion=0.05828, over 18130.16 utterances.], batch size: 97, lr: 3.74e-04
2022-08-25 23:21:42,197 INFO [train.py:927] (0/8) Epoch 10, batch 1700, giga_loss[loss=0.263, simple_loss=0.3485, pruned_loss=0.08876, over 12359.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2955, pruned_loss=0.0658, over 2473114.61 frames. utt_duration=553 frames, utt_pad_proportion=0.06065, over 17937.20 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05791, over 1383470.35 frames. utt_duration=1316 frames, utt_pad_proportion=0.03132, over 4209.39 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2941, pruned_loss=0.06593, over 2472654.79 frames. utt_duration=525 frames, utt_pad_proportion=0.06149, over 18891.41 utterances.], batch size: 91, lr: 3.74e-04
2022-08-25 23:23:24,194 INFO [train.py:927] (0/8) Epoch 10, batch 1750, giga_loss[loss=0.2284, simple_loss=0.3073, pruned_loss=0.07473, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05169, over 161.00 utterances.], tot_loss[loss=0.214, simple_loss=0.297, pruned_loss=0.06555, over 2473183.37 frames. utt_duration=538.6 frames, utt_pad_proportion=0.0604, over 18419.53 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2941, pruned_loss=0.05807, over 1394343.54 frames. utt_duration=1315 frames, utt_pad_proportion=0.03097, over 4246.19 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2957, pruned_loss=0.06566, over 2472819.22 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06122, over 19259.49 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:25:04,591 INFO [train.py:927] (0/8) Epoch 10, batch 1800, giga_loss[loss=0.1915, simple_loss=0.2803, pruned_loss=0.05131, over 12349.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03018, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06417, over 2473857.90 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05959, over 18111.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.058, over 1416012.24 frames. utt_duration=1323 frames, utt_pad_proportion=0.03026, over 4286.99 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2956, pruned_loss=0.06441, over 2473336.25 frames. utt_duration=522 frames, utt_pad_proportion=0.06061, over 19008.52 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:26:48,451 INFO [train.py:927] (0/8) Epoch 10, batch 1850, giga_loss[loss=0.2392, simple_loss=0.3166, pruned_loss=0.08089, over 12443.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03526, over 105.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2973, pruned_loss=0.06451, over 2473444.32 frames. utt_duration=567 frames, utt_pad_proportion=0.05844, over 17495.14 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05776, over 1447228.08 frames. utt_duration=1319 frames, utt_pad_proportion=0.03048, over 4395.23 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2971, pruned_loss=0.06501, over 2473122.09 frames. utt_duration=536.8 frames, utt_pad_proportion=0.05963, over 18479.15 utterances.], batch size: 105, lr: 3.74e-04
2022-08-25 23:28:34,571 INFO [train.py:927] (0/8) Epoch 10, batch 1900, giga_loss[loss=0.2223, simple_loss=0.3074, pruned_loss=0.06859, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02384, over 48.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2991, pruned_loss=0.06539, over 2474164.45 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05707, over 17280.28 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05819, over 1477710.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.03899, over 4576.63 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06574, over 2473852.31 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05665, over 18249.73 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:30:19,437 INFO [train.py:927] (0/8) Epoch 10, batch 1950, giga_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.07466, over 12402.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05793, over 182.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.0676, over 2474270.72 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05994, over 17814.71 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05849, over 1507146.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.03765, over 4662.31 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3012, pruned_loss=0.06794, over 2474087.74 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06003, over 18875.13 utterances.], batch size: 182, lr: 3.74e-04
2022-08-25 23:32:01,615 INFO [train.py:927] (0/8) Epoch 10, batch 2000, libri_loss[loss=0.1637, simple_loss=0.2526, pruned_loss=0.03744, over 12219.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009476, over 29.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06808, over 2473563.34 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05818, over 17532.32 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05823, over 1526202.51 frames. utt_duration=1296 frames, utt_pad_proportion=0.03737, over 4717.47 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3021, pruned_loss=0.0687, over 2473561.19 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05858, over 18572.72 utterances.], batch size: 29, lr: 3.74e-04
2022-08-25 23:33:45,699 INFO [train.py:927] (0/8) Epoch 10, batch 2050, giga_loss[loss=0.2173, simple_loss=0.3015, pruned_loss=0.06654, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03103, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.06781, over 2473110.96 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05716, over 16563.76 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05786, over 1544630.00 frames. utt_duration=1300 frames, utt_pad_proportion=0.03659, over 4756.81 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06866, over 2473426.82 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05785, over 17568.51 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:35:28,254 INFO [train.py:927] (0/8) Epoch 10, batch 2100, giga_loss[loss=0.2285, simple_loss=0.3117, pruned_loss=0.07268, over 12166.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03327, over 36.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3017, pruned_loss=0.06761, over 2473210.62 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06194, over 17355.24 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05785, over 1576235.91 frames. utt_duration=1311 frames, utt_pad_proportion=0.03541, over 4815.42 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06862, over 2473827.80 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06282, over 18497.62 utterances.], batch size: 36, lr: 3.74e-04
2022-08-25 23:37:08,604 INFO [train.py:927] (0/8) Epoch 10, batch 2150, giga_loss[loss=0.2423, simple_loss=0.3283, pruned_loss=0.07809, over 12363.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03161, over 51.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3006, pruned_loss=0.06729, over 2472850.79 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05894, over 16478.71 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05748, over 1602843.86 frames. utt_duration=1319 frames, utt_pad_proportion=0.03433, over 4867.40 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3023, pruned_loss=0.06857, over 2473319.50 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06041, over 17680.02 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:38:49,076 INFO [train.py:927] (0/8) Epoch 10, batch 2200, giga_loss[loss=0.2117, simple_loss=0.2908, pruned_loss=0.06636, over 12328.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3008, pruned_loss=0.06779, over 2472513.67 frames. utt_duration=624.2 frames, utt_pad_proportion=0.06087, over 15881.34 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05714, over 1624267.90 frames. utt_duration=1324 frames, utt_pad_proportion=0.03355, over 4912.18 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3029, pruned_loss=0.06926, over 2472994.96 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06246, over 17060.61 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:40:32,557 INFO [train.py:927] (0/8) Epoch 10, batch 2250, giga_loss[loss=0.228, simple_loss=0.3047, pruned_loss=0.07563, over 12244.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03225, over 45.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.0675, over 2471707.74 frames. utt_duration=642.7 frames, utt_pad_proportion=0.05753, over 15418.19 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2904, pruned_loss=0.05703, over 1632450.70 frames. utt_duration=1324 frames, utt_pad_proportion=0.03336, over 4937.04 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.303, pruned_loss=0.0688, over 2472335.29 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05918, over 16420.46 utterances.], batch size: 45, lr: 3.74e-04
2022-08-25 23:42:16,578 INFO [train.py:927] (0/8) Epoch 10, batch 2300, libri_loss[loss=0.1933, simple_loss=0.2919, pruned_loss=0.0474, over 12347.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01635, over 41.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.301, pruned_loss=0.06796, over 2471369.18 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05922, over 15790.21 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2897, pruned_loss=0.0568, over 1656762.24 frames. utt_duration=1331 frames, utt_pad_proportion=0.03259, over 4985.52 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3032, pruned_loss=0.06941, over 2472342.63 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06085, over 16821.26 utterances.], batch size: 41, lr: 3.74e-04
2022-08-25 23:43:57,532 INFO [train.py:927] (0/8) Epoch 10, batch 2350, giga_loss[loss=0.2303, simple_loss=0.307, pruned_loss=0.07677, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03056, over 80.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2984, pruned_loss=0.06638, over 2472342.41 frames. utt_duration=643.1 frames, utt_pad_proportion=0.0582, over 15413.54 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2896, pruned_loss=0.0565, over 1684752.04 frames. utt_duration=1334 frames, utt_pad_proportion=0.03174, over 5056.89 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3005, pruned_loss=0.06807, over 2473235.97 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06019, over 16513.11 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:45:38,856 INFO [train.py:927] (0/8) Epoch 10, batch 2400, giga_loss[loss=0.1884, simple_loss=0.2728, pruned_loss=0.05199, over 12366.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02693, over 66.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2977, pruned_loss=0.0662, over 2472033.87 frames. utt_duration=624.4 frames, utt_pad_proportion=0.0641, over 15873.74 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05652, over 1700145.52 frames. utt_duration=1317 frames, utt_pad_proportion=0.03834, over 5168.52 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2994, pruned_loss=0.06768, over 2472938.26 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06384, over 16820.97 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:47:20,601 INFO [train.py:927] (0/8) Epoch 10, batch 2450, giga_loss[loss=0.2114, simple_loss=0.2926, pruned_loss=0.06511, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03281, over 43.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2946, pruned_loss=0.06504, over 2472538.82 frames. utt_duration=598.6 frames, utt_pad_proportion=0.06846, over 16563.82 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2896, pruned_loss=0.05647, over 1715489.35 frames. utt_duration=1321 frames, utt_pad_proportion=0.03765, over 5200.84 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2962, pruned_loss=0.06642, over 2473247.26 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06839, over 17479.45 utterances.], batch size: 43, lr: 3.74e-04
2022-08-25 23:49:03,295 INFO [train.py:927] (0/8) Epoch 10, batch 2500, giga_loss[loss=0.221, simple_loss=0.3061, pruned_loss=0.068, over 12380.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05745, over 162.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2904, pruned_loss=0.06301, over 2473240.24 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06564, over 16302.16 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2892, pruned_loss=0.05629, over 1730381.46 frames. utt_duration=1325 frames, utt_pad_proportion=0.03705, over 5228.56 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.292, pruned_loss=0.06435, over 2473938.36 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06609, over 17207.47 utterances.], batch size: 162, lr: 3.73e-04
2022-08-25 23:50:46,633 INFO [train.py:927] (0/8) Epoch 10, batch 2550, giga_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06575, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02956, over 42.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2905, pruned_loss=0.06296, over 2474168.84 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06815, over 17487.20 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.05604, over 1755929.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.03643, over 5298.90 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2921, pruned_loss=0.0644, over 2474823.50 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06892, over 18532.00 utterances.], batch size: 42, lr: 3.73e-04
2022-08-25 23:52:28,163 INFO [train.py:927] (0/8) Epoch 10, batch 2600, giga_loss[loss=0.2101, simple_loss=0.3006, pruned_loss=0.05981, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04149, over 133.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2916, pruned_loss=0.06281, over 2474445.33 frames. utt_duration=571.9 frames, utt_pad_proportion=0.0648, over 17352.92 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2885, pruned_loss=0.05599, over 1777046.39 frames. utt_duration=1333 frames, utt_pad_proportion=0.03534, over 5337.52 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06417, over 2475120.15 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06617, over 18469.67 utterances.], batch size: 133, lr: 3.73e-04
2022-08-25 23:54:07,586 INFO [train.py:927] (0/8) Epoch 10, batch 2650, giga_loss[loss=0.2238, simple_loss=0.3107, pruned_loss=0.06841, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2926, pruned_loss=0.06201, over 2474253.29 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06505, over 17632.07 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05628, over 1800855.19 frames. utt_duration=1311 frames, utt_pad_proportion=0.0411, over 5501.86 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06311, over 2475003.61 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06505, over 18758.91 utterances.], batch size: 212, lr: 3.73e-04
2022-08-25 23:55:50,029 INFO [train.py:927] (0/8) Epoch 10, batch 2700, giga_loss[loss=0.1957, simple_loss=0.2774, pruned_loss=0.05699, over 12129.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04198, over 33.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2924, pruned_loss=0.06189, over 2474650.13 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06045, over 17440.19 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05657, over 1824131.68 frames. utt_duration=1304 frames, utt_pad_proportion=0.04155, over 5601.03 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2929, pruned_loss=0.06275, over 2475208.79 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06088, over 18639.67 utterances.], batch size: 33, lr: 3.73e-04
2022-08-25 23:57:12,023 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-240000.pt
2022-08-25 23:57:36,845 INFO [train.py:927] (0/8) Epoch 10, batch 2750, giga_loss[loss=0.189, simple_loss=0.2753, pruned_loss=0.05137, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02549, over 66.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.293, pruned_loss=0.06216, over 2474453.38 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06136, over 17836.41 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2897, pruned_loss=0.05663, over 1842925.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.04671, over 5715.82 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2934, pruned_loss=0.06295, over 2475353.58 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0606, over 19036.65 utterances.], batch size: 66, lr: 3.73e-04
2022-08-25 23:59:20,029 INFO [train.py:927] (0/8) Epoch 10, batch 2800, giga_loss[loss=0.233, simple_loss=0.3168, pruned_loss=0.07456, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03562, over 105.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2952, pruned_loss=0.0635, over 2474069.77 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06105, over 17760.98 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05687, over 1858489.43 frames. utt_duration=1296 frames, utt_pad_proportion=0.04556, over 5740.74 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2957, pruned_loss=0.06411, over 2474834.21 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06085, over 18960.52 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 00:01:01,089 INFO [train.py:927] (0/8) Epoch 10, batch 2850, giga_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05739, over 12339.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03058, over 66.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2974, pruned_loss=0.06393, over 2474009.85 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05718, over 17653.07 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2902, pruned_loss=0.05697, over 1870466.55 frames. utt_duration=1300 frames, utt_pad_proportion=0.04475, over 5762.78 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2975, pruned_loss=0.06446, over 2474838.98 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05755, over 18805.26 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:02:41,749 INFO [train.py:927] (0/8) Epoch 10, batch 2900, giga_loss[loss=0.1966, simple_loss=0.2801, pruned_loss=0.05657, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0362, over 37.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2978, pruned_loss=0.06408, over 2474030.01 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05374, over 17197.30 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2904, pruned_loss=0.05713, over 1885196.77 frames. utt_duration=1302 frames, utt_pad_proportion=0.04366, over 5797.26 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2979, pruned_loss=0.06456, over 2474894.38 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05464, over 18353.04 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:04:25,831 INFO [train.py:927] (0/8) Epoch 10, batch 2950, libri_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.061, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01194, over 40.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06368, over 2474090.55 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05523, over 17371.26 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2905, pruned_loss=0.05714, over 1891165.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.0437, over 5831.17 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2967, pruned_loss=0.06411, over 2474674.73 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05592, over 18357.67 utterances.], batch size: 40, lr: 3.73e-04
2022-08-26 00:06:05,369 INFO [train.py:927] (0/8) Epoch 10, batch 3000, giga_loss[loss=0.2345, simple_loss=0.3027, pruned_loss=0.08314, over 12355.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2943, pruned_loss=0.063, over 2473513.13 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06188, over 17298.56 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05749, over 1908374.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04356, over 5900.11 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06327, over 2474011.32 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06231, over 18330.94 utterances.], batch size: 367, lr: 3.73e-04
2022-08-26 00:06:05,397 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 00:06:20,098 INFO [train.py:967] (0/8) 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] (0/8) Epoch 10, batch 3050, giga_loss[loss=0.2062, simple_loss=0.3012, pruned_loss=0.05558, over 12364.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.295, pruned_loss=0.06235, over 2473920.81 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05892, over 17695.57 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05766, over 1919691.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.04401, over 5954.88 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2947, pruned_loss=0.06254, over 2474226.10 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05938, over 18673.63 utterances.], batch size: 182, lr: 3.73e-04
2022-08-26 00:09:38,634 INFO [train.py:927] (0/8) Epoch 10, batch 3100, giga_loss[loss=0.2241, simple_loss=0.2941, pruned_loss=0.07707, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03049, over 45.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2957, pruned_loss=0.06266, over 2474075.29 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05577, over 17564.80 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05784, over 1935998.13 frames. utt_duration=1293 frames, utt_pad_proportion=0.04278, over 5995.81 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2954, pruned_loss=0.06281, over 2474413.44 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05678, over 18612.33 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 00:11:19,190 INFO [train.py:927] (0/8) Epoch 10, batch 3150, giga_loss[loss=0.203, simple_loss=0.2792, pruned_loss=0.06343, over 12443.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03155, over 55.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2934, pruned_loss=0.06268, over 2474992.03 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05678, over 17508.43 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2914, pruned_loss=0.05791, over 1949374.23 frames. utt_duration=1299 frames, utt_pad_proportion=0.0418, over 6010.72 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2934, pruned_loss=0.06286, over 2475217.75 frames. utt_duration=533.8 frames, utt_pad_proportion=0.05796, over 18601.91 utterances.], batch size: 55, lr: 3.73e-04
2022-08-26 00:12:57,938 INFO [train.py:927] (0/8) Epoch 10, batch 3200, giga_loss[loss=0.1838, simple_loss=0.2759, pruned_loss=0.0459, over 12332.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02863, over 66.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.291, pruned_loss=0.06197, over 2475308.17 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05403, over 17353.36 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.0577, over 1965001.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04102, over 6052.02 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2912, pruned_loss=0.06238, over 2475441.95 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0555, over 18482.95 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:14:37,496 INFO [train.py:927] (0/8) Epoch 10, batch 3250, giga_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05116, over 12419.00 frames. utt_duration=711 frames, utt_pad_proportion=0.02463, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2897, pruned_loss=0.06161, over 2475529.94 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05259, over 17286.47 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05769, over 1980225.72 frames. utt_duration=1303 frames, utt_pad_proportion=0.04048, over 6084.12 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2897, pruned_loss=0.06206, over 2475567.02 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05414, over 18471.43 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 00:16:15,461 INFO [train.py:927] (0/8) Epoch 10, batch 3300, giga_loss[loss=0.1956, simple_loss=0.2766, pruned_loss=0.05727, over 12399.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06347, over 183.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2867, pruned_loss=0.06016, over 2475302.18 frames. utt_duration=565.8 frames, utt_pad_proportion=0.0557, over 17544.44 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2916, pruned_loss=0.05767, over 1999129.32 frames. utt_duration=1308 frames, utt_pad_proportion=0.03919, over 6120.06 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2864, pruned_loss=0.06065, over 2475842.90 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05723, over 18859.74 utterances.], batch size: 183, lr: 3.73e-04
2022-08-26 00:17:57,607 INFO [train.py:927] (0/8) Epoch 10, batch 3350, giga_loss[loss=0.2132, simple_loss=0.2987, pruned_loss=0.06388, over 12483.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03987, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2871, pruned_loss=0.0605, over 2474817.94 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0564, over 17297.33 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.05773, over 2022017.63 frames. utt_duration=1311 frames, utt_pad_proportion=0.03789, over 6176.43 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2865, pruned_loss=0.06096, over 2475610.12 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05822, over 18819.32 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 00:19:36,511 INFO [train.py:927] (0/8) Epoch 10, batch 3400, giga_loss[loss=0.2117, simple_loss=0.2889, pruned_loss=0.0672, over 12274.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03492, over 51.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2893, pruned_loss=0.06152, over 2474040.01 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05356, over 17078.83 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2911, pruned_loss=0.05744, over 2032453.11 frames. utt_duration=1317 frames, utt_pad_proportion=0.03721, over 6178.08 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2892, pruned_loss=0.06217, over 2475343.39 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05558, over 18530.83 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:21:17,892 INFO [train.py:927] (0/8) Epoch 10, batch 3450, giga_loss[loss=0.2176, simple_loss=0.3002, pruned_loss=0.06752, over 12426.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03686, over 105.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2914, pruned_loss=0.06218, over 2474313.96 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05611, over 17208.43 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05747, over 2036804.17 frames. utt_duration=1319 frames, utt_pad_proportion=0.03688, over 6182.29 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2912, pruned_loss=0.06271, over 2475394.83 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05772, over 18449.13 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 00:23:03,347 INFO [train.py:927] (0/8) Epoch 10, batch 3500, giga_loss[loss=0.2442, simple_loss=0.321, pruned_loss=0.08369, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2953, pruned_loss=0.06474, over 2474022.89 frames. utt_duration=569 frames, utt_pad_proportion=0.06, over 17439.49 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05787, over 2045382.41 frames. utt_duration=1305 frames, utt_pad_proportion=0.04157, over 6275.54 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06495, over 2474980.49 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05969, over 18541.26 utterances.], batch size: 97, lr: 3.73e-04
2022-08-26 00:24:43,407 INFO [train.py:927] (0/8) Epoch 10, batch 3550, giga_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07471, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.0317, over 80.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.07002, over 2474699.21 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05985, over 18498.63 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.05812, over 2056108.32 frames. utt_duration=1305 frames, utt_pad_proportion=0.04061, over 6311.33 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3027, pruned_loss=0.07021, over 2475376.23 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06006, over 19605.35 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 00:26:24,465 INFO [train.py:927] (0/8) Epoch 10, batch 3600, giga_loss[loss=0.2467, simple_loss=0.3241, pruned_loss=0.08471, over 12422.00 frames. utt_duration=479.2 frames, utt_pad_proportion=0.02809, over 104.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.309, pruned_loss=0.07367, over 2474935.76 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05639, over 18617.59 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2921, pruned_loss=0.05788, over 2060189.32 frames. utt_duration=1307 frames, utt_pad_proportion=0.04028, over 6310.21 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3087, pruned_loss=0.0741, over 2475548.73 frames. utt_duration=507 frames, utt_pad_proportion=0.05686, over 19589.90 utterances.], batch size: 104, lr: 3.73e-04
2022-08-26 00:28:07,934 INFO [train.py:927] (0/8) Epoch 10, batch 3650, giga_loss[loss=0.275, simple_loss=0.3462, pruned_loss=0.1019, over 12424.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07589, over 213.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3156, pruned_loss=0.07898, over 2474970.19 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0652, over 19684.13 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.05796, over 2066299.36 frames. utt_duration=1308 frames, utt_pad_proportion=0.03982, over 6327.43 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3155, pruned_loss=0.07951, over 2475538.80 frames. utt_duration=482 frames, utt_pad_proportion=0.06541, over 20606.71 utterances.], batch size: 213, lr: 3.73e-04
2022-08-26 00:29:50,584 INFO [train.py:927] (0/8) Epoch 10, batch 3700, giga_loss[loss=0.2848, simple_loss=0.3544, pruned_loss=0.1076, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03409, over 105.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3189, pruned_loss=0.08246, over 2474109.92 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07133, over 20275.27 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2923, pruned_loss=0.0579, over 2088917.45 frames. utt_duration=1315 frames, utt_pad_proportion=0.03847, over 6361.97 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3202, pruned_loss=0.08417, over 2475713.22 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07206, over 21752.22 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 00:31:41,054 INFO [train.py:927] (0/8) Epoch 10, batch 3750, giga_loss[loss=0.2781, simple_loss=0.3407, pruned_loss=0.1077, over 12415.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03418, over 80.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3246, pruned_loss=0.08769, over 2474392.20 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07839, over 21746.86 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05785, over 2092475.38 frames. utt_duration=1318 frames, utt_pad_proportion=0.03818, over 6358.35 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3261, pruned_loss=0.08931, over 2475907.99 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07871, over 23041.99 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:33:26,879 INFO [train.py:927] (0/8) Epoch 10, batch 3800, giga_loss[loss=0.2639, simple_loss=0.3283, pruned_loss=0.09976, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03897, over 28.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.08998, over 2474778.12 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08245, over 22592.36 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05776, over 2100141.77 frames. utt_duration=1314 frames, utt_pad_proportion=0.03863, over 6401.99 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3277, pruned_loss=0.09187, over 2475903.01 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08266, over 23854.87 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 00:35:08,951 INFO [train.py:927] (0/8) Epoch 10, batch 3850, giga_loss[loss=0.2161, simple_loss=0.3122, pruned_loss=0.06002, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.0341, over 28.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09056, over 2474010.08 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08521, over 22658.60 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05783, over 2114497.73 frames. utt_duration=1312 frames, utt_pad_proportion=0.03874, over 6453.74 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3295, pruned_loss=0.09323, over 2475266.52 frames. utt_duration=410 frames, utt_pad_proportion=0.08573, over 24233.15 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 00:36:55,381 INFO [train.py:927] (0/8) Epoch 10, batch 3900, giga_loss[loss=0.2527, simple_loss=0.3301, pruned_loss=0.08766, over 12401.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04365, over 146.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.328, pruned_loss=0.09055, over 2473800.23 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08241, over 22455.47 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2917, pruned_loss=0.05778, over 2122854.07 frames. utt_duration=1311 frames, utt_pad_proportion=0.03906, over 6484.84 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3311, pruned_loss=0.09344, over 2475297.48 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08324, over 24048.10 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 00:38:41,196 INFO [train.py:927] (0/8) Epoch 10, batch 3950, giga_loss[loss=0.2261, simple_loss=0.3133, pruned_loss=0.06942, over 12408.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.326, pruned_loss=0.08781, over 2473868.88 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07939, over 21814.21 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05782, over 2133376.16 frames. utt_duration=1310 frames, utt_pad_proportion=0.03847, over 6521.10 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3294, pruned_loss=0.09096, over 2474975.52 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0808, over 23478.42 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 00:40:27,151 INFO [train.py:927] (0/8) Epoch 10, batch 4000, giga_loss[loss=0.2036, simple_loss=0.3011, pruned_loss=0.05306, over 12417.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02737, over 58.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08497, over 2473365.36 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07858, over 21304.25 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05798, over 2144667.75 frames. utt_duration=1296 frames, utt_pad_proportion=0.04268, over 6627.37 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.327, pruned_loss=0.08828, over 2474673.15 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07929, over 23036.30 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 00:42:13,257 INFO [train.py:927] (0/8) Epoch 10, batch 4050, giga_loss[loss=0.2478, simple_loss=0.3302, pruned_loss=0.08271, over 12470.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02803, over 80.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.321, pruned_loss=0.0833, over 2473697.73 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07969, over 21312.85 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2921, pruned_loss=0.05811, over 2149424.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.04221, over 6633.91 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3242, pruned_loss=0.08617, over 2474872.11 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08047, over 22875.64 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:44:02,919 INFO [train.py:927] (0/8) Epoch 10, batch 4100, giga_loss[loss=0.2228, simple_loss=0.3021, pruned_loss=0.07174, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03723, over 40.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3191, pruned_loss=0.08198, over 2473469.70 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07667, over 20572.84 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05804, over 2160067.23 frames. utt_duration=1301 frames, utt_pad_proportion=0.04146, over 6650.33 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3227, pruned_loss=0.0851, over 2474905.08 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07804, over 22254.78 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 00:45:53,690 INFO [train.py:927] (0/8) Epoch 10, batch 4150, giga_loss[loss=0.2477, simple_loss=0.3393, pruned_loss=0.0781, over 12348.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3184, pruned_loss=0.08037, over 2473045.48 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07153, over 20270.19 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2917, pruned_loss=0.05784, over 2164247.29 frames. utt_duration=1304 frames, utt_pad_proportion=0.04097, over 6645.61 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3218, pruned_loss=0.08331, over 2474633.08 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07323, over 21791.82 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 00:47:39,349 INFO [train.py:927] (0/8) Epoch 10, batch 4200, giga_loss[loss=0.2466, simple_loss=0.3215, pruned_loss=0.08588, over 12297.00 frames. utt_duration=1026 frames, utt_pad_proportion=0.03182, over 48.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3195, pruned_loss=0.08046, over 2473378.99 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07122, over 20074.92 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.0578, over 2171508.39 frames. utt_duration=1303 frames, utt_pad_proportion=0.04125, over 6671.32 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3228, pruned_loss=0.08332, over 2474982.57 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0728, over 21565.31 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 00:49:24,841 INFO [train.py:927] (0/8) Epoch 10, batch 4250, giga_loss[loss=0.1935, simple_loss=0.2812, pruned_loss=0.05292, over 12346.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04866, over 26.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3195, pruned_loss=0.0811, over 2473561.40 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07018, over 20367.43 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2918, pruned_loss=0.05788, over 2177581.69 frames. utt_duration=1304 frames, utt_pad_proportion=0.04058, over 6685.84 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08373, over 2474759.17 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07186, over 21792.52 utterances.], batch size: 26, lr: 3.72e-04
2022-08-26 00:51:09,993 INFO [train.py:927] (0/8) Epoch 10, batch 4300, giga_loss[loss=0.2253, simple_loss=0.3023, pruned_loss=0.07414, over 12374.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.02971, over 51.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3183, pruned_loss=0.0815, over 2473472.00 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07262, over 21083.67 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05786, over 2181963.49 frames. utt_duration=1302 frames, utt_pad_proportion=0.0402, over 6710.42 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08387, over 2474449.02 frames. utt_duration=444.2 frames, utt_pad_proportion=0.074, over 22353.15 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:52:58,440 INFO [train.py:927] (0/8) Epoch 10, batch 4350, giga_loss[loss=0.2331, simple_loss=0.3282, pruned_loss=0.06899, over 12470.00 frames. utt_duration=757.3 frames, utt_pad_proportion=0.01904, over 66.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3176, pruned_loss=0.08057, over 2473810.17 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07453, over 21304.25 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05799, over 2187719.93 frames. utt_duration=1297 frames, utt_pad_proportion=0.04063, over 6754.15 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3198, pruned_loss=0.08276, over 2474599.60 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07561, over 22527.69 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 00:54:46,716 INFO [train.py:927] (0/8) Epoch 10, batch 4400, giga_loss[loss=0.217, simple_loss=0.3025, pruned_loss=0.06578, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03218, over 51.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08013, over 2474436.61 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07382, over 20763.22 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2928, pruned_loss=0.05817, over 2190777.02 frames. utt_duration=1297 frames, utt_pad_proportion=0.04027, over 6761.60 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3188, pruned_loss=0.08191, over 2474878.17 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07491, over 21841.46 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:56:31,065 INFO [train.py:927] (0/8) Epoch 10, batch 4450, giga_loss[loss=0.2266, simple_loss=0.3061, pruned_loss=0.07351, over 12285.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07971, over 2474338.65 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07585, over 20872.62 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05791, over 2197717.81 frames. utt_duration=1300 frames, utt_pad_proportion=0.04005, over 6767.71 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3175, pruned_loss=0.08181, over 2474776.64 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07692, over 22034.93 utterances.], batch size: 54, lr: 3.72e-04
2022-08-26 00:58:16,470 INFO [train.py:927] (0/8) Epoch 10, batch 4500, giga_loss[loss=0.2617, simple_loss=0.3282, pruned_loss=0.09765, over 12460.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03219, over 105.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07882, over 2474705.42 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06915, over 19858.69 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05791, over 2203062.91 frames. utt_duration=1302 frames, utt_pad_proportion=0.03936, over 6775.29 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08085, over 2475174.84 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07077, over 21015.48 utterances.], batch size: 105, lr: 3.72e-04
2022-08-26 01:00:03,294 INFO [train.py:927] (0/8) Epoch 10, batch 4550, giga_loss[loss=0.2165, simple_loss=0.3127, pruned_loss=0.06017, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02779, over 70.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3129, pruned_loss=0.07885, over 2474819.18 frames. utt_duration=494.8 frames, utt_pad_proportion=0.0664, over 20065.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05796, over 2206775.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.03942, over 6784.59 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.08072, over 2475503.23 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06791, over 21157.93 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 01:01:47,639 INFO [train.py:927] (0/8) Epoch 10, batch 4600, giga_loss[loss=0.2013, simple_loss=0.2823, pruned_loss=0.06012, over 12458.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04078, over 31.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07779, over 2474656.70 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06685, over 19884.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05797, over 2214535.23 frames. utt_duration=1302 frames, utt_pad_proportion=0.03893, over 6809.73 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.314, pruned_loss=0.07983, over 2475354.07 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06849, over 21099.83 utterances.], batch size: 31, lr: 3.72e-04
2022-08-26 01:03:31,514 INFO [train.py:927] (0/8) Epoch 10, batch 4650, giga_loss[loss=0.2518, simple_loss=0.3333, pruned_loss=0.08518, over 12385.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3128, pruned_loss=0.07794, over 2474727.25 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07019, over 20135.99 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05829, over 2219244.59 frames. utt_duration=1304 frames, utt_pad_proportion=0.03846, over 6817.39 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3144, pruned_loss=0.07965, over 2475680.42 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07161, over 21321.91 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 01:05:18,795 INFO [train.py:927] (0/8) Epoch 10, batch 4700, giga_loss[loss=0.237, simple_loss=0.3145, pruned_loss=0.07975, over 12411.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04945, over 147.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.08008, over 2475173.91 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07367, over 20684.09 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05835, over 2224218.34 frames. utt_duration=1306 frames, utt_pad_proportion=0.03783, over 6817.98 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08176, over 2476013.81 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07499, over 21878.03 utterances.], batch size: 147, lr: 3.72e-04
2022-08-26 01:06:40,627 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-242000.pt
2022-08-26 01:07:08,839 INFO [train.py:927] (0/8) Epoch 10, batch 4750, giga_loss[loss=0.35, simple_loss=0.3947, pruned_loss=0.1526, over 12354.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3169, pruned_loss=0.08252, over 2474735.04 frames. utt_duration=469 frames, utt_pad_proportion=0.07704, over 21170.80 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05845, over 2230230.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.04266, over 6906.48 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08426, over 2475565.77 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0769, over 22342.32 utterances.], batch size: 368, lr: 3.72e-04
2022-08-26 01:08:54,062 INFO [train.py:927] (0/8) Epoch 10, batch 4800, giga_loss[loss=0.2054, simple_loss=0.2796, pruned_loss=0.06561, over 12261.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03057, over 45.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3166, pruned_loss=0.08334, over 2474174.57 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07215, over 20732.68 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05863, over 2235989.76 frames. utt_duration=1296 frames, utt_pad_proportion=0.04187, over 6906.65 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3183, pruned_loss=0.08515, over 2475117.33 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07271, over 21988.51 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 01:10:37,198 INFO [train.py:927] (0/8) Epoch 10, batch 4850, giga_loss[loss=0.2002, simple_loss=0.3, pruned_loss=0.05017, over 12342.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03032, over 70.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08167, over 2474132.84 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0693, over 20684.48 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05867, over 2241730.51 frames. utt_duration=1298 frames, utt_pad_proportion=0.04112, over 6917.93 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3173, pruned_loss=0.08362, over 2475014.59 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07032, over 21987.70 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 01:12:22,288 INFO [train.py:927] (0/8) Epoch 10, batch 4900, giga_loss[loss=0.2029, simple_loss=0.2827, pruned_loss=0.06158, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03076, over 42.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07987, over 2473010.08 frames. utt_duration=481.2 frames, utt_pad_proportion=0.0755, over 20621.06 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05856, over 2245042.48 frames. utt_duration=1300 frames, utt_pad_proportion=0.04063, over 6914.18 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3152, pruned_loss=0.08181, over 2473833.06 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07628, over 21843.39 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 01:14:07,064 INFO [train.py:927] (0/8) Epoch 10, batch 4950, giga_loss[loss=0.2403, simple_loss=0.3183, pruned_loss=0.08111, over 12372.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3137, pruned_loss=0.08072, over 2473708.95 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07554, over 20820.51 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05861, over 2251697.94 frames. utt_duration=1302 frames, utt_pad_proportion=0.0398, over 6923.75 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3156, pruned_loss=0.08282, over 2474467.45 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07667, over 22169.63 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 01:15:54,442 INFO [train.py:927] (0/8) Epoch 10, batch 5000, libri_loss[loss=0.2197, simple_loss=0.3091, pruned_loss=0.06518, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01319, over 40.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.0813, over 2473705.24 frames. utt_duration=478 frames, utt_pad_proportion=0.07514, over 20763.34 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05857, over 2255853.11 frames. utt_duration=1302 frames, utt_pad_proportion=0.03963, over 6940.27 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08342, over 2474538.74 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07636, over 22086.09 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 01:17:37,451 INFO [train.py:927] (0/8) Epoch 10, batch 5050, giga_loss[loss=0.2797, simple_loss=0.3436, pruned_loss=0.1079, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06601, over 211.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3188, pruned_loss=0.08103, over 2473671.05 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07485, over 20943.83 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05875, over 2261628.75 frames. utt_duration=1304 frames, utt_pad_proportion=0.03876, over 6946.79 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3207, pruned_loss=0.0832, over 2474955.98 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0764, over 22377.65 utterances.], batch size: 211, lr: 3.71e-04
2022-08-26 01:19:20,065 INFO [train.py:927] (0/8) Epoch 10, batch 5100, giga_loss[loss=0.2242, simple_loss=0.3152, pruned_loss=0.0666, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02532, over 58.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3207, pruned_loss=0.08233, over 2474007.09 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07386, over 20676.37 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05892, over 2268673.59 frames. utt_duration=1289 frames, utt_pad_proportion=0.04388, over 7046.55 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3226, pruned_loss=0.08459, over 2475270.85 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07409, over 22155.97 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 01:21:06,908 INFO [train.py:927] (0/8) Epoch 10, batch 5150, giga_loss[loss=0.2253, simple_loss=0.3001, pruned_loss=0.0753, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02503, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08251, over 2474206.66 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07436, over 20587.56 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2953, pruned_loss=0.05893, over 2275054.21 frames. utt_duration=1281 frames, utt_pad_proportion=0.04434, over 7113.04 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.322, pruned_loss=0.08493, over 2474957.87 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07473, over 22068.91 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:22:52,370 INFO [train.py:927] (0/8) Epoch 10, batch 5200, giga_loss[loss=0.238, simple_loss=0.3127, pruned_loss=0.08165, over 12434.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3187, pruned_loss=0.08211, over 2474663.47 frames. utt_duration=472 frames, utt_pad_proportion=0.07835, over 21036.39 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2952, pruned_loss=0.05888, over 2278036.86 frames. utt_duration=1282 frames, utt_pad_proportion=0.04399, over 7115.25 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3202, pruned_loss=0.08437, over 2475263.62 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07863, over 22380.81 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:24:37,753 INFO [train.py:927] (0/8) Epoch 10, batch 5250, giga_loss[loss=0.2286, simple_loss=0.3105, pruned_loss=0.07335, over 12414.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.039, over 133.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08282, over 2474590.73 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08038, over 21475.36 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2953, pruned_loss=0.05897, over 2280676.03 frames. utt_duration=1284 frames, utt_pad_proportion=0.04375, over 7115.48 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.32, pruned_loss=0.08485, over 2475331.42 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0807, over 22723.84 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:26:21,737 INFO [train.py:927] (0/8) Epoch 10, batch 5300, giga_loss[loss=0.2209, simple_loss=0.3027, pruned_loss=0.06951, over 12400.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08358, over 2474525.29 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07886, over 21959.93 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2954, pruned_loss=0.05912, over 2283298.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.04319, over 7117.73 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08538, over 2475370.05 frames. utt_duration=429.2 frames, utt_pad_proportion=0.0795, over 23147.78 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 01:28:05,056 INFO [train.py:927] (0/8) Epoch 10, batch 5350, giga_loss[loss=0.2695, simple_loss=0.3391, pruned_loss=0.09993, over 12368.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07961, over 213.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.08324, over 2474826.21 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07667, over 21739.61 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2956, pruned_loss=0.05915, over 2291803.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.04755, over 7224.35 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08563, over 2475449.23 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07652, over 23182.81 utterances.], batch size: 213, lr: 3.71e-04
2022-08-26 01:29:52,772 INFO [train.py:927] (0/8) Epoch 10, batch 5400, giga_loss[loss=0.2505, simple_loss=0.3181, pruned_loss=0.09151, over 12380.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03069, over 97.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3186, pruned_loss=0.08323, over 2474653.10 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07593, over 21325.91 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2954, pruned_loss=0.05899, over 2295977.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05138, over 7287.63 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.0858, over 2475455.11 frames. utt_duration=437 frames, utt_pad_proportion=0.07512, over 22736.90 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 01:31:39,737 INFO [train.py:927] (0/8) Epoch 10, batch 5450, libri_loss[loss=0.2327, simple_loss=0.3223, pruned_loss=0.07152, over 12381.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009311, over 38.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3196, pruned_loss=0.0825, over 2474531.83 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07867, over 21840.02 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2958, pruned_loss=0.05905, over 2301904.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.05529, over 7367.46 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3218, pruned_loss=0.08529, over 2475384.51 frames. utt_duration=425 frames, utt_pad_proportion=0.07707, over 23378.39 utterances.], batch size: 38, lr: 3.71e-04
2022-08-26 01:33:23,306 INFO [train.py:927] (0/8) Epoch 10, batch 5500, giga_loss[loss=0.2535, simple_loss=0.3208, pruned_loss=0.09311, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.321, pruned_loss=0.08192, over 2474209.57 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07581, over 21272.72 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2956, pruned_loss=0.05895, over 2304814.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.0544, over 7355.23 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3233, pruned_loss=0.08461, over 2475325.11 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07506, over 22751.60 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:35:07,500 INFO [train.py:927] (0/8) Epoch 10, batch 5550, giga_loss[loss=0.24, simple_loss=0.3224, pruned_loss=0.07884, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04005, over 31.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3221, pruned_loss=0.08237, over 2474121.69 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06959, over 20182.48 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05894, over 2307942.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.05357, over 7349.27 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3243, pruned_loss=0.08495, over 2475214.69 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06969, over 21610.90 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 01:36:52,009 INFO [train.py:927] (0/8) Epoch 10, batch 5600, giga_loss[loss=0.2608, simple_loss=0.3356, pruned_loss=0.09302, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3219, pruned_loss=0.08261, over 2473836.47 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06931, over 19816.38 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2953, pruned_loss=0.05884, over 2316776.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.05292, over 7370.68 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3254, pruned_loss=0.08603, over 2474804.89 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06991, over 21612.34 utterances.], batch size: 183, lr: 3.71e-04
2022-08-26 01:38:35,932 INFO [train.py:927] (0/8) Epoch 10, batch 5650, giga_loss[loss=0.2304, simple_loss=0.3232, pruned_loss=0.06878, over 12327.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03074, over 51.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.321, pruned_loss=0.08054, over 2473775.01 frames. utt_duration=507 frames, utt_pad_proportion=0.06599, over 19573.56 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.05893, over 2319479.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05238, over 7373.36 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3242, pruned_loss=0.08359, over 2474910.34 frames. utt_duration=468 frames, utt_pad_proportion=0.06698, over 21221.48 utterances.], batch size: 51, lr: 3.71e-04
2022-08-26 01:40:22,126 INFO [train.py:927] (0/8) Epoch 10, batch 5700, giga_loss[loss=0.2859, simple_loss=0.3593, pruned_loss=0.1063, over 12385.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05933, over 182.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3216, pruned_loss=0.08073, over 2473099.91 frames. utt_duration=497 frames, utt_pad_proportion=0.06932, over 19964.04 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.295, pruned_loss=0.05877, over 2321711.10 frames. utt_duration=1262 frames, utt_pad_proportion=0.05192, over 7369.76 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3246, pruned_loss=0.08354, over 2474059.72 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0701, over 21424.75 utterances.], batch size: 182, lr: 3.71e-04
2022-08-26 01:42:06,381 INFO [train.py:927] (0/8) Epoch 10, batch 5750, giga_loss[loss=0.235, simple_loss=0.3145, pruned_loss=0.07774, over 12456.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03195, over 92.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3202, pruned_loss=0.08035, over 2473686.30 frames. utt_duration=500 frames, utt_pad_proportion=0.06978, over 19850.32 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2951, pruned_loss=0.05862, over 2326564.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05063, over 7364.70 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3234, pruned_loss=0.08346, over 2474839.15 frames. utt_duration=463 frames, utt_pad_proportion=0.071, over 21448.82 utterances.], batch size: 92, lr: 3.71e-04
2022-08-26 01:43:51,846 INFO [train.py:927] (0/8) Epoch 10, batch 5800, giga_loss[loss=0.2192, simple_loss=0.2957, pruned_loss=0.07135, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03188, over 86.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3198, pruned_loss=0.08164, over 2473440.43 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06843, over 19878.30 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2952, pruned_loss=0.05864, over 2327325.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05042, over 7361.87 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3224, pruned_loss=0.08416, over 2474316.28 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06958, over 21190.04 utterances.], batch size: 86, lr: 3.71e-04
2022-08-26 01:45:36,464 INFO [train.py:927] (0/8) Epoch 10, batch 5850, giga_loss[loss=0.2659, simple_loss=0.335, pruned_loss=0.09844, over 12470.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02941, over 55.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3191, pruned_loss=0.08217, over 2473801.19 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06701, over 20260.00 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05849, over 2330092.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.04965, over 7343.79 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3218, pruned_loss=0.08472, over 2474613.26 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06832, over 21549.66 utterances.], batch size: 55, lr: 3.71e-04
2022-08-26 01:47:15,299 INFO [train.py:927] (0/8) Epoch 10, batch 5900, giga_loss[loss=0.2045, simple_loss=0.2954, pruned_loss=0.05681, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3162, pruned_loss=0.07932, over 2474045.23 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06702, over 20031.25 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05851, over 2333593.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.04867, over 7335.28 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3188, pruned_loss=0.08184, over 2474741.26 frames. utt_duration=465 frames, utt_pad_proportion=0.06847, over 21357.17 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:49:02,769 INFO [train.py:927] (0/8) Epoch 10, batch 5950, giga_loss[loss=0.2175, simple_loss=0.2976, pruned_loss=0.06875, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0289, over 48.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3131, pruned_loss=0.07741, over 2474467.96 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06751, over 20088.68 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.05835, over 2335567.16 frames. utt_duration=1278 frames, utt_pad_proportion=0.04812, over 7320.32 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3157, pruned_loss=0.0798, over 2475142.32 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06887, over 21320.61 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:50:50,342 INFO [train.py:927] (0/8) Epoch 10, batch 6000, giga_loss[loss=0.2907, simple_loss=0.3526, pruned_loss=0.1144, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3102, pruned_loss=0.07634, over 2474863.37 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07074, over 20125.65 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2945, pruned_loss=0.05811, over 2338222.38 frames. utt_duration=1284 frames, utt_pad_proportion=0.0475, over 7292.13 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07875, over 2475483.26 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07194, over 21355.93 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 01:50:50,364 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 01:51:05,482 INFO [train.py:967] (0/8) 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 01:52:50,430 INFO [train.py:927] (0/8) Epoch 10, batch 6050, libri_loss[loss=0.2207, simple_loss=0.3172, pruned_loss=0.06206, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005952, over 35.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07574, over 2475316.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06703, over 19474.65 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2951, pruned_loss=0.05822, over 2342507.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.04633, over 7293.28 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07808, over 2475601.87 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06884, over 20808.48 utterances.], batch size: 35, lr: 3.71e-04
2022-08-26 01:54:35,627 INFO [train.py:927] (0/8) Epoch 10, batch 6100, giga_loss[loss=0.2259, simple_loss=0.2994, pruned_loss=0.07614, over 12420.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.312, pruned_loss=0.0768, over 2475723.24 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0782, over 20669.69 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.295, pruned_loss=0.05828, over 2346078.91 frames. utt_duration=1284 frames, utt_pad_proportion=0.04633, over 7318.04 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07902, over 2475703.68 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07911, over 21985.36 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 01:56:19,093 INFO [train.py:927] (0/8) Epoch 10, batch 6150, giga_loss[loss=0.2864, simple_loss=0.3537, pruned_loss=0.1095, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07419, over 213.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3118, pruned_loss=0.07733, over 2475068.68 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07677, over 19882.53 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.0583, over 2352410.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05039, over 7383.59 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3146, pruned_loss=0.08005, over 2475581.73 frames. utt_duration=461 frames, utt_pad_proportion=0.07687, over 21550.04 utterances.], batch size: 213, lr: 3.71e-04
2022-08-26 01:58:03,542 INFO [train.py:927] (0/8) Epoch 10, batch 6200, giga_loss[loss=0.2164, simple_loss=0.2946, pruned_loss=0.06908, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0391, over 33.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3116, pruned_loss=0.07693, over 2474316.26 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07575, over 19797.68 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05794, over 2356341.71 frames. utt_duration=1278 frames, utt_pad_proportion=0.05021, over 7384.75 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07998, over 2474973.50 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07628, over 21520.11 utterances.], batch size: 33, lr: 3.71e-04
2022-08-26 01:59:45,813 INFO [train.py:927] (0/8) Epoch 10, batch 6250, giga_loss[loss=0.2497, simple_loss=0.3195, pruned_loss=0.08999, over 12382.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03485, over 122.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3118, pruned_loss=0.07727, over 2474149.66 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07271, over 19362.21 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.0576, over 2360663.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.04918, over 7370.39 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3156, pruned_loss=0.08071, over 2474962.55 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07396, over 21196.16 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 02:01:33,953 INFO [train.py:927] (0/8) Epoch 10, batch 6300, giga_loss[loss=0.2257, simple_loss=0.317, pruned_loss=0.06716, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3144, pruned_loss=0.07797, over 2474511.66 frames. utt_duration=494.3 frames, utt_pad_proportion=0.0725, over 20083.81 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05758, over 2361805.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.04968, over 7393.71 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3175, pruned_loss=0.08087, over 2475143.14 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07341, over 21612.99 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 02:03:18,846 INFO [train.py:927] (0/8) Epoch 10, batch 6350, giga_loss[loss=0.2409, simple_loss=0.3137, pruned_loss=0.08404, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02939, over 45.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3149, pruned_loss=0.07865, over 2474770.27 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07328, over 20306.20 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2939, pruned_loss=0.05765, over 2365195.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.04893, over 7403.50 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08146, over 2475220.56 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07441, over 21864.51 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 02:05:04,455 INFO [train.py:927] (0/8) Epoch 10, batch 6400, giga_loss[loss=0.2404, simple_loss=0.3087, pruned_loss=0.08604, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03554, over 40.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3141, pruned_loss=0.07872, over 2474605.18 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06991, over 20692.44 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.05743, over 2367747.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.04785, over 7371.77 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3174, pruned_loss=0.08177, over 2475609.62 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07153, over 22346.49 utterances.], batch size: 40, lr: 3.70e-04
2022-08-26 02:06:47,655 INFO [train.py:927] (0/8) Epoch 10, batch 6450, libri_loss[loss=0.2263, simple_loss=0.3096, pruned_loss=0.07152, over 12235.00 frames. utt_duration=961 frames, utt_pad_proportion=0.06703, over 51.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07921, over 2474266.84 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07181, over 20778.82 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05736, over 2371172.22 frames. utt_duration=1290 frames, utt_pad_proportion=0.04689, over 7361.22 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.08244, over 2475324.54 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07353, over 22567.60 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:08:30,536 INFO [train.py:927] (0/8) Epoch 10, batch 6500, giga_loss[loss=0.2044, simple_loss=0.2989, pruned_loss=0.05493, over 12455.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03063, over 55.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3136, pruned_loss=0.07963, over 2473595.96 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06845, over 19866.00 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05738, over 2372125.96 frames. utt_duration=1293 frames, utt_pad_proportion=0.0464, over 7344.88 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3169, pruned_loss=0.08245, over 2474928.45 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07037, over 21461.92 utterances.], batch size: 55, lr: 3.70e-04
2022-08-26 02:10:14,283 INFO [train.py:927] (0/8) Epoch 10, batch 6550, giga_loss[loss=0.2282, simple_loss=0.3013, pruned_loss=0.07749, over 12338.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02555, over 45.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3159, pruned_loss=0.08119, over 2474709.13 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06387, over 20106.70 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05729, over 2373345.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.04605, over 7337.43 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08368, over 2475582.67 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06581, over 21477.38 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:11:58,593 INFO [train.py:927] (0/8) Epoch 10, batch 6600, giga_loss[loss=0.2196, simple_loss=0.3039, pruned_loss=0.06769, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03349, over 62.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3155, pruned_loss=0.08097, over 2474416.60 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06008, over 19288.43 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05743, over 2376955.61 frames. utt_duration=1297 frames, utt_pad_proportion=0.04502, over 7341.61 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08359, over 2474996.94 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06246, over 20777.21 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:13:45,341 INFO [train.py:927] (0/8) Epoch 10, batch 6650, giga_loss[loss=0.31, simple_loss=0.3634, pruned_loss=0.1283, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.0818, over 2473966.54 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06051, over 19310.79 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05749, over 2378192.11 frames. utt_duration=1298 frames, utt_pad_proportion=0.04446, over 7338.50 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08411, over 2474604.98 frames. utt_duration=481 frames, utt_pad_proportion=0.06263, over 20642.57 utterances.], batch size: 212, lr: 3.70e-04
2022-08-26 02:15:29,559 INFO [train.py:927] (0/8) Epoch 10, batch 6700, libri_loss[loss=0.2114, simple_loss=0.2993, pruned_loss=0.06171, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01221, over 40.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08107, over 2474285.61 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06174, over 19058.48 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05744, over 2382037.76 frames. utt_duration=1300 frames, utt_pad_proportion=0.04305, over 7336.04 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08389, over 2474739.10 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06415, over 20593.08 utterances.], batch size: 40, lr: 3.70e-04
2022-08-26 02:16:54,597 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-244000.pt
2022-08-26 02:17:22,320 INFO [train.py:927] (0/8) Epoch 10, batch 6750, giga_loss[loss=0.2714, simple_loss=0.3394, pruned_loss=0.1017, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3179, pruned_loss=0.08247, over 2474086.23 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06281, over 19140.17 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05742, over 2383032.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04254, over 7329.06 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3205, pruned_loss=0.08503, over 2474779.93 frames. utt_duration=484 frames, utt_pad_proportion=0.0649, over 20515.53 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 02:19:06,149 INFO [train.py:927] (0/8) Epoch 10, batch 6800, giga_loss[loss=0.2912, simple_loss=0.3439, pruned_loss=0.1192, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3202, pruned_loss=0.08361, over 2474399.57 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06458, over 19836.50 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05756, over 2384390.18 frames. utt_duration=1304 frames, utt_pad_proportion=0.04204, over 7324.15 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3223, pruned_loss=0.08583, over 2474947.76 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06632, over 21077.83 utterances.], batch size: 259, lr: 3.70e-04
2022-08-26 02:20:50,269 INFO [train.py:927] (0/8) Epoch 10, batch 6850, libri_loss[loss=0.225, simple_loss=0.3209, pruned_loss=0.06459, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005213, over 34.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3186, pruned_loss=0.08255, over 2473437.27 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06304, over 19870.00 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2932, pruned_loss=0.05767, over 2385787.82 frames. utt_duration=1307 frames, utt_pad_proportion=0.04159, over 7309.86 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3207, pruned_loss=0.08468, over 2474229.33 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06477, over 21104.90 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 02:22:30,883 INFO [train.py:927] (0/8) Epoch 10, batch 6900, giga_loss[loss=0.2291, simple_loss=0.3127, pruned_loss=0.07279, over 12306.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03617, over 51.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08331, over 2473136.69 frames. utt_duration=489.8 frames, utt_pad_proportion=0.0659, over 20257.96 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05764, over 2387321.48 frames. utt_duration=1307 frames, utt_pad_proportion=0.04118, over 7314.29 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08558, over 2474317.38 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06741, over 21522.29 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:24:17,863 INFO [train.py:927] (0/8) Epoch 10, batch 6950, giga_loss[loss=0.2288, simple_loss=0.3116, pruned_loss=0.07295, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3203, pruned_loss=0.08466, over 2473461.21 frames. utt_duration=475 frames, utt_pad_proportion=0.07258, over 20895.08 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05775, over 2390028.28 frames. utt_duration=1309 frames, utt_pad_proportion=0.04014, over 7310.27 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08719, over 2474644.14 frames. utt_duration=445 frames, utt_pad_proportion=0.0739, over 22315.60 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:26:01,342 INFO [train.py:927] (0/8) Epoch 10, batch 7000, giga_loss[loss=0.277, simple_loss=0.3405, pruned_loss=0.1067, over 12419.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3208, pruned_loss=0.08503, over 2473974.05 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07198, over 20720.47 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.0577, over 2393222.96 frames. utt_duration=1309 frames, utt_pad_proportion=0.03951, over 7322.85 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08809, over 2475017.92 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07369, over 22343.33 utterances.], batch size: 212, lr: 3.70e-04
2022-08-26 02:27:43,183 INFO [train.py:927] (0/8) Epoch 10, batch 7050, giga_loss[loss=0.2057, simple_loss=0.2822, pruned_loss=0.06458, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02663, over 45.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.32, pruned_loss=0.08435, over 2474411.25 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06902, over 20204.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05771, over 2395918.09 frames. utt_duration=1309 frames, utt_pad_proportion=0.03976, over 7332.48 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3233, pruned_loss=0.08755, over 2474974.92 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0708, over 21849.23 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:29:25,482 INFO [train.py:927] (0/8) Epoch 10, batch 7100, giga_loss[loss=0.2312, simple_loss=0.3109, pruned_loss=0.07574, over 12406.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0376, over 113.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08324, over 2474795.38 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06892, over 20081.45 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05775, over 2396998.13 frames. utt_duration=1308 frames, utt_pad_proportion=0.03934, over 7336.45 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08607, over 2475318.06 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07062, over 21542.70 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:31:09,100 INFO [train.py:927] (0/8) Epoch 10, batch 7150, giga_loss[loss=0.2165, simple_loss=0.3033, pruned_loss=0.06484, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03013, over 48.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.318, pruned_loss=0.08226, over 2474600.77 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07061, over 20069.26 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05767, over 2399057.59 frames. utt_duration=1312 frames, utt_pad_proportion=0.03845, over 7321.57 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3211, pruned_loss=0.08531, over 2475236.56 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07242, over 21618.58 utterances.], batch size: 48, lr: 3.70e-04
2022-08-26 02:32:55,181 INFO [train.py:927] (0/8) Epoch 10, batch 7200, giga_loss[loss=0.2102, simple_loss=0.2946, pruned_loss=0.06292, over 12280.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03641, over 51.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3165, pruned_loss=0.082, over 2474369.30 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07519, over 20530.97 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05775, over 2399671.06 frames. utt_duration=1314 frames, utt_pad_proportion=0.03817, over 7313.36 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3191, pruned_loss=0.08454, over 2474997.45 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07651, over 21874.54 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:34:38,228 INFO [train.py:927] (0/8) Epoch 10, batch 7250, libri_loss[loss=0.232, simple_loss=0.3199, pruned_loss=0.07202, over 12446.00 frames. utt_duration=744.4 frames, utt_pad_proportion=0.1483, over 67.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3136, pruned_loss=0.08072, over 2474738.48 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0704, over 20252.42 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2932, pruned_loss=0.05778, over 2401832.26 frames. utt_duration=1309 frames, utt_pad_proportion=0.03886, over 7347.96 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3162, pruned_loss=0.08338, over 2475266.17 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07186, over 21659.54 utterances.], batch size: 67, lr: 3.70e-04
2022-08-26 02:36:24,501 INFO [train.py:927] (0/8) Epoch 10, batch 7300, giga_loss[loss=0.1972, simple_loss=0.278, pruned_loss=0.05824, over 12460.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03074, over 75.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3117, pruned_loss=0.08026, over 2475388.17 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07099, over 20239.14 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05785, over 2404843.29 frames. utt_duration=1311 frames, utt_pad_proportion=0.03891, over 7345.07 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3149, pruned_loss=0.08316, over 2475705.57 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07249, over 21840.84 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:38:10,095 INFO [train.py:927] (0/8) Epoch 10, batch 7350, giga_loss[loss=0.1988, simple_loss=0.2944, pruned_loss=0.0516, over 12381.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3115, pruned_loss=0.07792, over 2475619.89 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06941, over 20892.54 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05776, over 2406246.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.03936, over 7368.26 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.08068, over 2475868.35 frames. utt_duration=444 frames, utt_pad_proportion=0.07072, over 22379.48 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:39:52,794 INFO [train.py:927] (0/8) Epoch 10, batch 7400, giga_loss[loss=0.1963, simple_loss=0.271, pruned_loss=0.06079, over 12372.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07509, over 2475896.88 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07373, over 22560.17 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05762, over 2407462.86 frames. utt_duration=1313 frames, utt_pad_proportion=0.03864, over 7345.33 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07781, over 2476512.03 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07479, over 24057.18 utterances.], batch size: 358, lr: 3.70e-04
2022-08-26 02:41:35,654 INFO [train.py:927] (0/8) Epoch 10, batch 7450, giga_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05761, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.309, pruned_loss=0.07321, over 2475935.56 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07241, over 22680.92 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.05775, over 2409389.55 frames. utt_duration=1299 frames, utt_pad_proportion=0.04392, over 7430.01 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07582, over 2476838.74 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07227, over 24295.19 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 02:43:19,383 INFO [train.py:927] (0/8) Epoch 10, batch 7500, giga_loss[loss=0.2236, simple_loss=0.3147, pruned_loss=0.06621, over 12461.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03403, over 98.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3089, pruned_loss=0.07123, over 2475661.33 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07248, over 22885.84 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2923, pruned_loss=0.05779, over 2409900.78 frames. utt_duration=1299 frames, utt_pad_proportion=0.04366, over 7427.68 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3114, pruned_loss=0.07337, over 2476521.83 frames. utt_duration=409 frames, utt_pad_proportion=0.07252, over 24303.82 utterances.], batch size: 98, lr: 3.70e-04
2022-08-26 02:45:04,031 INFO [train.py:927] (0/8) Epoch 10, batch 7550, giga_loss[loss=0.1933, simple_loss=0.285, pruned_loss=0.05075, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0397, over 113.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3062, pruned_loss=0.06887, over 2475255.29 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07081, over 22957.09 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05792, over 2411546.74 frames. utt_duration=1298 frames, utt_pad_proportion=0.04335, over 7440.28 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3085, pruned_loss=0.07086, over 2476541.88 frames. utt_duration=404.5 frames, utt_pad_proportion=0.0713, over 24578.50 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:46:48,141 INFO [train.py:927] (0/8) Epoch 10, batch 7600, giga_loss[loss=0.1934, simple_loss=0.2845, pruned_loss=0.05113, over 12351.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03337, over 62.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3046, pruned_loss=0.06775, over 2475560.26 frames. utt_duration=423.9 frames, utt_pad_proportion=0.0716, over 23437.57 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05804, over 2413323.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.04774, over 7537.20 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3064, pruned_loss=0.06952, over 2476678.25 frames. utt_duration=396.2 frames, utt_pad_proportion=0.071, over 25093.87 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:48:32,735 INFO [train.py:927] (0/8) Epoch 10, batch 7650, giga_loss[loss=0.2169, simple_loss=0.295, pruned_loss=0.06943, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07309, over 212.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3029, pruned_loss=0.06592, over 2475541.30 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07134, over 23431.17 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05808, over 2414484.23 frames. utt_duration=1282 frames, utt_pad_proportion=0.04724, over 7542.68 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3043, pruned_loss=0.06749, over 2476778.69 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07118, over 25098.72 utterances.], batch size: 212, lr: 3.70e-04
2022-08-26 02:50:17,777 INFO [train.py:927] (0/8) Epoch 10, batch 7700, giga_loss[loss=0.1661, simple_loss=0.2617, pruned_loss=0.03525, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03013, over 62.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2996, pruned_loss=0.06349, over 2476007.02 frames. utt_duration=425 frames, utt_pad_proportion=0.07131, over 23382.12 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05825, over 2415821.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.04659, over 7552.77 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3005, pruned_loss=0.06469, over 2476876.78 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0715, over 24988.83 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 02:52:03,055 INFO [train.py:927] (0/8) Epoch 10, batch 7750, giga_loss[loss=0.1847, simple_loss=0.2697, pruned_loss=0.04988, over 12293.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.297, pruned_loss=0.06236, over 2475785.74 frames. utt_duration=419 frames, utt_pad_proportion=0.0737, over 23714.52 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05833, over 2418269.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.04527, over 7548.83 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06346, over 2476704.99 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07445, over 25704.31 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 02:53:55,987 INFO [train.py:927] (0/8) Epoch 10, batch 7800, giga_loss[loss=0.2433, simple_loss=0.3307, pruned_loss=0.07792, over 12398.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2971, pruned_loss=0.06211, over 2475524.29 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07373, over 24024.60 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05819, over 2418973.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.0449, over 7541.71 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.06314, over 2476369.93 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07452, over 25807.69 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 02:55:58,066 INFO [train.py:927] (0/8) Epoch 10, batch 7850, giga_loss[loss=0.2055, simple_loss=0.2975, pruned_loss=0.05671, over 12406.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02868, over 58.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2977, pruned_loss=0.06179, over 2475812.65 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07458, over 24378.19 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2944, pruned_loss=0.0583, over 2419586.63 frames. utt_duration=1286 frames, utt_pad_proportion=0.04443, over 7534.55 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2977, pruned_loss=0.06256, over 2476688.90 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07537, over 26013.91 utterances.], batch size: 58, lr: 3.69e-04
2022-08-26 02:57:55,730 INFO [train.py:927] (0/8) Epoch 10, batch 7900, giga_loss[loss=0.2008, simple_loss=0.2997, pruned_loss=0.05095, over 12437.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04823, over 147.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06035, over 2476371.99 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07206, over 23534.80 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05856, over 2420721.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.04834, over 7598.64 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2959, pruned_loss=0.06077, over 2477314.37 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07195, over 25159.61 utterances.], batch size: 147, lr: 3.69e-04
2022-08-26 03:00:04,804 INFO [train.py:927] (0/8) Epoch 10, batch 7950, giga_loss[loss=0.1817, simple_loss=0.2537, pruned_loss=0.05485, over 12380.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1729, over 355.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2943, pruned_loss=0.0591, over 2476319.53 frames. utt_duration=419 frames, utt_pad_proportion=0.0716, over 23714.35 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05879, over 2422749.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.0508, over 7660.19 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2939, pruned_loss=0.05927, over 2477235.14 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07109, over 25551.11 utterances.], batch size: 355, lr: 3.69e-04
2022-08-26 03:02:00,205 INFO [train.py:927] (0/8) Epoch 10, batch 8000, libri_loss[loss=0.1696, simple_loss=0.2443, pruned_loss=0.04746, over 12462.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009529, over 29.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05877, over 2476546.29 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06674, over 23503.89 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2943, pruned_loss=0.05864, over 2424224.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05013, over 7644.52 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05905, over 2477875.19 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06703, over 25609.68 utterances.], batch size: 29, lr: 3.69e-04
2022-08-26 03:03:53,675 INFO [train.py:927] (0/8) Epoch 10, batch 8050, giga_loss[loss=0.2149, simple_loss=0.2987, pruned_loss=0.06553, over 12402.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09728, over 256.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2931, pruned_loss=0.0586, over 2476780.40 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06769, over 23315.00 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05859, over 2425125.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.04896, over 7621.46 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2933, pruned_loss=0.05888, over 2478440.99 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06829, over 25447.89 utterances.], batch size: 256, lr: 3.69e-04
2022-08-26 03:06:15,236 INFO [train.py:927] (0/8) Epoch 10, batch 8100, giga_loss[loss=0.1866, simple_loss=0.2706, pruned_loss=0.05136, over 12351.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02989, over 91.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05848, over 2477247.08 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06674, over 23898.37 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05859, over 2425692.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.04856, over 7622.24 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05869, over 2478514.65 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06744, over 25716.39 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 03:08:14,509 INFO [train.py:927] (0/8) Epoch 10, batch 8150, giga_loss[loss=0.2421, simple_loss=0.3281, pruned_loss=0.07804, over 12401.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06639, over 212.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2946, pruned_loss=0.0593, over 2477263.99 frames. utt_duration=411.9 frames, utt_pad_proportion=0.0663, over 24130.24 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05829, over 2427137.84 frames. utt_duration=1277 frames, utt_pad_proportion=0.04823, over 7611.09 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2952, pruned_loss=0.05978, over 2478591.51 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06714, over 26129.93 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:10:19,011 INFO [train.py:927] (0/8) Epoch 10, batch 8200, giga_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06147, over 12426.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09612, over 256.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2965, pruned_loss=0.0588, over 2477262.98 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06855, over 25398.44 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05825, over 2427887.79 frames. utt_duration=1278 frames, utt_pad_proportion=0.04763, over 7606.88 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2971, pruned_loss=0.05922, over 2478542.59 frames. utt_duration=364.4 frames, utt_pad_proportion=0.06929, over 27298.25 utterances.], batch size: 256, lr: 3.69e-04
2022-08-26 03:12:26,510 INFO [train.py:927] (0/8) Epoch 10, batch 8250, giga_loss[loss=0.1826, simple_loss=0.2725, pruned_loss=0.04636, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03055, over 45.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2967, pruned_loss=0.05809, over 2476640.25 frames. utt_duration=407.3 frames, utt_pad_proportion=0.0653, over 24395.29 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05805, over 2428287.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.04682, over 7587.74 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2977, pruned_loss=0.05862, over 2478366.55 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06642, over 26295.31 utterances.], batch size: 45, lr: 3.69e-04
2022-08-26 03:14:39,999 INFO [train.py:927] (0/8) Epoch 10, batch 8300, giga_loss[loss=0.218, simple_loss=0.3028, pruned_loss=0.06661, over 12421.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.0362, over 40.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2966, pruned_loss=0.05871, over 2476860.47 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06456, over 23758.01 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05847, over 2429932.23 frames. utt_duration=1270 frames, utt_pad_proportion=0.05019, over 7663.39 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2969, pruned_loss=0.05878, over 2478070.32 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06486, over 25649.75 utterances.], batch size: 40, lr: 3.69e-04
2022-08-26 03:16:58,775 INFO [train.py:927] (0/8) Epoch 10, batch 8350, giga_loss[loss=0.1999, simple_loss=0.286, pruned_loss=0.05688, over 12399.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02582, over 85.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2944, pruned_loss=0.05815, over 2477495.15 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06487, over 24088.35 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05848, over 2430115.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.04994, over 7659.81 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2947, pruned_loss=0.0582, over 2478686.87 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06517, over 25711.07 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:19:06,698 INFO [train.py:927] (0/8) Epoch 10, batch 8400, giga_loss[loss=0.1832, simple_loss=0.2772, pruned_loss=0.04456, over 12347.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02789, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2915, pruned_loss=0.05714, over 2477819.11 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06666, over 24397.31 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.0586, over 2431229.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.04877, over 7640.27 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05704, over 2479067.72 frames. utt_duration=380 frames, utt_pad_proportion=0.06721, over 26177.64 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:21:09,202 INFO [train.py:927] (0/8) Epoch 10, batch 8450, giga_loss[loss=0.2216, simple_loss=0.317, pruned_loss=0.06313, over 12434.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05853, over 2478165.04 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06703, over 24709.97 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05857, over 2432450.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.0486, over 7655.82 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05846, over 2479102.73 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06762, over 26514.31 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:23:11,364 INFO [train.py:927] (0/8) Epoch 10, batch 8500, giga_loss[loss=0.2002, simple_loss=0.276, pruned_loss=0.06221, over 12369.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1772, over 357.00 utterances.], tot_loss[loss=0.205, simple_loss=0.293, pruned_loss=0.05845, over 2478728.59 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06664, over 24696.32 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05848, over 2433722.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.04762, over 7622.55 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05846, over 2479556.02 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06747, over 26607.52 utterances.], batch size: 357, lr: 3.69e-04
2022-08-26 03:25:14,966 INFO [train.py:927] (0/8) Epoch 10, batch 8550, giga_loss[loss=0.1978, simple_loss=0.2946, pruned_loss=0.05049, over 12329.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.02884, over 62.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2933, pruned_loss=0.05857, over 2478026.59 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06386, over 23768.71 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2933, pruned_loss=0.05852, over 2434704.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.04643, over 7588.10 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05857, over 2479409.21 frames. utt_duration=383.3 frames, utt_pad_proportion=0.0652, over 25954.99 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 03:27:35,922 INFO [train.py:927] (0/8) Epoch 10, batch 8600, giga_loss[loss=0.1885, simple_loss=0.2907, pruned_loss=0.0432, over 12177.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03928, over 28.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2941, pruned_loss=0.05871, over 2477900.21 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06877, over 24426.33 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05838, over 2436107.34 frames. utt_duration=1288 frames, utt_pad_proportion=0.04621, over 7575.98 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2945, pruned_loss=0.05883, over 2479095.58 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06965, over 26724.68 utterances.], batch size: 28, lr: 3.69e-04
2022-08-26 03:29:42,492 INFO [train.py:927] (0/8) Epoch 10, batch 8650, giga_loss[loss=0.1671, simple_loss=0.2531, pruned_loss=0.04057, over 12449.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03584, over 105.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2906, pruned_loss=0.05763, over 2478088.05 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06874, over 24340.47 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05852, over 2436634.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05024, over 7658.82 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2908, pruned_loss=0.0576, over 2479125.12 frames. utt_duration=378 frames, utt_pad_proportion=0.06853, over 26312.94 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:31:36,800 INFO [train.py:927] (0/8) Epoch 10, batch 8700, giga_loss[loss=0.2041, simple_loss=0.2832, pruned_loss=0.06249, over 12425.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2897, pruned_loss=0.05729, over 2478047.42 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06714, over 24457.89 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05836, over 2437633.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.04938, over 7643.93 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2894, pruned_loss=0.05737, over 2479296.11 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06749, over 26614.42 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 03:33:10,630 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-246000.pt
2022-08-26 03:33:41,159 INFO [train.py:927] (0/8) Epoch 10, batch 8750, giga_loss[loss=0.1791, simple_loss=0.2766, pruned_loss=0.04075, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03891, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2882, pruned_loss=0.05631, over 2477579.71 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06797, over 23827.27 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05823, over 2438830.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.04938, over 7661.71 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2881, pruned_loss=0.05646, over 2478765.41 frames. utt_duration=382 frames, utt_pad_proportion=0.06834, over 26035.86 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 03:35:54,323 INFO [train.py:927] (0/8) Epoch 10, batch 8800, giga_loss[loss=0.181, simple_loss=0.2707, pruned_loss=0.04566, over 12417.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03113, over 80.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.05586, over 2477716.60 frames. utt_duration=409.6 frames, utt_pad_proportion=0.0672, over 24267.49 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05828, over 2439241.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.04879, over 7653.83 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2871, pruned_loss=0.0559, over 2478823.64 frames. utt_duration=379 frames, utt_pad_proportion=0.06776, over 26240.82 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:38:05,860 INFO [train.py:927] (0/8) Epoch 10, batch 8850, libri_loss[loss=0.2076, simple_loss=0.2993, pruned_loss=0.058, over 12416.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03738, over 46.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2861, pruned_loss=0.05538, over 2477162.54 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07021, over 24309.13 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2929, pruned_loss=0.058, over 2440220.35 frames. utt_duration=1283 frames, utt_pad_proportion=0.0477, over 7614.77 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2863, pruned_loss=0.05556, over 2478515.94 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07094, over 26551.66 utterances.], batch size: 46, lr: 3.69e-04
2022-08-26 03:40:09,827 INFO [train.py:927] (0/8) Epoch 10, batch 8900, giga_loss[loss=0.1918, simple_loss=0.2805, pruned_loss=0.0515, over 12403.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04126, over 105.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2867, pruned_loss=0.05603, over 2477849.70 frames. utt_duration=414.6 frames, utt_pad_proportion=0.0686, over 23974.16 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05817, over 2440741.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.04715, over 7614.57 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2863, pruned_loss=0.05599, over 2478945.83 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06955, over 25963.47 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:42:07,835 INFO [train.py:927] (0/8) Epoch 10, batch 8950, giga_loss[loss=0.2304, simple_loss=0.3001, pruned_loss=0.08039, over 12399.00 frames. utt_duration=196.5 frames, utt_pad_proportion=0.09008, over 254.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2865, pruned_loss=0.05536, over 2477973.15 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06725, over 24839.73 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.0581, over 2441359.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.04623, over 7601.28 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2859, pruned_loss=0.05533, over 2479128.45 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06845, over 26831.02 utterances.], batch size: 254, lr: 3.69e-04
2022-08-26 03:44:11,105 INFO [train.py:927] (0/8) Epoch 10, batch 9000, giga_loss[loss=0.1876, simple_loss=0.2897, pruned_loss=0.04269, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.02735, over 75.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05622, over 2478347.79 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06933, over 25578.01 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05803, over 2441661.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04572, over 7596.23 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05623, over 2479478.42 frames. utt_duration=363.4 frames, utt_pad_proportion=0.07031, over 27378.81 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 03:44:11,138 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 03:44:25,393 INFO [train.py:967] (0/8) 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 03:46:27,883 INFO [train.py:927] (0/8) Epoch 10, batch 9050, giga_loss[loss=0.1595, simple_loss=0.2571, pruned_loss=0.03091, over 12338.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2897, pruned_loss=0.05636, over 2477808.11 frames. utt_duration=394 frames, utt_pad_proportion=0.06912, over 25233.12 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05812, over 2442224.24 frames. utt_duration=1289 frames, utt_pad_proportion=0.04519, over 7589.32 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2892, pruned_loss=0.05628, over 2478685.01 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07015, over 26897.44 utterances.], batch size: 70, lr: 3.68e-04
2022-08-26 03:48:27,339 INFO [train.py:927] (0/8) Epoch 10, batch 9100, giga_loss[loss=0.2191, simple_loss=0.2925, pruned_loss=0.07281, over 12415.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09592, over 256.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2878, pruned_loss=0.05557, over 2477492.50 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06584, over 24592.43 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05788, over 2443094.30 frames. utt_duration=1293 frames, utt_pad_proportion=0.04432, over 7568.45 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2877, pruned_loss=0.05564, over 2478678.77 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06733, over 26564.33 utterances.], batch size: 256, lr: 3.68e-04
2022-08-26 03:50:32,030 INFO [train.py:927] (0/8) Epoch 10, batch 9150, giga_loss[loss=0.1929, simple_loss=0.286, pruned_loss=0.04985, over 12425.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05717, over 182.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2869, pruned_loss=0.05516, over 2477745.54 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0618, over 24321.78 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05775, over 2443222.18 frames. utt_duration=1296 frames, utt_pad_proportion=0.04386, over 7549.03 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.287, pruned_loss=0.05529, over 2479000.23 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06344, over 26102.81 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 03:52:35,132 INFO [train.py:927] (0/8) Epoch 10, batch 9200, giga_loss[loss=0.2269, simple_loss=0.3121, pruned_loss=0.07086, over 12419.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05797, over 182.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2886, pruned_loss=0.05658, over 2477690.21 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06402, over 24554.39 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05748, over 2443604.43 frames. utt_duration=1303 frames, utt_pad_proportion=0.04315, over 7511.73 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2892, pruned_loss=0.05686, over 2479097.96 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06542, over 26365.50 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 03:54:30,674 INFO [train.py:927] (0/8) Epoch 10, batch 9250, giga_loss[loss=0.2063, simple_loss=0.3009, pruned_loss=0.05587, over 12394.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.0579, over 2478019.31 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06777, over 25719.75 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05758, over 2443836.29 frames. utt_duration=1305 frames, utt_pad_proportion=0.04265, over 7502.11 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.05803, over 2479380.44 frames. utt_duration=363.2 frames, utt_pad_proportion=0.06883, over 27399.91 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 03:56:49,861 INFO [train.py:927] (0/8) Epoch 10, batch 9300, giga_loss[loss=0.1912, simple_loss=0.2777, pruned_loss=0.05234, over 12365.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02928, over 91.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05767, over 2478264.98 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06701, over 25793.26 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.0575, over 2444438.09 frames. utt_duration=1307 frames, utt_pad_proportion=0.04217, over 7490.66 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05785, over 2479259.29 frames. utt_duration=363.5 frames, utt_pad_proportion=0.06809, over 27375.13 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 03:58:50,108 INFO [train.py:927] (0/8) Epoch 10, batch 9350, giga_loss[loss=0.1878, simple_loss=0.2811, pruned_loss=0.04725, over 12447.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.0426, over 161.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2911, pruned_loss=0.05721, over 2478555.46 frames. utt_duration=382.8 frames, utt_pad_proportion=0.0695, over 25977.47 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05728, over 2445397.81 frames. utt_duration=1306 frames, utt_pad_proportion=0.04155, over 7496.21 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2911, pruned_loss=0.05753, over 2479538.42 frames. utt_duration=358 frames, utt_pad_proportion=0.0706, over 27800.03 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:00:51,288 INFO [train.py:927] (0/8) Epoch 10, batch 9400, giga_loss[loss=0.2144, simple_loss=0.2959, pruned_loss=0.06647, over 12403.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.29, pruned_loss=0.05724, over 2478714.92 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06942, over 25804.49 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05697, over 2445993.25 frames. utt_duration=1310 frames, utt_pad_proportion=0.04082, over 7478.02 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2905, pruned_loss=0.05777, over 2479717.49 frames. utt_duration=359.5 frames, utt_pad_proportion=0.07063, over 27685.05 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 04:02:50,201 INFO [train.py:927] (0/8) Epoch 10, batch 9450, giga_loss[loss=0.1719, simple_loss=0.2673, pruned_loss=0.03825, over 12425.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05662, over 2478244.41 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06875, over 25524.62 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05699, over 2446356.21 frames. utt_duration=1298 frames, utt_pad_proportion=0.04517, over 7546.73 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2894, pruned_loss=0.05702, over 2479320.66 frames. utt_duration=364.6 frames, utt_pad_proportion=0.0689, over 27291.78 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:04:51,210 INFO [train.py:927] (0/8) Epoch 10, batch 9500, giga_loss[loss=0.2115, simple_loss=0.3096, pruned_loss=0.0567, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04622, over 146.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2891, pruned_loss=0.05557, over 2478276.40 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07278, over 25814.75 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2918, pruned_loss=0.05687, over 2446959.10 frames. utt_duration=1289 frames, utt_pad_proportion=0.04914, over 7605.07 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2894, pruned_loss=0.05598, over 2479164.77 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07187, over 27490.24 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 04:06:52,113 INFO [train.py:927] (0/8) Epoch 10, batch 9550, giga_loss[loss=0.1939, simple_loss=0.2914, pruned_loss=0.04823, over 12387.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04687, over 161.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.05513, over 2477461.80 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06854, over 24931.25 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.0568, over 2447334.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.04839, over 7599.05 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2902, pruned_loss=0.05548, over 2478391.10 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06833, over 26585.85 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:08:52,173 INFO [train.py:927] (0/8) Epoch 10, batch 9600, giga_loss[loss=0.2011, simple_loss=0.2841, pruned_loss=0.05906, over 12397.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2897, pruned_loss=0.0549, over 2477996.72 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06808, over 24988.38 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05682, over 2448094.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.04789, over 7602.09 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05511, over 2478740.84 frames. utt_duration=372.5 frames, utt_pad_proportion=0.0682, over 26702.75 utterances.], batch size: 258, lr: 3.68e-04
2022-08-26 04:11:10,448 INFO [train.py:927] (0/8) Epoch 10, batch 9650, giga_loss[loss=0.214, simple_loss=0.2913, pruned_loss=0.0684, over 12425.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09261, over 255.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.05524, over 2477321.94 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06812, over 25282.39 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2915, pruned_loss=0.05672, over 2447892.49 frames. utt_duration=1293 frames, utt_pad_proportion=0.04699, over 7579.30 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.291, pruned_loss=0.05546, over 2478762.01 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06856, over 27063.36 utterances.], batch size: 255, lr: 3.68e-04
2022-08-26 04:13:30,638 INFO [train.py:927] (0/8) Epoch 10, batch 9700, giga_loss[loss=0.1938, simple_loss=0.2817, pruned_loss=0.05295, over 12380.00 frames. utt_duration=1770 frames, utt_pad_proportion=0.02771, over 28.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2935, pruned_loss=0.05601, over 2477843.74 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06919, over 24706.76 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05694, over 2448411.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.05098, over 7650.76 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2934, pruned_loss=0.05598, over 2479049.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06852, over 26352.62 utterances.], batch size: 28, lr: 3.68e-04
2022-08-26 04:15:45,793 INFO [train.py:927] (0/8) Epoch 10, batch 9750, giga_loss[loss=0.1783, simple_loss=0.2674, pruned_loss=0.04458, over 12354.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03058, over 58.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.293, pruned_loss=0.05638, over 2478470.82 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06813, over 24187.45 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05736, over 2449187.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05483, over 7721.73 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2925, pruned_loss=0.05598, over 2479650.25 frames. utt_duration=383.2 frames, utt_pad_proportion=0.0669, over 25960.50 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 04:17:55,407 INFO [train.py:927] (0/8) Epoch 10, batch 9800, giga_loss[loss=0.1786, simple_loss=0.2719, pruned_loss=0.04265, over 12374.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03122, over 62.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2917, pruned_loss=0.0554, over 2478462.95 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06331, over 23387.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05743, over 2449614.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05399, over 7707.38 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2911, pruned_loss=0.05498, over 2479548.70 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06288, over 25103.40 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 04:19:55,966 INFO [train.py:927] (0/8) Epoch 10, batch 9850, giga_loss[loss=0.1861, simple_loss=0.2744, pruned_loss=0.04889, over 12424.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04625, over 34.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2925, pruned_loss=0.05568, over 2478619.60 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06547, over 23434.37 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05748, over 2450490.29 frames. utt_duration=1273 frames, utt_pad_proportion=0.05292, over 7707.33 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2918, pruned_loss=0.05526, over 2479473.76 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06537, over 25226.46 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 04:21:50,396 INFO [train.py:927] (0/8) Epoch 10, batch 9900, giga_loss[loss=0.1871, simple_loss=0.2765, pruned_loss=0.04882, over 12458.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2919, pruned_loss=0.05527, over 2478447.58 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06466, over 22919.76 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05751, over 2451158.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.05187, over 7692.85 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2914, pruned_loss=0.05486, over 2479137.38 frames. utt_duration=402.8 frames, utt_pad_proportion=0.065, over 24692.86 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:23:46,860 INFO [train.py:927] (0/8) Epoch 10, batch 9950, giga_loss[loss=0.231, simple_loss=0.3128, pruned_loss=0.07464, over 12340.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02881, over 48.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2903, pruned_loss=0.0555, over 2478086.26 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06795, over 23574.83 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05723, over 2451515.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.05106, over 7654.97 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2902, pruned_loss=0.05538, over 2478893.06 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06829, over 25365.67 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 04:25:31,051 INFO [train.py:927] (0/8) Epoch 10, batch 10000, giga_loss[loss=0.2512, simple_loss=0.3399, pruned_loss=0.08122, over 12422.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2963, pruned_loss=0.05898, over 2477045.62 frames. utt_duration=422 frames, utt_pad_proportion=0.07228, over 23549.82 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05737, over 2451415.30 frames. utt_duration=1284 frames, utt_pad_proportion=0.05066, over 7647.45 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2958, pruned_loss=0.05876, over 2478020.56 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07249, over 25119.11 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 04:27:15,431 INFO [train.py:927] (0/8) Epoch 10, batch 10050, giga_loss[loss=0.1787, simple_loss=0.2585, pruned_loss=0.04948, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02753, over 45.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2992, pruned_loss=0.06116, over 2475316.37 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07262, over 23247.88 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05745, over 2451513.62 frames. utt_duration=1286 frames, utt_pad_proportion=0.05013, over 7635.77 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06097, over 2476340.75 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07302, over 24726.38 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 04:28:57,242 INFO [train.py:927] (0/8) Epoch 10, batch 10100, giga_loss[loss=0.1871, simple_loss=0.2728, pruned_loss=0.05075, over 12461.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05962, over 2475084.42 frames. utt_duration=450.1 frames, utt_pad_proportion=0.06791, over 22058.72 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05714, over 2451926.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.04895, over 7618.69 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05985, over 2476275.72 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06907, over 23736.06 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:30:41,857 INFO [train.py:927] (0/8) Epoch 10, batch 10150, giga_loss[loss=0.1802, simple_loss=0.2666, pruned_loss=0.04691, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03919, over 37.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2854, pruned_loss=0.0571, over 2475018.12 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06634, over 21239.83 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05704, over 2452429.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.04924, over 7633.34 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05738, over 2475810.41 frames. utt_duration=436.7 frames, utt_pad_proportion=0.06741, over 22745.37 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 04:32:25,130 INFO [train.py:927] (0/8) Epoch 10, batch 10200, giga_loss[loss=0.1632, simple_loss=0.2493, pruned_loss=0.03852, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2782, pruned_loss=0.05437, over 2474118.38 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06413, over 20016.73 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05704, over 2452618.56 frames. utt_duration=1291 frames, utt_pad_proportion=0.04855, over 7610.86 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2784, pruned_loss=0.05457, over 2474979.26 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06548, over 21461.47 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:34:08,808 INFO [train.py:927] (0/8) Epoch 10, batch 10250, giga_loss[loss=0.1643, simple_loss=0.2492, pruned_loss=0.03973, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0255, over 45.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2732, pruned_loss=0.05271, over 2474162.17 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06327, over 19754.91 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05721, over 2452675.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.04779, over 7595.74 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2729, pruned_loss=0.05264, over 2475196.45 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06475, over 21143.48 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 04:35:48,594 INFO [train.py:927] (0/8) Epoch 10, batch 10300, libri_loss[loss=0.2127, simple_loss=0.2995, pruned_loss=0.06292, over 12452.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03426, over 46.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2698, pruned_loss=0.05151, over 2474067.13 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06214, over 19252.86 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05729, over 2453461.37 frames. utt_duration=1292 frames, utt_pad_proportion=0.04693, over 7605.99 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2688, pruned_loss=0.05119, over 2474955.39 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0639, over 20787.22 utterances.], batch size: 46, lr: 3.68e-04
2022-08-26 04:37:32,396 INFO [train.py:927] (0/8) Epoch 10, batch 10350, giga_loss[loss=0.1686, simple_loss=0.2444, pruned_loss=0.04641, over 12389.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07434, over 213.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2653, pruned_loss=0.05003, over 2474008.39 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06509, over 19759.88 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05741, over 2453698.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.04671, over 7616.77 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.264, pruned_loss=0.04959, over 2474776.15 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06643, over 21117.49 utterances.], batch size: 213, lr: 3.68e-04
2022-08-26 04:39:13,249 INFO [train.py:927] (0/8) Epoch 10, batch 10400, giga_loss[loss=0.1578, simple_loss=0.2393, pruned_loss=0.03814, over 12394.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02593, over 91.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2618, pruned_loss=0.04848, over 2473972.09 frames. utt_duration=512.8 frames, utt_pad_proportion=0.0668, over 19352.11 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05714, over 2454538.72 frames. utt_duration=1283 frames, utt_pad_proportion=0.04731, over 7662.54 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.26, pruned_loss=0.04807, over 2474567.37 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06789, over 20829.55 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 04:40:57,693 INFO [train.py:927] (0/8) Epoch 10, batch 10450, giga_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07349, over 12375.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.1782, simple_loss=0.2603, pruned_loss=0.04805, over 2475050.19 frames. utt_duration=513 frames, utt_pad_proportion=0.06392, over 19355.46 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.0571, over 2454807.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.04678, over 7655.66 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2583, pruned_loss=0.04763, over 2475551.23 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06523, over 20688.00 utterances.], batch size: 133, lr: 3.67e-04
2022-08-26 04:42:40,282 INFO [train.py:927] (0/8) Epoch 10, batch 10500, giga_loss[loss=0.1934, simple_loss=0.2819, pruned_loss=0.05249, over 12342.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02416, over 45.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2726, pruned_loss=0.05446, over 2474902.26 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06787, over 19956.10 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05721, over 2455009.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.04693, over 7678.71 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2704, pruned_loss=0.05394, over 2475380.66 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06874, over 21139.59 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 04:44:22,272 INFO [train.py:927] (0/8) Epoch 10, batch 10550, giga_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06724, over 12346.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2003, over 367.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2811, pruned_loss=0.05719, over 2475395.56 frames. utt_duration=494.1 frames, utt_pad_proportion=0.0702, over 20100.35 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.0572, over 2455431.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.04692, over 7718.69 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2786, pruned_loss=0.05675, over 2475940.52 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07094, over 21325.25 utterances.], batch size: 367, lr: 3.67e-04
2022-08-26 04:46:05,522 INFO [train.py:927] (0/8) Epoch 10, batch 10600, giga_loss[loss=0.1953, simple_loss=0.2825, pruned_loss=0.05404, over 12477.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03449, over 34.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2845, pruned_loss=0.0575, over 2474657.80 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06526, over 19160.87 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2928, pruned_loss=0.05709, over 2455784.73 frames. utt_duration=1282 frames, utt_pad_proportion=0.04523, over 7670.15 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2822, pruned_loss=0.05722, over 2475671.46 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06707, over 20749.33 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 04:47:48,882 INFO [train.py:927] (0/8) Epoch 10, batch 10650, giga_loss[loss=0.2571, simple_loss=0.3339, pruned_loss=0.09013, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0533, over 162.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2888, pruned_loss=0.05979, over 2474469.22 frames. utt_duration=526 frames, utt_pad_proportion=0.06588, over 18868.97 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05712, over 2455830.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.04505, over 7667.80 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2869, pruned_loss=0.05955, over 2475304.47 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06737, over 20160.93 utterances.], batch size: 162, lr: 3.67e-04
2022-08-26 04:49:29,344 INFO [train.py:927] (0/8) Epoch 10, batch 10700, giga_loss[loss=0.2259, simple_loss=0.3129, pruned_loss=0.0694, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04517, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2937, pruned_loss=0.06234, over 2474727.53 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06243, over 18376.90 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2928, pruned_loss=0.05707, over 2455965.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.04442, over 7630.47 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2923, pruned_loss=0.06229, over 2475677.14 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06421, over 19682.81 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 04:50:51,988 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-248000.pt
2022-08-26 04:51:18,118 INFO [train.py:927] (0/8) Epoch 10, batch 10750, giga_loss[loss=0.2183, simple_loss=0.3071, pruned_loss=0.06471, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03495, over 37.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2978, pruned_loss=0.06399, over 2475197.08 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06877, over 18826.83 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2928, pruned_loss=0.05702, over 2455960.27 frames. utt_duration=1292 frames, utt_pad_proportion=0.04414, over 7614.22 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2967, pruned_loss=0.06407, over 2476128.46 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06996, over 19971.62 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 04:52:59,174 INFO [train.py:927] (0/8) Epoch 10, batch 10800, giga_loss[loss=0.2062, simple_loss=0.307, pruned_loss=0.05273, over 12364.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02862, over 66.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.06348, over 2474679.21 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06481, over 18002.67 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2933, pruned_loss=0.05701, over 2456631.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.04395, over 7607.65 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2989, pruned_loss=0.06377, over 2475423.36 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06637, over 19278.13 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 04:54:42,099 INFO [train.py:927] (0/8) Epoch 10, batch 10850, giga_loss[loss=0.2038, simple_loss=0.2897, pruned_loss=0.0589, over 12444.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.06262, over 2474186.15 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06359, over 17555.29 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.05683, over 2457037.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.04414, over 7617.19 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2996, pruned_loss=0.06314, over 2474726.21 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06503, over 18742.86 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 04:56:25,226 INFO [train.py:927] (0/8) Epoch 10, batch 10900, giga_loss[loss=0.2687, simple_loss=0.331, pruned_loss=0.1032, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04522, over 146.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3021, pruned_loss=0.06512, over 2474301.81 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06617, over 17735.10 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.0571, over 2457497.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.04801, over 7712.47 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3016, pruned_loss=0.06541, over 2474624.69 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06597, over 18766.68 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 04:58:10,003 INFO [train.py:927] (0/8) Epoch 10, batch 10950, giga_loss[loss=0.2115, simple_loss=0.2967, pruned_loss=0.06311, over 12360.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3025, pruned_loss=0.0666, over 2474536.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06343, over 17102.69 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05706, over 2457607.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.04765, over 7709.33 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3023, pruned_loss=0.06695, over 2474846.43 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0636, over 18006.97 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 04:59:54,074 INFO [train.py:927] (0/8) Epoch 10, batch 11000, giga_loss[loss=0.2063, simple_loss=0.2911, pruned_loss=0.06076, over 12417.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03705, over 105.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3014, pruned_loss=0.06684, over 2474613.67 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06682, over 17423.31 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05734, over 2458148.43 frames. utt_duration=1265 frames, utt_pad_proportion=0.05097, over 7780.24 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06712, over 2474840.48 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06571, over 18336.22 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 05:01:38,686 INFO [train.py:927] (0/8) Epoch 10, batch 11050, giga_loss[loss=0.1886, simple_loss=0.2748, pruned_loss=0.05119, over 12451.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03081, over 55.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3006, pruned_loss=0.06628, over 2475025.49 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06538, over 17493.32 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05729, over 2458349.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.05051, over 7784.58 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3005, pruned_loss=0.06671, over 2475315.12 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06488, over 18389.56 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 05:03:22,855 INFO [train.py:927] (0/8) Epoch 10, batch 11100, giga_loss[loss=0.2002, simple_loss=0.2852, pruned_loss=0.05761, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04581, over 34.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2971, pruned_loss=0.06456, over 2476113.85 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06134, over 17752.71 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2934, pruned_loss=0.05727, over 2458802.83 frames. utt_duration=1267 frames, utt_pad_proportion=0.04995, over 7770.91 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2972, pruned_loss=0.06502, over 2476157.52 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0614, over 18617.86 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 05:05:07,823 INFO [train.py:927] (0/8) Epoch 10, batch 11150, giga_loss[loss=0.1757, simple_loss=0.2592, pruned_loss=0.04612, over 12401.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06774, over 184.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2928, pruned_loss=0.06277, over 2475813.09 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06432, over 18594.18 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2937, pruned_loss=0.05734, over 2459105.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05041, over 7810.41 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2927, pruned_loss=0.06318, over 2475878.72 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0642, over 19434.24 utterances.], batch size: 184, lr: 3.67e-04
2022-08-26 05:06:52,215 INFO [train.py:927] (0/8) Epoch 10, batch 11200, giga_loss[loss=0.1855, simple_loss=0.284, pruned_loss=0.04345, over 12367.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2927, pruned_loss=0.06245, over 2474748.07 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06435, over 18019.90 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2943, pruned_loss=0.05736, over 2459474.72 frames. utt_duration=1259 frames, utt_pad_proportion=0.05048, over 7825.35 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.292, pruned_loss=0.06285, over 2474754.94 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06433, over 18861.30 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:08:36,177 INFO [train.py:927] (0/8) Epoch 10, batch 11250, giga_loss[loss=0.2027, simple_loss=0.2834, pruned_loss=0.06097, over 12419.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2907, pruned_loss=0.06165, over 2474160.54 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06225, over 17926.02 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2945, pruned_loss=0.05729, over 2459591.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.05031, over 7816.22 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.29, pruned_loss=0.06204, over 2474123.21 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06241, over 18642.85 utterances.], batch size: 113, lr: 3.67e-04
2022-08-26 05:10:19,739 INFO [train.py:927] (0/8) Epoch 10, batch 11300, giga_loss[loss=0.2082, simple_loss=0.2887, pruned_loss=0.06389, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2876, pruned_loss=0.06059, over 2473878.13 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0587, over 17058.23 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2947, pruned_loss=0.0576, over 2459989.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.04898, over 7794.15 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2866, pruned_loss=0.06075, over 2473955.54 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05964, over 17958.00 utterances.], batch size: 133, lr: 3.67e-04
2022-08-26 05:12:00,767 INFO [train.py:927] (0/8) Epoch 10, batch 11350, giga_loss[loss=0.1893, simple_loss=0.273, pruned_loss=0.05279, over 12450.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2847, pruned_loss=0.05959, over 2474345.20 frames. utt_duration=596 frames, utt_pad_proportion=0.05543, over 16648.61 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.295, pruned_loss=0.05767, over 2460388.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.04851, over 7792.19 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2836, pruned_loss=0.05968, over 2474240.86 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05656, over 17483.30 utterances.], batch size: 123, lr: 3.67e-04
2022-08-26 05:13:41,584 INFO [train.py:927] (0/8) Epoch 10, batch 11400, giga_loss[loss=0.1745, simple_loss=0.2548, pruned_loss=0.04716, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2815, pruned_loss=0.05865, over 2473988.58 frames. utt_duration=614.9 frames, utt_pad_proportion=0.0539, over 16133.57 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2946, pruned_loss=0.0576, over 2460694.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.04764, over 7760.68 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2807, pruned_loss=0.05882, over 2473935.15 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0553, over 17012.45 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 05:15:24,534 INFO [train.py:927] (0/8) Epoch 10, batch 11450, giga_loss[loss=0.1855, simple_loss=0.2658, pruned_loss=0.05255, over 12454.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03388, over 86.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.279, pruned_loss=0.05783, over 2473503.81 frames. utt_duration=637.4 frames, utt_pad_proportion=0.04992, over 15560.00 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2947, pruned_loss=0.05769, over 2460510.08 frames. utt_duration=1273 frames, utt_pad_proportion=0.04711, over 7743.36 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2782, pruned_loss=0.05791, over 2473812.64 frames. utt_duration=605.8 frames, utt_pad_proportion=0.0515, over 16375.05 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 05:17:07,807 INFO [train.py:927] (0/8) Epoch 10, batch 11500, giga_loss[loss=0.1664, simple_loss=0.2528, pruned_loss=0.03999, over 12453.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04529, over 34.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2781, pruned_loss=0.05744, over 2473325.06 frames. utt_duration=654.1 frames, utt_pad_proportion=0.04777, over 15160.37 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2945, pruned_loss=0.05761, over 2460627.63 frames. utt_duration=1276 frames, utt_pad_proportion=0.04652, over 7722.68 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2773, pruned_loss=0.05757, over 2473682.87 frames. utt_duration=621.3 frames, utt_pad_proportion=0.04943, over 15963.80 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 05:18:51,498 INFO [train.py:927] (0/8) Epoch 10, batch 11550, libri_loss[loss=0.1904, simple_loss=0.2772, pruned_loss=0.05184, over 12440.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006481, over 32.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2832, pruned_loss=0.06038, over 2473190.07 frames. utt_duration=617.7 frames, utt_pad_proportion=0.05455, over 16054.81 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2943, pruned_loss=0.05746, over 2461043.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.04583, over 7703.35 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2825, pruned_loss=0.06064, over 2473314.65 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05584, over 16854.67 utterances.], batch size: 32, lr: 3.67e-04
2022-08-26 05:20:34,454 INFO [train.py:927] (0/8) Epoch 10, batch 11600, giga_loss[loss=0.2656, simple_loss=0.3484, pruned_loss=0.09142, over 12448.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04052, over 114.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2905, pruned_loss=0.06358, over 2474265.45 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05668, over 17322.25 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2945, pruned_loss=0.05752, over 2461348.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04497, over 7681.99 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2896, pruned_loss=0.06386, over 2474374.37 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05801, over 18198.55 utterances.], batch size: 114, lr: 3.67e-04
2022-08-26 05:22:17,803 INFO [train.py:927] (0/8) Epoch 10, batch 11650, giga_loss[loss=0.242, simple_loss=0.3168, pruned_loss=0.08357, over 12116.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04289, over 33.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2956, pruned_loss=0.06576, over 2474116.15 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05711, over 17310.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2945, pruned_loss=0.05761, over 2461555.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04407, over 7680.44 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2948, pruned_loss=0.06608, over 2474340.36 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05867, over 18268.34 utterances.], batch size: 33, lr: 3.67e-04
2022-08-26 05:23:58,814 INFO [train.py:927] (0/8) Epoch 10, batch 11700, giga_loss[loss=0.1988, simple_loss=0.2926, pruned_loss=0.0525, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02984, over 48.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2987, pruned_loss=0.06639, over 2473732.45 frames. utt_duration=567.4 frames, utt_pad_proportion=0.0584, over 17486.13 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2946, pruned_loss=0.05762, over 2461844.56 frames. utt_duration=1287 frames, utt_pad_proportion=0.04288, over 7661.80 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2981, pruned_loss=0.06705, over 2474181.69 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06031, over 18744.46 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 05:25:39,360 INFO [train.py:927] (0/8) Epoch 10, batch 11750, giga_loss[loss=0.2244, simple_loss=0.3126, pruned_loss=0.06814, over 12409.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2973, pruned_loss=0.06472, over 2473656.80 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06369, over 17999.89 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2942, pruned_loss=0.0574, over 2462128.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.04194, over 7640.17 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2972, pruned_loss=0.06566, over 2474085.36 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06533, over 19283.10 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:27:21,670 INFO [train.py:927] (0/8) Epoch 10, batch 11800, giga_loss[loss=0.199, simple_loss=0.2863, pruned_loss=0.05586, over 12350.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2964, pruned_loss=0.06359, over 2474344.72 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05985, over 17491.73 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.294, pruned_loss=0.05733, over 2462108.22 frames. utt_duration=1292 frames, utt_pad_proportion=0.04157, over 7633.42 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2967, pruned_loss=0.06452, over 2474907.43 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06169, over 18701.42 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 05:29:05,415 INFO [train.py:927] (0/8) Epoch 10, batch 11850, libri_loss[loss=0.2337, simple_loss=0.3259, pruned_loss=0.07072, over 12351.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005409, over 33.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2989, pruned_loss=0.06531, over 2474221.37 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06467, over 17811.96 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2941, pruned_loss=0.0574, over 2462552.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.0409, over 7633.33 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.0662, over 2474651.30 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06633, over 19100.32 utterances.], batch size: 33, lr: 3.66e-04
2022-08-26 05:30:47,763 INFO [train.py:927] (0/8) Epoch 10, batch 11900, giga_loss[loss=0.2229, simple_loss=0.3098, pruned_loss=0.06798, over 12463.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02854, over 80.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3004, pruned_loss=0.06609, over 2473978.44 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06084, over 17162.34 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2943, pruned_loss=0.05744, over 2462955.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.04032, over 7628.83 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3006, pruned_loss=0.06719, over 2474475.66 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06311, over 18669.41 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:32:30,275 INFO [train.py:927] (0/8) Epoch 10, batch 11950, giga_loss[loss=0.2382, simple_loss=0.32, pruned_loss=0.07815, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03199, over 80.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3018, pruned_loss=0.06722, over 2474634.25 frames. utt_duration=578 frames, utt_pad_proportion=0.06094, over 17169.29 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2942, pruned_loss=0.0573, over 2463224.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.0405, over 7652.97 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3022, pruned_loss=0.06846, over 2475095.30 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06291, over 18605.41 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:34:13,985 INFO [train.py:927] (0/8) Epoch 10, batch 12000, libri_loss[loss=0.2134, simple_loss=0.2946, pruned_loss=0.06608, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02117, over 43.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3028, pruned_loss=0.06733, over 2474739.18 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06042, over 16739.57 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2943, pruned_loss=0.05734, over 2463745.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.04053, over 7668.96 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3033, pruned_loss=0.06856, over 2474940.08 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06237, over 18138.65 utterances.], batch size: 43, lr: 3.66e-04
2022-08-26 05:34:13,993 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 05:34:27,522 INFO [train.py:967] (0/8) 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 05:36:08,630 INFO [train.py:927] (0/8) Epoch 10, batch 12050, giga_loss[loss=0.2229, simple_loss=0.2976, pruned_loss=0.07413, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05293, over 161.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3031, pruned_loss=0.06725, over 2473254.25 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06256, over 16592.35 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2936, pruned_loss=0.05711, over 2463778.74 frames. utt_duration=1293 frames, utt_pad_proportion=0.03944, over 7629.06 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3044, pruned_loss=0.06884, over 2473789.18 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06477, over 18110.26 utterances.], batch size: 161, lr: 3.66e-04
2022-08-26 05:37:49,636 INFO [train.py:927] (0/8) Epoch 10, batch 12100, giga_loss[loss=0.2284, simple_loss=0.3077, pruned_loss=0.07454, over 12433.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03044, over 80.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3022, pruned_loss=0.0675, over 2473416.51 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06146, over 15886.26 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2936, pruned_loss=0.05715, over 2464295.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.03854, over 7617.06 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3036, pruned_loss=0.06907, over 2473680.04 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06407, over 17396.62 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 05:39:31,027 INFO [train.py:927] (0/8) Epoch 10, batch 12150, giga_loss[loss=0.2618, simple_loss=0.3361, pruned_loss=0.09377, over 12355.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3015, pruned_loss=0.06774, over 2472345.11 frames. utt_duration=627 frames, utt_pad_proportion=0.06024, over 15809.74 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2931, pruned_loss=0.05702, over 2463826.47 frames. utt_duration=1300 frames, utt_pad_proportion=0.03803, over 7588.95 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06932, over 2473156.03 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06281, over 17191.51 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 05:41:10,685 INFO [train.py:927] (0/8) Epoch 10, batch 12200, giga_loss[loss=0.2513, simple_loss=0.3336, pruned_loss=0.08448, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04295, over 28.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3024, pruned_loss=0.06796, over 2471440.24 frames. utt_duration=646.7 frames, utt_pad_proportion=0.05687, over 15322.90 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.05725, over 2464250.36 frames. utt_duration=1296 frames, utt_pad_proportion=0.03824, over 7611.80 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3037, pruned_loss=0.06945, over 2472033.28 frames. utt_duration=592 frames, utt_pad_proportion=0.05958, over 16746.48 utterances.], batch size: 28, lr: 3.66e-04
2022-08-26 05:42:54,384 INFO [train.py:927] (0/8) Epoch 10, batch 12250, giga_loss[loss=0.1912, simple_loss=0.2754, pruned_loss=0.05348, over 12361.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.05022, over 31.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3025, pruned_loss=0.068, over 2471597.90 frames. utt_duration=653.7 frames, utt_pad_proportion=0.05506, over 15158.22 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2935, pruned_loss=0.05732, over 2464070.52 frames. utt_duration=1296 frames, utt_pad_proportion=0.0383, over 7611.74 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.304, pruned_loss=0.06946, over 2472447.73 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05762, over 16550.52 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:44:37,380 INFO [train.py:927] (0/8) Epoch 10, batch 12300, giga_loss[loss=0.1946, simple_loss=0.2734, pruned_loss=0.05793, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03056, over 85.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.301, pruned_loss=0.06778, over 2471977.57 frames. utt_duration=659.7 frames, utt_pad_proportion=0.05616, over 15021.81 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2929, pruned_loss=0.05718, over 2464174.32 frames. utt_duration=1301 frames, utt_pad_proportion=0.03795, over 7586.68 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06921, over 2472662.22 frames. utt_duration=610.4 frames, utt_pad_proportion=0.05838, over 16242.69 utterances.], batch size: 85, lr: 3.66e-04
2022-08-26 05:46:20,421 INFO [train.py:927] (0/8) Epoch 10, batch 12350, giga_loss[loss=0.1875, simple_loss=0.2733, pruned_loss=0.05086, over 12176.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.03159, over 30.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2988, pruned_loss=0.06686, over 2471728.44 frames. utt_duration=642 frames, utt_pad_proportion=0.05812, over 15435.50 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05711, over 2464265.44 frames. utt_duration=1302 frames, utt_pad_proportion=0.03783, over 7578.74 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3004, pruned_loss=0.06807, over 2472222.85 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05979, over 16425.88 utterances.], batch size: 30, lr: 3.66e-04
2022-08-26 05:48:00,895 INFO [train.py:927] (0/8) Epoch 10, batch 12400, giga_loss[loss=0.1913, simple_loss=0.2711, pruned_loss=0.0557, over 12329.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.0253, over 45.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2974, pruned_loss=0.0663, over 2472502.37 frames. utt_duration=664.3 frames, utt_pad_proportion=0.0542, over 14920.58 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05743, over 2464544.40 frames. utt_duration=1297 frames, utt_pad_proportion=0.03802, over 7609.31 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2984, pruned_loss=0.06727, over 2472887.98 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05602, over 15929.06 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:49:43,889 INFO [train.py:927] (0/8) Epoch 10, batch 12450, giga_loss[loss=0.1785, simple_loss=0.2617, pruned_loss=0.0477, over 12179.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04368, over 28.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.294, pruned_loss=0.06481, over 2472391.38 frames. utt_duration=665.1 frames, utt_pad_proportion=0.05347, over 14902.90 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05761, over 2464513.80 frames. utt_duration=1281 frames, utt_pad_proportion=0.04269, over 7702.95 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2946, pruned_loss=0.06554, over 2472815.44 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05296, over 15709.78 utterances.], batch size: 28, lr: 3.66e-04
2022-08-26 05:51:23,213 INFO [train.py:927] (0/8) Epoch 10, batch 12500, giga_loss[loss=0.1744, simple_loss=0.2614, pruned_loss=0.04372, over 12307.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02964, over 74.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.292, pruned_loss=0.06416, over 2472688.06 frames. utt_duration=646 frames, utt_pad_proportion=0.05691, over 15346.41 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.0577, over 2464809.37 frames. utt_duration=1287 frames, utt_pad_proportion=0.04165, over 7671.73 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2926, pruned_loss=0.06488, over 2473013.75 frames. utt_duration=610.2 frames, utt_pad_proportion=0.0569, over 16251.27 utterances.], batch size: 74, lr: 3.66e-04
2022-08-26 05:53:08,641 INFO [train.py:927] (0/8) Epoch 10, batch 12550, giga_loss[loss=0.256, simple_loss=0.321, pruned_loss=0.09554, over 12358.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1946, over 365.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2912, pruned_loss=0.06328, over 2472606.83 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05673, over 15677.49 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.0576, over 2464743.03 frames. utt_duration=1289 frames, utt_pad_proportion=0.04121, over 7655.71 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2919, pruned_loss=0.06403, over 2473042.41 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05697, over 16519.53 utterances.], batch size: 365, lr: 3.66e-04
2022-08-26 05:54:50,338 INFO [train.py:927] (0/8) Epoch 10, batch 12600, giga_loss[loss=0.2047, simple_loss=0.2825, pruned_loss=0.06345, over 12425.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04786, over 34.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2925, pruned_loss=0.06302, over 2472769.23 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05867, over 16303.71 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05771, over 2464581.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04087, over 7652.93 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2928, pruned_loss=0.06358, over 2473359.33 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05904, over 17089.77 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 05:56:30,665 INFO [train.py:927] (0/8) Epoch 10, batch 12650, giga_loss[loss=0.2309, simple_loss=0.3186, pruned_loss=0.07161, over 12425.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03865, over 105.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2933, pruned_loss=0.0629, over 2473500.05 frames. utt_duration=577 frames, utt_pad_proportion=0.05909, over 17193.41 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05811, over 2465040.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.03984, over 7626.59 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.06315, over 2473813.40 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06, over 18133.07 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 05:58:11,039 INFO [train.py:927] (0/8) Epoch 10, batch 12700, giga_loss[loss=0.2188, simple_loss=0.3003, pruned_loss=0.06862, over 12347.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03077, over 85.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2931, pruned_loss=0.06314, over 2473566.43 frames. utt_duration=577 frames, utt_pad_proportion=0.06028, over 17191.68 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05852, over 2465142.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.04346, over 7687.04 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06308, over 2473952.47 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05995, over 18154.52 utterances.], batch size: 85, lr: 3.66e-04
2022-08-26 05:59:32,611 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-250000.pt
2022-08-26 05:59:59,067 INFO [train.py:927] (0/8) Epoch 10, batch 12750, giga_loss[loss=0.2186, simple_loss=0.2879, pruned_loss=0.07465, over 12445.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03593, over 34.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2941, pruned_loss=0.0634, over 2473741.58 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05661, over 17208.90 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05875, over 2465286.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.04295, over 7691.20 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2939, pruned_loss=0.06323, over 2474087.49 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05682, over 18149.52 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 06:01:36,464 INFO [train.py:927] (0/8) Epoch 10, batch 12800, giga_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05551, over 12449.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.03108, over 55.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2967, pruned_loss=0.0644, over 2474153.51 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05735, over 17519.61 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.0592, over 2465907.93 frames. utt_duration=1287 frames, utt_pad_proportion=0.042, over 7670.48 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2962, pruned_loss=0.06401, over 2474131.50 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05797, over 18609.68 utterances.], batch size: 55, lr: 3.66e-04
2022-08-26 06:03:18,808 INFO [train.py:927] (0/8) Epoch 10, batch 12850, libri_loss[loss=0.1752, simple_loss=0.2562, pruned_loss=0.04708, over 12245.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.05732, over 27.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.298, pruned_loss=0.06524, over 2473959.65 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05985, over 17731.76 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2942, pruned_loss=0.05962, over 2465882.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.04643, over 7736.38 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2976, pruned_loss=0.06473, over 2474203.03 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05897, over 18831.56 utterances.], batch size: 27, lr: 3.66e-04
2022-08-26 06:04:57,734 INFO [train.py:927] (0/8) Epoch 10, batch 12900, giga_loss[loss=0.2373, simple_loss=0.3167, pruned_loss=0.07894, over 12447.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03507, over 123.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2993, pruned_loss=0.06604, over 2474472.54 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05963, over 18135.02 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2944, pruned_loss=0.05984, over 2465972.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.04582, over 7734.66 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2989, pruned_loss=0.06556, over 2474742.10 frames. utt_duration=517.5 frames, utt_pad_proportion=0.05927, over 19186.37 utterances.], batch size: 123, lr: 3.66e-04
2022-08-26 06:06:38,147 INFO [train.py:927] (0/8) Epoch 10, batch 12950, giga_loss[loss=0.2107, simple_loss=0.2991, pruned_loss=0.06119, over 12373.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06602, over 2473706.09 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05894, over 18422.82 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2946, pruned_loss=0.06008, over 2466049.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.04545, over 7727.27 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06556, over 2474058.84 frames. utt_duration=508.8 frames, utt_pad_proportion=0.05897, over 19506.17 utterances.], batch size: 80, lr: 3.66e-04
2022-08-26 06:08:19,423 INFO [train.py:927] (0/8) Epoch 10, batch 13000, giga_loss[loss=0.1862, simple_loss=0.2717, pruned_loss=0.05036, over 12478.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03206, over 37.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.297, pruned_loss=0.06517, over 2474145.15 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05959, over 18728.86 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06031, over 2466286.94 frames. utt_duration=1279 frames, utt_pad_proportion=0.04499, over 7719.35 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2967, pruned_loss=0.06467, over 2474310.88 frames. utt_duration=502.9 frames, utt_pad_proportion=0.05981, over 19740.77 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 06:09:58,884 INFO [train.py:927] (0/8) Epoch 10, batch 13050, giga_loss[loss=0.2283, simple_loss=0.3139, pruned_loss=0.0713, over 12441.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03684, over 133.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06455, over 2474724.40 frames. utt_duration=537 frames, utt_pad_proportion=0.05659, over 18483.94 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06064, over 2466577.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.04468, over 7727.75 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2969, pruned_loss=0.06395, over 2474741.40 frames. utt_duration=509.8 frames, utt_pad_proportion=0.05711, over 19474.70 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 06:11:36,393 INFO [train.py:927] (0/8) Epoch 10, batch 13100, libri_loss[loss=0.2634, simple_loss=0.3592, pruned_loss=0.08386, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005981, over 35.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.297, pruned_loss=0.06442, over 2475169.40 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05385, over 17818.71 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.06097, over 2466822.53 frames. utt_duration=1278 frames, utt_pad_proportion=0.04492, over 7730.71 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2958, pruned_loss=0.06372, over 2475144.89 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05442, over 18845.55 utterances.], batch size: 35, lr: 3.65e-04
2022-08-26 06:13:15,995 INFO [train.py:927] (0/8) Epoch 10, batch 13150, giga_loss[loss=0.1873, simple_loss=0.2623, pruned_loss=0.0562, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2943, pruned_loss=0.06414, over 2474244.23 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05273, over 17310.23 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.296, pruned_loss=0.06125, over 2466801.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.04914, over 7814.22 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2932, pruned_loss=0.06343, over 2474494.80 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05187, over 18369.18 utterances.], batch size: 42, lr: 3.65e-04
2022-08-26 06:14:57,035 INFO [train.py:927] (0/8) Epoch 10, batch 13200, libri_loss[loss=0.2876, simple_loss=0.3458, pruned_loss=0.1147, over 12369.00 frames. utt_duration=953.2 frames, utt_pad_proportion=0.06458, over 52.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2946, pruned_loss=0.06545, over 2474503.60 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05648, over 17740.84 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2967, pruned_loss=0.06208, over 2467411.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.0489, over 7859.38 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2931, pruned_loss=0.06427, over 2474482.93 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05578, over 18996.26 utterances.], batch size: 52, lr: 3.65e-04
2022-08-26 06:16:36,883 INFO [train.py:927] (0/8) Epoch 10, batch 13250, giga_loss[loss=0.1921, simple_loss=0.2711, pruned_loss=0.05649, over 12415.00 frames. utt_duration=711.1 frames, utt_pad_proportion=0.02461, over 70.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2902, pruned_loss=0.06371, over 2473725.71 frames. utt_duration=586 frames, utt_pad_proportion=0.0526, over 16928.05 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2968, pruned_loss=0.06224, over 2467253.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.04834, over 7839.39 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2888, pruned_loss=0.06267, over 2473985.01 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05251, over 18115.95 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:18:16,852 INFO [train.py:927] (0/8) Epoch 10, batch 13300, giga_loss[loss=0.2507, simple_loss=0.318, pruned_loss=0.09168, over 12338.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1847, over 360.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.062, over 2473113.15 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05374, over 17235.38 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06227, over 2467292.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.048, over 7826.05 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2862, pruned_loss=0.06115, over 2473341.49 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05373, over 18257.75 utterances.], batch size: 360, lr: 3.65e-04
2022-08-26 06:19:56,770 INFO [train.py:927] (0/8) Epoch 10, batch 13350, giga_loss[loss=0.2314, simple_loss=0.3138, pruned_loss=0.07451, over 12119.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0414, over 33.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.289, pruned_loss=0.06286, over 2473352.99 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05276, over 17055.38 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2967, pruned_loss=0.06254, over 2467174.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.04761, over 7804.71 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06197, over 2473716.23 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05297, over 18001.14 utterances.], batch size: 33, lr: 3.65e-04
2022-08-26 06:21:38,886 INFO [train.py:927] (0/8) Epoch 10, batch 13400, giga_loss[loss=0.2017, simple_loss=0.2926, pruned_loss=0.05542, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02703, over 48.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2924, pruned_loss=0.06394, over 2473543.69 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05494, over 17791.74 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2966, pruned_loss=0.06255, over 2467129.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.0468, over 7777.87 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2916, pruned_loss=0.06323, over 2474037.42 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05535, over 18782.40 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:23:20,325 INFO [train.py:927] (0/8) Epoch 10, batch 13450, giga_loss[loss=0.3883, simple_loss=0.4116, pruned_loss=0.1825, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1976, over 366.00 utterances.], tot_loss[loss=0.213, simple_loss=0.295, pruned_loss=0.06553, over 2473095.33 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06092, over 18426.96 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2965, pruned_loss=0.06264, over 2467035.37 frames. utt_duration=1272 frames, utt_pad_proportion=0.04624, over 7764.31 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2944, pruned_loss=0.0649, over 2473678.73 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06119, over 19401.37 utterances.], batch size: 366, lr: 3.65e-04
2022-08-26 06:25:04,707 INFO [train.py:927] (0/8) Epoch 10, batch 13500, giga_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07145, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03732, over 133.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.299, pruned_loss=0.06818, over 2473392.25 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06165, over 18473.70 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2963, pruned_loss=0.06298, over 2467015.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05011, over 7804.45 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2987, pruned_loss=0.0675, over 2474089.27 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06049, over 19558.51 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:26:48,295 INFO [train.py:927] (0/8) Epoch 10, batch 13550, giga_loss[loss=0.2855, simple_loss=0.3471, pruned_loss=0.112, over 12394.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3071, pruned_loss=0.07416, over 2473354.81 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06826, over 19567.18 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2962, pruned_loss=0.06316, over 2467248.18 frames. utt_duration=1269 frames, utt_pad_proportion=0.04919, over 7784.54 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.307, pruned_loss=0.07361, over 2473862.39 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06754, over 20691.72 utterances.], batch size: 161, lr: 3.65e-04
2022-08-26 06:28:30,760 INFO [train.py:927] (0/8) Epoch 10, batch 13600, giga_loss[loss=0.3101, simple_loss=0.3769, pruned_loss=0.1216, over 12357.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3138, pruned_loss=0.07951, over 2473439.00 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0692, over 19913.38 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.296, pruned_loss=0.06332, over 2466943.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.0479, over 7745.16 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.0794, over 2474307.12 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06925, over 21291.96 utterances.], batch size: 122, lr: 3.65e-04
2022-08-26 06:30:13,454 INFO [train.py:927] (0/8) Epoch 10, batch 13650, libri_loss[loss=0.1923, simple_loss=0.2665, pruned_loss=0.05902, over 12401.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006524, over 31.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3165, pruned_loss=0.08207, over 2473369.14 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07109, over 19946.56 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.0637, over 2467159.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.04672, over 7729.26 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3177, pruned_loss=0.08222, over 2474073.38 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07172, over 21473.35 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:32:02,501 INFO [train.py:927] (0/8) Epoch 10, batch 13700, giga_loss[loss=0.4307, simple_loss=0.4504, pruned_loss=0.2056, over 12376.00 frames. utt_duration=191.2 frames, utt_pad_proportion=0.1146, over 261.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3216, pruned_loss=0.08669, over 2473984.20 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07389, over 20474.06 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.06423, over 2467386.90 frames. utt_duration=1260 frames, utt_pad_proportion=0.05156, over 7842.22 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3224, pruned_loss=0.08669, over 2474452.09 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07282, over 21804.51 utterances.], batch size: 261, lr: 3.65e-04
2022-08-26 06:33:50,102 INFO [train.py:927] (0/8) Epoch 10, batch 13750, libri_loss[loss=0.196, simple_loss=0.2706, pruned_loss=0.06068, over 12446.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006501, over 32.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3257, pruned_loss=0.08984, over 2474129.60 frames. utt_duration=469 frames, utt_pad_proportion=0.07933, over 21169.22 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.297, pruned_loss=0.06446, over 2467414.19 frames. utt_duration=1254 frames, utt_pad_proportion=0.05484, over 7881.81 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.327, pruned_loss=0.09049, over 2474714.52 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07748, over 22659.08 utterances.], batch size: 32, lr: 3.65e-04
2022-08-26 06:35:35,241 INFO [train.py:927] (0/8) Epoch 10, batch 13800, giga_loss[loss=0.2783, simple_loss=0.3534, pruned_loss=0.1016, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05206, over 162.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3267, pruned_loss=0.09059, over 2474735.53 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07701, over 20888.20 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2978, pruned_loss=0.06466, over 2467341.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05406, over 7857.31 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3274, pruned_loss=0.09141, over 2475413.20 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07606, over 22334.75 utterances.], batch size: 162, lr: 3.65e-04
2022-08-26 06:37:18,631 INFO [train.py:927] (0/8) Epoch 10, batch 13850, giga_loss[loss=0.3435, simple_loss=0.3935, pruned_loss=0.1467, over 12390.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0642, over 183.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3268, pruned_loss=0.09, over 2474262.24 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07923, over 20757.59 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2978, pruned_loss=0.06473, over 2467388.80 frames. utt_duration=1259 frames, utt_pad_proportion=0.05339, over 7847.13 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3279, pruned_loss=0.09103, over 2474880.29 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07868, over 22138.69 utterances.], batch size: 183, lr: 3.65e-04
2022-08-26 06:39:05,460 INFO [train.py:927] (0/8) Epoch 10, batch 13900, giga_loss[loss=0.2121, simple_loss=0.2885, pruned_loss=0.06786, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06315, over 183.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3274, pruned_loss=0.09087, over 2474142.78 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0822, over 21298.88 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.06562, over 2467132.64 frames. utt_duration=1251 frames, utt_pad_proportion=0.05593, over 7900.36 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3292, pruned_loss=0.09204, over 2475149.89 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08117, over 22949.28 utterances.], batch size: 183, lr: 3.65e-04
2022-08-26 06:40:53,166 INFO [train.py:927] (0/8) Epoch 10, batch 13950, giga_loss[loss=0.2188, simple_loss=0.3057, pruned_loss=0.06602, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02642, over 66.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3273, pruned_loss=0.08944, over 2474936.71 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08112, over 22561.85 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2985, pruned_loss=0.06578, over 2467368.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05549, over 7898.35 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3287, pruned_loss=0.09043, over 2475584.64 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0806, over 23981.45 utterances.], batch size: 66, lr: 3.65e-04
2022-08-26 06:42:38,946 INFO [train.py:927] (0/8) Epoch 10, batch 14000, giga_loss[loss=0.2251, simple_loss=0.3136, pruned_loss=0.06828, over 12359.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03661, over 122.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3248, pruned_loss=0.08786, over 2474969.78 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07915, over 22733.25 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2988, pruned_loss=0.06599, over 2467260.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.0549, over 7900.82 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3261, pruned_loss=0.08875, over 2475662.10 frames. utt_duration=413.5 frames, utt_pad_proportion=0.0791, over 24029.95 utterances.], batch size: 122, lr: 3.65e-04
2022-08-26 06:44:21,952 INFO [train.py:927] (0/8) Epoch 10, batch 14050, giga_loss[loss=0.2737, simple_loss=0.3413, pruned_loss=0.1031, over 12368.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06533, over 183.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3237, pruned_loss=0.08668, over 2474792.60 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07685, over 22660.76 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2991, pruned_loss=0.06612, over 2467259.02 frames. utt_duration=1250 frames, utt_pad_proportion=0.05474, over 7906.84 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.08746, over 2475414.87 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07704, over 23817.51 utterances.], batch size: 183, lr: 3.65e-04
2022-08-26 06:46:16,947 INFO [train.py:927] (0/8) Epoch 10, batch 14100, giga_loss[loss=0.2507, simple_loss=0.3388, pruned_loss=0.08125, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03934, over 37.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3234, pruned_loss=0.08515, over 2474969.31 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07619, over 21849.20 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06607, over 2467380.10 frames. utt_duration=1252 frames, utt_pad_proportion=0.05436, over 7891.82 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3244, pruned_loss=0.08598, over 2475416.62 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07655, over 22902.81 utterances.], batch size: 37, lr: 3.65e-04
2022-08-26 06:48:04,190 INFO [train.py:927] (0/8) Epoch 10, batch 14150, libri_loss[loss=0.2173, simple_loss=0.3075, pruned_loss=0.06352, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009255, over 39.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3242, pruned_loss=0.08441, over 2475668.52 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07758, over 22143.44 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2994, pruned_loss=0.06649, over 2467862.67 frames. utt_duration=1243 frames, utt_pad_proportion=0.05736, over 7954.33 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3252, pruned_loss=0.08511, over 2475743.45 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07703, over 23261.34 utterances.], batch size: 39, lr: 3.65e-04
2022-08-26 06:49:49,491 INFO [train.py:927] (0/8) Epoch 10, batch 14200, giga_loss[loss=0.2513, simple_loss=0.325, pruned_loss=0.08878, over 12422.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03488, over 113.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3234, pruned_loss=0.0843, over 2475440.80 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07456, over 21552.63 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.06673, over 2468129.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.05701, over 7969.24 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3246, pruned_loss=0.08505, over 2475441.35 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07452, over 22744.50 utterances.], batch size: 113, lr: 3.65e-04
2022-08-26 06:51:37,567 INFO [train.py:927] (0/8) Epoch 10, batch 14250, giga_loss[loss=0.2607, simple_loss=0.3304, pruned_loss=0.09545, over 12440.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04758, over 147.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3223, pruned_loss=0.08483, over 2475446.98 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07344, over 22029.42 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2997, pruned_loss=0.06692, over 2468171.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.0564, over 7956.76 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3234, pruned_loss=0.0855, over 2475514.41 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07373, over 23170.93 utterances.], batch size: 147, lr: 3.65e-04
2022-08-26 06:53:25,085 INFO [train.py:927] (0/8) Epoch 10, batch 14300, giga_loss[loss=0.2118, simple_loss=0.3039, pruned_loss=0.05991, over 12446.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.0291, over 55.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3208, pruned_loss=0.08427, over 2474607.89 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07996, over 22257.17 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06746, over 2468147.36 frames. utt_duration=1233 frames, utt_pad_proportion=0.06016, over 8018.08 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3221, pruned_loss=0.08478, over 2474881.09 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07889, over 23513.89 utterances.], batch size: 55, lr: 3.65e-04
2022-08-26 06:55:08,468 INFO [train.py:927] (0/8) Epoch 10, batch 14350, giga_loss[loss=0.2448, simple_loss=0.3204, pruned_loss=0.08455, over 12375.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05985, over 182.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3187, pruned_loss=0.08213, over 2474696.58 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08187, over 21793.77 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3001, pruned_loss=0.06764, over 2468418.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.05988, over 8028.60 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.32, pruned_loss=0.08266, over 2474786.12 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08112, over 23017.86 utterances.], batch size: 182, lr: 3.65e-04
2022-08-26 06:56:54,214 INFO [train.py:927] (0/8) Epoch 10, batch 14400, giga_loss[loss=0.2722, simple_loss=0.3283, pruned_loss=0.108, over 12347.00 frames. utt_duration=132.7 frames, utt_pad_proportion=0.2195, over 376.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3171, pruned_loss=0.08146, over 2474936.83 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08188, over 21762.24 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3001, pruned_loss=0.0678, over 2468373.89 frames. utt_duration=1230 frames, utt_pad_proportion=0.0598, over 8033.93 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08199, over 2475170.92 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08142, over 22965.75 utterances.], batch size: 376, lr: 3.65e-04
2022-08-26 06:58:38,943 INFO [train.py:927] (0/8) Epoch 10, batch 14450, giga_loss[loss=0.2394, simple_loss=0.3151, pruned_loss=0.08186, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0354, over 123.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08174, over 2474865.67 frames. utt_duration=466 frames, utt_pad_proportion=0.07885, over 21308.43 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3003, pruned_loss=0.06813, over 2468395.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06354, over 8088.53 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3174, pruned_loss=0.08209, over 2475148.47 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07753, over 22452.01 utterances.], batch size: 123, lr: 3.64e-04
2022-08-26 07:00:22,231 INFO [train.py:927] (0/8) Epoch 10, batch 14500, giga_loss[loss=0.2389, simple_loss=0.316, pruned_loss=0.08088, over 12401.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03331, over 122.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3147, pruned_loss=0.08109, over 2474456.77 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07631, over 20849.69 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3008, pruned_loss=0.06864, over 2468365.37 frames. utt_duration=1209 frames, utt_pad_proportion=0.06724, over 8174.13 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3155, pruned_loss=0.08122, over 2474869.96 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07424, over 21976.70 utterances.], batch size: 122, lr: 3.64e-04
2022-08-26 07:02:04,845 INFO [train.py:927] (0/8) Epoch 10, batch 14550, giga_loss[loss=0.2617, simple_loss=0.3324, pruned_loss=0.09548, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06253, over 183.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3135, pruned_loss=0.08033, over 2473690.57 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07351, over 20760.53 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3007, pruned_loss=0.06869, over 2468380.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.06606, over 8140.05 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3146, pruned_loss=0.08066, over 2474165.89 frames. utt_duration=452 frames, utt_pad_proportion=0.07244, over 21966.23 utterances.], batch size: 183, lr: 3.64e-04
2022-08-26 07:03:46,293 INFO [train.py:927] (0/8) Epoch 10, batch 14600, giga_loss[loss=0.2296, simple_loss=0.3133, pruned_loss=0.07295, over 12395.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02402, over 48.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3139, pruned_loss=0.07977, over 2474844.82 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07209, over 20279.27 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3012, pruned_loss=0.06936, over 2468736.82 frames. utt_duration=1202 frames, utt_pad_proportion=0.06928, over 8224.69 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3145, pruned_loss=0.07973, over 2475063.79 frames. utt_duration=462 frames, utt_pad_proportion=0.07021, over 21495.14 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:05:30,608 INFO [train.py:927] (0/8) Epoch 10, batch 14650, libri_loss[loss=0.2108, simple_loss=0.2875, pruned_loss=0.06709, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007352, over 33.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3138, pruned_loss=0.08001, over 2474697.53 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07709, over 20597.17 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.0692, over 2468622.72 frames. utt_duration=1210 frames, utt_pad_proportion=0.06787, over 8168.71 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08043, over 2475166.75 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0759, over 21969.07 utterances.], batch size: 33, lr: 3.64e-04
2022-08-26 07:07:14,331 INFO [train.py:927] (0/8) Epoch 10, batch 14700, giga_loss[loss=0.2139, simple_loss=0.2926, pruned_loss=0.06761, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08165, over 2474487.91 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07658, over 20607.55 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3004, pruned_loss=0.06931, over 2468636.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.06629, over 8125.47 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3171, pruned_loss=0.08224, over 2475038.46 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07627, over 22135.44 utterances.], batch size: 97, lr: 3.64e-04
2022-08-26 07:08:38,738 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-252000.pt
2022-08-26 07:09:03,731 INFO [train.py:927] (0/8) Epoch 10, batch 14750, giga_loss[loss=0.3002, simple_loss=0.3623, pruned_loss=0.1191, over 12397.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3164, pruned_loss=0.08345, over 2475118.56 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0755, over 20797.50 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06941, over 2468510.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.0656, over 8103.64 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.318, pruned_loss=0.084, over 2475746.22 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07556, over 22185.91 utterances.], batch size: 259, lr: 3.64e-04
2022-08-26 07:10:46,842 INFO [train.py:927] (0/8) Epoch 10, batch 14800, giga_loss[loss=0.2334, simple_loss=0.3023, pruned_loss=0.08224, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3161, pruned_loss=0.08329, over 2474336.61 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07356, over 20521.77 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3011, pruned_loss=0.06988, over 2468472.20 frames. utt_duration=1213 frames, utt_pad_proportion=0.06831, over 8152.81 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3172, pruned_loss=0.08371, over 2475052.52 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07308, over 21938.45 utterances.], batch size: 113, lr: 3.64e-04
2022-08-26 07:12:29,699 INFO [train.py:927] (0/8) Epoch 10, batch 14850, giga_loss[loss=0.2429, simple_loss=0.3196, pruned_loss=0.08312, over 12480.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02879, over 55.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08167, over 2473746.55 frames. utt_duration=479 frames, utt_pad_proportion=0.07746, over 20723.10 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3008, pruned_loss=0.06978, over 2468338.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.0676, over 8135.04 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08231, over 2474547.67 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07717, over 22094.70 utterances.], batch size: 55, lr: 3.64e-04
2022-08-26 07:14:15,241 INFO [train.py:927] (0/8) Epoch 10, batch 14900, giga_loss[loss=0.2008, simple_loss=0.2849, pruned_loss=0.05839, over 12385.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02684, over 48.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08056, over 2474324.19 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07924, over 20636.31 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3011, pruned_loss=0.07004, over 2468378.20 frames. utt_duration=1204 frames, utt_pad_proportion=0.07159, over 8212.08 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3143, pruned_loss=0.08098, over 2474996.79 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07763, over 21818.88 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:15:58,104 INFO [train.py:927] (0/8) Epoch 10, batch 14950, giga_loss[loss=0.2391, simple_loss=0.3212, pruned_loss=0.07854, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02415, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3136, pruned_loss=0.08075, over 2474417.05 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07367, over 19902.63 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3006, pruned_loss=0.06987, over 2468499.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.07114, over 8191.53 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3152, pruned_loss=0.08152, over 2475021.60 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07286, over 21196.38 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:17:44,766 INFO [train.py:927] (0/8) Epoch 10, batch 15000, giga_loss[loss=0.2097, simple_loss=0.3082, pruned_loss=0.05563, over 12409.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02834, over 58.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3175, pruned_loss=0.0804, over 2475121.29 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07266, over 20242.05 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3003, pruned_loss=0.06977, over 2468463.20 frames. utt_duration=1210 frames, utt_pad_proportion=0.07066, over 8171.65 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3192, pruned_loss=0.0812, over 2475690.53 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07225, over 21390.57 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:17:44,791 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 07:17:58,842 INFO [train.py:967] (0/8) 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 07:19:41,501 INFO [train.py:927] (0/8) Epoch 10, batch 15050, giga_loss[loss=0.2354, simple_loss=0.3221, pruned_loss=0.07442, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02863, over 42.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3201, pruned_loss=0.08173, over 2475438.37 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06855, over 19856.53 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3006, pruned_loss=0.06997, over 2468560.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.06985, over 8159.16 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3213, pruned_loss=0.08233, over 2475888.06 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06871, over 20939.30 utterances.], batch size: 42, lr: 3.64e-04
2022-08-26 07:21:26,148 INFO [train.py:927] (0/8) Epoch 10, batch 15100, giga_loss[loss=0.2524, simple_loss=0.3212, pruned_loss=0.09181, over 12234.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03123, over 42.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3199, pruned_loss=0.08241, over 2474321.18 frames. utt_duration=495 frames, utt_pad_proportion=0.07141, over 20052.30 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3001, pruned_loss=0.06974, over 2468757.87 frames. utt_duration=1219 frames, utt_pad_proportion=0.06788, over 8111.69 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3224, pruned_loss=0.08368, over 2474844.94 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07202, over 21518.17 utterances.], batch size: 42, lr: 3.64e-04
2022-08-26 07:23:13,025 INFO [train.py:927] (0/8) Epoch 10, batch 15150, giga_loss[loss=0.2321, simple_loss=0.3102, pruned_loss=0.07699, over 12453.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03489, over 105.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08189, over 2474671.93 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07103, over 19788.51 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2998, pruned_loss=0.06956, over 2468733.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.067, over 8077.75 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3203, pruned_loss=0.08326, over 2475220.65 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07185, over 21183.18 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:24:55,019 INFO [train.py:927] (0/8) Epoch 10, batch 15200, giga_loss[loss=0.2132, simple_loss=0.2956, pruned_loss=0.06536, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.241, simple_loss=0.317, pruned_loss=0.08254, over 2474065.35 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07003, over 19887.93 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2999, pruned_loss=0.06961, over 2468710.76 frames. utt_duration=1225 frames, utt_pad_proportion=0.06673, over 8073.36 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.319, pruned_loss=0.08363, over 2474536.09 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07081, over 21028.19 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:26:40,227 INFO [train.py:927] (0/8) Epoch 10, batch 15250, giga_loss[loss=0.2197, simple_loss=0.2975, pruned_loss=0.07092, over 12190.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03437, over 39.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08243, over 2473689.65 frames. utt_duration=515 frames, utt_pad_proportion=0.06786, over 19269.72 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3001, pruned_loss=0.0697, over 2468724.89 frames. utt_duration=1228 frames, utt_pad_proportion=0.06546, over 8050.48 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08357, over 2474208.46 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06908, over 20523.53 utterances.], batch size: 39, lr: 3.64e-04
2022-08-26 07:28:25,231 INFO [train.py:927] (0/8) Epoch 10, batch 15300, giga_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07503, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03334, over 40.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3162, pruned_loss=0.08276, over 2473864.91 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06721, over 20046.29 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3002, pruned_loss=0.06977, over 2468641.65 frames. utt_duration=1231 frames, utt_pad_proportion=0.06448, over 8028.63 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3179, pruned_loss=0.08382, over 2474424.77 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0685, over 21242.31 utterances.], batch size: 40, lr: 3.64e-04
2022-08-26 07:30:08,984 INFO [train.py:927] (0/8) Epoch 10, batch 15350, libri_loss[loss=0.2564, simple_loss=0.3354, pruned_loss=0.08872, over 12374.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0135, over 41.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3178, pruned_loss=0.08264, over 2473830.59 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06316, over 19446.01 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3006, pruned_loss=0.07002, over 2468562.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06335, over 8018.16 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08354, over 2474458.18 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06484, over 20681.01 utterances.], batch size: 41, lr: 3.64e-04
2022-08-26 07:31:55,308 INFO [train.py:927] (0/8) Epoch 10, batch 15400, giga_loss[loss=0.1981, simple_loss=0.2975, pruned_loss=0.04939, over 12407.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04232, over 26.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3173, pruned_loss=0.08034, over 2474465.35 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06103, over 18921.39 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3006, pruned_loss=0.07002, over 2468562.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06335, over 8018.16 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3184, pruned_loss=0.08104, over 2474953.81 frames. utt_duration=499.4 frames, utt_pad_proportion=0.0625, over 19882.61 utterances.], batch size: 26, lr: 3.64e-04
2022-08-26 07:33:41,073 INFO [train.py:927] (0/8) Epoch 10, batch 15450, giga_loss[loss=0.2694, simple_loss=0.3407, pruned_loss=0.09902, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03288, over 80.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3192, pruned_loss=0.08037, over 2475142.85 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06412, over 19520.65 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3009, pruned_loss=0.07015, over 2468526.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.06672, over 8090.07 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3199, pruned_loss=0.08086, over 2475576.87 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06406, over 20258.53 utterances.], batch size: 80, lr: 3.64e-04
2022-08-26 07:35:23,641 INFO [train.py:927] (0/8) Epoch 10, batch 15500, giga_loss[loss=0.253, simple_loss=0.3249, pruned_loss=0.09055, over 12436.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05619, over 182.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3215, pruned_loss=0.08279, over 2475577.42 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06685, over 19755.44 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.301, pruned_loss=0.07028, over 2468685.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.06478, over 8040.48 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3226, pruned_loss=0.08346, over 2476028.32 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06738, over 20805.45 utterances.], batch size: 182, lr: 3.64e-04
2022-08-26 07:37:07,814 INFO [train.py:927] (0/8) Epoch 10, batch 15550, giga_loss[loss=0.238, simple_loss=0.3127, pruned_loss=0.08166, over 12444.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04315, over 114.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3211, pruned_loss=0.08291, over 2475801.78 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06693, over 19584.66 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3008, pruned_loss=0.07029, over 2468899.82 frames. utt_duration=1232 frames, utt_pad_proportion=0.06406, over 8024.90 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3224, pruned_loss=0.08359, over 2476062.16 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06761, over 20580.36 utterances.], batch size: 114, lr: 3.64e-04
2022-08-26 07:38:49,735 INFO [train.py:927] (0/8) Epoch 10, batch 15600, giga_loss[loss=0.2429, simple_loss=0.3384, pruned_loss=0.07371, over 12393.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3208, pruned_loss=0.08114, over 2475726.12 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06504, over 19184.71 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3006, pruned_loss=0.07023, over 2468984.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06267, over 7981.74 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3226, pruned_loss=0.08206, over 2476036.49 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06622, over 20328.75 utterances.], batch size: 70, lr: 3.64e-04
2022-08-26 07:40:33,252 INFO [train.py:927] (0/8) Epoch 10, batch 15650, giga_loss[loss=0.2843, simple_loss=0.3532, pruned_loss=0.1077, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3205, pruned_loss=0.08051, over 2475018.42 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06487, over 19069.59 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3006, pruned_loss=0.07047, over 2468807.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.06598, over 8040.46 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3223, pruned_loss=0.08121, over 2475531.14 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06474, over 20119.63 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:42:18,590 INFO [train.py:927] (0/8) Epoch 10, batch 15700, libri_loss[loss=0.2484, simple_loss=0.3273, pruned_loss=0.08478, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01403, over 40.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.321, pruned_loss=0.08138, over 2474155.22 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06478, over 19395.78 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3007, pruned_loss=0.0704, over 2468983.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06506, over 8017.93 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3226, pruned_loss=0.08217, over 2474484.89 frames. utt_duration=485.6 frames, utt_pad_proportion=0.065, over 20444.09 utterances.], batch size: 40, lr: 3.64e-04
2022-08-26 07:44:03,330 INFO [train.py:927] (0/8) Epoch 10, batch 15750, giga_loss[loss=0.2205, simple_loss=0.3023, pruned_loss=0.0694, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.031, over 58.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3196, pruned_loss=0.08173, over 2474271.09 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06699, over 20024.44 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3007, pruned_loss=0.07042, over 2468652.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06435, over 8001.75 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3211, pruned_loss=0.08247, over 2474894.27 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0673, over 21018.94 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:45:46,106 INFO [train.py:927] (0/8) Epoch 10, batch 15800, giga_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07785, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03838, over 105.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3186, pruned_loss=0.08203, over 2474978.78 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06857, over 21168.11 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3007, pruned_loss=0.07028, over 2468421.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.06318, over 7970.12 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3202, pruned_loss=0.08298, over 2475805.03 frames. utt_duration=446.2 frames, utt_pad_proportion=0.06917, over 22268.30 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:47:29,539 INFO [train.py:927] (0/8) Epoch 10, batch 15850, giga_loss[loss=0.2104, simple_loss=0.2992, pruned_loss=0.06086, over 12420.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03808, over 133.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3171, pruned_loss=0.08127, over 2475290.72 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06763, over 21676.80 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3001, pruned_loss=0.07, over 2468346.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06263, over 7940.75 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3192, pruned_loss=0.08244, over 2476084.14 frames. utt_duration=436.8 frames, utt_pad_proportion=0.06833, over 22750.03 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 07:49:10,820 INFO [train.py:927] (0/8) Epoch 10, batch 15900, giga_loss[loss=0.2442, simple_loss=0.3267, pruned_loss=0.08082, over 12444.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07878, over 2475025.80 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06751, over 21504.08 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2995, pruned_loss=0.06962, over 2468328.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.06123, over 7903.11 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.0803, over 2475872.04 frames. utt_duration=436.5 frames, utt_pad_proportion=0.06859, over 22767.97 utterances.], batch size: 86, lr: 3.63e-04
2022-08-26 07:51:00,436 INFO [train.py:927] (0/8) Epoch 10, batch 15950, giga_loss[loss=0.2303, simple_loss=0.3037, pruned_loss=0.07845, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3109, pruned_loss=0.07806, over 2474913.02 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06789, over 20961.17 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2995, pruned_loss=0.06987, over 2468123.96 frames. utt_duration=1252 frames, utt_pad_proportion=0.06061, over 7892.00 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07927, over 2475951.30 frames. utt_duration=445 frames, utt_pad_proportion=0.06897, over 22329.34 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 07:52:44,880 INFO [train.py:927] (0/8) Epoch 10, batch 16000, giga_loss[loss=0.2666, simple_loss=0.3209, pruned_loss=0.1061, over 12355.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2141, over 374.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3107, pruned_loss=0.07856, over 2475187.36 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07144, over 21605.63 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.299, pruned_loss=0.06981, over 2468265.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05894, over 7849.02 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.0799, over 2476151.65 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07263, over 23232.36 utterances.], batch size: 374, lr: 3.63e-04
2022-08-26 07:54:28,142 INFO [train.py:927] (0/8) Epoch 10, batch 16050, giga_loss[loss=0.2353, simple_loss=0.3082, pruned_loss=0.08115, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3125, pruned_loss=0.07976, over 2475557.11 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07749, over 22422.54 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.299, pruned_loss=0.06981, over 2468216.62 frames. utt_duration=1263 frames, utt_pad_proportion=0.05831, over 7829.38 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3149, pruned_loss=0.08095, over 2476481.34 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07828, over 23921.34 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 07:56:13,442 INFO [train.py:927] (0/8) Epoch 10, batch 16100, giga_loss[loss=0.2429, simple_loss=0.3262, pruned_loss=0.07979, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03642, over 113.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08063, over 2475876.86 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07937, over 22552.11 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2989, pruned_loss=0.0698, over 2467999.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.05789, over 7818.10 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08167, over 2476855.54 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08006, over 23866.24 utterances.], batch size: 113, lr: 3.63e-04
2022-08-26 07:57:59,385 INFO [train.py:927] (0/8) Epoch 10, batch 16150, giga_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06244, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04514, over 31.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3154, pruned_loss=0.08157, over 2475124.61 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07986, over 21941.01 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2997, pruned_loss=0.07058, over 2468016.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06604, over 7982.74 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08203, over 2476134.09 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0781, over 23302.77 utterances.], batch size: 31, lr: 3.63e-04
2022-08-26 07:59:47,924 INFO [train.py:927] (0/8) Epoch 10, batch 16200, giga_loss[loss=0.22, simple_loss=0.2964, pruned_loss=0.07177, over 12327.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04517, over 31.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.317, pruned_loss=0.08301, over 2475158.77 frames. utt_duration=442.6 frames, utt_pad_proportion=0.082, over 22444.89 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2997, pruned_loss=0.07055, over 2468184.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06555, over 7985.99 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3184, pruned_loss=0.08356, over 2475908.57 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08074, over 23714.24 utterances.], batch size: 31, lr: 3.63e-04
2022-08-26 08:01:35,761 INFO [train.py:927] (0/8) Epoch 10, batch 16250, giga_loss[loss=0.2272, simple_loss=0.3083, pruned_loss=0.07298, over 12369.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.0306, over 62.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3176, pruned_loss=0.08242, over 2474903.86 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08148, over 22314.67 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2998, pruned_loss=0.0708, over 2468631.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06455, over 7981.54 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3191, pruned_loss=0.08301, over 2475319.79 frames. utt_duration=418.1 frames, utt_pad_proportion=0.08093, over 23763.45 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:03:23,049 INFO [train.py:927] (0/8) Epoch 10, batch 16300, giga_loss[loss=0.2017, simple_loss=0.2934, pruned_loss=0.05503, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3173, pruned_loss=0.08289, over 2474726.27 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08465, over 23016.48 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2998, pruned_loss=0.07083, over 2468513.36 frames. utt_duration=1241 frames, utt_pad_proportion=0.06409, over 7966.74 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08344, over 2475222.05 frames. utt_duration=408.7 frames, utt_pad_proportion=0.08428, over 24312.92 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:05:09,268 INFO [train.py:927] (0/8) Epoch 10, batch 16350, giga_loss[loss=0.2049, simple_loss=0.2816, pruned_loss=0.06412, over 12362.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03117, over 51.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3169, pruned_loss=0.08351, over 2474948.24 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08342, over 23063.33 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2999, pruned_loss=0.07106, over 2468479.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06346, over 7959.41 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08396, over 2475471.46 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0835, over 24377.68 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:06:52,688 INFO [train.py:927] (0/8) Epoch 10, batch 16400, giga_loss[loss=0.2454, simple_loss=0.3183, pruned_loss=0.08625, over 12430.00 frames. utt_duration=905.4 frames, utt_pad_proportion=0.03271, over 55.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3173, pruned_loss=0.08434, over 2474911.66 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07911, over 22509.48 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2996, pruned_loss=0.07111, over 2468460.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.0619, over 7928.17 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3192, pruned_loss=0.08506, over 2475559.27 frames. utt_duration=413 frames, utt_pad_proportion=0.08, over 24058.56 utterances.], batch size: 55, lr: 3.63e-04
2022-08-26 08:08:36,443 INFO [train.py:927] (0/8) Epoch 10, batch 16450, giga_loss[loss=0.2964, simple_loss=0.3467, pruned_loss=0.123, over 12362.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.1987, over 369.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3176, pruned_loss=0.0848, over 2474616.63 frames. utt_duration=442.7 frames, utt_pad_proportion=0.0798, over 22433.73 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2998, pruned_loss=0.07119, over 2468466.09 frames. utt_duration=1247 frames, utt_pad_proportion=0.06106, over 7924.63 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3193, pruned_loss=0.08555, over 2475249.86 frames. utt_duration=415.2 frames, utt_pad_proportion=0.0808, over 23927.85 utterances.], batch size: 369, lr: 3.63e-04
2022-08-26 08:10:20,435 INFO [train.py:927] (0/8) Epoch 10, batch 16500, giga_loss[loss=0.2149, simple_loss=0.3044, pruned_loss=0.06267, over 12397.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02984, over 62.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.318, pruned_loss=0.08489, over 2474737.53 frames. utt_duration=452.3 frames, utt_pad_proportion=0.0763, over 21956.97 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2996, pruned_loss=0.07116, over 2468360.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.06015, over 7904.28 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08575, over 2475440.52 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07766, over 23417.20 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:12:05,403 INFO [train.py:927] (0/8) Epoch 10, batch 16550, giga_loss[loss=0.2498, simple_loss=0.3205, pruned_loss=0.08958, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03066, over 36.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3192, pruned_loss=0.08609, over 2475233.58 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07317, over 21578.44 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2997, pruned_loss=0.07126, over 2468551.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05931, over 7896.32 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08693, over 2475738.62 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07479, over 22988.85 utterances.], batch size: 36, lr: 3.63e-04
2022-08-26 08:13:48,527 INFO [train.py:927] (0/8) Epoch 10, batch 16600, giga_loss[loss=0.2402, simple_loss=0.3152, pruned_loss=0.08261, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3197, pruned_loss=0.08602, over 2474624.14 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07333, over 21859.58 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3, pruned_loss=0.07133, over 2468551.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.05929, over 7927.54 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3212, pruned_loss=0.08695, over 2475168.50 frames. utt_duration=427 frames, utt_pad_proportion=0.07474, over 23264.73 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 08:15:34,907 INFO [train.py:927] (0/8) Epoch 10, batch 16650, giga_loss[loss=0.2642, simple_loss=0.3282, pruned_loss=0.1001, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.03957, over 33.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3204, pruned_loss=0.0863, over 2474539.10 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07601, over 21979.95 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.07153, over 2468463.78 frames. utt_duration=1247 frames, utt_pad_proportion=0.05857, over 7928.85 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3218, pruned_loss=0.08713, over 2475181.51 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07733, over 23353.09 utterances.], batch size: 33, lr: 3.63e-04
2022-08-26 08:17:17,742 INFO [train.py:927] (0/8) Epoch 10, batch 16700, giga_loss[loss=0.2489, simple_loss=0.3342, pruned_loss=0.08182, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3207, pruned_loss=0.08637, over 2473889.79 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07605, over 21429.39 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3002, pruned_loss=0.07172, over 2467852.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06165, over 7970.73 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.0873, over 2475108.20 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07645, over 22917.71 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 08:18:39,881 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-254000.pt
2022-08-26 08:19:06,424 INFO [train.py:927] (0/8) Epoch 10, batch 16750, giga_loss[loss=0.2427, simple_loss=0.3259, pruned_loss=0.07971, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04407, over 146.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08572, over 2473889.76 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07578, over 21705.78 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3004, pruned_loss=0.07168, over 2468010.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06123, over 7966.00 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.323, pruned_loss=0.08663, over 2474752.61 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07629, over 23006.15 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 08:20:47,421 INFO [train.py:927] (0/8) Epoch 10, batch 16800, giga_loss[loss=0.2276, simple_loss=0.3101, pruned_loss=0.07258, over 12439.00 frames. utt_duration=906.2 frames, utt_pad_proportion=0.03182, over 55.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.319, pruned_loss=0.08407, over 2473990.85 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07523, over 21236.81 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2998, pruned_loss=0.07137, over 2467935.36 frames. utt_duration=1246 frames, utt_pad_proportion=0.06013, over 7929.31 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3211, pruned_loss=0.08537, over 2474899.88 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07615, over 22617.91 utterances.], batch size: 55, lr: 3.63e-04
2022-08-26 08:22:28,434 INFO [train.py:927] (0/8) Epoch 10, batch 16850, giga_loss[loss=0.3772, simple_loss=0.4081, pruned_loss=0.1731, over 12357.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08484, over 2474335.74 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07364, over 20875.67 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2999, pruned_loss=0.07145, over 2468130.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.05954, over 7943.04 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3222, pruned_loss=0.08618, over 2475045.89 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07486, over 22336.25 utterances.], batch size: 257, lr: 3.63e-04
2022-08-26 08:24:14,649 INFO [train.py:927] (0/8) Epoch 10, batch 16900, giga_loss[loss=0.2674, simple_loss=0.343, pruned_loss=0.09594, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03132, over 97.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08606, over 2474779.45 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07327, over 21252.73 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3006, pruned_loss=0.07175, over 2467932.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.05839, over 7939.44 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08719, over 2475708.25 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07475, over 22734.10 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 08:26:00,001 INFO [train.py:927] (0/8) Epoch 10, batch 16950, giga_loss[loss=0.3332, simple_loss=0.3746, pruned_loss=0.1459, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.08672, over 2475461.76 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07898, over 22010.88 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3002, pruned_loss=0.07172, over 2467841.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.05757, over 7906.92 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3232, pruned_loss=0.08789, over 2476389.03 frames. utt_duration=424 frames, utt_pad_proportion=0.08009, over 23442.08 utterances.], batch size: 258, lr: 3.63e-04
2022-08-26 08:27:41,307 INFO [train.py:927] (0/8) Epoch 10, batch 17000, giga_loss[loss=0.2181, simple_loss=0.2987, pruned_loss=0.06873, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08686, over 2474489.96 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07618, over 21454.69 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3004, pruned_loss=0.07206, over 2467468.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05578, over 7872.24 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3239, pruned_loss=0.08813, over 2475862.40 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07806, over 23228.88 utterances.], batch size: 42, lr: 3.63e-04
2022-08-26 08:29:21,918 INFO [train.py:927] (0/8) Epoch 10, batch 17050, giga_loss[loss=0.2971, simple_loss=0.3536, pruned_loss=0.1203, over 12369.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3204, pruned_loss=0.08521, over 2474493.39 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07442, over 20934.68 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07218, over 2467388.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05475, over 7847.65 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3227, pruned_loss=0.08641, over 2475806.36 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07648, over 22659.25 utterances.], batch size: 259, lr: 3.63e-04
2022-08-26 08:31:02,705 INFO [train.py:927] (0/8) Epoch 10, batch 17100, giga_loss[loss=0.2345, simple_loss=0.3035, pruned_loss=0.08272, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03496, over 40.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3197, pruned_loss=0.08431, over 2474499.15 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07094, over 20601.50 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3002, pruned_loss=0.0721, over 2467472.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.05411, over 7834.02 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3219, pruned_loss=0.08549, over 2475560.26 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07309, over 22142.06 utterances.], batch size: 40, lr: 3.63e-04
2022-08-26 08:32:45,046 INFO [train.py:927] (0/8) Epoch 10, batch 17150, libri_loss[loss=0.2347, simple_loss=0.3156, pruned_loss=0.07687, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005254, over 34.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3177, pruned_loss=0.08295, over 2474319.96 frames. utt_duration=501 frames, utt_pad_proportion=0.06481, over 19815.01 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07239, over 2467189.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.05333, over 7825.34 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08383, over 2475569.35 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06732, over 21280.59 utterances.], batch size: 34, lr: 3.63e-04
2022-08-26 08:34:28,375 INFO [train.py:927] (0/8) Epoch 10, batch 17200, giga_loss[loss=0.1962, simple_loss=0.2796, pruned_loss=0.05642, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02841, over 54.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3144, pruned_loss=0.0818, over 2474211.02 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07198, over 20438.91 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.07239, over 2467174.18 frames. utt_duration=1252 frames, utt_pad_proportion=0.05704, over 7890.59 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3159, pruned_loss=0.08263, over 2475301.91 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07251, over 21698.83 utterances.], batch size: 54, lr: 3.63e-04
2022-08-26 08:36:12,835 INFO [train.py:927] (0/8) Epoch 10, batch 17250, giga_loss[loss=0.2377, simple_loss=0.326, pruned_loss=0.07472, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05203, over 161.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3133, pruned_loss=0.08154, over 2473877.50 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07428, over 21015.78 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3008, pruned_loss=0.07246, over 2467192.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.05744, over 7914.56 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3145, pruned_loss=0.08222, over 2474777.51 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07454, over 22102.27 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 08:37:56,405 INFO [train.py:927] (0/8) Epoch 10, batch 17300, giga_loss[loss=0.2049, simple_loss=0.2794, pruned_loss=0.06518, over 12375.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1836, over 360.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3119, pruned_loss=0.07842, over 2474438.83 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07551, over 21672.27 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07262, over 2467498.45 frames. utt_duration=1242 frames, utt_pad_proportion=0.05788, over 7958.05 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.07901, over 2475065.93 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07572, over 22875.78 utterances.], batch size: 360, lr: 3.62e-04
2022-08-26 08:39:37,785 INFO [train.py:927] (0/8) Epoch 10, batch 17350, libri_loss[loss=0.2489, simple_loss=0.327, pruned_loss=0.08536, over 12386.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.1452, over 66.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3101, pruned_loss=0.07558, over 2474789.62 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07304, over 22479.63 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07256, over 2467270.86 frames. utt_duration=1240 frames, utt_pad_proportion=0.05788, over 7967.56 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07622, over 2475670.81 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07343, over 23823.42 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:41:21,148 INFO [train.py:927] (0/8) Epoch 10, batch 17400, giga_loss[loss=0.1772, simple_loss=0.2547, pruned_loss=0.04983, over 12361.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1773, over 357.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3073, pruned_loss=0.07159, over 2475312.93 frames. utt_duration=433 frames, utt_pad_proportion=0.07166, over 22943.95 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07246, over 2467476.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.05745, over 7954.94 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3085, pruned_loss=0.07219, over 2475901.51 frames. utt_duration=412 frames, utt_pad_proportion=0.07217, over 24124.94 utterances.], batch size: 357, lr: 3.62e-04
2022-08-26 08:43:07,585 INFO [train.py:927] (0/8) Epoch 10, batch 17450, giga_loss[loss=0.2028, simple_loss=0.2884, pruned_loss=0.05859, over 12375.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03479, over 122.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3071, pruned_loss=0.07067, over 2475240.45 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07385, over 23673.88 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.07253, over 2467526.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.05723, over 7949.16 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3079, pruned_loss=0.07107, over 2475690.69 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07425, over 24680.60 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 08:44:49,902 INFO [train.py:927] (0/8) Epoch 10, batch 17500, libri_loss[loss=0.3487, simple_loss=0.4186, pruned_loss=0.1394, over 12375.00 frames. utt_duration=443.5 frames, utt_pad_proportion=0.308, over 112.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3048, pruned_loss=0.06844, over 2475373.34 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07708, over 24456.82 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.07275, over 2467502.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06066, over 8008.74 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3049, pruned_loss=0.06848, over 2475819.89 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07629, over 25343.75 utterances.], batch size: 112, lr: 3.62e-04
2022-08-26 08:46:34,562 INFO [train.py:927] (0/8) Epoch 10, batch 17550, giga_loss[loss=0.2307, simple_loss=0.3043, pruned_loss=0.07852, over 12404.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.304, pruned_loss=0.06771, over 2476085.84 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07384, over 24266.79 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.0726, over 2467652.67 frames. utt_duration=1242 frames, utt_pad_proportion=0.05949, over 7958.94 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3047, pruned_loss=0.06777, over 2476567.71 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07376, over 25476.56 utterances.], batch size: 258, lr: 3.62e-04
2022-08-26 08:48:16,845 INFO [train.py:927] (0/8) Epoch 10, batch 17600, libri_loss[loss=0.235, simple_loss=0.3142, pruned_loss=0.0779, over 12370.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.0244, over 43.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2999, pruned_loss=0.06476, over 2475206.61 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07664, over 24408.87 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.0724, over 2467167.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.0587, over 7935.03 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3008, pruned_loss=0.06487, over 2476144.93 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07675, over 25684.62 utterances.], batch size: 43, lr: 3.62e-04
2022-08-26 08:50:01,119 INFO [train.py:927] (0/8) Epoch 10, batch 17650, libri_loss[loss=0.2563, simple_loss=0.3278, pruned_loss=0.09243, over 12373.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.04048, over 46.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2967, pruned_loss=0.06298, over 2475428.84 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07907, over 24994.31 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07246, over 2467303.12 frames. utt_duration=1247 frames, utt_pad_proportion=0.05775, over 7925.77 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2973, pruned_loss=0.0628, over 2476254.46 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07947, over 26431.30 utterances.], batch size: 46, lr: 3.62e-04
2022-08-26 08:51:48,403 INFO [train.py:927] (0/8) Epoch 10, batch 17700, giga_loss[loss=0.2375, simple_loss=0.3269, pruned_loss=0.07405, over 12375.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0312, over 97.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2956, pruned_loss=0.06261, over 2475579.79 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07926, over 25586.58 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07237, over 2467269.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.05783, over 7934.01 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2962, pruned_loss=0.06241, over 2476364.96 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07961, over 26931.49 utterances.], batch size: 97, lr: 3.62e-04
2022-08-26 08:53:43,565 INFO [train.py:927] (0/8) Epoch 10, batch 17750, giga_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06301, over 12388.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07478, over 212.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2973, pruned_loss=0.06299, over 2475943.20 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07886, over 25572.41 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07263, over 2467390.83 frames. utt_duration=1239 frames, utt_pad_proportion=0.06054, over 7974.47 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2975, pruned_loss=0.06228, over 2476752.55 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07876, over 27205.86 utterances.], batch size: 212, lr: 3.62e-04
2022-08-26 08:55:43,867 INFO [train.py:927] (0/8) Epoch 10, batch 17800, giga_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05039, over 12458.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03053, over 92.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.297, pruned_loss=0.06287, over 2475900.79 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07592, over 25424.11 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07263, over 2467373.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.05981, over 7967.88 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.297, pruned_loss=0.06218, over 2476665.33 frames. utt_duration=369 frames, utt_pad_proportion=0.07625, over 26949.69 utterances.], batch size: 92, lr: 3.62e-04
2022-08-26 08:57:49,105 INFO [train.py:927] (0/8) Epoch 10, batch 17850, giga_loss[loss=0.1837, simple_loss=0.2788, pruned_loss=0.04433, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03116, over 42.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2954, pruned_loss=0.06081, over 2476153.17 frames. utt_duration=387 frames, utt_pad_proportion=0.07539, over 25681.36 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.0727, over 2467448.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.05961, over 7974.15 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2951, pruned_loss=0.06011, over 2476751.94 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07578, over 27036.81 utterances.], batch size: 42, lr: 3.62e-04
2022-08-26 08:59:50,645 INFO [train.py:927] (0/8) Epoch 10, batch 17900, giga_loss[loss=0.1967, simple_loss=0.2889, pruned_loss=0.05224, over 12394.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02508, over 91.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2931, pruned_loss=0.05992, over 2476533.29 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07471, over 25148.09 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3011, pruned_loss=0.07268, over 2467309.75 frames. utt_duration=1232 frames, utt_pad_proportion=0.06274, over 8017.35 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2926, pruned_loss=0.0591, over 2477337.25 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07429, over 26578.27 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:01:47,733 INFO [train.py:927] (0/8) Epoch 10, batch 17950, giga_loss[loss=0.2091, simple_loss=0.2909, pruned_loss=0.06369, over 12403.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09713, over 256.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2933, pruned_loss=0.05982, over 2477180.81 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07192, over 25129.66 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.07274, over 2467456.24 frames. utt_duration=1230 frames, utt_pad_proportion=0.06295, over 8036.84 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2926, pruned_loss=0.05897, over 2477803.04 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07173, over 26474.38 utterances.], batch size: 256, lr: 3.62e-04
2022-08-26 09:04:05,077 INFO [train.py:927] (0/8) Epoch 10, batch 18000, giga_loss[loss=0.1869, simple_loss=0.2753, pruned_loss=0.04924, over 12415.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05051, over 161.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2932, pruned_loss=0.05958, over 2477295.73 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07179, over 24988.56 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.07278, over 2467398.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.0668, over 8103.91 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.0587, over 2477972.35 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07062, over 26209.47 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 09:04:05,085 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (0/8) 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 09:06:17,612 INFO [train.py:927] (0/8) Epoch 10, batch 18050, giga_loss[loss=0.2112, simple_loss=0.3067, pruned_loss=0.05786, over 12414.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04536, over 161.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2934, pruned_loss=0.06, over 2477033.96 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06777, over 24057.34 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07304, over 2467462.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.0651, over 8054.94 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2927, pruned_loss=0.05864, over 2477837.40 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06752, over 25612.40 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 09:08:20,443 INFO [train.py:927] (0/8) Epoch 10, batch 18100, giga_loss[loss=0.2349, simple_loss=0.3143, pruned_loss=0.07777, over 12379.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2953, pruned_loss=0.05938, over 2477411.81 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06649, over 24329.94 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3007, pruned_loss=0.07289, over 2467501.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06383, over 8028.84 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.295, pruned_loss=0.05805, over 2478284.13 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06671, over 26038.76 utterances.], batch size: 257, lr: 3.62e-04
2022-08-26 09:10:32,323 INFO [train.py:927] (0/8) Epoch 10, batch 18150, giga_loss[loss=0.1952, simple_loss=0.2807, pruned_loss=0.05483, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03666, over 37.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2954, pruned_loss=0.05826, over 2477447.48 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07072, over 25388.13 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07282, over 2467460.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06364, over 8032.47 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2952, pruned_loss=0.057, over 2478379.68 frames. utt_duration=367.6 frames, utt_pad_proportion=0.07074, over 27054.12 utterances.], batch size: 37, lr: 3.62e-04
2022-08-26 09:12:42,748 INFO [train.py:927] (0/8) Epoch 10, batch 18200, giga_loss[loss=0.2378, simple_loss=0.3118, pruned_loss=0.08189, over 12421.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09254, over 255.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2958, pruned_loss=0.05872, over 2477837.64 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06708, over 25114.11 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07282, over 2467460.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06364, over 8032.47 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2957, pruned_loss=0.05774, over 2478563.19 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06727, over 26410.77 utterances.], batch size: 255, lr: 3.62e-04
2022-08-26 09:15:10,090 INFO [train.py:927] (0/8) Epoch 10, batch 18250, giga_loss[loss=0.1855, simple_loss=0.2793, pruned_loss=0.04583, over 12427.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05895, over 2478098.26 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07183, over 25675.20 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3006, pruned_loss=0.07271, over 2467766.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06244, over 8003.92 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2947, pruned_loss=0.05797, over 2478633.55 frames. utt_duration=367 frames, utt_pad_proportion=0.07208, over 27104.55 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:17:19,067 INFO [train.py:927] (0/8) Epoch 10, batch 18300, giga_loss[loss=0.1592, simple_loss=0.2541, pruned_loss=0.03215, over 12423.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02359, over 62.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05722, over 2478034.25 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07127, over 25117.26 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3003, pruned_loss=0.07263, over 2467588.81 frames. utt_duration=1238 frames, utt_pad_proportion=0.06176, over 7981.99 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05633, over 2478744.25 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07173, over 26498.18 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 09:19:22,130 INFO [train.py:927] (0/8) Epoch 10, batch 18350, giga_loss[loss=0.2071, simple_loss=0.3081, pruned_loss=0.05311, over 12389.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05826, over 2478150.51 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07094, over 24742.58 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.301, pruned_loss=0.0732, over 2467788.80 frames. utt_duration=1212 frames, utt_pad_proportion=0.06978, over 8151.46 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05663, over 2478765.67 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06891, over 26079.06 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:21:19,698 INFO [train.py:927] (0/8) Epoch 10, batch 18400, giga_loss[loss=0.2291, simple_loss=0.3011, pruned_loss=0.07852, over 12355.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 354.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2932, pruned_loss=0.05887, over 2478506.10 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06771, over 24385.78 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3012, pruned_loss=0.07334, over 2467965.67 frames. utt_duration=1215 frames, utt_pad_proportion=0.0687, over 8136.57 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05722, over 2479019.96 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06653, over 25726.65 utterances.], batch size: 354, lr: 3.62e-04
2022-08-26 09:23:27,467 INFO [train.py:927] (0/8) Epoch 10, batch 18450, giga_loss[loss=0.1743, simple_loss=0.2778, pruned_loss=0.03536, over 12452.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2934, pruned_loss=0.05903, over 2478211.66 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06688, over 24373.88 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07344, over 2467449.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.06761, over 8127.22 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2921, pruned_loss=0.05732, over 2479326.23 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06628, over 25816.45 utterances.], batch size: 75, lr: 3.62e-04
2022-08-26 09:25:49,452 INFO [train.py:927] (0/8) Epoch 10, batch 18500, giga_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06194, over 12372.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09234, over 254.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2943, pruned_loss=0.05909, over 2478703.49 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07223, over 25045.25 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3022, pruned_loss=0.07378, over 2467807.67 frames. utt_duration=1203 frames, utt_pad_proportion=0.07125, over 8215.32 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2926, pruned_loss=0.05709, over 2479518.21 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07063, over 26513.77 utterances.], batch size: 254, lr: 3.62e-04
2022-08-26 09:27:54,878 INFO [train.py:927] (0/8) Epoch 10, batch 18550, giga_loss[loss=0.1681, simple_loss=0.2548, pruned_loss=0.0407, over 12395.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06699, over 211.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2911, pruned_loss=0.05792, over 2478400.43 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06757, over 24437.35 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3021, pruned_loss=0.07362, over 2467841.05 frames. utt_duration=1207 frames, utt_pad_proportion=0.06972, over 8186.35 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05597, over 2479368.29 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06694, over 26165.80 utterances.], batch size: 211, lr: 3.62e-04
2022-08-26 09:29:50,149 INFO [train.py:927] (0/8) Epoch 10, batch 18600, giga_loss[loss=0.2151, simple_loss=0.3057, pruned_loss=0.06225, over 12364.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.0301, over 62.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2885, pruned_loss=0.05726, over 2478320.18 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07003, over 24568.14 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.07367, over 2468072.06 frames. utt_duration=1208 frames, utt_pad_proportion=0.06918, over 8179.51 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2869, pruned_loss=0.05555, over 2478981.36 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06953, over 26062.23 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 09:31:52,392 INFO [train.py:927] (0/8) Epoch 10, batch 18650, giga_loss[loss=0.2044, simple_loss=0.2895, pruned_loss=0.05964, over 12430.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0468, over 161.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2882, pruned_loss=0.057, over 2478485.11 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06811, over 24546.26 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.07363, over 2467859.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.06845, over 8152.93 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2868, pruned_loss=0.0555, over 2479337.57 frames. utt_duration=383 frames, utt_pad_proportion=0.06802, over 25971.65 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:34:03,185 INFO [train.py:927] (0/8) Epoch 10, batch 18700, giga_loss[loss=0.2008, simple_loss=0.2902, pruned_loss=0.05571, over 12367.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2874, pruned_loss=0.05668, over 2478026.36 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06959, over 24622.40 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3025, pruned_loss=0.07373, over 2467900.14 frames. utt_duration=1213 frames, utt_pad_proportion=0.06776, over 8148.96 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05509, over 2478844.97 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06964, over 26045.09 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 09:35:51,347 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-256000.pt
2022-08-26 09:36:19,579 INFO [train.py:927] (0/8) Epoch 10, batch 18750, libri_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06573, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005922, over 36.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2876, pruned_loss=0.05705, over 2477365.79 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06994, over 24110.89 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3029, pruned_loss=0.07414, over 2467360.85 frames. utt_duration=1196 frames, utt_pad_proportion=0.07373, over 8263.30 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2853, pruned_loss=0.05472, over 2478884.85 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06805, over 25751.53 utterances.], batch size: 36, lr: 3.61e-04
2022-08-26 09:38:21,530 INFO [train.py:927] (0/8) Epoch 10, batch 18800, giga_loss[loss=0.1772, simple_loss=0.2731, pruned_loss=0.04061, over 12388.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02707, over 91.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05691, over 2477567.73 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07034, over 24415.36 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.303, pruned_loss=0.07422, over 2467414.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07315, over 8257.68 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2851, pruned_loss=0.05486, over 2478795.86 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06899, over 25847.96 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 09:40:15,918 INFO [train.py:927] (0/8) Epoch 10, batch 18850, giga_loss[loss=0.2067, simple_loss=0.2959, pruned_loss=0.05874, over 12425.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02998, over 122.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2872, pruned_loss=0.05679, over 2477653.98 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07029, over 24358.36 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3024, pruned_loss=0.07393, over 2467145.25 frames. utt_duration=1195 frames, utt_pad_proportion=0.07506, over 8271.65 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2855, pruned_loss=0.05461, over 2479360.85 frames. utt_duration=379 frames, utt_pad_proportion=0.06865, over 26246.58 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 09:42:12,270 INFO [train.py:927] (0/8) Epoch 10, batch 18900, giga_loss[loss=0.2105, simple_loss=0.3033, pruned_loss=0.05886, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05702, over 2477409.04 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07149, over 24506.44 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3013, pruned_loss=0.07341, over 2467551.46 frames. utt_duration=1206 frames, utt_pad_proportion=0.07252, over 8194.85 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2875, pruned_loss=0.05496, over 2478897.41 frames. utt_duration=369.9 frames, utt_pad_proportion=0.07076, over 26889.05 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:44:07,620 INFO [train.py:927] (0/8) Epoch 10, batch 18950, giga_loss[loss=0.209, simple_loss=0.3034, pruned_loss=0.05728, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04413, over 146.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.289, pruned_loss=0.05698, over 2477688.35 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07143, over 24830.57 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3014, pruned_loss=0.07321, over 2467794.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.07103, over 8183.79 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2876, pruned_loss=0.05481, over 2479087.01 frames. utt_duration=362.4 frames, utt_pad_proportion=0.07119, over 27451.32 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 09:46:09,356 INFO [train.py:927] (0/8) Epoch 10, batch 19000, giga_loss[loss=0.1658, simple_loss=0.2578, pruned_loss=0.03689, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02634, over 66.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2874, pruned_loss=0.0562, over 2477400.91 frames. utt_duration=406 frames, utt_pad_proportion=0.07389, over 24480.69 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.0734, over 2467744.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.0736, over 8229.45 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2856, pruned_loss=0.05375, over 2478862.28 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07269, over 27050.68 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 09:48:07,935 INFO [train.py:927] (0/8) Epoch 10, batch 19050, giga_loss[loss=0.1905, simple_loss=0.283, pruned_loss=0.04906, over 12392.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03823, over 105.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2861, pruned_loss=0.05617, over 2477303.86 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07133, over 24343.47 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07305, over 2467475.98 frames. utt_duration=1208 frames, utt_pad_proportion=0.07228, over 8178.93 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2846, pruned_loss=0.05399, over 2479022.80 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07096, over 26976.93 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 09:50:12,702 INFO [train.py:927] (0/8) Epoch 10, batch 19100, giga_loss[loss=0.1787, simple_loss=0.2728, pruned_loss=0.04231, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2869, pruned_loss=0.05676, over 2476751.95 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07346, over 24404.92 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07258, over 2467117.08 frames. utt_duration=1211 frames, utt_pad_proportion=0.07395, over 8162.44 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05467, over 2478902.21 frames. utt_duration=364.3 frames, utt_pad_proportion=0.0726, over 27307.08 utterances.], batch size: 48, lr: 3.61e-04
2022-08-26 09:52:08,793 INFO [train.py:927] (0/8) Epoch 10, batch 19150, giga_loss[loss=0.218, simple_loss=0.3121, pruned_loss=0.06193, over 12360.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03007, over 85.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2895, pruned_loss=0.05808, over 2476729.59 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07043, over 24391.62 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2996, pruned_loss=0.07234, over 2467168.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.07316, over 8136.11 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05645, over 2478490.64 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07021, over 26919.95 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 09:54:14,813 INFO [train.py:927] (0/8) Epoch 10, batch 19200, giga_loss[loss=0.1953, simple_loss=0.2907, pruned_loss=0.05, over 12401.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04609, over 161.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.291, pruned_loss=0.05833, over 2476915.33 frames. utt_duration=402.3 frames, utt_pad_proportion=0.072, over 24700.90 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2987, pruned_loss=0.07188, over 2467038.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.072, over 8081.23 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.05713, over 2478630.02 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07202, over 27133.13 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:56:25,847 INFO [train.py:927] (0/8) Epoch 10, batch 19250, giga_loss[loss=0.2119, simple_loss=0.2958, pruned_loss=0.064, over 12436.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04246, over 147.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05778, over 2476921.88 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06943, over 24143.77 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2987, pruned_loss=0.07181, over 2466848.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.07062, over 8069.86 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05636, over 2478810.69 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07009, over 26717.02 utterances.], batch size: 147, lr: 3.61e-04
2022-08-26 09:58:27,786 INFO [train.py:927] (0/8) Epoch 10, batch 19300, giga_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06657, over 12379.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2897, pruned_loss=0.05746, over 2477859.21 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06788, over 24418.93 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07167, over 2467115.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.07065, over 8074.63 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2897, pruned_loss=0.05628, over 2479249.86 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06852, over 26677.92 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:00:31,052 INFO [train.py:927] (0/8) Epoch 10, batch 19350, giga_loss[loss=0.2007, simple_loss=0.2914, pruned_loss=0.05497, over 12373.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2883, pruned_loss=0.0573, over 2477915.32 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06569, over 23908.28 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07174, over 2467119.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06945, over 8074.87 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.05584, over 2479391.96 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06667, over 26236.88 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 10:02:34,394 INFO [train.py:927] (0/8) Epoch 10, batch 19400, giga_loss[loss=0.1959, simple_loss=0.2914, pruned_loss=0.05017, over 12401.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02638, over 66.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2874, pruned_loss=0.05589, over 2477886.55 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06287, over 23271.61 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07157, over 2466901.37 frames. utt_duration=1227 frames, utt_pad_proportion=0.06871, over 8048.88 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.0547, over 2479372.48 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06408, over 25328.79 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 10:04:26,722 INFO [train.py:927] (0/8) Epoch 10, batch 19450, giga_loss[loss=0.2462, simple_loss=0.3134, pruned_loss=0.08955, over 12402.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09679, over 256.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2889, pruned_loss=0.0556, over 2477240.22 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06403, over 23261.95 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2983, pruned_loss=0.07166, over 2466943.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06737, over 8026.96 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.05419, over 2478602.83 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06525, over 25258.15 utterances.], batch size: 256, lr: 3.61e-04
2022-08-26 10:06:36,320 INFO [train.py:927] (0/8) Epoch 10, batch 19500, giga_loss[loss=0.2063, simple_loss=0.302, pruned_loss=0.05532, over 12342.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03042, over 91.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05617, over 2476939.98 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06229, over 22806.36 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2984, pruned_loss=0.0718, over 2466751.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.07014, over 8092.97 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.289, pruned_loss=0.05424, over 2478612.50 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06247, over 24969.02 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:08:45,787 INFO [train.py:927] (0/8) Epoch 10, batch 19550, giga_loss[loss=0.2045, simple_loss=0.2995, pruned_loss=0.05479, over 12452.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02555, over 80.00 utterances.], tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05599, over 2477240.32 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06604, over 24000.94 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2981, pruned_loss=0.07162, over 2466706.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.06885, over 8057.91 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2895, pruned_loss=0.05428, over 2478865.07 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06621, over 26090.61 utterances.], batch size: 80, lr: 3.61e-04
2022-08-26 10:11:01,675 INFO [train.py:927] (0/8) Epoch 10, batch 19600, giga_loss[loss=0.2342, simple_loss=0.3149, pruned_loss=0.07679, over 12423.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06086, over 211.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05627, over 2477489.55 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06637, over 24621.60 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.298, pruned_loss=0.07153, over 2466347.58 frames. utt_duration=1229 frames, utt_pad_proportion=0.06808, over 8038.14 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2911, pruned_loss=0.05479, over 2479214.56 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06668, over 26503.21 utterances.], batch size: 211, lr: 3.61e-04
2022-08-26 10:13:15,979 INFO [train.py:927] (0/8) Epoch 10, batch 19650, giga_loss[loss=0.1889, simple_loss=0.274, pruned_loss=0.05194, over 12332.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.05094, over 34.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05698, over 2477358.62 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06405, over 24136.90 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2985, pruned_loss=0.07184, over 2466428.50 frames. utt_duration=1217 frames, utt_pad_proportion=0.07121, over 8114.97 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2923, pruned_loss=0.05519, over 2478891.73 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06351, over 25925.38 utterances.], batch size: 34, lr: 3.61e-04
2022-08-26 10:15:35,024 INFO [train.py:927] (0/8) Epoch 10, batch 19700, giga_loss[loss=0.1806, simple_loss=0.2809, pruned_loss=0.04014, over 12423.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04494, over 161.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05628, over 2477469.00 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06256, over 24100.41 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2983, pruned_loss=0.07174, over 2466225.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.07012, over 8089.90 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.291, pruned_loss=0.05468, over 2479049.74 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06249, over 25830.42 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 10:17:38,922 INFO [train.py:927] (0/8) Epoch 10, batch 19750, giga_loss[loss=0.2084, simple_loss=0.2993, pruned_loss=0.0588, over 12422.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03599, over 105.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2911, pruned_loss=0.05539, over 2477800.82 frames. utt_duration=412.1 frames, utt_pad_proportion=0.0593, over 24116.83 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2981, pruned_loss=0.07162, over 2466108.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.07015, over 8091.36 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2907, pruned_loss=0.05403, over 2479300.71 frames. utt_duration=387.2 frames, utt_pad_proportion=0.05939, over 25688.35 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:19:31,733 INFO [train.py:927] (0/8) Epoch 10, batch 19800, giga_loss[loss=0.2029, simple_loss=0.2946, pruned_loss=0.05564, over 12447.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2927, pruned_loss=0.05619, over 2477683.62 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06632, over 24958.32 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2977, pruned_loss=0.07118, over 2465776.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.0684, over 8047.72 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2925, pruned_loss=0.05501, over 2479596.35 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06643, over 26791.19 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 10:21:22,809 INFO [train.py:927] (0/8) Epoch 10, batch 19850, libri_loss[loss=0.2062, simple_loss=0.291, pruned_loss=0.06069, over 12359.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0154, over 41.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.291, pruned_loss=0.0557, over 2477732.09 frames. utt_duration=407 frames, utt_pad_proportion=0.06453, over 24425.44 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.07114, over 2465846.26 frames. utt_duration=1227 frames, utt_pad_proportion=0.06786, over 8046.26 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2907, pruned_loss=0.05468, over 2479281.05 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06487, over 26016.30 utterances.], batch size: 41, lr: 3.61e-04
2022-08-26 10:23:12,347 INFO [train.py:927] (0/8) Epoch 10, batch 19900, giga_loss[loss=0.2356, simple_loss=0.3247, pruned_loss=0.07332, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03307, over 86.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05786, over 2476812.39 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06651, over 23906.46 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07124, over 2465989.94 frames. utt_duration=1217 frames, utt_pad_proportion=0.07161, over 8118.43 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2936, pruned_loss=0.0566, over 2478165.20 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06559, over 25484.07 utterances.], batch size: 86, lr: 3.61e-04
2022-08-26 10:24:56,652 INFO [train.py:927] (0/8) Epoch 10, batch 19950, giga_loss[loss=0.2004, simple_loss=0.2931, pruned_loss=0.05387, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0425, over 34.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2998, pruned_loss=0.06077, over 2476722.56 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06451, over 22362.81 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2976, pruned_loss=0.07108, over 2465915.87 frames. utt_duration=1220 frames, utt_pad_proportion=0.07054, over 8095.65 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2997, pruned_loss=0.05965, over 2478112.60 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06414, over 23971.68 utterances.], batch size: 34, lr: 3.61e-04
2022-08-26 10:26:35,695 INFO [train.py:927] (0/8) Epoch 10, batch 20000, giga_loss[loss=0.1854, simple_loss=0.2677, pruned_loss=0.05151, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04425, over 31.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.06057, over 2475721.65 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06299, over 20917.97 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2979, pruned_loss=0.07115, over 2466081.65 frames. utt_duration=1222 frames, utt_pad_proportion=0.0687, over 8084.18 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2967, pruned_loss=0.05921, over 2477055.50 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06326, over 22728.09 utterances.], batch size: 31, lr: 3.61e-04
2022-08-26 10:28:17,218 INFO [train.py:927] (0/8) Epoch 10, batch 20050, giga_loss[loss=0.1902, simple_loss=0.2681, pruned_loss=0.05614, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2915, pruned_loss=0.05922, over 2475128.94 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06156, over 19980.97 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07124, over 2466463.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.06747, over 8088.90 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2911, pruned_loss=0.05761, over 2476250.23 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06219, over 21940.77 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 10:29:57,752 INFO [train.py:927] (0/8) Epoch 10, batch 20100, libri_loss[loss=0.1668, simple_loss=0.2474, pruned_loss=0.04312, over 12191.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.04308, over 27.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2842, pruned_loss=0.05712, over 2474619.09 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06259, over 19677.44 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07079, over 2466405.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.0657, over 8024.43 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2842, pruned_loss=0.05576, over 2475915.73 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06355, over 21750.20 utterances.], batch size: 27, lr: 3.60e-04
2022-08-26 10:31:39,373 INFO [train.py:927] (0/8) Epoch 10, batch 20150, giga_loss[loss=0.1893, simple_loss=0.2548, pruned_loss=0.06193, over 12329.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1918, over 363.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2789, pruned_loss=0.05534, over 2474712.53 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06623, over 19728.03 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2974, pruned_loss=0.07092, over 2466393.90 frames. utt_duration=1232 frames, utt_pad_proportion=0.06532, over 8019.16 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2785, pruned_loss=0.05403, over 2475821.53 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06681, over 21463.94 utterances.], batch size: 363, lr: 3.60e-04
2022-08-26 10:33:21,652 INFO [train.py:927] (0/8) Epoch 10, batch 20200, giga_loss[loss=0.169, simple_loss=0.247, pruned_loss=0.04553, over 12367.00 frames. utt_duration=236 frames, utt_pad_proportion=0.0671, over 211.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2731, pruned_loss=0.05318, over 2474789.29 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07037, over 20029.82 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2974, pruned_loss=0.07097, over 2466627.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06884, over 8084.02 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2726, pruned_loss=0.05192, over 2475516.44 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06926, over 21442.76 utterances.], batch size: 211, lr: 3.60e-04
2022-08-26 10:35:02,603 INFO [train.py:927] (0/8) Epoch 10, batch 20250, giga_loss[loss=0.1456, simple_loss=0.2271, pruned_loss=0.03207, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03028, over 55.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2697, pruned_loss=0.05201, over 2473595.18 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06845, over 19548.04 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2974, pruned_loss=0.0709, over 2466006.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06712, over 8069.49 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2682, pruned_loss=0.05031, over 2475038.69 frames. utt_duration=469 frames, utt_pad_proportion=0.06824, over 21174.68 utterances.], batch size: 55, lr: 3.60e-04
2022-08-26 10:36:43,367 INFO [train.py:927] (0/8) Epoch 10, batch 20300, giga_loss[loss=0.1542, simple_loss=0.2418, pruned_loss=0.03335, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03523, over 122.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.266, pruned_loss=0.05027, over 2472963.43 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06347, over 18795.04 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2977, pruned_loss=0.07095, over 2465668.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.06611, over 8052.90 utterances.], giga_tot_loss[loss=0.1805, simple_loss=0.264, pruned_loss=0.04846, over 2474561.89 frames. utt_duration=487.9 frames, utt_pad_proportion=0.064, over 20348.59 utterances.], batch size: 122, lr: 3.60e-04
2022-08-26 10:38:25,141 INFO [train.py:927] (0/8) Epoch 10, batch 20350, giga_loss[loss=0.1331, simple_loss=0.2104, pruned_loss=0.02791, over 12232.00 frames. utt_duration=1883 frames, utt_pad_proportion=0.05793, over 26.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2613, pruned_loss=0.04866, over 2473404.66 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06147, over 18233.77 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2977, pruned_loss=0.07088, over 2465769.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.0649, over 8019.83 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2589, pruned_loss=0.0468, over 2474755.58 frames. utt_duration=503 frames, utt_pad_proportion=0.06245, over 19736.92 utterances.], batch size: 26, lr: 3.60e-04
2022-08-26 10:40:07,763 INFO [train.py:927] (0/8) Epoch 10, batch 20400, giga_loss[loss=0.3036, simple_loss=0.365, pruned_loss=0.1211, over 12436.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03845, over 123.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.265, pruned_loss=0.05064, over 2473161.91 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0636, over 18294.93 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2977, pruned_loss=0.07088, over 2465779.91 frames. utt_duration=1232 frames, utt_pad_proportion=0.064, over 8012.57 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2625, pruned_loss=0.04877, over 2474353.53 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06459, over 19680.63 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:41:47,392 INFO [train.py:927] (0/8) Epoch 10, batch 20450, giga_loss[loss=0.244, simple_loss=0.3259, pruned_loss=0.08108, over 12477.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03956, over 31.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2771, pruned_loss=0.05692, over 2472942.99 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06603, over 18833.56 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2978, pruned_loss=0.07092, over 2465687.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.06612, over 8058.74 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.274, pruned_loss=0.05477, over 2474243.60 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06601, over 20294.51 utterances.], batch size: 31, lr: 3.60e-04
2022-08-26 10:43:28,368 INFO [train.py:927] (0/8) Epoch 10, batch 20500, giga_loss[loss=0.2582, simple_loss=0.333, pruned_loss=0.09172, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2835, pruned_loss=0.05879, over 2473097.40 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06613, over 18569.64 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2978, pruned_loss=0.07103, over 2465694.34 frames. utt_duration=1217 frames, utt_pad_proportion=0.06959, over 8115.65 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2806, pruned_loss=0.05665, over 2474270.98 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06464, over 19917.29 utterances.], batch size: 258, lr: 3.60e-04
2022-08-26 10:45:13,088 INFO [train.py:927] (0/8) Epoch 10, batch 20550, giga_loss[loss=0.2219, simple_loss=0.306, pruned_loss=0.06888, over 12368.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2864, pruned_loss=0.05954, over 2473237.77 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06679, over 18419.05 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2977, pruned_loss=0.07096, over 2466061.78 frames. utt_duration=1220 frames, utt_pad_proportion=0.06834, over 8095.83 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2839, pruned_loss=0.05764, over 2473992.29 frames. utt_duration=502.7 frames, utt_pad_proportion=0.066, over 19745.27 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 10:46:56,173 INFO [train.py:927] (0/8) Epoch 10, batch 20600, giga_loss[loss=0.2027, simple_loss=0.2815, pruned_loss=0.06198, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03203, over 40.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2901, pruned_loss=0.0613, over 2473831.50 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06802, over 18475.23 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2974, pruned_loss=0.07085, over 2466284.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.0674, over 8059.22 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2882, pruned_loss=0.05969, over 2474348.66 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06766, over 19751.69 utterances.], batch size: 40, lr: 3.60e-04
2022-08-26 10:48:37,841 INFO [train.py:927] (0/8) Epoch 10, batch 20650, giga_loss[loss=0.2158, simple_loss=0.3125, pruned_loss=0.05957, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03548, over 28.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2948, pruned_loss=0.06311, over 2473507.13 frames. utt_duration=541 frames, utt_pad_proportion=0.07039, over 18339.95 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2974, pruned_loss=0.07083, over 2466457.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.07028, over 8113.67 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2932, pruned_loss=0.06174, over 2473863.77 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06903, over 19436.68 utterances.], batch size: 28, lr: 3.60e-04
2022-08-26 10:50:18,356 INFO [train.py:927] (0/8) Epoch 10, batch 20700, giga_loss[loss=0.2244, simple_loss=0.3093, pruned_loss=0.06979, over 12286.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02782, over 42.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2975, pruned_loss=0.06453, over 2473571.23 frames. utt_duration=536.5 frames, utt_pad_proportion=0.07172, over 18493.37 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07085, over 2466497.39 frames. utt_duration=1221 frames, utt_pad_proportion=0.0684, over 8088.40 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2965, pruned_loss=0.06305, over 2474174.95 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07123, over 19945.86 utterances.], batch size: 42, lr: 3.60e-04
2022-08-26 10:51:40,928 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-258000.pt
2022-08-26 10:52:07,579 INFO [train.py:927] (0/8) Epoch 10, batch 20750, giga_loss[loss=0.2257, simple_loss=0.3131, pruned_loss=0.06918, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07038, over 211.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2995, pruned_loss=0.0645, over 2473390.05 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06898, over 17668.66 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2974, pruned_loss=0.07107, over 2466801.30 frames. utt_duration=1219 frames, utt_pad_proportion=0.0676, over 8104.84 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2985, pruned_loss=0.06294, over 2473774.67 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06903, over 19078.61 utterances.], batch size: 211, lr: 3.60e-04
2022-08-26 10:53:47,867 INFO [train.py:927] (0/8) Epoch 10, batch 20800, giga_loss[loss=0.1858, simple_loss=0.2853, pruned_loss=0.0431, over 12350.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2995, pruned_loss=0.06356, over 2473614.60 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06431, over 16771.19 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07082, over 2467056.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.0664, over 8064.61 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2991, pruned_loss=0.06237, over 2473843.90 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06515, over 18137.93 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:55:28,870 INFO [train.py:927] (0/8) Epoch 10, batch 20850, giga_loss[loss=0.2555, simple_loss=0.3253, pruned_loss=0.09282, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03788, over 123.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3014, pruned_loss=0.0657, over 2473666.97 frames. utt_duration=602 frames, utt_pad_proportion=0.06029, over 16476.09 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2968, pruned_loss=0.07075, over 2466770.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06568, over 8067.87 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3013, pruned_loss=0.0646, over 2474309.75 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06148, over 17851.68 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:57:13,009 INFO [train.py:927] (0/8) Epoch 10, batch 20900, giga_loss[loss=0.2299, simple_loss=0.2999, pruned_loss=0.07994, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02329, over 48.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3023, pruned_loss=0.06714, over 2474128.59 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05842, over 16203.21 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2975, pruned_loss=0.07123, over 2467188.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.06901, over 8152.11 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3017, pruned_loss=0.06572, over 2474469.08 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05821, over 17449.90 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 10:58:55,304 INFO [train.py:927] (0/8) Epoch 10, batch 20950, giga_loss[loss=0.2076, simple_loss=0.2906, pruned_loss=0.06231, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03517, over 104.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06712, over 2473932.80 frames. utt_duration=607.1 frames, utt_pad_proportion=0.05692, over 16340.08 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2974, pruned_loss=0.07116, over 2467067.61 frames. utt_duration=1216 frames, utt_pad_proportion=0.06827, over 8125.94 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06602, over 2474417.12 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05711, over 17463.29 utterances.], batch size: 104, lr: 3.60e-04
2022-08-26 11:00:39,952 INFO [train.py:927] (0/8) Epoch 10, batch 21000, giga_loss[loss=0.2356, simple_loss=0.3068, pruned_loss=0.08216, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3006, pruned_loss=0.06678, over 2473687.24 frames. utt_duration=602.6 frames, utt_pad_proportion=0.0556, over 16460.40 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2975, pruned_loss=0.07122, over 2467109.27 frames. utt_duration=1216 frames, utt_pad_proportion=0.068, over 8123.31 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06586, over 2474059.23 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0559, over 17373.74 utterances.], batch size: 258, lr: 3.60e-04
2022-08-26 11:00:39,960 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 11:00:52,917 INFO [train.py:967] (0/8) Epoch 10, validation: loss=0.1827, simple_loss=0.2943, pruned_loss=0.03559, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 11:02:35,335 INFO [train.py:927] (0/8) Epoch 10, batch 21050, giga_loss[loss=0.2336, simple_loss=0.2957, pruned_loss=0.08572, over 12353.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2967, pruned_loss=0.06563, over 2473078.28 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06249, over 17558.95 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2972, pruned_loss=0.07109, over 2466892.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.06728, over 8097.61 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2968, pruned_loss=0.06495, over 2473656.26 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06269, over 18431.26 utterances.], batch size: 258, lr: 3.60e-04
2022-08-26 11:04:18,255 INFO [train.py:927] (0/8) Epoch 10, batch 21100, giga_loss[loss=0.2042, simple_loss=0.2826, pruned_loss=0.06296, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03495, over 37.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2924, pruned_loss=0.06414, over 2473162.75 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07153, over 18903.23 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.297, pruned_loss=0.07105, over 2466622.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06736, over 8111.61 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2925, pruned_loss=0.06354, over 2473943.78 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07124, over 19742.99 utterances.], batch size: 37, lr: 3.60e-04
2022-08-26 11:06:00,294 INFO [train.py:927] (0/8) Epoch 10, batch 21150, giga_loss[loss=0.1832, simple_loss=0.27, pruned_loss=0.04815, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2922, pruned_loss=0.06375, over 2472992.84 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07425, over 19512.44 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2975, pruned_loss=0.07144, over 2466504.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.06732, over 8135.67 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2919, pruned_loss=0.06285, over 2473798.86 frames. utt_duration=489 frames, utt_pad_proportion=0.074, over 20297.67 utterances.], batch size: 91, lr: 3.60e-04
2022-08-26 11:07:42,555 INFO [train.py:927] (0/8) Epoch 10, batch 21200, giga_loss[loss=0.1808, simple_loss=0.2575, pruned_loss=0.05209, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03639, over 28.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2904, pruned_loss=0.06324, over 2471957.82 frames. utt_duration=550.4 frames, utt_pad_proportion=0.07035, over 18015.62 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2979, pruned_loss=0.07144, over 2466739.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06563, over 8092.55 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2897, pruned_loss=0.06229, over 2472581.81 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07101, over 19021.63 utterances.], batch size: 28, lr: 3.60e-04
2022-08-26 11:09:23,145 INFO [train.py:927] (0/8) Epoch 10, batch 21250, giga_loss[loss=0.2148, simple_loss=0.2975, pruned_loss=0.06611, over 12374.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06143, over 2472568.24 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06634, over 17721.55 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2979, pruned_loss=0.07145, over 2466791.55 frames. utt_duration=1221 frames, utt_pad_proportion=0.06536, over 8090.09 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2858, pruned_loss=0.06065, over 2473036.23 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06715, over 18549.56 utterances.], batch size: 161, lr: 3.60e-04
2022-08-26 11:11:05,704 INFO [train.py:927] (0/8) Epoch 10, batch 21300, giga_loss[loss=0.1961, simple_loss=0.2772, pruned_loss=0.05751, over 12394.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2838, pruned_loss=0.0607, over 2472206.94 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06484, over 17295.57 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2977, pruned_loss=0.0713, over 2466733.03 frames. utt_duration=1224 frames, utt_pad_proportion=0.06467, over 8068.90 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2833, pruned_loss=0.06006, over 2472690.38 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06584, over 18095.30 utterances.], batch size: 122, lr: 3.60e-04
2022-08-26 11:12:46,559 INFO [train.py:927] (0/8) Epoch 10, batch 21350, giga_loss[loss=0.2065, simple_loss=0.2751, pruned_loss=0.06894, over 12356.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1863, over 361.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2813, pruned_loss=0.05998, over 2471414.09 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06517, over 16756.51 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2978, pruned_loss=0.07139, over 2466752.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.06749, over 8111.65 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2803, pruned_loss=0.05906, over 2471962.51 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06492, over 17635.77 utterances.], batch size: 361, lr: 3.60e-04
2022-08-26 11:14:29,651 INFO [train.py:927] (0/8) Epoch 10, batch 21400, giga_loss[loss=0.255, simple_loss=0.3207, pruned_loss=0.09461, over 12375.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03144, over 62.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2795, pruned_loss=0.05923, over 2471624.91 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06311, over 16514.65 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.298, pruned_loss=0.07149, over 2466518.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.06593, over 8075.75 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2781, pruned_loss=0.05807, over 2472404.13 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06358, over 17469.82 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:16:13,615 INFO [train.py:927] (0/8) Epoch 10, batch 21450, giga_loss[loss=0.2127, simple_loss=0.286, pruned_loss=0.06973, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2801, pruned_loss=0.06036, over 2471119.91 frames. utt_duration=608 frames, utt_pad_proportion=0.06129, over 16295.95 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2983, pruned_loss=0.07243, over 2466435.58 frames. utt_duration=1229 frames, utt_pad_proportion=0.0646, over 8036.02 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2782, pruned_loss=0.05832, over 2471923.55 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06231, over 17317.93 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 11:17:54,197 INFO [train.py:927] (0/8) Epoch 10, batch 21500, giga_loss[loss=0.1933, simple_loss=0.2736, pruned_loss=0.05655, over 12343.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2832, pruned_loss=0.06197, over 2471050.50 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05804, over 16109.10 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.07224, over 2465827.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06314, over 7997.49 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2814, pruned_loss=0.06014, over 2472427.77 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05961, over 17239.96 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:19:36,540 INFO [train.py:927] (0/8) Epoch 10, batch 21550, giga_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.0615, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04271, over 37.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2896, pruned_loss=0.0652, over 2471501.11 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06489, over 16961.67 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2978, pruned_loss=0.07211, over 2465891.88 frames. utt_duration=1234 frames, utt_pad_proportion=0.06325, over 8002.67 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2881, pruned_loss=0.06374, over 2472594.53 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06562, over 17961.13 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:21:19,021 INFO [train.py:927] (0/8) Epoch 10, batch 21600, libri_loss[loss=0.2337, simple_loss=0.3067, pruned_loss=0.08035, over 12476.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007233, over 36.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2946, pruned_loss=0.06664, over 2471494.73 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06861, over 17505.57 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2973, pruned_loss=0.07183, over 2465659.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.062, over 7966.26 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2937, pruned_loss=0.06552, over 2472748.86 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06953, over 18642.53 utterances.], batch size: 36, lr: 3.59e-04
2022-08-26 11:22:58,005 INFO [train.py:927] (0/8) Epoch 10, batch 21650, giga_loss[loss=0.2177, simple_loss=0.2994, pruned_loss=0.06796, over 12417.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2992, pruned_loss=0.06793, over 2472569.96 frames. utt_duration=537.8 frames, utt_pad_proportion=0.07078, over 18440.49 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2975, pruned_loss=0.07185, over 2465795.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06113, over 7955.91 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2984, pruned_loss=0.06695, over 2473557.44 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07172, over 19515.95 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:24:41,019 INFO [train.py:927] (0/8) Epoch 10, batch 21700, giga_loss[loss=0.2068, simple_loss=0.2976, pruned_loss=0.05801, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04286, over 146.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06723, over 2472865.30 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07976, over 19307.24 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2985, pruned_loss=0.07252, over 2465809.48 frames. utt_duration=1205 frames, utt_pad_proportion=0.07253, over 8194.84 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2973, pruned_loss=0.0657, over 2473868.69 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07629, over 20308.61 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:26:23,831 INFO [train.py:927] (0/8) Epoch 10, batch 21750, libri_loss[loss=0.235, simple_loss=0.3133, pruned_loss=0.07831, over 12462.00 frames. utt_duration=756.8 frames, utt_pad_proportion=0.137, over 66.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.299, pruned_loss=0.06656, over 2472439.55 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07499, over 18852.16 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2987, pruned_loss=0.07251, over 2466035.79 frames. utt_duration=1201 frames, utt_pad_proportion=0.07231, over 8225.23 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.06518, over 2473213.77 frames. utt_duration=498.1 frames, utt_pad_proportion=0.0725, over 19921.92 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:28:07,700 INFO [train.py:927] (0/8) Epoch 10, batch 21800, giga_loss[loss=0.2078, simple_loss=0.2928, pruned_loss=0.06146, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03547, over 122.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2999, pruned_loss=0.06695, over 2471779.11 frames. utt_duration=546.8 frames, utt_pad_proportion=0.07323, over 18130.32 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2985, pruned_loss=0.0724, over 2465901.61 frames. utt_duration=1203 frames, utt_pad_proportion=0.07179, over 8209.00 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2991, pruned_loss=0.06591, over 2472561.27 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07147, over 19077.46 utterances.], batch size: 122, lr: 3.59e-04
2022-08-26 11:29:51,150 INFO [train.py:927] (0/8) Epoch 10, batch 21850, libri_loss[loss=0.2005, simple_loss=0.288, pruned_loss=0.05646, over 12356.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005248, over 33.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3017, pruned_loss=0.06852, over 2471780.50 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07289, over 18413.59 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2986, pruned_loss=0.0723, over 2466027.65 frames. utt_duration=1208 frames, utt_pad_proportion=0.07075, over 8178.03 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.06773, over 2472400.57 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07198, over 19389.32 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:31:35,754 INFO [train.py:927] (0/8) Epoch 10, batch 21900, giga_loss[loss=0.2519, simple_loss=0.3359, pruned_loss=0.08393, over 12396.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04153, over 37.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06981, over 2471963.61 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07062, over 18099.95 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2989, pruned_loss=0.07249, over 2466275.75 frames. utt_duration=1208 frames, utt_pad_proportion=0.07021, over 8179.23 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3027, pruned_loss=0.06898, over 2472278.89 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07018, over 18957.10 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:33:18,459 INFO [train.py:927] (0/8) Epoch 10, batch 21950, giga_loss[loss=0.213, simple_loss=0.3008, pruned_loss=0.06264, over 12445.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04598, over 34.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.304, pruned_loss=0.06943, over 2472639.34 frames. utt_duration=564.3 frames, utt_pad_proportion=0.07039, over 17574.92 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2984, pruned_loss=0.0723, over 2466383.74 frames. utt_duration=1212 frames, utt_pad_proportion=0.06931, over 8146.87 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3039, pruned_loss=0.06888, over 2472932.46 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07046, over 18523.99 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 11:35:01,610 INFO [train.py:927] (0/8) Epoch 10, batch 22000, giga_loss[loss=0.2104, simple_loss=0.2997, pruned_loss=0.06055, over 12374.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.06915, over 2471958.39 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06649, over 16709.11 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2977, pruned_loss=0.07201, over 2466584.30 frames. utt_duration=1220 frames, utt_pad_proportion=0.06705, over 8096.24 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3042, pruned_loss=0.06885, over 2472255.25 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06771, over 17890.63 utterances.], batch size: 70, lr: 3.59e-04
2022-08-26 11:36:46,134 INFO [train.py:927] (0/8) Epoch 10, batch 22050, giga_loss[loss=0.2244, simple_loss=0.305, pruned_loss=0.07191, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02981, over 62.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3026, pruned_loss=0.06922, over 2472200.89 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06298, over 16125.06 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2975, pruned_loss=0.07213, over 2466784.83 frames. utt_duration=1226 frames, utt_pad_proportion=0.06545, over 8057.12 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3036, pruned_loss=0.0688, over 2472431.10 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06491, over 17375.92 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:38:26,461 INFO [train.py:927] (0/8) Epoch 10, batch 22100, libri_loss[loss=0.2066, simple_loss=0.3037, pruned_loss=0.05473, over 12213.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007187, over 31.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3024, pruned_loss=0.06985, over 2471628.00 frames. utt_duration=631.3 frames, utt_pad_proportion=0.06515, over 15697.60 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2976, pruned_loss=0.07203, over 2466747.35 frames. utt_duration=1221 frames, utt_pad_proportion=0.06807, over 8093.02 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.06955, over 2472019.87 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06535, over 16892.01 utterances.], batch size: 31, lr: 3.59e-04
2022-08-26 11:40:08,378 INFO [train.py:927] (0/8) Epoch 10, batch 22150, giga_loss[loss=0.2123, simple_loss=0.3006, pruned_loss=0.06203, over 12403.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.03933, over 26.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3041, pruned_loss=0.07, over 2471091.92 frames. utt_duration=658.1 frames, utt_pad_proportion=0.06019, over 15052.55 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2986, pruned_loss=0.07205, over 2466613.07 frames. utt_duration=1223 frames, utt_pad_proportion=0.06632, over 8074.73 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3042, pruned_loss=0.06965, over 2471730.34 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06141, over 16363.86 utterances.], batch size: 26, lr: 3.59e-04
2022-08-26 11:41:48,801 INFO [train.py:927] (0/8) Epoch 10, batch 22200, giga_loss[loss=0.2404, simple_loss=0.3187, pruned_loss=0.08107, over 12358.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3043, pruned_loss=0.0702, over 2472357.58 frames. utt_duration=640.8 frames, utt_pad_proportion=0.06257, over 15468.05 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2987, pruned_loss=0.07209, over 2467066.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.06979, over 8136.10 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3044, pruned_loss=0.06986, over 2472537.18 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06183, over 16591.02 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 11:43:30,735 INFO [train.py:927] (0/8) Epoch 10, batch 22250, libri_loss[loss=0.2159, simple_loss=0.2957, pruned_loss=0.06804, over 12333.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007038, over 33.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3018, pruned_loss=0.06926, over 2472381.30 frames. utt_duration=642.5 frames, utt_pad_proportion=0.06529, over 15427.93 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2984, pruned_loss=0.07193, over 2467019.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.06879, over 8103.61 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3023, pruned_loss=0.0691, over 2472671.32 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06493, over 16478.65 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:45:11,789 INFO [train.py:927] (0/8) Epoch 10, batch 22300, giga_loss[loss=0.1991, simple_loss=0.2835, pruned_loss=0.05736, over 12297.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02521, over 54.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2991, pruned_loss=0.06778, over 2471960.28 frames. utt_duration=658.9 frames, utt_pad_proportion=0.06278, over 15039.85 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2983, pruned_loss=0.07189, over 2467016.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.06803, over 8090.13 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2995, pruned_loss=0.06765, over 2472259.81 frames. utt_duration=620.7 frames, utt_pad_proportion=0.06292, over 15970.18 utterances.], batch size: 54, lr: 3.59e-04
2022-08-26 11:46:52,730 INFO [train.py:927] (0/8) Epoch 10, batch 22350, giga_loss[loss=0.1833, simple_loss=0.2721, pruned_loss=0.04726, over 12354.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2971, pruned_loss=0.06701, over 2472452.49 frames. utt_duration=636 frames, utt_pad_proportion=0.06378, over 15586.13 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2987, pruned_loss=0.0721, over 2467087.83 frames. utt_duration=1223 frames, utt_pad_proportion=0.06697, over 8079.43 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2971, pruned_loss=0.06665, over 2472714.17 frames. utt_duration=602.5 frames, utt_pad_proportion=0.06429, over 16456.90 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:48:33,341 INFO [train.py:927] (0/8) Epoch 10, batch 22400, giga_loss[loss=0.1872, simple_loss=0.2687, pruned_loss=0.05284, over 12352.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03236, over 62.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.294, pruned_loss=0.06567, over 2472782.71 frames. utt_duration=631 frames, utt_pad_proportion=0.06276, over 15713.12 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2985, pruned_loss=0.07208, over 2467168.65 frames. utt_duration=1227 frames, utt_pad_proportion=0.06599, over 8055.99 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2941, pruned_loss=0.06529, over 2473013.55 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06358, over 16559.78 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:50:14,325 INFO [train.py:927] (0/8) Epoch 10, batch 22450, giga_loss[loss=0.2002, simple_loss=0.2869, pruned_loss=0.05677, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.06473, over 2472447.20 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06296, over 16509.27 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2987, pruned_loss=0.07224, over 2467263.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06572, over 8054.71 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2917, pruned_loss=0.06425, over 2472561.43 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06369, over 17213.32 utterances.], batch size: 91, lr: 3.59e-04
2022-08-26 11:51:54,644 INFO [train.py:927] (0/8) Epoch 10, batch 22500, giga_loss[loss=0.2563, simple_loss=0.3243, pruned_loss=0.09413, over 12359.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1927, over 364.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2935, pruned_loss=0.06474, over 2472640.06 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06414, over 17317.41 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2988, pruned_loss=0.07217, over 2467404.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06458, over 8013.67 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.06425, over 2472731.62 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06507, over 18114.83 utterances.], batch size: 364, lr: 3.59e-04
2022-08-26 11:53:35,150 INFO [train.py:927] (0/8) Epoch 10, batch 22550, giga_loss[loss=0.2322, simple_loss=0.3177, pruned_loss=0.07332, over 12374.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05995, over 182.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2954, pruned_loss=0.06523, over 2473288.93 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06033, over 17456.04 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2989, pruned_loss=0.0723, over 2467523.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06382, over 8007.30 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.295, pruned_loss=0.06456, over 2473402.00 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06149, over 18316.99 utterances.], batch size: 182, lr: 3.59e-04
2022-08-26 11:55:12,706 INFO [train.py:927] (0/8) Epoch 10, batch 22600, giga_loss[loss=0.1771, simple_loss=0.261, pruned_loss=0.04657, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04097, over 37.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.294, pruned_loss=0.06416, over 2473347.18 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06041, over 17585.51 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2985, pruned_loss=0.07223, over 2467076.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06614, over 8032.45 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2938, pruned_loss=0.06347, over 2474021.81 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06052, over 18565.15 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:56:54,665 INFO [train.py:927] (0/8) Epoch 10, batch 22650, giga_loss[loss=0.2082, simple_loss=0.2987, pruned_loss=0.05883, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0332, over 104.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2928, pruned_loss=0.06348, over 2473220.39 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05884, over 17436.63 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2983, pruned_loss=0.07215, over 2466953.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06592, over 8022.29 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2929, pruned_loss=0.06297, over 2473876.99 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05907, over 18251.95 utterances.], batch size: 104, lr: 3.59e-04
2022-08-26 11:58:34,456 INFO [train.py:927] (0/8) Epoch 10, batch 22700, giga_loss[loss=0.2257, simple_loss=0.3102, pruned_loss=0.07059, over 12410.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0376, over 113.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2938, pruned_loss=0.06354, over 2473618.54 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05687, over 17052.37 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.298, pruned_loss=0.07206, over 2466983.02 frames. utt_duration=1235 frames, utt_pad_proportion=0.06524, over 7998.07 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.294, pruned_loss=0.06309, over 2474200.21 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05736, over 17833.34 utterances.], batch size: 113, lr: 3.59e-04
2022-08-26 11:59:52,742 INFO [checkpoint.py:75] (0/8) Saving checkpoint to lstm_transducer_stateless2/exp/checkpoint-260000.pt
2022-08-26 12:00:17,778 INFO [train.py:927] (0/8) Epoch 10, batch 22750, giga_loss[loss=0.2133, simple_loss=0.2959, pruned_loss=0.06532, over 12408.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2946, pruned_loss=0.06389, over 2472856.85 frames. utt_duration=584.7 frames, utt_pad_proportion=0.0595, over 16961.17 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2979, pruned_loss=0.0721, over 2466764.88 frames. utt_duration=1240 frames, utt_pad_proportion=0.06474, over 7968.07 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.06324, over 2473731.70 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05992, over 17900.85 utterances.], batch size: 133, lr: 3.59e-04
2022-08-26 12:01:57,990 INFO [train.py:927] (0/8) Epoch 10, batch 22800, libri_loss[loss=0.208, simple_loss=0.2899, pruned_loss=0.06307, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005926, over 36.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2952, pruned_loss=0.06375, over 2472944.09 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05895, over 16814.39 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2979, pruned_loss=0.072, over 2466757.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.06399, over 7954.64 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.06321, over 2473710.17 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05961, over 17693.35 utterances.], batch size: 36, lr: 3.59e-04
2022-08-26 12:03:36,795 INFO [train.py:927] (0/8) Epoch 10, batch 22850, giga_loss[loss=0.2251, simple_loss=0.2953, pruned_loss=0.07746, over 12084.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03996, over 30.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2962, pruned_loss=0.06435, over 2473341.69 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05912, over 17063.58 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.07217, over 2466877.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06373, over 7949.87 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2962, pruned_loss=0.06374, over 2473861.28 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05973, over 17796.44 utterances.], batch size: 30, lr: 3.59e-04
2022-08-26 12:05:17,464 INFO [train.py:927] (0/8) Epoch 10, batch 22900, giga_loss[loss=0.1931, simple_loss=0.2747, pruned_loss=0.05571, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03829, over 40.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2938, pruned_loss=0.06343, over 2473811.92 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0592, over 17035.66 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2984, pruned_loss=0.0722, over 2467135.61 frames. utt_duration=1244 frames, utt_pad_proportion=0.0632, over 7944.39 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2935, pruned_loss=0.06286, over 2474055.29 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05987, over 17696.55 utterances.], batch size: 40, lr: 3.59e-04
2022-08-26 12:06:56,499 INFO [train.py:927] (0/8) Epoch 10, batch 22950, giga_loss[loss=0.2272, simple_loss=0.3021, pruned_loss=0.0762, over 12330.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1963, over 365.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2942, pruned_loss=0.06262, over 2474405.91 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06237, over 17546.90 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2985, pruned_loss=0.07218, over 2467226.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.06269, over 7940.94 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2937, pruned_loss=0.06211, over 2474580.01 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06296, over 18150.05 utterances.], batch size: 365, lr: 3.58e-04
2022-08-26 12:08:33,935 INFO [train.py:927] (0/8) Epoch 10, batch 23000, giga_loss[loss=0.2506, simple_loss=0.3205, pruned_loss=0.09037, over 12381.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07839, over 213.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2944, pruned_loss=0.06303, over 2474242.11 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06063, over 17480.38 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2988, pruned_loss=0.07238, over 2467328.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06649, over 8017.24 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2938, pruned_loss=0.06243, over 2474326.69 frames. utt_duration=553.5 frames, utt_pad_proportion=0.0598, over 17930.06 utterances.], batch size: 213, lr: 3.58e-04
2022-08-26 12:10:13,231 INFO [train.py:927] (0/8) Epoch 10, batch 23050, giga_loss[loss=0.2026, simple_loss=0.2953, pruned_loss=0.05497, over 12373.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.04041, over 105.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2936, pruned_loss=0.0633, over 2474619.60 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06092, over 17647.30 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2995, pruned_loss=0.0725, over 2467609.51 frames. utt_duration=1234 frames, utt_pad_proportion=0.0656, over 8009.98 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2923, pruned_loss=0.06253, over 2474577.35 frames. utt_duration=546 frames, utt_pad_proportion=0.06056, over 18178.25 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:11:50,621 INFO [train.py:927] (0/8) Epoch 10, batch 23100, giga_loss[loss=0.1974, simple_loss=0.2689, pruned_loss=0.06298, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2914, pruned_loss=0.06329, over 2474208.45 frames. utt_duration=560 frames, utt_pad_proportion=0.06095, over 17719.81 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2995, pruned_loss=0.07272, over 2467982.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.06859, over 8065.20 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2902, pruned_loss=0.06223, over 2474025.54 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05934, over 18358.58 utterances.], batch size: 42, lr: 3.58e-04
2022-08-26 12:13:29,861 INFO [train.py:927] (0/8) Epoch 10, batch 23150, giga_loss[loss=0.179, simple_loss=0.2621, pruned_loss=0.0479, over 12481.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04334, over 34.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2885, pruned_loss=0.06206, over 2474634.14 frames. utt_duration=556 frames, utt_pad_proportion=0.06117, over 17852.53 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2988, pruned_loss=0.07246, over 2467615.85 frames. utt_duration=1232 frames, utt_pad_proportion=0.06769, over 8024.21 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.288, pruned_loss=0.06127, over 2474939.06 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06023, over 18575.89 utterances.], batch size: 34, lr: 3.58e-04
2022-08-26 12:15:08,050 INFO [train.py:927] (0/8) Epoch 10, batch 23200, giga_loss[loss=0.181, simple_loss=0.26, pruned_loss=0.05099, over 12394.00 frames. utt_duration=801.3 frames, utt_pad_proportion=0.0299, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2854, pruned_loss=0.06046, over 2474294.80 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06008, over 17499.24 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.299, pruned_loss=0.07256, over 2467611.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06693, over 8003.94 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2847, pruned_loss=0.05959, over 2474646.67 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05964, over 18224.82 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:16:46,531 INFO [train.py:927] (0/8) Epoch 10, batch 23250, giga_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07166, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02515, over 48.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2873, pruned_loss=0.06125, over 2474451.71 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06224, over 17837.29 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2993, pruned_loss=0.07273, over 2467563.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06636, over 8012.80 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2863, pruned_loss=0.06023, over 2474875.71 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06206, over 18545.33 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:18:23,783 INFO [train.py:927] (0/8) Epoch 10, batch 23300, giga_loss[loss=0.2027, simple_loss=0.2934, pruned_loss=0.056, over 12449.00 frames. utt_duration=471.2 frames, utt_pad_proportion=0.04614, over 106.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2915, pruned_loss=0.0627, over 2474532.48 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06062, over 18289.86 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07294, over 2467681.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.07066, over 8096.66 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2901, pruned_loss=0.06161, over 2474822.54 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0588, over 18862.20 utterances.], batch size: 106, lr: 3.58e-04
2022-08-26 12:20:03,294 INFO [train.py:927] (0/8) Epoch 10, batch 23350, giga_loss[loss=0.1971, simple_loss=0.2901, pruned_loss=0.05199, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03098, over 75.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2936, pruned_loss=0.06362, over 2475091.69 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05878, over 17576.53 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3003, pruned_loss=0.07292, over 2467833.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06837, over 8072.80 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2918, pruned_loss=0.06237, over 2475492.86 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05804, over 18454.56 utterances.], batch size: 75, lr: 3.58e-04
2022-08-26 12:21:47,888 INFO [train.py:927] (0/8) Epoch 10, batch 23400, giga_loss[loss=0.2304, simple_loss=0.3121, pruned_loss=0.07429, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02968, over 40.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2991, pruned_loss=0.06807, over 2473993.72 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07088, over 18706.41 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3003, pruned_loss=0.07306, over 2467690.20 frames. utt_duration=1215 frames, utt_pad_proportion=0.07186, over 8135.04 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06676, over 2474575.73 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06822, over 19559.82 utterances.], batch size: 40, lr: 3.58e-04
2022-08-26 12:23:27,487 INFO [train.py:927] (0/8) Epoch 10, batch 23450, giga_loss[loss=0.3924, simple_loss=0.4276, pruned_loss=0.1786, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.07246, over 2473700.31 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06951, over 18868.67 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.07322, over 2467546.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.07499, over 8185.96 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3047, pruned_loss=0.07117, over 2474462.87 frames. utt_duration=501.7 frames, utt_pad_proportion=0.0664, over 19786.79 utterances.], batch size: 259, lr: 3.58e-04
2022-08-26 12:25:09,545 INFO [train.py:927] (0/8) Epoch 10, batch 23500, giga_loss[loss=0.2656, simple_loss=0.3427, pruned_loss=0.09429, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05353, over 162.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07668, over 2474210.76 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06998, over 19134.53 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3005, pruned_loss=0.07332, over 2467547.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.07466, over 8199.25 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07558, over 2474948.03 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06753, over 20086.60 utterances.], batch size: 162, lr: 3.58e-04
2022-08-26 12:26:54,805 INFO [train.py:927] (0/8) Epoch 10, batch 23550, giga_loss[loss=0.3202, simple_loss=0.3748, pruned_loss=0.1328, over 12396.00 frames. utt_duration=271 frames, utt_pad_proportion=0.06871, over 184.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3182, pruned_loss=0.08205, over 2473383.26 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08143, over 21037.90 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3006, pruned_loss=0.0734, over 2467577.51 frames. utt_duration=1206 frames, utt_pad_proportion=0.07435, over 8196.25 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08115, over 2473959.30 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07939, over 21846.60 utterances.], batch size: 184, lr: 3.58e-04
2022-08-26 12:28:41,400 INFO [train.py:927] (0/8) Epoch 10, batch 23600, giga_loss[loss=0.3191, simple_loss=0.3747, pruned_loss=0.1317, over 12381.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06501, over 183.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3241, pruned_loss=0.08691, over 2473894.34 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07853, over 21106.87 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3016, pruned_loss=0.07375, over 2467699.20 frames. utt_duration=1185 frames, utt_pad_proportion=0.08125, over 8341.13 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.323, pruned_loss=0.08612, over 2474381.72 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07454, over 21916.57 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:30:29,094 INFO [train.py:927] (0/8) Epoch 10, batch 23650, giga_loss[loss=0.257, simple_loss=0.3327, pruned_loss=0.09061, over 12438.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3281, pruned_loss=0.09095, over 2474222.07 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08792, over 22394.07 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07357, over 2467623.67 frames. utt_duration=1184 frames, utt_pad_proportion=0.08072, over 8344.33 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3278, pruned_loss=0.09075, over 2474797.06 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08477, over 23267.33 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:32:14,377 INFO [train.py:927] (0/8) Epoch 10, batch 23700, giga_loss[loss=0.2325, simple_loss=0.3175, pruned_loss=0.07377, over 12351.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3263, pruned_loss=0.08966, over 2473706.64 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08402, over 21640.34 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07361, over 2467461.37 frames. utt_duration=1186 frames, utt_pad_proportion=0.07946, over 8329.08 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3267, pruned_loss=0.08984, over 2474438.96 frames. utt_duration=438.4 frames, utt_pad_proportion=0.082, over 22650.32 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:33:55,900 INFO [train.py:927] (0/8) Epoch 10, batch 23750, giga_loss[loss=0.3067, simple_loss=0.3734, pruned_loss=0.1201, over 12406.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3283, pruned_loss=0.09033, over 2474004.70 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07736, over 21715.42 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.301, pruned_loss=0.07343, over 2467082.37 frames. utt_duration=1194 frames, utt_pad_proportion=0.07781, over 8277.83 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3296, pruned_loss=0.09104, over 2475098.19 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07659, over 22918.14 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:35:42,360 INFO [train.py:927] (0/8) Epoch 10, batch 23800, giga_loss[loss=0.2079, simple_loss=0.2994, pruned_loss=0.05817, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.329, pruned_loss=0.09069, over 2473934.99 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08072, over 22487.02 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3014, pruned_loss=0.0737, over 2467348.10 frames. utt_duration=1183 frames, utt_pad_proportion=0.08143, over 8356.71 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.33, pruned_loss=0.09124, over 2474637.57 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07872, over 23557.49 utterances.], batch size: 75, lr: 3.58e-04
2022-08-26 12:37:28,740 INFO [train.py:927] (0/8) Epoch 10, batch 23850, giga_loss[loss=0.2805, simple_loss=0.3453, pruned_loss=0.1079, over 12391.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06445, over 183.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3271, pruned_loss=0.08802, over 2473165.48 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07613, over 22350.68 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07358, over 2467194.86 frames. utt_duration=1185 frames, utt_pad_proportion=0.08048, over 8339.42 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3283, pruned_loss=0.08877, over 2473957.52 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07501, over 23391.77 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:39:10,732 INFO [train.py:927] (0/8) Epoch 10, batch 23900, giga_loss[loss=0.3137, simple_loss=0.3572, pruned_loss=0.1351, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3245, pruned_loss=0.08598, over 2473688.51 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07298, over 21836.65 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.302, pruned_loss=0.0739, over 2467232.50 frames. utt_duration=1190 frames, utt_pad_proportion=0.07834, over 8304.06 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3257, pruned_loss=0.0867, over 2474488.38 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07287, over 23135.19 utterances.], batch size: 258, lr: 3.58e-04
2022-08-26 12:40:55,699 INFO [train.py:927] (0/8) Epoch 10, batch 23950, giga_loss[loss=0.2371, simple_loss=0.3202, pruned_loss=0.07696, over 12464.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02991, over 55.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3228, pruned_loss=0.08521, over 2473826.91 frames. utt_duration=445 frames, utt_pad_proportion=0.07816, over 22310.75 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3018, pruned_loss=0.07386, over 2467341.47 frames. utt_duration=1192 frames, utt_pad_proportion=0.07758, over 8288.52 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3242, pruned_loss=0.08597, over 2474474.77 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07806, over 23529.35 utterances.], batch size: 55, lr: 3.58e-04
2022-08-26 12:42:49,517 INFO [train.py:927] (0/8) Epoch 10, batch 24000, giga_loss[loss=0.2139, simple_loss=0.2961, pruned_loss=0.06588, over 12427.00 frames. utt_duration=803 frames, utt_pad_proportion=0.02781, over 62.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3198, pruned_loss=0.08318, over 2473456.09 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07932, over 22084.51 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3013, pruned_loss=0.07366, over 2467243.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.07696, over 8261.03 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3217, pruned_loss=0.08414, over 2474150.78 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07941, over 23319.99 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:42:49,525 INFO [train.py:958] (0/8) Computing validation loss
2022-08-26 12:43:04,618 INFO [train.py:967] (0/8) Epoch 10, validation: loss=0.1951, simple_loss=0.3125, pruned_loss=0.03882, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 12:44:47,101 INFO [train.py:927] (0/8) Epoch 10, batch 24050, giga_loss[loss=0.2188, simple_loss=0.3177, pruned_loss=0.05992, over 12255.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02645, over 54.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3204, pruned_loss=0.08135, over 2473661.37 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07531, over 21180.15 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3013, pruned_loss=0.07369, over 2467205.05 frames. utt_duration=1191 frames, utt_pad_proportion=0.07893, over 8299.67 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3223, pruned_loss=0.0823, over 2474398.89 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07493, over 22439.74 utterances.], batch size: 54, lr: 3.58e-04
2022-08-26 12:46:32,641 INFO [train.py:927] (0/8) Epoch 10, batch 24100, giga_loss[loss=0.2164, simple_loss=0.3062, pruned_loss=0.0633, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03198, over 62.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3198, pruned_loss=0.08153, over 2473289.67 frames. utt_duration=450 frames, utt_pad_proportion=0.08321, over 22052.81 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3011, pruned_loss=0.0735, over 2467162.27 frames. utt_duration=1193 frames, utt_pad_proportion=0.07836, over 8281.72 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3218, pruned_loss=0.08254, over 2473970.26 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08277, over 23189.35 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:48:17,387 INFO [train.py:927] (0/8) Epoch 10, batch 24150, giga_loss[loss=0.2318, simple_loss=0.3231, pruned_loss=0.07028, over 12372.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03214, over 62.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3188, pruned_loss=0.08161, over 2473495.50 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08325, over 21822.62 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.301, pruned_loss=0.07341, over 2466728.09 frames. utt_duration=1197 frames, utt_pad_proportion=0.07755, over 8250.66 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3207, pruned_loss=0.0826, over 2474527.31 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08318, over 22939.55 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:50:03,019 INFO [train.py:927] (0/8) Epoch 10, batch 24200, giga_loss[loss=0.3021, simple_loss=0.382, pruned_loss=0.1111, over 12455.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.03459, over 113.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07961, over 2473962.99 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07951, over 21080.51 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3007, pruned_loss=0.0731, over 2466514.19 frames. utt_duration=1201 frames, utt_pad_proportion=0.07646, over 8225.90 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3193, pruned_loss=0.08081, over 2475092.76 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08002, over 22226.14 utterances.], batch size: 113, lr: 3.58e-04
2022-08-26 12:51:44,754 INFO [train.py:927] (0/8) Epoch 10, batch 24250, giga_loss[loss=0.1738, simple_loss=0.2633, pruned_loss=0.04217, over 12448.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04129, over 26.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3157, pruned_loss=0.07874, over 2473872.29 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07969, over 20557.92 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07265, over 2466455.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.07422, over 8174.78 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08035, over 2475175.73 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08086, over 22029.87 utterances.], batch size: 26, lr: 3.58e-04