2022-08-26 17:12:43,652 INFO [train.py:1020] (7/8) Training started
2022-08-26 17:12:43,653 INFO [train.py:1030] (7/8) Device: cuda:7
2022-08-26 17:12:43,657 INFO [train.py:1039] (7/8) {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'dim_feedforward': 2048, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.3.0.dev+missing.version.file', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'lstm-giga-libri', 'icefall-git-sha1': 'f2f5baf-dirty', 'icefall-git-date': 'Fri Aug 19 14:38:45 2022', 'icefall-path': '/k2-dev/fangjun/open-source/icefall-lstm-giga', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-multi-22/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-jsonl/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-6-0701202559-7d99965d5f-tswlt', 'IP address': '10.177.28.74'}, 'world_size': 8, 'master_port': 12354, 'tensorboard': True, 'full_libri': True, 'num_epochs': 35, 'start_epoch': 10, '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}
2022-08-26 17:12:43,657 INFO [train.py:1041] (7/8) About to create model
2022-08-26 17:12:44,276 INFO [train.py:460] (7/8) Use giga
2022-08-26 17:12:44,331 INFO [train.py:1045] (7/8) Number of model parameters: 86241344
2022-08-26 17:12:44,332 INFO [checkpoint.py:112] (7/8) Loading checkpoint from lstm_transducer_stateless2/exp/epoch-9.pt
2022-08-26 17:12:56,240 INFO [train.py:1060] (7/8) Using DDP
2022-08-26 17:12:57,340 INFO [train.py:1068] (7/8) Loading optimizer state dict
2022-08-26 17:12:58,819 INFO [train.py:1076] (7/8) Loading scheduler state dict
2022-08-26 17:12:58,819 INFO [librispeech.py:43] (7/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-26 17:12:58,823 INFO [librispeech.py:48] (7/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-26 17:12:58,824 INFO [librispeech.py:53] (7/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-26 17:12:58,825 INFO [train.py:1104] (7/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-26 17:12:58,826 INFO [gigaspeech.py:46] (7/8) About to get train-XL cuts
2022-08-26 17:12:58,855 INFO [gigaspeech.py:62] (7/8) Loading 1998 splits
2022-08-26 17:13:13,364 INFO [asr_datamodule.py:168] (7/8) Enable MUSAN
2022-08-26 17:13:13,364 INFO [asr_datamodule.py:180] (7/8) Enable SpecAugment
2022-08-26 17:13:13,364 INFO [asr_datamodule.py:181] (7/8) Time warp factor: 80
2022-08-26 17:13:13,365 INFO [asr_datamodule.py:196] (7/8) About to create train dataset
2022-08-26 17:13:13,365 INFO [asr_datamodule.py:227] (7/8) Using DynamicBucketingSampler.
2022-08-26 17:13:16,384 INFO [asr_datamodule.py:236] (7/8) About to create train dataloader
2022-08-26 17:13:16,385 INFO [asr_datamodule.py:168] (7/8) Enable MUSAN
2022-08-26 17:13:16,385 INFO [asr_datamodule.py:180] (7/8) Enable SpecAugment
2022-08-26 17:13:16,385 INFO [asr_datamodule.py:181] (7/8) Time warp factor: 80
2022-08-26 17:13:16,386 INFO [asr_datamodule.py:196] (7/8) About to create train dataset
2022-08-26 17:13:16,386 INFO [asr_datamodule.py:227] (7/8) Using DynamicBucketingSampler.
2022-08-26 17:13:20,096 INFO [asr_datamodule.py:236] (7/8) About to create train dataloader
2022-08-26 17:13:20,097 INFO [librispeech.py:68] (7/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-26 17:13:20,098 INFO [librispeech.py:73] (7/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-26 17:13:20,099 INFO [asr_datamodule.py:249] (7/8) About to create dev dataset
2022-08-26 17:13:20,431 INFO [asr_datamodule.py:270] (7/8) About to create dev dataloader
2022-08-26 17:13:20,431 INFO [train.py:1156] (7/8) Skip scan_pessimistic_batches_for_oom
2022-08-26 17:13:20,431 INFO [train.py:1160] (7/8) Loading grad scaler state dict
2022-08-26 17:15:30,141 INFO [train.py:927] (7/8) Epoch 10, batch 50, giga_loss[loss=0.2121, simple_loss=0.3106, pruned_loss=0.05684, over 12430.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3187, pruned_loss=0.07201, over 548683.56 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07207, over 4244.55 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2933, pruned_loss=0.06041, over 109222.76 frames. utt_duration=1149 frames, utt_pad_proportion=0.05649, over 380.85 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3243, pruned_loss=0.07456, over 459743.46 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07337, over 3973.72 utterances.], batch size: 146, lr: 3.75e-04
2022-08-26 17:17:10,730 INFO [train.py:927] (7/8) Epoch 10, batch 100, giga_loss[loss=0.1579, simple_loss=0.2392, pruned_loss=0.03834, over 12411.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02874, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.0631, over 975444.68 frames. utt_duration=548.6 frames, utt_pad_proportion=0.0686, over 7131.68 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2883, pruned_loss=0.05657, over 155798.91 frames. utt_duration=1252 frames, utt_pad_proportion=0.04412, over 498.33 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3004, pruned_loss=0.0643, over 874822.51 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07023, over 6923.55 utterances.], batch size: 62, lr: 3.75e-04
2022-08-26 17:18:53,039 INFO [train.py:927] (7/8) Epoch 10, batch 150, giga_loss[loss=0.1516, simple_loss=0.2315, pruned_loss=0.0359, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2836, pruned_loss=0.05732, over 1308029.84 frames. utt_duration=556 frames, utt_pad_proportion=0.06607, over 9435.58 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2869, pruned_loss=0.05621, over 224363.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.04408, over 705.89 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2839, pruned_loss=0.05783, over 1191837.71 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06751, over 9299.11 utterances.], batch size: 37, lr: 3.75e-04
2022-08-26 17:20:32,336 INFO [train.py:927] (7/8) Epoch 10, batch 200, giga_loss[loss=0.1707, simple_loss=0.2544, pruned_loss=0.04355, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2727, pruned_loss=0.05307, over 1566140.72 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06664, over 11588.05 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2908, pruned_loss=0.05856, over 279882.42 frames. utt_duration=1192 frames, utt_pad_proportion=0.07733, over 940.42 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2711, pruned_loss=0.05266, over 1450548.50 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06566, over 11494.32 utterances.], batch size: 133, lr: 3.75e-04
2022-08-26 17:22:11,816 INFO [train.py:927] (7/8) Epoch 10, batch 250, giga_loss[loss=0.1651, simple_loss=0.2445, pruned_loss=0.04284, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2653, pruned_loss=0.04963, over 1767564.58 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05969, over 12907.70 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2882, pruned_loss=0.05792, over 312606.99 frames. utt_duration=1219 frames, utt_pad_proportion=0.07061, over 1026.84 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2638, pruned_loss=0.04912, over 1665555.78 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05935, over 12903.43 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:23:49,403 INFO [train.py:927] (7/8) Epoch 10, batch 300, giga_loss[loss=0.1698, simple_loss=0.2474, pruned_loss=0.04611, over 12368.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.263, pruned_loss=0.04919, over 1923828.47 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06572, over 14558.77 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2901, pruned_loss=0.0585, over 386789.74 frames. utt_duration=1145 frames, utt_pad_proportion=0.08894, over 1352.76 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2604, pruned_loss=0.04832, over 1822262.79 frames. utt_duration=498 frames, utt_pad_proportion=0.06396, over 14679.47 utterances.], batch size: 97, lr: 3.75e-04
2022-08-26 17:25:29,359 INFO [train.py:927] (7/8) Epoch 10, batch 350, giga_loss[loss=0.1674, simple_loss=0.2472, pruned_loss=0.0438, over 12381.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02945, over 85.00 utterances.], tot_loss[loss=0.1782, simple_loss=0.2604, pruned_loss=0.04803, over 2045992.05 frames. utt_duration=542.3 frames, utt_pad_proportion=0.0619, over 15132.48 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2933, pruned_loss=0.0593, over 407392.07 frames. utt_duration=1122 frames, utt_pad_proportion=0.08973, over 1453.95 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2575, pruned_loss=0.04708, over 1962039.15 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06036, over 15259.57 utterances.], batch size: 85, lr: 3.75e-04
2022-08-26 17:27:11,502 INFO [train.py:927] (7/8) Epoch 10, batch 400, giga_loss[loss=0.1696, simple_loss=0.2405, pruned_loss=0.04937, over 12340.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.1755, simple_loss=0.2574, pruned_loss=0.04685, over 2141064.14 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07367, over 16880.48 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.0594, over 438257.62 frames. utt_duration=1071 frames, utt_pad_proportion=0.1081, over 1638.63 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2542, pruned_loss=0.04587, over 2069664.37 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07049, over 17005.48 utterances.], batch size: 360, lr: 3.75e-04
2022-08-26 17:28:53,150 INFO [train.py:927] (7/8) Epoch 10, batch 450, giga_loss[loss=0.1601, simple_loss=0.2393, pruned_loss=0.04049, over 12439.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04388, over 134.00 utterances.], tot_loss[loss=0.1716, simple_loss=0.2531, pruned_loss=0.04503, over 2214914.12 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06897, over 16806.80 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05809, over 488462.32 frames. utt_duration=1106 frames, utt_pad_proportion=0.09912, over 1769.29 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.2501, pruned_loss=0.04415, over 2151517.32 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06703, over 17128.73 utterances.], batch size: 134, lr: 3.75e-04
2022-08-26 17:30:34,714 INFO [train.py:927] (7/8) Epoch 10, batch 500, giga_loss[loss=0.1994, simple_loss=0.2912, pruned_loss=0.05382, over 12378.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2612, pruned_loss=0.04879, over 2272481.85 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06577, over 17355.03 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05754, over 527642.44 frames. utt_duration=1096 frames, utt_pad_proportion=0.09763, over 1927.69 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.2585, pruned_loss=0.0481, over 2218268.15 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06419, over 17744.76 utterances.], batch size: 66, lr: 3.75e-04
2022-08-26 17:32:17,184 INFO [train.py:927] (7/8) Epoch 10, batch 550, libri_loss[loss=0.2047, simple_loss=0.2887, pruned_loss=0.06037, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006972, over 34.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2723, pruned_loss=0.05357, over 2318000.27 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06564, over 17042.97 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05694, over 604072.81 frames. utt_duration=1127 frames, utt_pad_proportion=0.08707, over 2147.42 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2697, pruned_loss=0.05303, over 2267750.64 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06502, over 17702.61 utterances.], batch size: 34, lr: 3.75e-04
2022-08-26 17:33:59,246 INFO [train.py:927] (7/8) Epoch 10, batch 600, giga_loss[loss=0.2062, simple_loss=0.305, pruned_loss=0.05366, over 12431.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2797, pruned_loss=0.05622, over 2352088.46 frames. utt_duration=521 frames, utt_pad_proportion=0.06969, over 18111.03 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2917, pruned_loss=0.05721, over 631885.55 frames. utt_duration=1135 frames, utt_pad_proportion=0.08328, over 2229.79 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2774, pruned_loss=0.05576, over 2310643.67 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06946, over 18782.90 utterances.], batch size: 146, lr: 3.75e-04
2022-08-26 17:35:37,493 INFO [train.py:927] (7/8) Epoch 10, batch 650, giga_loss[loss=0.2263, simple_loss=0.309, pruned_loss=0.07176, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03291, over 85.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2836, pruned_loss=0.0571, over 2379299.86 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06776, over 18197.79 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.0576, over 659452.01 frames. utt_duration=1102 frames, utt_pad_proportion=0.09384, over 2396.19 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2813, pruned_loss=0.05664, over 2345050.44 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06646, over 18794.11 utterances.], batch size: 85, lr: 3.75e-04
2022-08-26 17:37:16,276 INFO [train.py:927] (7/8) Epoch 10, batch 700, giga_loss[loss=0.2264, simple_loss=0.3136, pruned_loss=0.06953, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2879, pruned_loss=0.05957, over 2400785.62 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06507, over 17645.75 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05815, over 704025.62 frames. utt_duration=1119 frames, utt_pad_proportion=0.08874, over 2519.90 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2859, pruned_loss=0.05912, over 2371890.30 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06448, over 18350.94 utterances.], batch size: 75, lr: 3.75e-04
2022-08-26 17:39:03,911 INFO [train.py:927] (7/8) Epoch 10, batch 750, giga_loss[loss=0.2466, simple_loss=0.328, pruned_loss=0.08257, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2936, pruned_loss=0.0622, over 2416841.18 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06587, over 17826.87 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05863, over 756471.19 frames. utt_duration=1145 frames, utt_pad_proportion=0.08324, over 2645.83 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06179, over 2391917.09 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06581, over 18676.22 utterances.], batch size: 45, lr: 3.75e-04
2022-08-26 17:40:45,755 INFO [train.py:927] (7/8) Epoch 10, batch 800, giga_loss[loss=0.2221, simple_loss=0.3005, pruned_loss=0.07185, over 12377.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07083, over 211.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06312, over 2428537.66 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06654, over 17922.73 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05883, over 764830.83 frames. utt_duration=1148 frames, utt_pad_proportion=0.08222, over 2667.60 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06277, over 2409021.78 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06657, over 18636.35 utterances.], batch size: 211, lr: 3.75e-04
2022-08-26 17:42:26,571 INFO [train.py:927] (7/8) Epoch 10, batch 850, giga_loss[loss=0.2054, simple_loss=0.2955, pruned_loss=0.05768, over 12452.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02748, over 55.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2973, pruned_loss=0.06216, over 2438333.76 frames. utt_duration=550 frames, utt_pad_proportion=0.06542, over 17780.04 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05884, over 781659.93 frames. utt_duration=1157 frames, utt_pad_proportion=0.08038, over 2706.82 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06192, over 2422827.40 frames. utt_duration=527 frames, utt_pad_proportion=0.06568, over 18443.13 utterances.], batch size: 55, lr: 3.75e-04
2022-08-26 17:44:08,725 INFO [train.py:927] (7/8) Epoch 10, batch 900, giga_loss[loss=0.2272, simple_loss=0.3062, pruned_loss=0.07413, over 12445.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03026, over 55.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2967, pruned_loss=0.06158, over 2445223.48 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06237, over 17034.97 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2916, pruned_loss=0.05822, over 831361.26 frames. utt_duration=1181 frames, utt_pad_proportion=0.07544, over 2819.04 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2966, pruned_loss=0.06165, over 2432304.82 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06322, over 17850.07 utterances.], batch size: 55, lr: 3.75e-04
2022-08-26 17:45:52,731 INFO [train.py:927] (7/8) Epoch 10, batch 950, giga_loss[loss=0.2082, simple_loss=0.2861, pruned_loss=0.06512, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03343, over 42.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2988, pruned_loss=0.06456, over 2451707.74 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06244, over 17086.73 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2904, pruned_loss=0.05771, over 847694.36 frames. utt_duration=1192 frames, utt_pad_proportion=0.0741, over 2848.78 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2992, pruned_loss=0.06483, over 2441362.99 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06324, over 17824.74 utterances.], batch size: 42, lr: 3.75e-04
2022-08-26 17:47:32,494 INFO [train.py:927] (7/8) Epoch 10, batch 1000, giga_loss[loss=0.208, simple_loss=0.2896, pruned_loss=0.06317, over 12365.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2981, pruned_loss=0.06467, over 2456310.39 frames. utt_duration=584 frames, utt_pad_proportion=0.0604, over 16866.74 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2898, pruned_loss=0.05711, over 895902.73 frames. utt_duration=1208 frames, utt_pad_proportion=0.06986, over 2970.70 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2989, pruned_loss=0.06528, over 2447449.05 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06164, over 17729.93 utterances.], batch size: 122, lr: 3.75e-04
2022-08-26 17:49:11,414 INFO [train.py:927] (7/8) Epoch 10, batch 1050, libri_loss[loss=0.2538, simple_loss=0.3276, pruned_loss=0.09001, over 12461.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01389, over 40.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2976, pruned_loss=0.06493, over 2459447.72 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05592, over 16093.36 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05735, over 957289.01 frames. utt_duration=1219 frames, utt_pad_proportion=0.0665, over 3144.42 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06559, over 2452265.51 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05755, over 17116.80 utterances.], batch size: 40, lr: 3.75e-04
2022-08-26 17:50:53,549 INFO [train.py:927] (7/8) Epoch 10, batch 1100, giga_loss[loss=0.1949, simple_loss=0.292, pruned_loss=0.04887, over 12458.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03059, over 75.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.297, pruned_loss=0.06467, over 2462006.67 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05691, over 16370.01 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05767, over 1023639.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06408, over 3352.14 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2978, pruned_loss=0.0654, over 2456129.10 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05837, over 17538.36 utterances.], batch size: 75, lr: 3.75e-04
2022-08-26 17:52:34,933 INFO [train.py:927] (7/8) Epoch 10, batch 1150, libri_loss[loss=0.2188, simple_loss=0.301, pruned_loss=0.06832, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006836, over 37.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2935, pruned_loss=0.06323, over 2465473.24 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05763, over 16899.34 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2898, pruned_loss=0.05765, over 1059546.96 frames. utt_duration=1235 frames, utt_pad_proportion=0.06134, over 3436.52 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2945, pruned_loss=0.06396, over 2460542.64 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05914, over 18070.50 utterances.], batch size: 37, lr: 3.75e-04
2022-08-26 17:54:14,020 INFO [train.py:927] (7/8) Epoch 10, batch 1200, libri_loss[loss=0.1741, simple_loss=0.2647, pruned_loss=0.04175, over 12355.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005208, over 33.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2907, pruned_loss=0.06221, over 2467504.48 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05869, over 17694.20 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05722, over 1114795.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.05738, over 3580.37 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2916, pruned_loss=0.06318, over 2463577.28 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06047, over 19030.80 utterances.], batch size: 33, lr: 3.74e-04
2022-08-26 17:55:56,599 INFO [train.py:927] (7/8) Epoch 10, batch 1250, giga_loss[loss=0.1944, simple_loss=0.2823, pruned_loss=0.05327, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2905, pruned_loss=0.06197, over 2468377.30 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06107, over 17495.10 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.289, pruned_loss=0.05698, over 1141297.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05555, over 3639.29 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2915, pruned_loss=0.06294, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 17:57:38,778 INFO [train.py:927] (7/8) Epoch 10, batch 1300, giga_loss[loss=0.2167, simple_loss=0.2869, pruned_loss=0.07322, over 12376.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07008, over 211.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2872, pruned_loss=0.06062, over 2468963.65 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05656, over 16921.08 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2885, pruned_loss=0.05665, over 1161068.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.05432, over 3679.52 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2882, pruned_loss=0.06158, over 2466821.55 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05843, over 18072.25 utterances.], batch size: 211, lr: 3.74e-04
2022-08-26 17:59:18,894 INFO [train.py:927] (7/8) Epoch 10, batch 1350, giga_loss[loss=0.184, simple_loss=0.2654, pruned_loss=0.0513, over 12336.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0295, over 66.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2849, pruned_loss=0.06024, over 2470364.74 frames. utt_duration=583 frames, utt_pad_proportion=0.05825, over 16993.48 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05636, over 1174094.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.05376, over 3700.66 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2855, pruned_loss=0.06114, over 2468704.36 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05973, over 17993.64 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:01:01,848 INFO [train.py:927] (7/8) Epoch 10, batch 1400, giga_loss[loss=0.2005, simple_loss=0.2825, pruned_loss=0.05923, over 12428.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.0487, over 161.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2827, pruned_loss=0.05893, over 2471134.81 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05414, over 16454.82 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05681, over 1206081.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.05343, over 3809.10 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2822, pruned_loss=0.05951, over 2469906.80 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05565, over 17447.86 utterances.], batch size: 161, lr: 3.74e-04
2022-08-26 18:02:42,675 INFO [train.py:927] (7/8) Epoch 10, batch 1450, giga_loss[loss=0.1692, simple_loss=0.2541, pruned_loss=0.04221, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2793, pruned_loss=0.05745, over 2471367.49 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05133, over 15915.19 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.0564, over 1249554.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05096, over 3917.39 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2789, pruned_loss=0.05813, over 2470495.48 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05324, over 17000.47 utterances.], batch size: 58, lr: 3.74e-04
2022-08-26 18:04:25,853 INFO [train.py:927] (7/8) Epoch 10, batch 1500, giga_loss[loss=0.1743, simple_loss=0.2527, pruned_loss=0.04799, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02282, over 45.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2773, pruned_loss=0.05723, over 2470954.84 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05125, over 15373.15 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05648, over 1285777.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04881, over 3998.80 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2769, pruned_loss=0.05778, over 2470212.50 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05332, over 16488.68 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:06:06,959 INFO [train.py:927] (7/8) Epoch 10, batch 1550, giga_loss[loss=0.1974, simple_loss=0.2811, pruned_loss=0.05684, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02759, over 66.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2774, pruned_loss=0.05763, over 2472185.47 frames. utt_duration=658.8 frames, utt_pad_proportion=0.04841, over 15044.78 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2892, pruned_loss=0.05646, over 1309392.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04745, over 4050.46 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.277, pruned_loss=0.05809, over 2471513.19 frames. utt_duration=616.2 frames, utt_pad_proportion=0.05059, over 16082.87 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:07:48,251 INFO [train.py:927] (7/8) Epoch 10, batch 1600, giga_loss[loss=0.2535, simple_loss=0.324, pruned_loss=0.09151, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03405, over 105.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2831, pruned_loss=0.06131, over 2472167.47 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05454, over 15908.79 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2893, pruned_loss=0.05682, over 1332301.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04634, over 4103.04 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2826, pruned_loss=0.06153, over 2471793.23 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05613, over 16884.17 utterances.], batch size: 105, lr: 3.74e-04
2022-08-26 18:09:31,031 INFO [train.py:927] (7/8) Epoch 10, batch 1650, giga_loss[loss=0.229, simple_loss=0.3102, pruned_loss=0.0739, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07516, over 212.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06315, over 2472680.21 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05824, over 16782.73 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2893, pruned_loss=0.05644, over 1360293.53 frames. utt_duration=1309 frames, utt_pad_proportion=0.04509, over 4160.81 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2878, pruned_loss=0.06364, over 2472589.42 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05964, over 17780.04 utterances.], batch size: 212, lr: 3.74e-04
2022-08-26 18:11:13,862 INFO [train.py:927] (7/8) Epoch 10, batch 1700, giga_loss[loss=0.2374, simple_loss=0.3255, pruned_loss=0.07467, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.295, pruned_loss=0.06588, over 2472507.87 frames. utt_duration=575.4 frames, utt_pad_proportion=0.0595, over 17233.29 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2894, pruned_loss=0.05645, over 1382244.54 frames. utt_duration=1307 frames, utt_pad_proportion=0.04559, over 4236.73 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2947, pruned_loss=0.06641, over 2472556.21 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06054, over 18187.95 utterances.], batch size: 91, lr: 3.74e-04
2022-08-26 18:12:53,995 INFO [train.py:927] (7/8) Epoch 10, batch 1750, giga_loss[loss=0.2057, simple_loss=0.295, pruned_loss=0.0582, over 12367.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2966, pruned_loss=0.06595, over 2472171.97 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06439, over 17626.83 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05633, over 1403561.15 frames. utt_duration=1315 frames, utt_pad_proportion=0.04451, over 4273.70 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2968, pruned_loss=0.06663, over 2472519.00 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06533, over 18603.37 utterances.], batch size: 62, lr: 3.74e-04
2022-08-26 18:14:36,807 INFO [train.py:927] (7/8) Epoch 10, batch 1800, giga_loss[loss=0.189, simple_loss=0.2781, pruned_loss=0.04991, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2962, pruned_loss=0.06476, over 2472569.74 frames. utt_duration=523.7 frames, utt_pad_proportion=0.07657, over 18939.67 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05633, over 1403561.15 frames. utt_duration=1315 frames, utt_pad_proportion=0.04451, over 4273.70 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2964, pruned_loss=0.06529, over 2472839.84 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07679, over 19699.73 utterances.], batch size: 123, lr: 3.74e-04
2022-08-26 18:16:20,329 INFO [train.py:927] (7/8) Epoch 10, batch 1850, giga_loss[loss=0.1785, simple_loss=0.2713, pruned_loss=0.04288, over 12353.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04522, over 26.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2974, pruned_loss=0.0654, over 2472465.82 frames. utt_duration=527.4 frames, utt_pad_proportion=0.07652, over 18804.14 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2893, pruned_loss=0.05679, over 1424660.35 frames. utt_duration=1316 frames, utt_pad_proportion=0.0433, over 4333.76 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2974, pruned_loss=0.06573, over 2472789.19 frames. utt_duration=506 frames, utt_pad_proportion=0.07711, over 19604.47 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 18:18:01,232 INFO [train.py:927] (7/8) Epoch 10, batch 1900, giga_loss[loss=0.2531, simple_loss=0.3314, pruned_loss=0.08743, over 12368.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06676, over 210.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2998, pruned_loss=0.06694, over 2473579.72 frames. utt_duration=534.9 frames, utt_pad_proportion=0.07308, over 18549.60 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2897, pruned_loss=0.05675, over 1440557.58 frames. utt_duration=1318 frames, utt_pad_proportion=0.04248, over 4377.55 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06734, over 2473614.60 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07403, over 19334.47 utterances.], batch size: 210, lr: 3.74e-04
2022-08-26 18:19:42,989 INFO [train.py:927] (7/8) Epoch 10, batch 1950, giga_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07375, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3014, pruned_loss=0.06825, over 2474101.22 frames. utt_duration=528.6 frames, utt_pad_proportion=0.07085, over 18775.69 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.29, pruned_loss=0.05682, over 1486072.17 frames. utt_duration=1322 frames, utt_pad_proportion=0.04059, over 4500.00 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3015, pruned_loss=0.06897, over 2474192.64 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07251, over 19871.92 utterances.], batch size: 80, lr: 3.74e-04
2022-08-26 18:21:25,245 INFO [train.py:927] (7/8) Epoch 10, batch 2000, giga_loss[loss=0.2259, simple_loss=0.3164, pruned_loss=0.06775, over 12412.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05521, over 162.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06851, over 2473265.44 frames. utt_duration=542 frames, utt_pad_proportion=0.0688, over 18301.65 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2906, pruned_loss=0.057, over 1515056.49 frames. utt_duration=1320 frames, utt_pad_proportion=0.03929, over 4594.73 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.06929, over 2473599.79 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07081, over 19466.66 utterances.], batch size: 162, lr: 3.74e-04
2022-08-26 18:23:05,037 INFO [train.py:927] (7/8) Epoch 10, batch 2050, giga_loss[loss=0.2228, simple_loss=0.3065, pruned_loss=0.0696, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03063, over 58.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3032, pruned_loss=0.0684, over 2472993.40 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06676, over 17977.45 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05695, over 1524615.16 frames. utt_duration=1315 frames, utt_pad_proportion=0.04025, over 4642.58 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3035, pruned_loss=0.06915, over 2473248.18 frames. utt_duration=523 frames, utt_pad_proportion=0.06843, over 18971.45 utterances.], batch size: 58, lr: 3.74e-04
2022-08-26 18:24:45,130 INFO [train.py:927] (7/8) Epoch 10, batch 2100, giga_loss[loss=0.1898, simple_loss=0.2755, pruned_loss=0.052, over 12452.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3031, pruned_loss=0.0684, over 2473148.05 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06439, over 17202.76 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.05692, over 1534171.87 frames. utt_duration=1307 frames, utt_pad_proportion=0.04098, over 4699.07 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.0691, over 2473272.31 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06583, over 18044.73 utterances.], batch size: 75, lr: 3.74e-04
2022-08-26 18:26:26,793 INFO [train.py:927] (7/8) Epoch 10, batch 2150, libri_loss[loss=0.2315, simple_loss=0.321, pruned_loss=0.07096, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005623, over 35.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.303, pruned_loss=0.06821, over 2473508.94 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06177, over 16390.10 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05691, over 1571119.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.04736, over 4870.62 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3033, pruned_loss=0.06918, over 2473550.47 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06205, over 17350.02 utterances.], batch size: 35, lr: 3.74e-04
2022-08-26 18:28:09,645 INFO [train.py:927] (7/8) Epoch 10, batch 2200, giga_loss[loss=0.2558, simple_loss=0.3372, pruned_loss=0.08719, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04575, over 34.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.302, pruned_loss=0.06791, over 2472622.85 frames. utt_duration=630.7 frames, utt_pad_proportion=0.06165, over 15719.80 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2902, pruned_loss=0.05661, over 1611333.15 frames. utt_duration=1304 frames, utt_pad_proportion=0.04497, over 4948.98 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.0693, over 2472259.81 frames. utt_duration=588 frames, utt_pad_proportion=0.0627, over 16859.76 utterances.], batch size: 34, lr: 3.74e-04
2022-08-26 18:29:49,318 INFO [train.py:927] (7/8) Epoch 10, batch 2250, giga_loss[loss=0.2152, simple_loss=0.2998, pruned_loss=0.06528, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03865, over 123.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3018, pruned_loss=0.06736, over 2473020.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.06117, over 15999.11 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05667, over 1645223.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.04461, over 5067.68 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06886, over 2472705.44 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06237, over 17207.92 utterances.], batch size: 123, lr: 3.74e-04
2022-08-26 18:31:34,434 INFO [train.py:927] (7/8) Epoch 10, batch 2300, giga_loss[loss=0.2271, simple_loss=0.3044, pruned_loss=0.07495, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04344, over 146.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06799, over 2473291.03 frames. utt_duration=629.6 frames, utt_pad_proportion=0.05781, over 15751.77 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05669, over 1649441.54 frames. utt_duration=1300 frames, utt_pad_proportion=0.04438, over 5082.34 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3033, pruned_loss=0.0692, over 2472982.95 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05906, over 16728.83 utterances.], batch size: 146, lr: 3.74e-04
2022-08-26 18:33:15,083 INFO [train.py:927] (7/8) Epoch 10, batch 2350, giga_loss[loss=0.2119, simple_loss=0.3004, pruned_loss=0.06174, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02939, over 45.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3003, pruned_loss=0.06737, over 2472834.61 frames. utt_duration=608.1 frames, utt_pad_proportion=0.06114, over 16305.49 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2914, pruned_loss=0.05725, over 1669910.85 frames. utt_duration=1280 frames, utt_pad_proportion=0.04899, over 5225.61 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3008, pruned_loss=0.06822, over 2472518.36 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06078, over 17196.58 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:34:57,589 INFO [train.py:927] (7/8) Epoch 10, batch 2400, giga_loss[loss=0.2058, simple_loss=0.2861, pruned_loss=0.06276, over 12375.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02766, over 91.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2979, pruned_loss=0.06667, over 2473321.53 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06399, over 16250.62 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05723, over 1677967.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.04847, over 5245.28 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2985, pruned_loss=0.06744, over 2473032.14 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06377, over 17032.81 utterances.], batch size: 91, lr: 3.74e-04
2022-08-26 18:36:39,864 INFO [train.py:927] (7/8) Epoch 10, batch 2450, giga_loss[loss=0.1887, simple_loss=0.2777, pruned_loss=0.04988, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2945, pruned_loss=0.06513, over 2472267.75 frames. utt_duration=622.4 frames, utt_pad_proportion=0.06031, over 15927.73 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05705, over 1697482.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.04783, over 5301.77 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.295, pruned_loss=0.06604, over 2472173.93 frames. utt_duration=592.3 frames, utt_pad_proportion=0.0606, over 16738.58 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 18:38:18,362 INFO [train.py:927] (7/8) Epoch 10, batch 2500, giga_loss[loss=0.22, simple_loss=0.3049, pruned_loss=0.0675, over 12436.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2914, pruned_loss=0.0639, over 2472901.82 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05598, over 15505.06 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05725, over 1708994.51 frames. utt_duration=1282 frames, utt_pad_proportion=0.04711, over 5337.02 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2915, pruned_loss=0.06461, over 2472899.45 frames. utt_duration=610 frames, utt_pad_proportion=0.05668, over 16256.00 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 18:40:02,680 INFO [train.py:927] (7/8) Epoch 10, batch 2550, giga_loss[loss=0.2169, simple_loss=0.2973, pruned_loss=0.0683, over 12430.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.291, pruned_loss=0.06302, over 2473091.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05492, over 15979.78 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.0572, over 1731706.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04608, over 5406.21 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.291, pruned_loss=0.06378, over 2473014.52 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0559, over 16801.47 utterances.], batch size: 146, lr: 3.73e-04
2022-08-26 18:41:43,595 INFO [train.py:927] (7/8) Epoch 10, batch 2600, giga_loss[loss=0.1606, simple_loss=0.2501, pruned_loss=0.0355, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0358, over 40.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2922, pruned_loss=0.06299, over 2474036.06 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05313, over 16478.22 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05688, over 1750237.15 frames. utt_duration=1290 frames, utt_pad_proportion=0.0449, over 5433.77 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2926, pruned_loss=0.06394, over 2473830.57 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05436, over 17358.48 utterances.], batch size: 40, lr: 3.73e-04
2022-08-26 18:43:24,880 INFO [train.py:927] (7/8) Epoch 10, batch 2650, giga_loss[loss=0.2088, simple_loss=0.2973, pruned_loss=0.06019, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03302, over 105.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2933, pruned_loss=0.06283, over 2474427.58 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05489, over 17323.14 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.0571, over 1774957.70 frames. utt_duration=1296 frames, utt_pad_proportion=0.04326, over 5483.79 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2937, pruned_loss=0.06365, over 2474511.06 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05635, over 18374.53 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 18:45:04,435 INFO [train.py:927] (7/8) Epoch 10, batch 2700, giga_loss[loss=0.218, simple_loss=0.302, pruned_loss=0.06706, over 12418.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03375, over 80.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2929, pruned_loss=0.06249, over 2474694.34 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05537, over 17689.29 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05699, over 1795597.16 frames. utt_duration=1296 frames, utt_pad_proportion=0.04318, over 5547.23 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2935, pruned_loss=0.06336, over 2474845.34 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05669, over 18809.72 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 18:46:47,984 INFO [train.py:927] (7/8) Epoch 10, batch 2750, giga_loss[loss=0.2181, simple_loss=0.2934, pruned_loss=0.07138, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03543, over 43.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06378, over 2475708.93 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05545, over 18476.92 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05753, over 1812496.69 frames. utt_duration=1294 frames, utt_pad_proportion=0.04255, over 5610.97 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2952, pruned_loss=0.06426, over 2475757.15 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05673, over 19602.70 utterances.], batch size: 43, lr: 3.73e-04
2022-08-26 18:48:27,812 INFO [train.py:927] (7/8) Epoch 10, batch 2800, giga_loss[loss=0.2535, simple_loss=0.3298, pruned_loss=0.08859, over 12375.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03234, over 122.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2975, pruned_loss=0.0649, over 2474886.72 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05614, over 18050.64 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2922, pruned_loss=0.05784, over 1834963.28 frames. utt_duration=1293 frames, utt_pad_proportion=0.04185, over 5683.37 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06529, over 2475278.80 frames. utt_duration=514.9 frames, utt_pad_proportion=0.05747, over 19284.45 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 18:50:08,729 INFO [train.py:927] (7/8) Epoch 10, batch 2850, giga_loss[loss=0.2147, simple_loss=0.2938, pruned_loss=0.06783, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06447, over 2474526.41 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05657, over 17293.82 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05791, over 1856620.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04044, over 5713.03 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2974, pruned_loss=0.06493, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 18:51:45,052 INFO [train.py:927] (7/8) Epoch 10, batch 2900, giga_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.0642, over 12363.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2981, pruned_loss=0.06465, over 2474589.73 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05705, over 17523.63 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05817, over 1871637.34 frames. utt_duration=1303 frames, utt_pad_proportion=0.03961, over 5751.85 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2981, pruned_loss=0.06501, over 2475390.98 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05867, over 18813.97 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 18:53:25,658 INFO [train.py:927] (7/8) Epoch 10, batch 2950, giga_loss[loss=0.1975, simple_loss=0.2864, pruned_loss=0.05434, over 12375.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06365, over 2473332.70 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05551, over 16616.44 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05825, over 1883176.43 frames. utt_duration=1307 frames, utt_pad_proportion=0.03885, over 5770.62 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2961, pruned_loss=0.06399, over 2474346.62 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05732, over 17827.06 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 18:55:05,968 INFO [train.py:927] (7/8) Epoch 10, batch 3000, giga_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05805, over 12388.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2928, pruned_loss=0.06226, over 2473352.11 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05237, over 16001.80 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2923, pruned_loss=0.05828, over 1894737.41 frames. utt_duration=1308 frames, utt_pad_proportion=0.03827, over 5800.85 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.293, pruned_loss=0.0626, over 2474311.21 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05436, over 17129.20 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 18:55:05,969 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 18:55:18,549 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1839, simple_loss=0.2907, pruned_loss=0.0385, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 18:56:58,121 INFO [train.py:927] (7/8) Epoch 10, batch 3050, giga_loss[loss=0.2671, simple_loss=0.3471, pruned_loss=0.09357, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06207, over 2473332.31 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05738, over 16789.63 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05852, over 1914149.84 frames. utt_duration=1298 frames, utt_pad_proportion=0.04301, over 5904.93 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2945, pruned_loss=0.0623, over 2474592.16 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05749, over 17936.34 utterances.], batch size: 212, lr: 3.73e-04
2022-08-26 18:58:38,117 INFO [train.py:927] (7/8) Epoch 10, batch 3100, giga_loss[loss=0.2137, simple_loss=0.289, pruned_loss=0.06916, over 12340.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0278, over 48.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2946, pruned_loss=0.06205, over 2473584.50 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05522, over 17039.31 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2923, pruned_loss=0.05846, over 1925053.91 frames. utt_duration=1294 frames, utt_pad_proportion=0.04334, over 5955.71 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2948, pruned_loss=0.06232, over 2474753.93 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05543, over 18088.88 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 19:00:16,658 INFO [train.py:927] (7/8) Epoch 10, batch 3150, giga_loss[loss=0.1925, simple_loss=0.2766, pruned_loss=0.05415, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2931, pruned_loss=0.06231, over 2473322.25 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05206, over 16432.08 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2927, pruned_loss=0.05858, over 1938253.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.04229, over 5980.61 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2931, pruned_loss=0.06253, over 2474614.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05283, over 17496.98 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 19:01:56,509 INFO [train.py:927] (7/8) Epoch 10, batch 3200, giga_loss[loss=0.1781, simple_loss=0.2666, pruned_loss=0.04484, over 12433.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2919, pruned_loss=0.06235, over 2473903.90 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05126, over 16752.01 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2926, pruned_loss=0.05854, over 1943390.92 frames. utt_duration=1300 frames, utt_pad_proportion=0.0419, over 5987.79 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2919, pruned_loss=0.06259, over 2475101.44 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05206, over 17679.62 utterances.], batch size: 55, lr: 3.73e-04
2022-08-26 19:03:35,812 INFO [train.py:927] (7/8) Epoch 10, batch 3250, giga_loss[loss=0.2203, simple_loss=0.2907, pruned_loss=0.075, over 12349.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2885, pruned_loss=0.06088, over 2473776.88 frames. utt_duration=607.9 frames, utt_pad_proportion=0.04861, over 16316.57 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2928, pruned_loss=0.05855, over 1954139.35 frames. utt_duration=1300 frames, utt_pad_proportion=0.04109, over 6017.81 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2883, pruned_loss=0.06112, over 2474535.77 frames. utt_duration=576.7 frames, utt_pad_proportion=0.0497, over 17207.80 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 19:05:15,805 INFO [train.py:927] (7/8) Epoch 10, batch 3300, giga_loss[loss=0.2254, simple_loss=0.2953, pruned_loss=0.0778, over 12345.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1912, over 363.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2858, pruned_loss=0.06002, over 2473979.94 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05242, over 16555.04 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2924, pruned_loss=0.05847, over 1966723.66 frames. utt_duration=1304 frames, utt_pad_proportion=0.04038, over 6040.94 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2859, pruned_loss=0.06033, over 2474873.42 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0534, over 17482.22 utterances.], batch size: 363, lr: 3.73e-04
2022-08-26 19:06:55,817 INFO [train.py:927] (7/8) Epoch 10, batch 3350, giga_loss[loss=0.2105, simple_loss=0.3018, pruned_loss=0.05958, over 12384.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2881, pruned_loss=0.06116, over 2474123.58 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05426, over 16709.92 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05875, over 1976558.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.04522, over 6137.78 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06124, over 2475045.94 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05367, over 17552.15 utterances.], batch size: 161, lr: 3.73e-04
2022-08-26 19:08:37,827 INFO [train.py:927] (7/8) Epoch 10, batch 3400, giga_loss[loss=0.2733, simple_loss=0.3458, pruned_loss=0.1004, over 12393.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2915, pruned_loss=0.06276, over 2473290.59 frames. utt_duration=591 frames, utt_pad_proportion=0.05748, over 16783.08 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05909, over 1984096.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.05062, over 6238.63 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2908, pruned_loss=0.06262, over 2473918.26 frames. utt_duration=567 frames, utt_pad_proportion=0.0553, over 17500.00 utterances.], batch size: 258, lr: 3.73e-04
2022-08-26 19:10:19,821 INFO [train.py:927] (7/8) Epoch 10, batch 3450, giga_loss[loss=0.2169, simple_loss=0.2993, pruned_loss=0.06724, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2953, pruned_loss=0.06466, over 2473599.44 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05485, over 16696.77 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05978, over 2003310.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.04998, over 6305.25 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2938, pruned_loss=0.06421, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 19:12:01,444 INFO [train.py:927] (7/8) Epoch 10, batch 3500, giga_loss[loss=0.2817, simple_loss=0.3464, pruned_loss=0.1084, over 12349.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3022, pruned_loss=0.07006, over 2473860.49 frames. utt_duration=550.9 frames, utt_pad_proportion=0.062, over 18011.22 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2947, pruned_loss=0.05972, over 2016810.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.04875, over 6331.72 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3011, pruned_loss=0.06994, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 85, lr: 3.73e-04
2022-08-26 19:13:44,038 INFO [train.py:927] (7/8) Epoch 10, batch 3550, giga_loss[loss=0.2801, simple_loss=0.3433, pruned_loss=0.1084, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06544, over 183.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3078, pruned_loss=0.07427, over 2474108.72 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07041, over 18915.93 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05975, over 2027841.58 frames. utt_duration=1279 frames, utt_pad_proportion=0.04768, over 6348.27 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3072, pruned_loss=0.07442, over 2475028.58 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06978, over 19954.94 utterances.], batch size: 183, lr: 3.73e-04
2022-08-26 19:15:26,535 INFO [train.py:927] (7/8) Epoch 10, batch 3600, giga_loss[loss=0.2454, simple_loss=0.3228, pruned_loss=0.08396, over 12341.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07955, over 2473806.45 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07155, over 19263.06 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2946, pruned_loss=0.05974, over 2029946.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.04746, over 6350.53 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07974, over 2474635.56 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07111, over 20128.48 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 19:17:07,810 INFO [train.py:927] (7/8) Epoch 10, batch 3650, giga_loss[loss=0.2204, simple_loss=0.2994, pruned_loss=0.07075, over 12337.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03392, over 58.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3191, pruned_loss=0.08274, over 2473646.72 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07177, over 20068.27 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2949, pruned_loss=0.05978, over 2034292.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.04703, over 6353.01 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3188, pruned_loss=0.08307, over 2474381.04 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07162, over 20870.87 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 19:18:53,647 INFO [train.py:927] (7/8) Epoch 10, batch 3700, giga_loss[loss=0.278, simple_loss=0.34, pruned_loss=0.1081, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3257, pruned_loss=0.08925, over 2473889.25 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07781, over 21720.41 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2948, pruned_loss=0.05987, over 2040697.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.04638, over 6357.69 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3259, pruned_loss=0.08982, over 2474613.27 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0778, over 22555.08 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 19:20:38,160 INFO [train.py:927] (7/8) Epoch 10, batch 3750, giga_loss[loss=0.2321, simple_loss=0.3049, pruned_loss=0.07971, over 12410.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02417, over 48.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.09066, over 2474028.19 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07652, over 21702.06 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05963, over 2051284.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.04547, over 6371.61 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3284, pruned_loss=0.09198, over 2474730.18 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07701, over 22700.14 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 19:22:18,959 INFO [train.py:927] (7/8) Epoch 10, batch 3800, giga_loss[loss=0.2621, simple_loss=0.3374, pruned_loss=0.09343, over 12358.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03407, over 122.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09057, over 2473624.38 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07719, over 21654.10 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.05997, over 2061585.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05039, over 6472.25 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3277, pruned_loss=0.09203, over 2474319.56 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07663, over 22684.81 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 19:24:02,437 INFO [train.py:927] (7/8) Epoch 10, batch 3850, giga_loss[loss=0.265, simple_loss=0.3456, pruned_loss=0.09221, over 12356.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03202, over 58.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3285, pruned_loss=0.09146, over 2473851.78 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07965, over 22697.24 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2952, pruned_loss=0.05987, over 2069679.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.04944, over 6482.73 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3299, pruned_loss=0.09323, over 2474498.10 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07948, over 23779.08 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 19:25:47,096 INFO [train.py:927] (7/8) Epoch 10, batch 3900, giga_loss[loss=0.212, simple_loss=0.3025, pruned_loss=0.06079, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3293, pruned_loss=0.09176, over 2474372.23 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08336, over 23440.41 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2956, pruned_loss=0.05996, over 2077915.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.04856, over 6495.95 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3307, pruned_loss=0.09366, over 2474703.55 frames. utt_duration=404.3 frames, utt_pad_proportion=0.08344, over 24572.80 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 19:27:29,046 INFO [train.py:927] (7/8) Epoch 10, batch 3950, giga_loss[loss=0.2309, simple_loss=0.3113, pruned_loss=0.07523, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04025, over 113.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3288, pruned_loss=0.08957, over 2474460.21 frames. utt_duration=416.8 frames, utt_pad_proportion=0.08368, over 23832.85 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2971, pruned_loss=0.06025, over 2085398.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.04815, over 6509.88 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3294, pruned_loss=0.09139, over 2475060.75 frames. utt_duration=397.2 frames, utt_pad_proportion=0.084, over 25014.54 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 19:29:08,495 INFO [train.py:927] (7/8) Epoch 10, batch 4000, giga_loss[loss=0.2078, simple_loss=0.295, pruned_loss=0.06029, over 12421.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3241, pruned_loss=0.08564, over 2475166.50 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07984, over 22501.75 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05981, over 2100881.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04789, over 6547.55 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3261, pruned_loss=0.0884, over 2475523.36 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08073, over 24008.26 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 19:30:46,432 INFO [train.py:927] (7/8) Epoch 10, batch 4050, giga_loss[loss=0.2593, simple_loss=0.3278, pruned_loss=0.09535, over 12392.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.322, pruned_loss=0.08433, over 2474883.61 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07791, over 21940.55 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.05962, over 2106148.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.04731, over 6543.33 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3244, pruned_loss=0.087, over 2475452.25 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07902, over 23344.96 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 19:32:38,904 INFO [train.py:927] (7/8) Epoch 10, batch 4100, libri_loss[loss=0.1704, simple_loss=0.2496, pruned_loss=0.04558, over 12198.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01045, over 29.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3198, pruned_loss=0.0824, over 2474433.31 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07677, over 21455.24 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05952, over 2118037.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.04595, over 6541.40 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.323, pruned_loss=0.08541, over 2475652.94 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07839, over 23082.68 utterances.], batch size: 29, lr: 3.72e-04
2022-08-26 19:34:22,029 INFO [train.py:927] (7/8) Epoch 10, batch 4150, giga_loss[loss=0.2561, simple_loss=0.3452, pruned_loss=0.08347, over 12336.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03079, over 91.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3209, pruned_loss=0.08126, over 2474749.35 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07528, over 21219.29 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2956, pruned_loss=0.0597, over 2128669.80 frames. utt_duration=1295 frames, utt_pad_proportion=0.04527, over 6580.91 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3239, pruned_loss=0.08411, over 2475668.40 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07713, over 22885.90 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 19:36:07,564 INFO [train.py:927] (7/8) Epoch 10, batch 4200, giga_loss[loss=0.2283, simple_loss=0.3119, pruned_loss=0.07234, over 12152.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.321, pruned_loss=0.08127, over 2474542.47 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07304, over 21148.86 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2954, pruned_loss=0.05952, over 2137161.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04451, over 6589.20 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3241, pruned_loss=0.08415, over 2475344.85 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07506, over 22790.88 utterances.], batch size: 33, lr: 3.72e-04
2022-08-26 19:37:50,650 INFO [train.py:927] (7/8) Epoch 10, batch 4250, giga_loss[loss=0.2174, simple_loss=0.2906, pruned_loss=0.07213, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02846, over 45.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.08193, over 2474914.61 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07242, over 21601.83 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.05951, over 2140423.83 frames. utt_duration=1298 frames, utt_pad_proportion=0.04453, over 6605.32 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3228, pruned_loss=0.0844, over 2475643.90 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07409, over 23003.39 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 19:39:37,036 INFO [train.py:927] (7/8) Epoch 10, batch 4300, libri_loss[loss=0.1837, simple_loss=0.2679, pruned_loss=0.04974, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008552, over 30.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3176, pruned_loss=0.08057, over 2474252.86 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07672, over 21438.60 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05918, over 2146410.17 frames. utt_duration=1304 frames, utt_pad_proportion=0.04395, over 6592.33 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3207, pruned_loss=0.08316, over 2475413.27 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07813, over 22830.13 utterances.], batch size: 30, lr: 3.72e-04
2022-08-26 19:41:21,630 INFO [train.py:927] (7/8) Epoch 10, batch 4350, giga_loss[loss=0.2592, simple_loss=0.3474, pruned_loss=0.08552, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.318, pruned_loss=0.08028, over 2473651.35 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07756, over 21274.92 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05964, over 2154652.95 frames. utt_duration=1288 frames, utt_pad_proportion=0.04863, over 6697.73 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3206, pruned_loss=0.08245, over 2474467.84 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07784, over 22607.75 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 19:43:05,275 INFO [train.py:927] (7/8) Epoch 10, batch 4400, giga_loss[loss=0.2573, simple_loss=0.3307, pruned_loss=0.09197, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08055, over 2474440.44 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07748, over 21611.58 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05956, over 2163966.03 frames. utt_duration=1293 frames, utt_pad_proportion=0.04741, over 6702.79 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3203, pruned_loss=0.08291, over 2475215.17 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07824, over 23060.11 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 19:44:50,050 INFO [train.py:927] (7/8) Epoch 10, batch 4450, giga_loss[loss=0.2335, simple_loss=0.3169, pruned_loss=0.07508, over 12454.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04327, over 114.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3176, pruned_loss=0.08063, over 2475195.06 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07362, over 21486.90 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05959, over 2170013.63 frames. utt_duration=1290 frames, utt_pad_proportion=0.04766, over 6737.70 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3196, pruned_loss=0.08284, over 2475915.88 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07454, over 22861.38 utterances.], batch size: 114, lr: 3.72e-04
2022-08-26 19:46:32,591 INFO [train.py:927] (7/8) Epoch 10, batch 4500, giga_loss[loss=0.2276, simple_loss=0.3027, pruned_loss=0.07623, over 12461.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03355, over 86.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.07996, over 2475057.13 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07417, over 21131.97 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2958, pruned_loss=0.05969, over 2180368.25 frames. utt_duration=1294 frames, utt_pad_proportion=0.04624, over 6745.82 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3172, pruned_loss=0.0823, over 2475781.70 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07551, over 22676.62 utterances.], batch size: 86, lr: 3.72e-04
2022-08-26 19:48:16,525 INFO [train.py:927] (7/8) Epoch 10, batch 4550, giga_loss[loss=0.2645, simple_loss=0.3254, pruned_loss=0.1019, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03586, over 123.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07943, over 2474931.82 frames. utt_duration=477 frames, utt_pad_proportion=0.07693, over 20816.20 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05942, over 2191565.45 frames. utt_duration=1302 frames, utt_pad_proportion=0.04485, over 6742.14 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3168, pruned_loss=0.08231, over 2475883.37 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07859, over 22602.09 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 19:49:57,655 INFO [train.py:927] (7/8) Epoch 10, batch 4600, giga_loss[loss=0.2238, simple_loss=0.3062, pruned_loss=0.07069, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03222, over 104.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.314, pruned_loss=0.07983, over 2474586.27 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08139, over 21264.15 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05944, over 2192921.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.04464, over 6743.43 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3166, pruned_loss=0.08214, over 2475378.48 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08249, over 22716.69 utterances.], batch size: 104, lr: 3.72e-04
2022-08-26 19:51:42,575 INFO [train.py:927] (7/8) Epoch 10, batch 4650, giga_loss[loss=0.2267, simple_loss=0.3161, pruned_loss=0.06863, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03601, over 105.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07866, over 2474646.56 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07588, over 20516.85 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2953, pruned_loss=0.05967, over 2202767.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04344, over 6758.37 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3161, pruned_loss=0.08096, over 2475137.65 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07781, over 22115.34 utterances.], batch size: 105, lr: 3.72e-04
2022-08-26 19:53:25,262 INFO [train.py:927] (7/8) Epoch 10, batch 4700, giga_loss[loss=0.2352, simple_loss=0.3223, pruned_loss=0.07408, over 12453.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.02854, over 55.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07999, over 2474083.97 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07761, over 20232.27 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06022, over 2212950.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.04683, over 6848.46 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08208, over 2474916.13 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07857, over 21933.09 utterances.], batch size: 55, lr: 3.72e-04
2022-08-26 19:55:11,483 INFO [train.py:927] (7/8) Epoch 10, batch 4750, giga_loss[loss=0.2436, simple_loss=0.3144, pruned_loss=0.08635, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3142, pruned_loss=0.08036, over 2473814.74 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07119, over 19698.58 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05984, over 2224180.94 frames. utt_duration=1302 frames, utt_pad_proportion=0.04518, over 6840.21 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3174, pruned_loss=0.08319, over 2474780.24 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07331, over 21620.72 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 19:56:53,220 INFO [train.py:927] (7/8) Epoch 10, batch 4800, giga_loss[loss=0.2301, simple_loss=0.3079, pruned_loss=0.07618, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07956, over 2473910.79 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06789, over 19562.26 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2946, pruned_loss=0.0596, over 2227715.62 frames. utt_duration=1307 frames, utt_pad_proportion=0.04471, over 6826.65 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.316, pruned_loss=0.08224, over 2474844.36 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07005, over 21250.67 utterances.], batch size: 161, lr: 3.72e-04
2022-08-26 19:58:33,861 INFO [train.py:927] (7/8) Epoch 10, batch 4850, giga_loss[loss=0.2111, simple_loss=0.2918, pruned_loss=0.06521, over 12388.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04062, over 133.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3126, pruned_loss=0.07829, over 2473136.53 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06564, over 19212.85 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05968, over 2231156.46 frames. utt_duration=1308 frames, utt_pad_proportion=0.04412, over 6831.24 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3151, pruned_loss=0.08061, over 2474094.08 frames. utt_duration=479 frames, utt_pad_proportion=0.06783, over 20721.94 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 20:00:20,793 INFO [train.py:927] (7/8) Epoch 10, batch 4900, giga_loss[loss=0.2446, simple_loss=0.3205, pruned_loss=0.08435, over 12186.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03819, over 33.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3121, pruned_loss=0.07795, over 2473171.73 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06376, over 18723.24 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05967, over 2236202.30 frames. utt_duration=1306 frames, utt_pad_proportion=0.04346, over 6854.43 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3144, pruned_loss=0.08012, over 2473724.25 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06602, over 20113.45 utterances.], batch size: 33, lr: 3.72e-04
2022-08-26 20:02:07,508 INFO [train.py:927] (7/8) Epoch 10, batch 4950, giga_loss[loss=0.2441, simple_loss=0.3228, pruned_loss=0.0827, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03364, over 42.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07926, over 2473561.72 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06661, over 19434.13 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2946, pruned_loss=0.05954, over 2238564.91 frames. utt_duration=1310 frames, utt_pad_proportion=0.04324, over 6844.90 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3155, pruned_loss=0.08127, over 2474003.64 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06831, over 20655.18 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 20:03:55,183 INFO [train.py:927] (7/8) Epoch 10, batch 5000, giga_loss[loss=0.2452, simple_loss=0.3304, pruned_loss=0.07996, over 12479.00 frames. utt_duration=862.1 frames, utt_pad_proportion=0.02262, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08068, over 2474245.98 frames. utt_duration=481 frames, utt_pad_proportion=0.06906, over 20636.77 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2947, pruned_loss=0.05969, over 2244169.86 frames. utt_duration=1314 frames, utt_pad_proportion=0.04239, over 6841.89 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3197, pruned_loss=0.08259, over 2474779.77 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07062, over 21886.28 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 20:05:40,573 INFO [train.py:927] (7/8) Epoch 10, batch 5050, giga_loss[loss=0.2522, simple_loss=0.3314, pruned_loss=0.08645, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03237, over 58.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3202, pruned_loss=0.08141, over 2474181.74 frames. utt_duration=486.2 frames, utt_pad_proportion=0.067, over 20414.49 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05985, over 2249747.47 frames. utt_duration=1295 frames, utt_pad_proportion=0.04776, over 6959.53 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3218, pruned_loss=0.08327, over 2474714.10 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06719, over 21613.25 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:07:25,514 INFO [train.py:927] (7/8) Epoch 10, batch 5100, giga_loss[loss=0.217, simple_loss=0.2971, pruned_loss=0.06842, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05085, over 34.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.0825, over 2474304.08 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06823, over 20267.62 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2951, pruned_loss=0.05974, over 2252979.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04718, over 6952.17 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3224, pruned_loss=0.08435, over 2474822.54 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06853, over 21394.47 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 20:09:11,054 INFO [train.py:927] (7/8) Epoch 10, batch 5150, giga_loss[loss=0.2209, simple_loss=0.305, pruned_loss=0.06835, over 12456.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3195, pruned_loss=0.08257, over 2474683.77 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06971, over 20020.92 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2949, pruned_loss=0.05972, over 2259585.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.05215, over 7036.92 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3217, pruned_loss=0.08464, over 2475038.61 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06865, over 21192.15 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:10:59,837 INFO [train.py:927] (7/8) Epoch 10, batch 5200, giga_loss[loss=0.2449, simple_loss=0.3187, pruned_loss=0.08552, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3192, pruned_loss=0.08334, over 2474834.22 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07127, over 20510.40 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05976, over 2260419.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.05194, over 7033.74 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3211, pruned_loss=0.08503, over 2475326.96 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07048, over 21490.13 utterances.], batch size: 182, lr: 3.71e-04
2022-08-26 20:12:46,793 INFO [train.py:927] (7/8) Epoch 10, batch 5250, giga_loss[loss=0.2145, simple_loss=0.2947, pruned_loss=0.06717, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03402, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3185, pruned_loss=0.08302, over 2475064.33 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07214, over 20526.40 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2952, pruned_loss=0.05987, over 2266410.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.05106, over 7048.71 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3204, pruned_loss=0.08495, over 2475782.73 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07192, over 21669.06 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 20:14:31,220 INFO [train.py:927] (7/8) Epoch 10, batch 5300, giga_loss[loss=0.2416, simple_loss=0.3163, pruned_loss=0.08344, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04417, over 114.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3182, pruned_loss=0.08397, over 2474851.07 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07126, over 20269.74 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.05998, over 2270302.13 frames. utt_duration=1291 frames, utt_pad_proportion=0.05036, over 7039.88 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3201, pruned_loss=0.08581, over 2475631.77 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07145, over 21418.38 utterances.], batch size: 114, lr: 3.71e-04
2022-08-26 20:16:14,825 INFO [train.py:927] (7/8) Epoch 10, batch 5350, giga_loss[loss=0.2518, simple_loss=0.3242, pruned_loss=0.08971, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03255, over 42.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08322, over 2474468.79 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07638, over 20460.28 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05985, over 2278022.43 frames. utt_duration=1279 frames, utt_pad_proportion=0.05402, over 7130.02 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3207, pruned_loss=0.08567, over 2475396.01 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07543, over 21794.11 utterances.], batch size: 42, lr: 3.71e-04
2022-08-26 20:18:02,523 INFO [train.py:927] (7/8) Epoch 10, batch 5400, giga_loss[loss=0.2277, simple_loss=0.3329, pruned_loss=0.06125, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0495, over 34.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3179, pruned_loss=0.08226, over 2475019.28 frames. utt_duration=494 frames, utt_pad_proportion=0.07455, over 20101.22 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05984, over 2280646.89 frames. utt_duration=1282 frames, utt_pad_proportion=0.05346, over 7124.13 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3204, pruned_loss=0.08449, over 2476010.64 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07412, over 21332.63 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 20:19:46,868 INFO [train.py:927] (7/8) Epoch 10, batch 5450, giga_loss[loss=0.2637, simple_loss=0.3445, pruned_loss=0.09143, over 12260.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02694, over 54.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3188, pruned_loss=0.08038, over 2474767.08 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07298, over 19598.96 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05977, over 2286498.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.05228, over 7132.43 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3214, pruned_loss=0.08279, over 2475479.37 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07328, over 20915.28 utterances.], batch size: 54, lr: 3.71e-04
2022-08-26 20:21:31,382 INFO [train.py:927] (7/8) Epoch 10, batch 5500, giga_loss[loss=0.3649, simple_loss=0.3988, pruned_loss=0.1655, over 12357.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3214, pruned_loss=0.08149, over 2474389.24 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06844, over 19228.58 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05979, over 2288957.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.05166, over 7130.45 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3232, pruned_loss=0.08363, over 2475256.85 frames. utt_duration=486.2 frames, utt_pad_proportion=0.0692, over 20426.53 utterances.], batch size: 257, lr: 3.71e-04
2022-08-26 20:23:15,934 INFO [train.py:927] (7/8) Epoch 10, batch 5550, giga_loss[loss=0.3071, simple_loss=0.3506, pruned_loss=0.1318, over 12378.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3206, pruned_loss=0.08179, over 2474208.64 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06877, over 19094.97 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2948, pruned_loss=0.05955, over 2297116.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05587, over 7220.32 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3237, pruned_loss=0.08464, over 2474903.11 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06817, over 20468.11 utterances.], batch size: 258, lr: 3.71e-04
2022-08-26 20:25:00,116 INFO [train.py:927] (7/8) Epoch 10, batch 5600, giga_loss[loss=0.3167, simple_loss=0.3673, pruned_loss=0.1331, over 12370.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3213, pruned_loss=0.08215, over 2474334.97 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06927, over 19619.83 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.0597, over 2301529.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05958, over 7290.59 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3242, pruned_loss=0.08477, over 2474857.85 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06758, over 20909.76 utterances.], batch size: 259, lr: 3.71e-04
2022-08-26 20:26:43,499 INFO [train.py:927] (7/8) Epoch 10, batch 5650, giga_loss[loss=0.265, simple_loss=0.3551, pruned_loss=0.08745, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02456, over 48.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3208, pruned_loss=0.08023, over 2474189.44 frames. utt_duration=516 frames, utt_pad_proportion=0.06836, over 19235.19 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2945, pruned_loss=0.0596, over 2306852.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.05808, over 7278.71 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3242, pruned_loss=0.08306, over 2475162.63 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06757, over 20649.71 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 20:28:28,691 INFO [train.py:927] (7/8) Epoch 10, batch 5700, libri_loss[loss=0.2215, simple_loss=0.3266, pruned_loss=0.0582, over 12214.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02944, over 45.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3211, pruned_loss=0.0807, over 2474786.84 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07409, over 19928.56 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2948, pruned_loss=0.05958, over 2309891.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05745, over 7302.91 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3241, pruned_loss=0.08333, over 2475832.26 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07342, over 21246.70 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:30:14,230 INFO [train.py:927] (7/8) Epoch 10, batch 5750, giga_loss[loss=0.2266, simple_loss=0.3116, pruned_loss=0.07077, over 12319.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3195, pruned_loss=0.08049, over 2474992.37 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07305, over 20401.64 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05929, over 2314588.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.0561, over 7290.84 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3228, pruned_loss=0.08341, over 2476003.99 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07315, over 21815.25 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:32:01,280 INFO [train.py:927] (7/8) Epoch 10, batch 5800, giga_loss[loss=0.2162, simple_loss=0.2927, pruned_loss=0.06986, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04846, over 34.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.32, pruned_loss=0.08244, over 2475234.07 frames. utt_duration=480 frames, utt_pad_proportion=0.07296, over 20688.25 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05971, over 2319185.78 frames. utt_duration=1263 frames, utt_pad_proportion=0.05974, over 7355.42 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.323, pruned_loss=0.085, over 2476187.93 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07219, over 22104.66 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 20:33:42,981 INFO [train.py:927] (7/8) Epoch 10, batch 5850, giga_loss[loss=0.2243, simple_loss=0.2993, pruned_loss=0.07466, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3189, pruned_loss=0.08269, over 2475042.33 frames. utt_duration=477.3 frames, utt_pad_proportion=0.074, over 20804.20 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05982, over 2322131.52 frames. utt_duration=1252 frames, utt_pad_proportion=0.06348, over 7427.38 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3217, pruned_loss=0.08502, over 2475924.70 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07216, over 22090.25 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:35:26,214 INFO [train.py:927] (7/8) Epoch 10, batch 5900, giga_loss[loss=0.2289, simple_loss=0.3135, pruned_loss=0.07211, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3162, pruned_loss=0.08017, over 2475352.27 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07301, over 21543.37 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05978, over 2324398.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.06267, over 7424.99 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08233, over 2476063.03 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07191, over 22737.93 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 20:37:14,696 INFO [train.py:927] (7/8) Epoch 10, batch 5950, libri_loss[loss=0.1678, simple_loss=0.2595, pruned_loss=0.03802, over 12114.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007224, over 32.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3146, pruned_loss=0.07914, over 2474398.84 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0711, over 21322.06 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05943, over 2329807.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.06065, over 7397.42 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3177, pruned_loss=0.08192, over 2475447.15 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07103, over 22826.73 utterances.], batch size: 32, lr: 3.71e-04
2022-08-26 20:39:01,120 INFO [train.py:927] (7/8) Epoch 10, batch 6000, giga_loss[loss=0.2234, simple_loss=0.3068, pruned_loss=0.07002, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02635, over 48.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.07819, over 2474112.99 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07342, over 21100.36 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05957, over 2333444.26 frames. utt_duration=1245 frames, utt_pad_proportion=0.06493, over 7507.22 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3144, pruned_loss=0.08071, over 2474883.70 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07208, over 22507.11 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 20:39:01,121 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 20:39:15,013 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1807, simple_loss=0.2885, pruned_loss=0.03641, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 20:40:57,087 INFO [train.py:927] (7/8) Epoch 10, batch 6050, giga_loss[loss=0.1973, simple_loss=0.2891, pruned_loss=0.05274, over 12255.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03012, over 28.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07791, over 2473854.87 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07664, over 20885.16 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05949, over 2335912.94 frames. utt_duration=1242 frames, utt_pad_proportion=0.06504, over 7529.22 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3148, pruned_loss=0.08029, over 2474750.35 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0754, over 22220.91 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 20:42:37,324 INFO [train.py:927] (7/8) Epoch 10, batch 6100, giga_loss[loss=0.2375, simple_loss=0.3084, pruned_loss=0.08331, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.313, pruned_loss=0.07886, over 2473191.56 frames. utt_duration=462.9 frames, utt_pad_proportion=0.08153, over 21438.50 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2946, pruned_loss=0.05969, over 2341594.96 frames. utt_duration=1235 frames, utt_pad_proportion=0.06738, over 7595.69 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3159, pruned_loss=0.08139, over 2474280.40 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07978, over 23010.25 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 20:44:21,173 INFO [train.py:927] (7/8) Epoch 10, batch 6150, giga_loss[loss=0.2306, simple_loss=0.3051, pruned_loss=0.07807, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07923, over 2473143.38 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0753, over 20874.18 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05966, over 2344307.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06778, over 7636.15 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3162, pruned_loss=0.08163, over 2473917.70 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07423, over 22332.66 utterances.], batch size: 42, lr: 3.71e-04
2022-08-26 20:46:06,802 INFO [train.py:927] (7/8) Epoch 10, batch 6200, libri_loss[loss=0.2026, simple_loss=0.302, pruned_loss=0.0516, over 12448.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005983, over 32.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08085, over 2472931.10 frames. utt_duration=466 frames, utt_pad_proportion=0.07801, over 21292.40 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2945, pruned_loss=0.05944, over 2348544.50 frames. utt_duration=1233 frames, utt_pad_proportion=0.06602, over 7627.07 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3185, pruned_loss=0.08364, over 2473755.65 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07767, over 22919.82 utterances.], batch size: 32, lr: 3.71e-04
2022-08-26 20:47:54,385 INFO [train.py:927] (7/8) Epoch 10, batch 6250, giga_loss[loss=0.2425, simple_loss=0.3256, pruned_loss=0.07966, over 12353.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08069, over 2473358.71 frames. utt_duration=482 frames, utt_pad_proportion=0.07597, over 20590.61 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05949, over 2352371.99 frames. utt_duration=1232 frames, utt_pad_proportion=0.06542, over 7649.77 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3187, pruned_loss=0.08349, over 2473893.10 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07611, over 22244.19 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:49:40,924 INFO [train.py:927] (7/8) Epoch 10, batch 6300, giga_loss[loss=0.2466, simple_loss=0.3234, pruned_loss=0.08496, over 12447.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04313, over 114.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3173, pruned_loss=0.08055, over 2473812.27 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07554, over 21219.66 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05932, over 2355092.24 frames. utt_duration=1237 frames, utt_pad_proportion=0.06421, over 7622.78 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3199, pruned_loss=0.08339, over 2474477.75 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07611, over 22862.39 utterances.], batch size: 114, lr: 3.71e-04
2022-08-26 20:51:25,712 INFO [train.py:927] (7/8) Epoch 10, batch 6350, giga_loss[loss=0.2614, simple_loss=0.3197, pruned_loss=0.1015, over 12363.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3174, pruned_loss=0.08168, over 2473653.52 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07941, over 21982.79 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.05948, over 2356640.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.06369, over 7630.39 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3194, pruned_loss=0.08407, over 2474380.30 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07981, over 23458.73 utterances.], batch size: 372, lr: 3.71e-04
2022-08-26 20:53:13,038 INFO [train.py:927] (7/8) Epoch 10, batch 6400, giga_loss[loss=0.2531, simple_loss=0.324, pruned_loss=0.09107, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08141, over 2473799.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08006, over 21873.06 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.0596, over 2358636.34 frames. utt_duration=1236 frames, utt_pad_proportion=0.0632, over 7643.88 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.08347, over 2474168.85 frames. utt_duration=428 frames, utt_pad_proportion=0.08053, over 23201.04 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 20:54:57,437 INFO [train.py:927] (7/8) Epoch 10, batch 6450, giga_loss[loss=0.227, simple_loss=0.3081, pruned_loss=0.07295, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03419, over 86.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3158, pruned_loss=0.08178, over 2473591.28 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08197, over 22035.54 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05959, over 2360203.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06677, over 7704.91 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3174, pruned_loss=0.0837, over 2474029.06 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08131, over 23220.30 utterances.], batch size: 86, lr: 3.70e-04
2022-08-26 20:56:41,953 INFO [train.py:927] (7/8) Epoch 10, batch 6500, giga_loss[loss=0.3189, simple_loss=0.3564, pruned_loss=0.1407, over 12334.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2198, over 376.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3175, pruned_loss=0.08353, over 2473285.44 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08392, over 22670.23 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05952, over 2362228.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06575, over 7680.96 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3192, pruned_loss=0.08552, over 2473799.99 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08366, over 23879.72 utterances.], batch size: 376, lr: 3.70e-04
2022-08-26 20:58:24,846 INFO [train.py:927] (7/8) Epoch 10, batch 6550, giga_loss[loss=0.2227, simple_loss=0.3058, pruned_loss=0.06983, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02667, over 66.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3182, pruned_loss=0.08449, over 2473615.58 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07974, over 22503.43 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05949, over 2364390.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06537, over 7694.22 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3201, pruned_loss=0.08658, over 2474074.47 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07991, over 23733.68 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 21:00:09,534 INFO [train.py:927] (7/8) Epoch 10, batch 6600, giga_loss[loss=0.2759, simple_loss=0.3438, pruned_loss=0.104, over 12431.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04188, over 146.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3188, pruned_loss=0.08489, over 2474175.31 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07624, over 22137.53 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05939, over 2366395.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06436, over 7680.48 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3208, pruned_loss=0.08709, over 2474695.52 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07691, over 23397.89 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 21:01:53,951 INFO [train.py:927] (7/8) Epoch 10, batch 6650, giga_loss[loss=0.2303, simple_loss=0.3078, pruned_loss=0.07637, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.318, pruned_loss=0.08435, over 2474442.59 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07882, over 22004.06 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05913, over 2369942.68 frames. utt_duration=1241 frames, utt_pad_proportion=0.06249, over 7646.70 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.321, pruned_loss=0.08732, over 2475553.96 frames. utt_duration=421 frames, utt_pad_proportion=0.07998, over 23602.31 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 21:03:40,792 INFO [train.py:927] (7/8) Epoch 10, batch 6700, giga_loss[loss=0.3757, simple_loss=0.3978, pruned_loss=0.1768, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3198, pruned_loss=0.0855, over 2474962.58 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07424, over 21524.79 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05918, over 2370764.85 frames. utt_duration=1240 frames, utt_pad_proportion=0.06235, over 7655.17 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3223, pruned_loss=0.08801, over 2476034.89 frames. utt_duration=434 frames, utt_pad_proportion=0.07554, over 22896.78 utterances.], batch size: 259, lr: 3.70e-04
2022-08-26 21:05:25,581 INFO [train.py:927] (7/8) Epoch 10, batch 6750, giga_loss[loss=0.2343, simple_loss=0.3249, pruned_loss=0.0719, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03184, over 39.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3211, pruned_loss=0.08578, over 2475098.16 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07304, over 21340.26 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05978, over 2374724.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.0698, over 7851.22 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08809, over 2475665.80 frames. utt_duration=438 frames, utt_pad_proportion=0.0722, over 22683.06 utterances.], batch size: 39, lr: 3.70e-04
2022-08-26 21:07:05,893 INFO [train.py:927] (7/8) Epoch 10, batch 6800, libri_loss[loss=0.2345, simple_loss=0.3137, pruned_loss=0.07771, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006935, over 36.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.08408, over 2474909.70 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06984, over 20522.47 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05979, over 2377371.97 frames. utt_duration=1215 frames, utt_pad_proportion=0.06817, over 7833.85 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08657, over 2475638.54 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06988, over 21964.21 utterances.], batch size: 36, lr: 3.70e-04
2022-08-26 21:08:45,172 INFO [train.py:927] (7/8) Epoch 10, batch 6850, giga_loss[loss=0.3452, simple_loss=0.3843, pruned_loss=0.1531, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08352, over 2474840.01 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07019, over 20695.36 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2962, pruned_loss=0.05995, over 2379521.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.06683, over 7807.23 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08593, over 2475702.48 frames. utt_duration=448 frames, utt_pad_proportion=0.07067, over 22177.18 utterances.], batch size: 258, lr: 3.70e-04
2022-08-26 21:10:28,847 INFO [train.py:927] (7/8) Epoch 10, batch 6900, giga_loss[loss=0.2172, simple_loss=0.2981, pruned_loss=0.06812, over 12415.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04609, over 31.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3195, pruned_loss=0.08356, over 2474357.14 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06708, over 20660.53 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05977, over 2380986.08 frames. utt_duration=1226 frames, utt_pad_proportion=0.06598, over 7776.37 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.322, pruned_loss=0.08606, over 2475399.06 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06793, over 22100.71 utterances.], batch size: 31, lr: 3.70e-04
2022-08-26 21:12:10,934 INFO [train.py:927] (7/8) Epoch 10, batch 6950, giga_loss[loss=0.3066, simple_loss=0.3513, pruned_loss=0.131, over 12372.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3197, pruned_loss=0.08454, over 2474563.79 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07113, over 21076.95 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2955, pruned_loss=0.05981, over 2383508.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.06482, over 7770.52 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.08716, over 2475606.38 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07196, over 22586.48 utterances.], batch size: 368, lr: 3.70e-04
2022-08-26 21:13:55,540 INFO [train.py:927] (7/8) Epoch 10, batch 7000, giga_loss[loss=0.3064, simple_loss=0.3529, pruned_loss=0.13, over 12369.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3201, pruned_loss=0.08479, over 2474262.87 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0762, over 21369.29 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05969, over 2385201.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.06521, over 7800.77 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.0875, over 2475585.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07646, over 22828.07 utterances.], batch size: 367, lr: 3.70e-04
2022-08-26 21:15:37,656 INFO [train.py:927] (7/8) Epoch 10, batch 7050, giga_loss[loss=0.2317, simple_loss=0.3118, pruned_loss=0.07574, over 12426.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03637, over 98.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3215, pruned_loss=0.08626, over 2473994.24 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07874, over 22553.42 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05955, over 2386854.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.06422, over 7776.95 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08895, over 2475164.51 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07913, over 23970.63 utterances.], batch size: 98, lr: 3.70e-04
2022-08-26 21:17:19,880 INFO [train.py:927] (7/8) Epoch 10, batch 7100, giga_loss[loss=0.2307, simple_loss=0.3189, pruned_loss=0.07126, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.0269, over 66.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08521, over 2473297.29 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07536, over 21937.40 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05955, over 2387505.67 frames. utt_duration=1232 frames, utt_pad_proportion=0.06375, over 7764.19 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3235, pruned_loss=0.08757, over 2474416.05 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07602, over 23192.71 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 21:19:01,840 INFO [train.py:927] (7/8) Epoch 10, batch 7150, giga_loss[loss=0.2583, simple_loss=0.3368, pruned_loss=0.08984, over 12363.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3191, pruned_loss=0.08362, over 2473432.52 frames. utt_duration=459.3 frames, utt_pad_proportion=0.0761, over 21612.07 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05921, over 2390369.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06195, over 7709.63 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08671, over 2474809.76 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07726, over 23185.18 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 21:20:43,054 INFO [train.py:927] (7/8) Epoch 10, batch 7200, giga_loss[loss=0.2378, simple_loss=0.2959, pruned_loss=0.08987, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03258, over 42.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3156, pruned_loss=0.08226, over 2473742.62 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07539, over 21111.15 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05924, over 2391957.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.06182, over 7714.31 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3189, pruned_loss=0.08512, over 2474896.81 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07649, over 22598.01 utterances.], batch size: 42, lr: 3.70e-04
2022-08-26 21:22:25,982 INFO [train.py:927] (7/8) Epoch 10, batch 7250, giga_loss[loss=0.2386, simple_loss=0.3227, pruned_loss=0.07731, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04124, over 133.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3138, pruned_loss=0.08172, over 2473006.33 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07707, over 21605.68 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05916, over 2393941.55 frames. utt_duration=1245 frames, utt_pad_proportion=0.06042, over 7699.86 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08483, over 2474705.91 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07845, over 23269.34 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 21:24:10,725 INFO [train.py:927] (7/8) Epoch 10, batch 7300, giga_loss[loss=0.2343, simple_loss=0.3132, pruned_loss=0.0777, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02844, over 48.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3134, pruned_loss=0.08167, over 2473092.69 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08212, over 22526.19 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05931, over 2395067.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.05983, over 7700.37 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3161, pruned_loss=0.08431, over 2474486.44 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08317, over 24038.72 utterances.], batch size: 48, lr: 3.70e-04
2022-08-26 21:25:49,607 INFO [train.py:927] (7/8) Epoch 10, batch 7350, giga_loss[loss=0.1724, simple_loss=0.2714, pruned_loss=0.03667, over 12338.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3119, pruned_loss=0.07804, over 2473494.86 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07605, over 22266.04 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05902, over 2398786.15 frames. utt_duration=1254 frames, utt_pad_proportion=0.05794, over 7658.29 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3155, pruned_loss=0.08148, over 2475052.35 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07814, over 24281.62 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 21:27:31,478 INFO [train.py:927] (7/8) Epoch 10, batch 7400, giga_loss[loss=0.1764, simple_loss=0.2546, pruned_loss=0.04913, over 12367.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.31, pruned_loss=0.07471, over 2474038.16 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07303, over 22698.38 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05908, over 2400388.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.06068, over 7704.97 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3133, pruned_loss=0.07787, over 2475853.10 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07416, over 24658.16 utterances.], batch size: 362, lr: 3.70e-04
2022-08-26 21:29:15,744 INFO [train.py:927] (7/8) Epoch 10, batch 7450, giga_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06481, over 12433.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0612, over 183.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3077, pruned_loss=0.0714, over 2474191.01 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07038, over 22302.94 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2937, pruned_loss=0.05903, over 2402662.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.0591, over 7669.83 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3111, pruned_loss=0.07445, over 2475915.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07207, over 24403.23 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 21:30:55,484 INFO [train.py:927] (7/8) Epoch 10, batch 7500, giga_loss[loss=0.1907, simple_loss=0.2812, pruned_loss=0.05009, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03245, over 51.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3082, pruned_loss=0.07089, over 2474553.93 frames. utt_duration=434.5 frames, utt_pad_proportion=0.0718, over 22856.88 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05905, over 2404586.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.062, over 7719.36 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.07364, over 2476098.03 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07232, over 24894.58 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 21:32:35,848 INFO [train.py:927] (7/8) Epoch 10, batch 7550, giga_loss[loss=0.1953, simple_loss=0.2668, pruned_loss=0.06183, over 12353.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1864, over 361.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.305, pruned_loss=0.0684, over 2474951.18 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07072, over 23104.33 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2937, pruned_loss=0.05893, over 2406640.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.0607, over 7701.16 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3079, pruned_loss=0.07098, over 2476204.33 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07162, over 25176.91 utterances.], batch size: 361, lr: 3.70e-04
2022-08-26 21:34:18,378 INFO [train.py:927] (7/8) Epoch 10, batch 7600, giga_loss[loss=0.2158, simple_loss=0.3008, pruned_loss=0.06539, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03141, over 92.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.304, pruned_loss=0.06737, over 2475357.92 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07028, over 23385.33 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2933, pruned_loss=0.05873, over 2407208.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.06046, over 7680.21 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3068, pruned_loss=0.06966, over 2476425.46 frames. utt_duration=395 frames, utt_pad_proportion=0.07111, over 25172.78 utterances.], batch size: 92, lr: 3.70e-04
2022-08-26 21:35:58,615 INFO [train.py:927] (7/8) Epoch 10, batch 7650, giga_loss[loss=0.1939, simple_loss=0.2865, pruned_loss=0.05065, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3023, pruned_loss=0.06549, over 2475881.86 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06964, over 23416.25 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05886, over 2409497.07 frames. utt_duration=1258 frames, utt_pad_proportion=0.05875, over 7667.60 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3043, pruned_loss=0.06748, over 2476788.10 frames. utt_duration=392 frames, utt_pad_proportion=0.07094, over 25369.86 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 21:37:44,116 INFO [train.py:927] (7/8) Epoch 10, batch 7700, giga_loss[loss=0.2059, simple_loss=0.2895, pruned_loss=0.06117, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03067, over 45.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2991, pruned_loss=0.06356, over 2476000.34 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06774, over 23786.28 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.294, pruned_loss=0.05891, over 2410322.07 frames. utt_duration=1248 frames, utt_pad_proportion=0.0624, over 7734.22 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3007, pruned_loss=0.06517, over 2476889.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06806, over 25485.57 utterances.], batch size: 45, lr: 3.69e-04
2022-08-26 21:39:26,738 INFO [train.py:927] (7/8) Epoch 10, batch 7750, libri_loss[loss=0.2071, simple_loss=0.2986, pruned_loss=0.05784, over 12417.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02247, over 43.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2973, pruned_loss=0.06268, over 2475937.28 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07017, over 24408.23 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05885, over 2412609.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.06092, over 7724.91 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2988, pruned_loss=0.06418, over 2476916.40 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07075, over 26402.90 utterances.], batch size: 43, lr: 3.69e-04
2022-08-26 21:41:25,208 INFO [train.py:927] (7/8) Epoch 10, batch 7800, giga_loss[loss=0.2111, simple_loss=0.3055, pruned_loss=0.05834, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02754, over 66.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2985, pruned_loss=0.06238, over 2475945.66 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07392, over 24587.80 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.05869, over 2413392.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.06027, over 7703.16 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2999, pruned_loss=0.06374, over 2476858.31 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07434, over 26406.96 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 21:43:30,364 INFO [train.py:927] (7/8) Epoch 10, batch 7850, giga_loss[loss=0.2139, simple_loss=0.2945, pruned_loss=0.06668, over 12409.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07332, over 212.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2972, pruned_loss=0.06186, over 2476236.69 frames. utt_duration=400 frames, utt_pad_proportion=0.07387, over 24848.60 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.05873, over 2414161.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.05958, over 7690.68 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2984, pruned_loss=0.06295, over 2477110.96 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07444, over 26535.54 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 21:45:29,636 INFO [train.py:927] (7/8) Epoch 10, batch 7900, giga_loss[loss=0.1811, simple_loss=0.2769, pruned_loss=0.04262, over 12448.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2956, pruned_loss=0.06042, over 2476360.40 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07421, over 25182.37 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05859, over 2415586.55 frames. utt_duration=1263 frames, utt_pad_proportion=0.0584, over 7657.42 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2968, pruned_loss=0.06148, over 2477417.33 frames. utt_duration=368 frames, utt_pad_proportion=0.07505, over 27026.43 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 21:47:34,758 INFO [train.py:927] (7/8) Epoch 10, batch 7950, giga_loss[loss=0.2092, simple_loss=0.2782, pruned_loss=0.07006, over 12367.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.183, over 359.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06014, over 2477215.10 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07442, over 24942.81 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05874, over 2416820.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.05829, over 7681.31 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2945, pruned_loss=0.06087, over 2478027.80 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07518, over 26683.10 utterances.], batch size: 359, lr: 3.69e-04
2022-08-26 21:49:26,111 INFO [train.py:927] (7/8) Epoch 10, batch 8000, giga_loss[loss=0.2043, simple_loss=0.2984, pruned_loss=0.05509, over 12336.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2933, pruned_loss=0.05969, over 2477565.03 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07146, over 24688.74 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.05889, over 2418079.17 frames. utt_duration=1259 frames, utt_pad_proportion=0.05752, over 7693.24 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06017, over 2478425.40 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07255, over 26453.24 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 21:51:41,769 INFO [train.py:927] (7/8) Epoch 10, batch 8050, giga_loss[loss=0.1775, simple_loss=0.2721, pruned_loss=0.04142, over 12418.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04315, over 146.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2938, pruned_loss=0.05928, over 2476797.58 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07296, over 24812.91 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05894, over 2419453.76 frames. utt_duration=1261 frames, utt_pad_proportion=0.05643, over 7682.17 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05963, over 2477560.02 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07413, over 26612.70 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 21:53:41,949 INFO [train.py:927] (7/8) Epoch 10, batch 8100, giga_loss[loss=0.1854, simple_loss=0.2782, pruned_loss=0.04626, over 12361.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.02937, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.05873, over 2476709.24 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06898, over 24109.06 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.059, over 2420195.14 frames. utt_duration=1265 frames, utt_pad_proportion=0.05571, over 7663.62 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05896, over 2477659.71 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07043, over 25853.69 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 21:55:43,265 INFO [train.py:927] (7/8) Epoch 10, batch 8150, giga_loss[loss=0.2291, simple_loss=0.3234, pruned_loss=0.06739, over 12425.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0317, over 105.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2948, pruned_loss=0.05814, over 2477099.01 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06947, over 24466.94 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05902, over 2421437.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05473, over 7646.06 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2949, pruned_loss=0.0583, over 2478012.69 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07091, over 26263.50 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 21:57:51,265 INFO [train.py:927] (7/8) Epoch 10, batch 8200, giga_loss[loss=0.2071, simple_loss=0.2971, pruned_loss=0.05856, over 12374.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02751, over 85.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2961, pruned_loss=0.05769, over 2477532.92 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07036, over 24628.46 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05922, over 2421779.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.0545, over 7646.83 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2958, pruned_loss=0.05762, over 2478190.36 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07153, over 26112.09 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 21:59:53,775 INFO [train.py:927] (7/8) Epoch 10, batch 8250, giga_loss[loss=0.1736, simple_loss=0.2688, pruned_loss=0.03918, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03485, over 105.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2957, pruned_loss=0.05739, over 2477434.91 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06696, over 23591.65 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2946, pruned_loss=0.05909, over 2422916.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.05461, over 7664.94 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2955, pruned_loss=0.05743, over 2477937.79 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06817, over 25056.53 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 22:02:25,605 INFO [train.py:927] (7/8) Epoch 10, batch 8300, giga_loss[loss=0.2019, simple_loss=0.2923, pruned_loss=0.0558, over 12393.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02645, over 85.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2957, pruned_loss=0.05807, over 2477440.02 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06755, over 23841.60 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05889, over 2424082.58 frames. utt_duration=1270 frames, utt_pad_proportion=0.05356, over 7645.57 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2958, pruned_loss=0.05825, over 2478011.01 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06883, over 25376.99 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 22:04:35,162 INFO [train.py:927] (7/8) Epoch 10, batch 8350, giga_loss[loss=0.2016, simple_loss=0.2811, pruned_loss=0.06109, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2931, pruned_loss=0.0569, over 2477833.74 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06842, over 23860.43 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2944, pruned_loss=0.05902, over 2425658.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.0566, over 7705.94 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2931, pruned_loss=0.05688, over 2478317.53 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06865, over 25471.36 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:06:41,073 INFO [train.py:927] (7/8) Epoch 10, batch 8400, giga_loss[loss=0.2161, simple_loss=0.3169, pruned_loss=0.05765, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05722, over 2477562.67 frames. utt_duration=417.7 frames, utt_pad_proportion=0.0661, over 23791.78 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2943, pruned_loss=0.05905, over 2426443.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05558, over 7693.58 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2929, pruned_loss=0.05712, over 2478378.47 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06675, over 25437.61 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 22:08:47,076 INFO [train.py:927] (7/8) Epoch 10, batch 8450, giga_loss[loss=0.1884, simple_loss=0.2796, pruned_loss=0.04857, over 12341.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03172, over 58.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05753, over 2477459.43 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06294, over 23678.85 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05902, over 2427090.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05566, over 7711.42 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05745, over 2478440.72 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06367, over 25254.21 utterances.], batch size: 58, lr: 3.69e-04
2022-08-26 22:10:55,894 INFO [train.py:927] (7/8) Epoch 10, batch 8500, giga_loss[loss=0.232, simple_loss=0.3175, pruned_loss=0.07328, over 12370.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.0467, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2935, pruned_loss=0.05877, over 2477581.77 frames. utt_duration=410 frames, utt_pad_proportion=0.06552, over 24244.42 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2946, pruned_loss=0.05911, over 2427525.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05497, over 7703.80 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05862, over 2478639.96 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06618, over 25725.17 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 22:13:13,611 INFO [train.py:927] (7/8) Epoch 10, batch 8550, giga_loss[loss=0.2129, simple_loss=0.3021, pruned_loss=0.06178, over 12406.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02974, over 62.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2952, pruned_loss=0.05893, over 2478082.70 frames. utt_duration=410 frames, utt_pad_proportion=0.0638, over 24247.43 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2949, pruned_loss=0.05919, over 2428209.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05433, over 7696.31 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05873, over 2478959.05 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06463, over 25647.12 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 22:15:26,972 INFO [train.py:927] (7/8) Epoch 10, batch 8600, giga_loss[loss=0.1959, simple_loss=0.2879, pruned_loss=0.05198, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0323, over 113.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2935, pruned_loss=0.05903, over 2478755.41 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06249, over 24561.63 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05929, over 2428787.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.05376, over 7682.95 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05878, over 2479609.99 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06339, over 25912.80 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 22:17:24,326 INFO [train.py:927] (7/8) Epoch 10, batch 8650, giga_loss[loss=0.2005, simple_loss=0.2882, pruned_loss=0.05638, over 12469.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03686, over 123.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2917, pruned_loss=0.05817, over 2478694.28 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06152, over 23863.23 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05965, over 2430389.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.05752, over 7775.84 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05763, over 2479482.91 frames. utt_duration=392 frames, utt_pad_proportion=0.06148, over 25375.75 utterances.], batch size: 123, lr: 3.69e-04
2022-08-26 22:19:22,409 INFO [train.py:927] (7/8) Epoch 10, batch 8700, giga_loss[loss=0.2123, simple_loss=0.2854, pruned_loss=0.06958, over 12369.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02798, over 85.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05844, over 2477978.60 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06396, over 23988.31 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05961, over 2431537.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.05749, over 7767.57 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2902, pruned_loss=0.05803, over 2478635.78 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06384, over 25558.76 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 22:21:34,579 INFO [train.py:927] (7/8) Epoch 10, batch 8750, giga_loss[loss=0.2007, simple_loss=0.2877, pruned_loss=0.0569, over 12358.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.02969, over 51.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2893, pruned_loss=0.05717, over 2477790.88 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06376, over 24324.01 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2954, pruned_loss=0.05955, over 2432357.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05668, over 7758.23 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2886, pruned_loss=0.05686, over 2478389.49 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06392, over 25860.12 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 22:23:49,416 INFO [train.py:927] (7/8) Epoch 10, batch 8800, giga_loss[loss=0.199, simple_loss=0.2899, pruned_loss=0.054, over 12398.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2893, pruned_loss=0.05731, over 2477071.75 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06146, over 23362.67 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.06005, over 2433886.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05583, over 7785.38 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2881, pruned_loss=0.05654, over 2477791.55 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06202, over 25137.14 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 22:25:49,095 INFO [train.py:927] (7/8) Epoch 10, batch 8850, giga_loss[loss=0.1868, simple_loss=0.2781, pruned_loss=0.04772, over 12425.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2891, pruned_loss=0.05784, over 2477192.91 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06374, over 24112.73 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2958, pruned_loss=0.06, over 2434374.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05508, over 7774.72 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2881, pruned_loss=0.05722, over 2478087.12 frames. utt_duration=385 frames, utt_pad_proportion=0.06427, over 25826.40 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 22:27:47,817 INFO [train.py:927] (7/8) Epoch 10, batch 8900, giga_loss[loss=0.226, simple_loss=0.319, pruned_loss=0.06652, over 12353.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03032, over 70.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2885, pruned_loss=0.0566, over 2477549.64 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06142, over 23536.22 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05991, over 2435412.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.05406, over 7750.71 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2877, pruned_loss=0.05612, over 2478276.59 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06232, over 25289.50 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 22:29:45,956 INFO [train.py:927] (7/8) Epoch 10, batch 8950, giga_loss[loss=0.2165, simple_loss=0.3011, pruned_loss=0.0659, over 12387.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05638, over 2477855.00 frames. utt_duration=421 frames, utt_pad_proportion=0.06118, over 23608.62 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05983, over 2436771.23 frames. utt_duration=1262 frames, utt_pad_proportion=0.05266, over 7734.69 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05595, over 2478524.68 frames. utt_duration=390 frames, utt_pad_proportion=0.06232, over 25495.66 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 22:31:39,395 INFO [train.py:927] (7/8) Epoch 10, batch 9000, giga_loss[loss=0.2273, simple_loss=0.3064, pruned_loss=0.07409, over 12397.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05654, over 2477517.63 frames. utt_duration=427.3 frames, utt_pad_proportion=0.0591, over 23258.18 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.0596, over 2437685.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05154, over 7695.53 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.0563, over 2478499.66 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06054, over 25315.96 utterances.], batch size: 258, lr: 3.69e-04
2022-08-26 22:31:39,396 INFO [train.py:958] (7/8) Computing validation loss
2022-08-26 22:31:55,200 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1782, simple_loss=0.2879, pruned_loss=0.03429, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 22:33:55,613 INFO [train.py:927] (7/8) Epoch 10, batch 9050, giga_loss[loss=0.1911, simple_loss=0.2856, pruned_loss=0.0483, over 12392.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.04178, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2892, pruned_loss=0.05587, over 2477167.58 frames. utt_duration=422.3 frames, utt_pad_proportion=0.05949, over 23531.60 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05962, over 2438330.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.05091, over 7690.34 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05557, over 2478248.48 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06083, over 25545.19 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 22:35:51,672 INFO [train.py:927] (7/8) Epoch 10, batch 9100, giga_loss[loss=0.185, simple_loss=0.28, pruned_loss=0.04504, over 12474.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03392, over 98.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2883, pruned_loss=0.05571, over 2477302.73 frames. utt_duration=426.7 frames, utt_pad_proportion=0.05809, over 23291.80 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05944, over 2438839.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.05, over 7663.33 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2881, pruned_loss=0.05554, over 2478584.35 frames. utt_duration=393.4 frames, utt_pad_proportion=0.05955, over 25279.88 utterances.], batch size: 98, lr: 3.68e-04
2022-08-26 22:37:53,683 INFO [train.py:927] (7/8) Epoch 10, batch 9150, giga_loss[loss=0.2095, simple_loss=0.288, pruned_loss=0.0655, over 12464.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02771, over 80.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2897, pruned_loss=0.05636, over 2477478.36 frames. utt_duration=421.6 frames, utt_pad_proportion=0.05943, over 23575.08 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05962, over 2440101.43 frames. utt_duration=1274 frames, utt_pad_proportion=0.04911, over 7672.98 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05593, over 2478730.59 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06079, over 25739.50 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 22:39:49,320 INFO [train.py:927] (7/8) Epoch 10, batch 9200, giga_loss[loss=0.2049, simple_loss=0.2927, pruned_loss=0.05857, over 12249.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02716, over 54.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2919, pruned_loss=0.05795, over 2477633.68 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06307, over 24143.13 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05962, over 2440652.26 frames. utt_duration=1273 frames, utt_pad_proportion=0.0492, over 7675.59 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05755, over 2478808.12 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0639, over 26150.00 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 22:41:51,619 INFO [train.py:927] (7/8) Epoch 10, batch 9250, libri_loss[loss=0.175, simple_loss=0.2654, pruned_loss=0.04233, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006207, over 34.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05849, over 2477006.97 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06666, over 24696.36 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.05974, over 2440976.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.0526, over 7735.02 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.05806, over 2478308.25 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06632, over 26551.37 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 22:43:58,084 INFO [train.py:927] (7/8) Epoch 10, batch 9300, giga_loss[loss=0.1974, simple_loss=0.2899, pruned_loss=0.05246, over 12389.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02782, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.0576, over 2477460.74 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06582, over 24414.05 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05948, over 2441639.02 frames. utt_duration=1266 frames, utt_pad_proportion=0.05196, over 7723.52 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05747, over 2478543.55 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06586, over 26214.43 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 22:45:55,283 INFO [train.py:927] (7/8) Epoch 10, batch 9350, giga_loss[loss=0.2613, simple_loss=0.3294, pruned_loss=0.09661, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05739, over 2476906.60 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06453, over 24338.21 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05914, over 2442448.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.05059, over 7694.25 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05752, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 22:48:01,674 INFO [train.py:927] (7/8) Epoch 10, batch 9400, giga_loss[loss=0.2034, simple_loss=0.2961, pruned_loss=0.05531, over 12357.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03228, over 62.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2898, pruned_loss=0.05703, over 2477051.26 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06375, over 24578.85 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05909, over 2442643.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05033, over 7700.32 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2899, pruned_loss=0.05717, over 2478327.26 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06439, over 26396.48 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 22:50:03,092 INFO [train.py:927] (7/8) Epoch 10, batch 9450, giga_loss[loss=0.2004, simple_loss=0.2945, pruned_loss=0.05318, over 12373.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02921, over 85.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.05533, over 2476827.10 frames. utt_duration=413 frames, utt_pad_proportion=0.06355, over 24056.88 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.0589, over 2442761.99 frames. utt_duration=1274 frames, utt_pad_proportion=0.04961, over 7679.52 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2889, pruned_loss=0.05554, over 2478290.48 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06431, over 25790.81 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 22:51:52,819 INFO [train.py:927] (7/8) Epoch 10, batch 9500, giga_loss[loss=0.1928, simple_loss=0.2848, pruned_loss=0.05038, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06533, over 212.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2904, pruned_loss=0.05439, over 2476953.24 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06287, over 23456.27 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05861, over 2443251.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.04837, over 7637.36 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05468, over 2478726.75 frames. utt_duration=392 frames, utt_pad_proportion=0.06394, over 25369.62 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 22:54:01,156 INFO [train.py:927] (7/8) Epoch 10, batch 9550, giga_loss[loss=0.1916, simple_loss=0.2835, pruned_loss=0.04984, over 12450.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03391, over 43.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2898, pruned_loss=0.05395, over 2476673.87 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0634, over 23313.27 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2946, pruned_loss=0.0585, over 2443741.16 frames. utt_duration=1283 frames, utt_pad_proportion=0.04763, over 7628.64 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2893, pruned_loss=0.05419, over 2478233.71 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0645, over 25113.03 utterances.], batch size: 43, lr: 3.68e-04
2022-08-26 22:56:12,353 INFO [train.py:927] (7/8) Epoch 10, batch 9600, giga_loss[loss=0.2063, simple_loss=0.2979, pruned_loss=0.05738, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2893, pruned_loss=0.05385, over 2476547.38 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06643, over 23741.74 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05835, over 2444412.51 frames. utt_duration=1284 frames, utt_pad_proportion=0.04666, over 7623.01 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2891, pruned_loss=0.05403, over 2478216.01 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06749, over 25690.76 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 22:58:24,179 INFO [train.py:927] (7/8) Epoch 10, batch 9650, giga_loss[loss=0.2056, simple_loss=0.3061, pruned_loss=0.05257, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03809, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2914, pruned_loss=0.05469, over 2477035.35 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06348, over 23134.04 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.05848, over 2445253.96 frames. utt_duration=1273 frames, utt_pad_proportion=0.05018, over 7690.00 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2912, pruned_loss=0.05459, over 2478474.40 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06384, over 25060.02 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 23:00:42,453 INFO [train.py:927] (7/8) Epoch 10, batch 9700, giga_loss[loss=0.2088, simple_loss=0.2998, pruned_loss=0.05893, over 12390.00 frames. utt_duration=276.5 frames, utt_pad_proportion=0.04994, over 180.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2927, pruned_loss=0.05552, over 2476759.91 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06392, over 23035.94 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2942, pruned_loss=0.05851, over 2445648.52 frames. utt_duration=1272 frames, utt_pad_proportion=0.04994, over 7702.06 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2924, pruned_loss=0.05539, over 2477822.62 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06429, over 24672.75 utterances.], batch size: 180, lr: 3.68e-04
2022-08-26 23:02:57,363 INFO [train.py:927] (7/8) Epoch 10, batch 9750, giga_loss[loss=0.2109, simple_loss=0.2958, pruned_loss=0.06297, over 12408.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0522, over 161.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2907, pruned_loss=0.05469, over 2475978.01 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06508, over 22871.46 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05832, over 2446119.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.04973, over 7684.74 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2906, pruned_loss=0.05461, over 2477491.85 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06551, over 24738.46 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 23:04:57,868 INFO [train.py:927] (7/8) Epoch 10, batch 9800, giga_loss[loss=0.1889, simple_loss=0.2785, pruned_loss=0.04971, over 12365.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02927, over 51.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05506, over 2475912.27 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06883, over 23230.50 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05855, over 2446947.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05309, over 7727.04 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2902, pruned_loss=0.05464, over 2477324.48 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06809, over 25195.02 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 23:06:52,480 INFO [train.py:927] (7/8) Epoch 10, batch 9850, giga_loss[loss=0.2357, simple_loss=0.3125, pruned_loss=0.07951, over 12418.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09276, over 255.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2921, pruned_loss=0.05564, over 2476692.01 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06772, over 23252.68 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05843, over 2447721.35 frames. utt_duration=1267 frames, utt_pad_proportion=0.05294, over 7739.02 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.292, pruned_loss=0.05535, over 2477780.12 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06732, over 25144.78 utterances.], batch size: 255, lr: 3.68e-04
2022-08-26 23:08:41,309 INFO [train.py:927] (7/8) Epoch 10, batch 9900, giga_loss[loss=0.1985, simple_loss=0.2898, pruned_loss=0.05364, over 12394.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03585, over 75.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2908, pruned_loss=0.05554, over 2476958.50 frames. utt_duration=413.1 frames, utt_pad_proportion=0.07115, over 24056.67 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05836, over 2448135.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.0522, over 7745.53 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2905, pruned_loss=0.05531, over 2478087.00 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07092, over 25915.10 utterances.], batch size: 75, lr: 3.68e-04
2022-08-26 23:10:32,118 INFO [train.py:927] (7/8) Epoch 10, batch 9950, giga_loss[loss=0.2381, simple_loss=0.3303, pruned_loss=0.07291, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2943, pruned_loss=0.05752, over 2476610.40 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07011, over 24195.57 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.05838, over 2448248.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.05647, over 7826.82 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2935, pruned_loss=0.0573, over 2477790.31 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06902, over 25816.93 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 23:12:12,881 INFO [train.py:927] (7/8) Epoch 10, batch 10000, libri_loss[loss=0.1599, simple_loss=0.2481, pruned_loss=0.03585, over 12476.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007175, over 29.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2989, pruned_loss=0.06014, over 2475442.28 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07007, over 23024.73 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05806, over 2448961.59 frames. utt_duration=1261 frames, utt_pad_proportion=0.05491, over 7780.59 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.299, pruned_loss=0.06029, over 2476733.14 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06978, over 24965.94 utterances.], batch size: 29, lr: 3.68e-04
2022-08-26 23:13:55,129 INFO [train.py:927] (7/8) Epoch 10, batch 10050, giga_loss[loss=0.1692, simple_loss=0.259, pruned_loss=0.03966, over 12388.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02693, over 70.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2975, pruned_loss=0.06023, over 2475688.31 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06998, over 21900.81 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05777, over 2449723.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05391, over 7771.54 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2983, pruned_loss=0.06069, over 2476964.05 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07015, over 23996.51 utterances.], batch size: 70, lr: 3.68e-04
2022-08-26 23:15:37,182 INFO [train.py:927] (7/8) Epoch 10, batch 10100, giga_loss[loss=0.155, simple_loss=0.2309, pruned_loss=0.0396, over 12294.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02558, over 54.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05884, over 2475108.25 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0692, over 21043.59 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05778, over 2449583.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.0532, over 7756.39 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05925, over 2476786.98 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06972, over 23018.90 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 23:17:19,879 INFO [train.py:927] (7/8) Epoch 10, batch 10150, giga_loss[loss=0.1758, simple_loss=0.249, pruned_loss=0.05131, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04821, over 31.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2845, pruned_loss=0.05628, over 2475620.18 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06796, over 20155.97 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05773, over 2450356.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05291, over 7768.15 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2851, pruned_loss=0.05665, over 2476946.16 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06872, over 22063.94 utterances.], batch size: 31, lr: 3.68e-04
2022-08-26 23:19:03,624 INFO [train.py:927] (7/8) Epoch 10, batch 10200, giga_loss[loss=0.1775, simple_loss=0.2586, pruned_loss=0.0482, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03148, over 62.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2794, pruned_loss=0.05456, over 2474950.73 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07007, over 19880.84 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05774, over 2451084.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05592, over 7832.46 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2794, pruned_loss=0.05478, over 2476309.03 frames. utt_duration=455.2 frames, utt_pad_proportion=0.0698, over 21826.19 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 23:20:46,063 INFO [train.py:927] (7/8) Epoch 10, batch 10250, giga_loss[loss=0.1843, simple_loss=0.2621, pruned_loss=0.0532, over 12398.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07298, over 212.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2743, pruned_loss=0.05269, over 2475385.03 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06557, over 19254.79 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05755, over 2451760.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05474, over 7787.99 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2743, pruned_loss=0.05291, over 2476516.66 frames. utt_duration=469.1 frames, utt_pad_proportion=0.0662, over 21182.39 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 23:22:29,101 INFO [train.py:927] (7/8) Epoch 10, batch 10300, giga_loss[loss=0.1355, simple_loss=0.2185, pruned_loss=0.02623, over 12359.00 frames. utt_duration=1767 frames, utt_pad_proportion=0.02952, over 28.00 utterances.], tot_loss[loss=0.1848, simple_loss=0.2688, pruned_loss=0.05044, over 2475032.66 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06882, over 19563.64 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05747, over 2451627.12 frames. utt_duration=1263 frames, utt_pad_proportion=0.05434, over 7774.16 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2687, pruned_loss=0.05063, over 2476253.61 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06924, over 21194.56 utterances.], batch size: 28, lr: 3.68e-04
2022-08-26 23:24:12,748 INFO [train.py:927] (7/8) Epoch 10, batch 10350, libri_loss[loss=0.2082, simple_loss=0.3005, pruned_loss=0.05798, over 12467.00 frames. utt_duration=780.8 frames, utt_pad_proportion=0.1077, over 64.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2645, pruned_loss=0.04891, over 2474796.55 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06641, over 19109.56 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.0577, over 2452416.09 frames. utt_duration=1259 frames, utt_pad_proportion=0.05404, over 7799.79 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2634, pruned_loss=0.04869, over 2475584.47 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06713, over 20645.48 utterances.], batch size: 64, lr: 3.68e-04
2022-08-26 23:25:58,156 INFO [train.py:927] (7/8) Epoch 10, batch 10400, giga_loss[loss=0.1755, simple_loss=0.2507, pruned_loss=0.0502, over 12366.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.26, pruned_loss=0.04753, over 2474583.18 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06319, over 19186.06 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05773, over 2452995.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.05328, over 7783.81 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2587, pruned_loss=0.04714, over 2475079.73 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06429, over 20632.51 utterances.], batch size: 97, lr: 3.67e-04
2022-08-26 23:27:41,341 INFO [train.py:927] (7/8) Epoch 10, batch 10450, giga_loss[loss=0.2174, simple_loss=0.2936, pruned_loss=0.07058, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.1803, simple_loss=0.2627, pruned_loss=0.04891, over 2474818.59 frames. utt_duration=521 frames, utt_pad_proportion=0.06057, over 19054.09 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05748, over 2453243.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05242, over 7748.63 utterances.], giga_tot_loss[loss=0.1792, simple_loss=0.2613, pruned_loss=0.0486, over 2475482.63 frames. utt_duration=484.3 frames, utt_pad_proportion=0.062, over 20506.66 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 23:29:22,142 INFO [train.py:927] (7/8) Epoch 10, batch 10500, giga_loss[loss=0.2629, simple_loss=0.3415, pruned_loss=0.09215, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2753, pruned_loss=0.05486, over 2474471.38 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06045, over 18881.76 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05745, over 2453367.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05218, over 7730.17 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2737, pruned_loss=0.0546, over 2475087.04 frames. utt_duration=493 frames, utt_pad_proportion=0.0617, over 20142.83 utterances.], batch size: 161, lr: 3.67e-04
2022-08-26 23:31:04,749 INFO [train.py:927] (7/8) Epoch 10, batch 10550, giga_loss[loss=0.2061, simple_loss=0.2974, pruned_loss=0.05741, over 12394.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2819, pruned_loss=0.05733, over 2473874.21 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07094, over 20211.90 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05731, over 2453478.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05145, over 7700.80 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2808, pruned_loss=0.05724, over 2474631.10 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0716, over 21451.56 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 23:32:46,537 INFO [train.py:927] (7/8) Epoch 10, batch 10600, libri_loss[loss=0.1707, simple_loss=0.2614, pruned_loss=0.04002, over 12231.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005948, over 31.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2862, pruned_loss=0.05847, over 2474415.14 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06827, over 19741.19 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05701, over 2454128.07 frames. utt_duration=1282 frames, utt_pad_proportion=0.05016, over 7667.78 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2856, pruned_loss=0.05868, over 2475096.25 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06956, over 21149.03 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 23:34:30,724 INFO [train.py:927] (7/8) Epoch 10, batch 10650, giga_loss[loss=0.2173, simple_loss=0.3041, pruned_loss=0.06526, over 12390.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02892, over 51.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2904, pruned_loss=0.06108, over 2473468.68 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06906, over 19601.03 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05697, over 2454334.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.0497, over 7665.79 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.29, pruned_loss=0.06132, over 2474103.91 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07029, over 20882.07 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 23:36:15,700 INFO [train.py:927] (7/8) Epoch 10, batch 10700, giga_loss[loss=0.2053, simple_loss=0.2959, pruned_loss=0.05731, over 12472.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2953, pruned_loss=0.06305, over 2473382.17 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06607, over 19003.45 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2917, pruned_loss=0.05709, over 2454596.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04914, over 7658.82 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.0632, over 2473911.61 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06748, over 20179.43 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 23:38:05,089 INFO [train.py:927] (7/8) Epoch 10, batch 10750, giga_loss[loss=0.2251, simple_loss=0.3041, pruned_loss=0.07302, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02708, over 48.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2985, pruned_loss=0.06439, over 2472587.55 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07366, over 19530.36 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05708, over 2454608.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.04857, over 7645.00 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2981, pruned_loss=0.06461, over 2473226.02 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07466, over 20619.87 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 23:39:48,691 INFO [train.py:927] (7/8) Epoch 10, batch 10800, giga_loss[loss=0.2045, simple_loss=0.3022, pruned_loss=0.05342, over 12423.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04195, over 31.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2997, pruned_loss=0.06325, over 2472617.23 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06737, over 17959.51 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05699, over 2454891.42 frames. utt_duration=1293 frames, utt_pad_proportion=0.04732, over 7600.84 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2999, pruned_loss=0.06376, over 2473539.57 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0693, over 19282.51 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 23:41:32,294 INFO [train.py:927] (7/8) Epoch 10, batch 10850, giga_loss[loss=0.213, simple_loss=0.304, pruned_loss=0.06099, over 12347.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03527, over 104.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2999, pruned_loss=0.06254, over 2472728.35 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06686, over 17202.48 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.057, over 2455089.47 frames. utt_duration=1280 frames, utt_pad_proportion=0.05182, over 7682.20 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3003, pruned_loss=0.06317, over 2473908.84 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06731, over 18559.17 utterances.], batch size: 104, lr: 3.67e-04
2022-08-26 23:43:16,460 INFO [train.py:927] (7/8) Epoch 10, batch 10900, giga_loss[loss=0.243, simple_loss=0.3227, pruned_loss=0.08166, over 12436.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3024, pruned_loss=0.06557, over 2472263.82 frames. utt_duration=568 frames, utt_pad_proportion=0.06615, over 17456.93 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05691, over 2454895.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05107, over 7659.74 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3032, pruned_loss=0.06627, over 2473679.69 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06693, over 18729.46 utterances.], batch size: 98, lr: 3.67e-04
2022-08-26 23:45:00,798 INFO [train.py:927] (7/8) Epoch 10, batch 10950, giga_loss[loss=0.2261, simple_loss=0.3077, pruned_loss=0.07221, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05058, over 161.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3031, pruned_loss=0.06752, over 2472688.27 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06937, over 17907.45 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05719, over 2455237.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.05041, over 7672.24 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.06806, over 2473899.47 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07019, over 19129.19 utterances.], batch size: 161, lr: 3.67e-04
2022-08-26 23:46:45,382 INFO [train.py:927] (7/8) Epoch 10, batch 11000, giga_loss[loss=0.1939, simple_loss=0.2878, pruned_loss=0.05, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04621, over 26.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3016, pruned_loss=0.06679, over 2472461.75 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06509, over 17506.11 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05718, over 2455256.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.04959, over 7668.56 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3021, pruned_loss=0.06746, over 2473784.03 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06646, over 18709.63 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 23:48:30,113 INFO [train.py:927] (7/8) Epoch 10, batch 11050, giga_loss[loss=0.2193, simple_loss=0.2951, pruned_loss=0.07179, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3004, pruned_loss=0.06619, over 2473421.62 frames. utt_duration=538 frames, utt_pad_proportion=0.0713, over 18442.50 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05734, over 2455710.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05354, over 7741.78 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3007, pruned_loss=0.06671, over 2474299.64 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0708, over 19466.21 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 23:50:13,842 INFO [train.py:927] (7/8) Epoch 10, batch 11100, libri_loss[loss=0.1916, simple_loss=0.2643, pruned_loss=0.05942, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01109, over 28.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2967, pruned_loss=0.0646, over 2473536.01 frames. utt_duration=534 frames, utt_pad_proportion=0.07695, over 18581.72 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05737, over 2455692.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05685, over 7794.16 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.297, pruned_loss=0.0652, over 2474747.33 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07541, over 19664.34 utterances.], batch size: 28, lr: 3.67e-04
2022-08-26 23:52:00,376 INFO [train.py:927] (7/8) Epoch 10, batch 11150, libri_loss[loss=0.2409, simple_loss=0.3316, pruned_loss=0.07512, over 12432.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01084, over 39.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2928, pruned_loss=0.0634, over 2474098.88 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07748, over 19593.90 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05737, over 2456178.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05579, over 7775.51 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.293, pruned_loss=0.06401, over 2475045.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07682, over 20741.27 utterances.], batch size: 39, lr: 3.67e-04
2022-08-26 23:53:46,675 INFO [train.py:927] (7/8) Epoch 10, batch 11200, giga_loss[loss=0.1917, simple_loss=0.2833, pruned_loss=0.05011, over 12405.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2935, pruned_loss=0.06364, over 2474041.58 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07949, over 19369.58 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05762, over 2456604.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05941, over 7870.01 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2931, pruned_loss=0.06403, over 2474807.87 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07777, over 20455.44 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 23:55:29,537 INFO [train.py:927] (7/8) Epoch 10, batch 11250, giga_loss[loss=0.199, simple_loss=0.2801, pruned_loss=0.05898, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2906, pruned_loss=0.06262, over 2473245.58 frames. utt_duration=535.2 frames, utt_pad_proportion=0.07286, over 18536.39 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.0576, over 2456442.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.0592, over 7862.66 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2904, pruned_loss=0.06296, over 2474087.85 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07184, over 19445.85 utterances.], batch size: 97, lr: 3.67e-04
2022-08-26 23:57:14,024 INFO [train.py:927] (7/8) Epoch 10, batch 11300, giga_loss[loss=0.1872, simple_loss=0.2654, pruned_loss=0.05447, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0326, over 42.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2874, pruned_loss=0.06104, over 2472849.59 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06672, over 17302.42 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.05764, over 2456239.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.05834, over 7833.63 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06135, over 2474024.15 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06653, over 18237.43 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 23:58:56,308 INFO [train.py:927] (7/8) Epoch 10, batch 11350, giga_loss[loss=0.1718, simple_loss=0.2593, pruned_loss=0.0422, over 12388.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2841, pruned_loss=0.05975, over 2472777.51 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06146, over 16820.18 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05774, over 2456566.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.05781, over 7830.17 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2833, pruned_loss=0.05993, over 2473631.84 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06178, over 17687.23 utterances.], batch size: 58, lr: 3.67e-04
2022-08-27 00:00:37,648 INFO [train.py:927] (7/8) Epoch 10, batch 11400, libri_loss[loss=0.217, simple_loss=0.3107, pruned_loss=0.06163, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007044, over 37.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2811, pruned_loss=0.05862, over 2473254.12 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06375, over 16564.56 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.05809, over 2456966.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06093, over 7896.47 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2799, pruned_loss=0.05847, over 2473875.22 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06276, over 17366.31 utterances.], batch size: 37, lr: 3.67e-04
2022-08-27 00:02:20,968 INFO [train.py:927] (7/8) Epoch 10, batch 11450, giga_loss[loss=0.1941, simple_loss=0.2693, pruned_loss=0.05944, over 12471.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03427, over 43.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.278, pruned_loss=0.05739, over 2473946.09 frames. utt_duration=619.3 frames, utt_pad_proportion=0.05817, over 16017.65 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05792, over 2457312.97 frames. utt_duration=1253 frames, utt_pad_proportion=0.05969, over 7855.23 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.277, pruned_loss=0.05741, over 2474579.96 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05813, over 16920.65 utterances.], batch size: 43, lr: 3.67e-04
2022-08-27 00:04:04,794 INFO [train.py:927] (7/8) Epoch 10, batch 11500, giga_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.07131, over 12342.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2785, pruned_loss=0.05767, over 2473682.20 frames. utt_duration=612.2 frames, utt_pad_proportion=0.05679, over 16201.64 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05787, over 2457226.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05946, over 7848.95 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2777, pruned_loss=0.05772, over 2474320.74 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05691, over 16947.29 utterances.], batch size: 97, lr: 3.67e-04
2022-08-27 00:05:51,024 INFO [train.py:927] (7/8) Epoch 10, batch 11550, giga_loss[loss=0.238, simple_loss=0.3182, pruned_loss=0.07889, over 12340.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.03083, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2842, pruned_loss=0.06158, over 2473191.51 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05616, over 16631.82 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05781, over 2457263.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.05906, over 7830.50 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2837, pruned_loss=0.06169, over 2473808.77 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05642, over 17310.11 utterances.], batch size: 66, lr: 3.67e-04
2022-08-27 00:07:35,906 INFO [train.py:927] (7/8) Epoch 10, batch 11600, giga_loss[loss=0.2819, simple_loss=0.357, pruned_loss=0.1034, over 12352.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2078, over 371.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2907, pruned_loss=0.06408, over 2474029.03 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06328, over 17489.94 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.0577, over 2458101.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.05747, over 7797.86 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2899, pruned_loss=0.06444, over 2474283.20 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06384, over 18369.98 utterances.], batch size: 371, lr: 3.67e-04
2022-08-27 00:09:18,060 INFO [train.py:927] (7/8) Epoch 10, batch 11650, giga_loss[loss=0.2262, simple_loss=0.3117, pruned_loss=0.07038, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04177, over 31.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2963, pruned_loss=0.06631, over 2474013.35 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05974, over 17449.34 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05755, over 2458246.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05643, over 7787.88 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.296, pruned_loss=0.06689, over 2474448.98 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06078, over 18378.28 utterances.], batch size: 31, lr: 3.67e-04
2022-08-27 00:11:01,633 INFO [train.py:927] (7/8) Epoch 10, batch 11700, libri_loss[loss=0.1865, simple_loss=0.2739, pruned_loss=0.04953, over 12413.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007529, over 30.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06567, over 2474120.01 frames. utt_duration=542.6 frames, utt_pad_proportion=0.0618, over 18289.61 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.0575, over 2458373.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05582, over 7773.08 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2972, pruned_loss=0.06629, over 2474562.35 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06273, over 19175.44 utterances.], batch size: 30, lr: 3.67e-04
2022-08-27 00:12:44,812 INFO [train.py:927] (7/8) Epoch 10, batch 11750, giga_loss[loss=0.2205, simple_loss=0.307, pruned_loss=0.06699, over 12430.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04451, over 114.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.297, pruned_loss=0.06486, over 2474041.32 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06484, over 18197.59 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.05753, over 2458488.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05538, over 7764.37 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.297, pruned_loss=0.0654, over 2474430.00 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06563, over 18991.62 utterances.], batch size: 114, lr: 3.66e-04
2022-08-27 00:14:29,577 INFO [train.py:927] (7/8) Epoch 10, batch 11800, giga_loss[loss=0.2561, simple_loss=0.3368, pruned_loss=0.08766, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06497, over 2472873.26 frames. utt_duration=543.3 frames, utt_pad_proportion=0.07038, over 18257.55 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05771, over 2458600.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.05923, over 7840.56 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2979, pruned_loss=0.06542, over 2473461.59 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06943, over 19088.32 utterances.], batch size: 54, lr: 3.66e-04
2022-08-27 00:16:14,679 INFO [train.py:927] (7/8) Epoch 10, batch 11850, giga_loss[loss=0.2793, simple_loss=0.3587, pruned_loss=0.09991, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3016, pruned_loss=0.06703, over 2473353.97 frames. utt_duration=541 frames, utt_pad_proportion=0.06758, over 18338.67 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05793, over 2458899.30 frames. utt_duration=1245 frames, utt_pad_proportion=0.06268, over 7907.92 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3008, pruned_loss=0.06731, over 2473807.80 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06564, over 19113.94 utterances.], batch size: 80, lr: 3.66e-04
2022-08-27 00:18:01,134 INFO [train.py:927] (7/8) Epoch 10, batch 11900, giga_loss[loss=0.266, simple_loss=0.3349, pruned_loss=0.09857, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06863, over 2472903.73 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06243, over 17978.71 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05794, over 2458929.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06201, over 7884.40 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3025, pruned_loss=0.06898, over 2473406.40 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06131, over 18747.27 utterances.], batch size: 212, lr: 3.66e-04
2022-08-27 00:19:45,668 INFO [train.py:927] (7/8) Epoch 10, batch 11950, giga_loss[loss=0.2053, simple_loss=0.2868, pruned_loss=0.06195, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.03881, over 26.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3033, pruned_loss=0.06835, over 2473190.79 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06071, over 17076.10 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05779, over 2459258.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.06112, over 7867.94 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.06894, over 2473528.81 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06021, over 17873.56 utterances.], batch size: 26, lr: 3.66e-04
2022-08-27 00:21:30,647 INFO [train.py:927] (7/8) Epoch 10, batch 12000, giga_loss[loss=0.2055, simple_loss=0.2973, pruned_loss=0.05682, over 12460.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03336, over 86.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3047, pruned_loss=0.06889, over 2473074.97 frames. utt_duration=598.6 frames, utt_pad_proportion=0.06142, over 16568.33 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05774, over 2459369.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.06091, over 7858.60 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3049, pruned_loss=0.06944, over 2473302.03 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06107, over 17240.41 utterances.], batch size: 86, lr: 3.66e-04
2022-08-27 00:21:30,648 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 00:21:44,601 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1875, simple_loss=0.2921, pruned_loss=0.0415, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 00:23:26,872 INFO [train.py:927] (7/8) Epoch 10, batch 12050, giga_loss[loss=0.2042, simple_loss=0.29, pruned_loss=0.05918, over 12476.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0417, over 31.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3043, pruned_loss=0.06934, over 2472238.74 frames. utt_duration=615.5 frames, utt_pad_proportion=0.06049, over 16105.94 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05791, over 2459354.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.06068, over 7867.26 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3045, pruned_loss=0.06982, over 2472663.88 frames. utt_duration=591 frames, utt_pad_proportion=0.06031, over 16779.03 utterances.], batch size: 31, lr: 3.66e-04
2022-08-27 00:25:07,608 INFO [train.py:927] (7/8) Epoch 10, batch 12100, giga_loss[loss=0.2456, simple_loss=0.3247, pruned_loss=0.0833, over 12418.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03696, over 113.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06896, over 2472456.93 frames. utt_duration=634.9 frames, utt_pad_proportion=0.05668, over 15613.53 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2938, pruned_loss=0.05786, over 2459638.28 frames. utt_duration=1252 frames, utt_pad_proportion=0.06031, over 7868.35 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.06954, over 2472698.52 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05682, over 16252.81 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:26:48,738 INFO [train.py:927] (7/8) Epoch 10, batch 12150, giga_loss[loss=0.1929, simple_loss=0.2805, pruned_loss=0.05266, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3044, pruned_loss=0.06896, over 2472132.41 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05959, over 15853.12 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05815, over 2459596.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.06049, over 7878.11 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3041, pruned_loss=0.0693, over 2472555.73 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05953, over 16453.07 utterances.], batch size: 75, lr: 3.66e-04
2022-08-27 00:28:31,567 INFO [train.py:927] (7/8) Epoch 10, batch 12200, giga_loss[loss=0.2131, simple_loss=0.2947, pruned_loss=0.06581, over 12427.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3045, pruned_loss=0.06934, over 2472739.93 frames. utt_duration=613.6 frames, utt_pad_proportion=0.06203, over 16159.31 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05812, over 2459537.51 frames. utt_duration=1249 frames, utt_pad_proportion=0.06068, over 7887.90 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.06977, over 2473287.53 frames. utt_duration=592.8 frames, utt_pad_proportion=0.06186, over 16729.83 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:30:10,919 INFO [train.py:927] (7/8) Epoch 10, batch 12250, giga_loss[loss=0.1956, simple_loss=0.2773, pruned_loss=0.05688, over 12446.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04094, over 26.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3027, pruned_loss=0.06838, over 2471525.62 frames. utt_duration=644 frames, utt_pad_proportion=0.06135, over 15386.84 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05808, over 2459335.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.0594, over 7870.25 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.303, pruned_loss=0.06906, over 2472496.24 frames. utt_duration=617 frames, utt_pad_proportion=0.06175, over 16069.16 utterances.], batch size: 26, lr: 3.66e-04
2022-08-27 00:31:52,884 INFO [train.py:927] (7/8) Epoch 10, batch 12300, giga_loss[loss=0.2172, simple_loss=0.3078, pruned_loss=0.06328, over 12374.00 frames. utt_duration=403.9 frames, utt_pad_proportion=0.04298, over 123.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3011, pruned_loss=0.06809, over 2471452.27 frames. utt_duration=625.9 frames, utt_pad_proportion=0.06262, over 15832.55 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05811, over 2459247.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.05957, over 7883.98 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3014, pruned_loss=0.06871, over 2472447.62 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06284, over 16457.52 utterances.], batch size: 123, lr: 3.66e-04
2022-08-27 00:33:33,461 INFO [train.py:927] (7/8) Epoch 10, batch 12350, giga_loss[loss=0.2034, simple_loss=0.285, pruned_loss=0.06088, over 12397.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.03375, over 26.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2986, pruned_loss=0.06716, over 2470967.67 frames. utt_duration=631.8 frames, utt_pad_proportion=0.06101, over 15680.81 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.0582, over 2459579.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06365, over 7967.01 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2988, pruned_loss=0.06798, over 2471881.88 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05963, over 16405.58 utterances.], batch size: 26, lr: 3.66e-04
2022-08-27 00:35:13,495 INFO [train.py:927] (7/8) Epoch 10, batch 12400, giga_loss[loss=0.1894, simple_loss=0.2747, pruned_loss=0.05202, over 12334.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2946, pruned_loss=0.06528, over 2471492.85 frames. utt_duration=635.7 frames, utt_pad_proportion=0.05687, over 15588.63 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2944, pruned_loss=0.05816, over 2459494.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06405, over 7981.22 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2949, pruned_loss=0.06602, over 2472375.18 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05576, over 16210.98 utterances.], batch size: 51, lr: 3.66e-04
2022-08-27 00:37:01,862 INFO [train.py:927] (7/8) Epoch 10, batch 12450, giga_loss[loss=0.2209, simple_loss=0.3081, pruned_loss=0.06684, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03953, over 113.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2924, pruned_loss=0.06441, over 2471066.55 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06061, over 16280.52 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2945, pruned_loss=0.05837, over 2459416.12 frames. utt_duration=1237 frames, utt_pad_proportion=0.06335, over 7960.63 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2925, pruned_loss=0.06488, over 2472003.55 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05994, over 16905.66 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:38:46,271 INFO [train.py:927] (7/8) Epoch 10, batch 12500, giga_loss[loss=0.2073, simple_loss=0.2829, pruned_loss=0.06586, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2934, pruned_loss=0.0645, over 2472477.57 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05953, over 16460.99 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05885, over 2459718.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.06303, over 7952.16 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2932, pruned_loss=0.06456, over 2473113.18 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05917, over 17073.70 utterances.], batch size: 45, lr: 3.66e-04
2022-08-27 00:40:28,582 INFO [train.py:927] (7/8) Epoch 10, batch 12550, giga_loss[loss=0.1859, simple_loss=0.2878, pruned_loss=0.04201, over 12328.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02803, over 74.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2948, pruned_loss=0.06459, over 2472712.65 frames. utt_duration=590 frames, utt_pad_proportion=0.05808, over 16807.32 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2952, pruned_loss=0.05896, over 2459768.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.06279, over 7953.40 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2943, pruned_loss=0.06456, over 2473222.63 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05793, over 17324.86 utterances.], batch size: 74, lr: 3.66e-04
2022-08-27 00:42:08,191 INFO [train.py:927] (7/8) Epoch 10, batch 12600, giga_loss[loss=0.1869, simple_loss=0.2729, pruned_loss=0.05046, over 12332.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.02806, over 28.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2938, pruned_loss=0.06306, over 2472615.79 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05938, over 17319.75 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2953, pruned_loss=0.05898, over 2459619.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.06212, over 7930.26 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2933, pruned_loss=0.06309, over 2473310.09 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05948, over 17866.10 utterances.], batch size: 28, lr: 3.66e-04
2022-08-27 00:43:47,145 INFO [train.py:927] (7/8) Epoch 10, batch 12650, libri_loss[loss=0.2459, simple_loss=0.329, pruned_loss=0.08137, over 12480.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007074, over 36.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2947, pruned_loss=0.06284, over 2473272.27 frames. utt_duration=570.8 frames, utt_pad_proportion=0.0575, over 17376.67 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2963, pruned_loss=0.05912, over 2460034.46 frames. utt_duration=1245 frames, utt_pad_proportion=0.061, over 7910.53 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2935, pruned_loss=0.06285, over 2473778.21 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05808, over 18098.26 utterances.], batch size: 36, lr: 3.66e-04
2022-08-27 00:45:26,620 INFO [train.py:927] (7/8) Epoch 10, batch 12700, giga_loss[loss=0.1861, simple_loss=0.2718, pruned_loss=0.05017, over 12382.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.03987, over 31.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2941, pruned_loss=0.06252, over 2472707.76 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06278, over 17266.21 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2959, pruned_loss=0.05899, over 2459762.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05956, over 7879.24 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2934, pruned_loss=0.06274, over 2473757.68 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06355, over 18167.96 utterances.], batch size: 31, lr: 3.66e-04
2022-08-27 00:47:10,741 INFO [train.py:927] (7/8) Epoch 10, batch 12750, giga_loss[loss=0.2042, simple_loss=0.2966, pruned_loss=0.05593, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2965, pruned_loss=0.06346, over 2473199.19 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05827, over 16488.41 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05906, over 2460186.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.05858, over 7875.62 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06373, over 2474126.17 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05957, over 17536.09 utterances.], batch size: 70, lr: 3.66e-04
2022-08-27 00:48:51,617 INFO [train.py:927] (7/8) Epoch 10, batch 12800, giga_loss[loss=0.198, simple_loss=0.2915, pruned_loss=0.05225, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03666, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06364, over 2473397.90 frames. utt_duration=605.1 frames, utt_pad_proportion=0.0579, over 16391.63 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2952, pruned_loss=0.05894, over 2460276.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05688, over 7819.68 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.297, pruned_loss=0.06413, over 2474532.90 frames. utt_duration=564 frames, utt_pad_proportion=0.05969, over 17595.86 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:50:30,942 INFO [train.py:927] (7/8) Epoch 10, batch 12850, libri_loss[loss=0.2139, simple_loss=0.3078, pruned_loss=0.06003, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006909, over 36.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.296, pruned_loss=0.06357, over 2473095.09 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05468, over 15489.73 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.05897, over 2460358.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05548, over 7781.65 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06408, over 2474337.68 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05699, over 16747.25 utterances.], batch size: 36, lr: 3.66e-04
2022-08-27 00:52:10,997 INFO [train.py:927] (7/8) Epoch 10, batch 12900, giga_loss[loss=0.1712, simple_loss=0.2509, pruned_loss=0.04577, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03723, over 37.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06251, over 2472781.67 frames. utt_duration=654.6 frames, utt_pad_proportion=0.05073, over 15144.96 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05896, over 2460174.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.05491, over 7760.25 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2941, pruned_loss=0.06299, over 2474168.12 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05311, over 16304.12 utterances.], batch size: 37, lr: 3.66e-04
2022-08-27 00:53:47,927 INFO [train.py:927] (7/8) Epoch 10, batch 12950, giga_loss[loss=0.192, simple_loss=0.286, pruned_loss=0.04903, over 12348.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.06208, over 2473111.84 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05475, over 16163.65 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05912, over 2460187.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05459, over 7762.78 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2936, pruned_loss=0.06237, over 2474364.64 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05642, over 17179.58 utterances.], batch size: 66, lr: 3.66e-04
2022-08-27 00:55:26,074 INFO [train.py:927] (7/8) Epoch 10, batch 13000, giga_loss[loss=0.2291, simple_loss=0.3121, pruned_loss=0.07302, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2954, pruned_loss=0.06246, over 2473416.94 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05674, over 17044.86 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05935, over 2460497.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.05348, over 7747.43 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2951, pruned_loss=0.06259, over 2474523.39 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05836, over 18147.34 utterances.], batch size: 133, lr: 3.66e-04
2022-08-27 00:57:02,998 INFO [train.py:927] (7/8) Epoch 10, batch 13050, giga_loss[loss=0.2048, simple_loss=0.298, pruned_loss=0.0558, over 12405.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2939, pruned_loss=0.06253, over 2473971.66 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05439, over 16840.02 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05951, over 2460661.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05351, over 7738.01 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.06255, over 2474984.00 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05582, over 17930.05 utterances.], batch size: 182, lr: 3.66e-04
2022-08-27 00:58:41,242 INFO [train.py:927] (7/8) Epoch 10, batch 13100, giga_loss[loss=0.2079, simple_loss=0.2924, pruned_loss=0.06175, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2924, pruned_loss=0.06324, over 2473872.99 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05496, over 16744.88 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05942, over 2460484.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.05214, over 7682.41 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2928, pruned_loss=0.06345, over 2475335.42 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05657, over 18000.68 utterances.], batch size: 146, lr: 3.65e-04
2022-08-27 01:00:20,793 INFO [train.py:927] (7/8) Epoch 10, batch 13150, giga_loss[loss=0.1693, simple_loss=0.2478, pruned_loss=0.04537, over 12298.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2909, pruned_loss=0.06277, over 2474004.26 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05896, over 16920.70 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05983, over 2460693.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.06022, over 7830.29 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2906, pruned_loss=0.06267, over 2475348.52 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0571, over 18040.14 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:01:59,543 INFO [train.py:927] (7/8) Epoch 10, batch 13200, giga_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07265, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2875, pruned_loss=0.06132, over 2474536.69 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05775, over 17182.07 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.295, pruned_loss=0.05975, over 2460588.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.06003, over 7820.14 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2875, pruned_loss=0.06132, over 2475733.10 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05644, over 18106.77 utterances.], batch size: 162, lr: 3.65e-04
2022-08-27 01:03:39,717 INFO [train.py:927] (7/8) Epoch 10, batch 13250, giga_loss[loss=0.187, simple_loss=0.2736, pruned_loss=0.05017, over 12369.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0312, over 51.00 utterances.], tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06096, over 2474354.38 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06011, over 17365.45 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2951, pruned_loss=0.06002, over 2460695.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05907, over 7806.21 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2856, pruned_loss=0.06075, over 2475734.31 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05934, over 18480.93 utterances.], batch size: 51, lr: 3.65e-04
2022-08-27 01:05:20,152 INFO [train.py:927] (7/8) Epoch 10, batch 13300, giga_loss[loss=0.2083, simple_loss=0.2844, pruned_loss=0.06612, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02597, over 45.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2877, pruned_loss=0.06164, over 2474119.39 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05836, over 16898.55 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2958, pruned_loss=0.06094, over 2461001.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06198, over 7887.59 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2864, pruned_loss=0.06072, over 2475447.78 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05674, over 18063.75 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:07:01,554 INFO [train.py:927] (7/8) Epoch 10, batch 13350, giga_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05523, over 12305.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03563, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2916, pruned_loss=0.0631, over 2474051.13 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06108, over 17763.87 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2964, pruned_loss=0.06143, over 2461141.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06222, over 7919.52 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.29, pruned_loss=0.06195, over 2475222.01 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05958, over 18824.52 utterances.], batch size: 51, lr: 3.65e-04
2022-08-27 01:08:42,821 INFO [train.py:927] (7/8) Epoch 10, batch 13400, giga_loss[loss=0.215, simple_loss=0.3008, pruned_loss=0.06466, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2935, pruned_loss=0.06378, over 2474381.35 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06012, over 17578.57 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2965, pruned_loss=0.06162, over 2461501.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.06123, over 7909.45 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2921, pruned_loss=0.06274, over 2475410.37 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05935, over 18751.22 utterances.], batch size: 58, lr: 3.65e-04
2022-08-27 01:10:29,964 INFO [train.py:927] (7/8) Epoch 10, batch 13450, giga_loss[loss=0.2244, simple_loss=0.3007, pruned_loss=0.07401, over 12293.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03822, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2985, pruned_loss=0.06727, over 2474531.80 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06104, over 17708.72 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.06173, over 2461676.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.06047, over 7891.10 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2975, pruned_loss=0.06642, over 2475484.76 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06066, over 18875.68 utterances.], batch size: 51, lr: 3.65e-04
2022-08-27 01:12:12,432 INFO [train.py:927] (7/8) Epoch 10, batch 13500, libri_loss[loss=0.2381, simple_loss=0.3303, pruned_loss=0.07297, over 12371.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01094, over 38.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.306, pruned_loss=0.07251, over 2474738.73 frames. utt_duration=537 frames, utt_pad_proportion=0.06221, over 18483.41 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2964, pruned_loss=0.06178, over 2461738.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.06023, over 7889.65 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07184, over 2475486.87 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06197, over 19450.93 utterances.], batch size: 38, lr: 3.65e-04
2022-08-27 01:13:58,021 INFO [train.py:927] (7/8) Epoch 10, batch 13550, giga_loss[loss=0.2594, simple_loss=0.3328, pruned_loss=0.09299, over 12401.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03308, over 122.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07842, over 2474367.42 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06232, over 18592.68 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2968, pruned_loss=0.06218, over 2462135.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05947, over 7887.31 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3134, pruned_loss=0.07771, over 2474782.35 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06238, over 19495.89 utterances.], batch size: 122, lr: 3.65e-04
2022-08-27 01:15:40,746 INFO [train.py:927] (7/8) Epoch 10, batch 13600, giga_loss[loss=0.2729, simple_loss=0.3496, pruned_loss=0.09804, over 12464.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0299, over 55.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.08202, over 2473924.10 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06658, over 19036.55 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06228, over 2462050.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.05918, over 7887.11 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3176, pruned_loss=0.08159, over 2474469.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06655, over 19880.44 utterances.], batch size: 55, lr: 3.65e-04
2022-08-27 01:17:24,960 INFO [train.py:927] (7/8) Epoch 10, batch 13650, giga_loss[loss=0.2586, simple_loss=0.3384, pruned_loss=0.0894, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3239, pruned_loss=0.08779, over 2474125.57 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07582, over 20482.01 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2972, pruned_loss=0.06279, over 2462366.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.05752, over 7845.48 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.324, pruned_loss=0.08783, over 2474732.39 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07615, over 21652.24 utterances.], batch size: 75, lr: 3.65e-04
2022-08-27 01:19:10,852 INFO [train.py:927] (7/8) Epoch 10, batch 13700, giga_loss[loss=0.2575, simple_loss=0.3303, pruned_loss=0.09237, over 12221.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03131, over 45.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08965, over 2474407.28 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07474, over 20439.57 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2975, pruned_loss=0.06301, over 2462900.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05595, over 7823.24 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3269, pruned_loss=0.09032, over 2474780.24 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07578, over 21811.33 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:20:58,174 INFO [train.py:927] (7/8) Epoch 10, batch 13750, giga_loss[loss=0.3184, simple_loss=0.3695, pruned_loss=0.1336, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07789, over 213.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3282, pruned_loss=0.09262, over 2473459.92 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08678, over 21668.27 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.298, pruned_loss=0.06352, over 2462770.02 frames. utt_duration=1260 frames, utt_pad_proportion=0.0554, over 7827.66 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3289, pruned_loss=0.09321, over 2474086.00 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08735, over 23014.39 utterances.], batch size: 213, lr: 3.65e-04
2022-08-27 01:22:43,498 INFO [train.py:927] (7/8) Epoch 10, batch 13800, libri_loss[loss=0.2151, simple_loss=0.2911, pruned_loss=0.0696, over 12403.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004969, over 34.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.331, pruned_loss=0.09418, over 2473420.61 frames. utt_duration=455 frames, utt_pad_proportion=0.08709, over 21812.27 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.06426, over 2463415.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.05849, over 7897.36 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09492, over 2473657.98 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08686, over 23279.38 utterances.], batch size: 34, lr: 3.65e-04
2022-08-27 01:24:26,215 INFO [train.py:927] (7/8) Epoch 10, batch 13850, giga_loss[loss=0.2458, simple_loss=0.3243, pruned_loss=0.08368, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03089, over 42.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3298, pruned_loss=0.09292, over 2474032.71 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08983, over 22612.89 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2987, pruned_loss=0.06461, over 2463780.33 frames. utt_duration=1252 frames, utt_pad_proportion=0.05735, over 7881.06 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3311, pruned_loss=0.09384, over 2474118.96 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08999, over 24110.25 utterances.], batch size: 42, lr: 3.65e-04
2022-08-27 01:26:09,784 INFO [train.py:927] (7/8) Epoch 10, batch 13900, giga_loss[loss=0.2339, simple_loss=0.3214, pruned_loss=0.07322, over 12441.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04138, over 146.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3275, pruned_loss=0.08952, over 2474247.29 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08166, over 21960.96 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.06484, over 2463953.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.05575, over 7848.15 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3297, pruned_loss=0.09102, over 2474524.01 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08308, over 23740.64 utterances.], batch size: 146, lr: 3.65e-04
2022-08-27 01:27:55,554 INFO [train.py:927] (7/8) Epoch 10, batch 13950, giga_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07022, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03217, over 45.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08652, over 2473973.89 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0798, over 21708.09 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2989, pruned_loss=0.06516, over 2464069.90 frames. utt_duration=1257 frames, utt_pad_proportion=0.05558, over 7851.23 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3264, pruned_loss=0.08806, over 2474363.46 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08139, over 23507.80 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:29:35,738 INFO [train.py:927] (7/8) Epoch 10, batch 14000, giga_loss[loss=0.2245, simple_loss=0.3103, pruned_loss=0.06935, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03642, over 40.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3223, pruned_loss=0.08541, over 2474050.23 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07336, over 20757.11 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.0651, over 2464041.32 frames. utt_duration=1263 frames, utt_pad_proportion=0.05437, over 7814.11 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3253, pruned_loss=0.08726, over 2474678.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07568, over 22597.41 utterances.], batch size: 40, lr: 3.65e-04
2022-08-27 01:31:31,085 INFO [train.py:927] (7/8) Epoch 10, batch 14050, giga_loss[loss=0.2446, simple_loss=0.3368, pruned_loss=0.07622, over 12363.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3216, pruned_loss=0.08439, over 2474033.53 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07143, over 20393.65 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2989, pruned_loss=0.06549, over 2464065.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05775, over 7883.61 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3238, pruned_loss=0.08569, over 2474597.96 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07252, over 21897.64 utterances.], batch size: 62, lr: 3.65e-04
2022-08-27 01:33:17,826 INFO [train.py:927] (7/8) Epoch 10, batch 14100, giga_loss[loss=0.2252, simple_loss=0.3039, pruned_loss=0.07326, over 12428.00 frames. utt_duration=514 frames, utt_pad_proportion=0.02648, over 97.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3233, pruned_loss=0.08309, over 2474717.08 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06836, over 19959.36 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.06605, over 2464400.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06142, over 7964.43 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3249, pruned_loss=0.08401, over 2475091.52 frames. utt_duration=465 frames, utt_pad_proportion=0.0682, over 21357.59 utterances.], batch size: 97, lr: 3.65e-04
2022-08-27 01:35:01,958 INFO [train.py:927] (7/8) Epoch 10, batch 14150, giga_loss[loss=0.2367, simple_loss=0.317, pruned_loss=0.07817, over 12389.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3221, pruned_loss=0.08296, over 2474675.17 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06675, over 19733.44 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06604, over 2464348.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.06075, over 7922.49 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3242, pruned_loss=0.08398, over 2475179.84 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06699, over 21078.92 utterances.], batch size: 97, lr: 3.65e-04
2022-08-27 01:36:44,360 INFO [train.py:927] (7/8) Epoch 10, batch 14200, giga_loss[loss=0.2016, simple_loss=0.2794, pruned_loss=0.06186, over 12245.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.0366, over 28.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3197, pruned_loss=0.08244, over 2474454.31 frames. utt_duration=509 frames, utt_pad_proportion=0.0683, over 19500.51 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06622, over 2464413.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.06365, over 7968.26 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.322, pruned_loss=0.08354, over 2475087.36 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06737, over 20853.16 utterances.], batch size: 28, lr: 3.65e-04
2022-08-27 01:38:29,737 INFO [train.py:927] (7/8) Epoch 10, batch 14250, giga_loss[loss=0.2048, simple_loss=0.3026, pruned_loss=0.05348, over 12384.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03087, over 104.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3186, pruned_loss=0.08211, over 2474172.86 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07412, over 20076.77 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2988, pruned_loss=0.06638, over 2464493.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.06206, over 7916.08 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3213, pruned_loss=0.08337, over 2474924.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07367, over 21595.54 utterances.], batch size: 104, lr: 3.65e-04
2022-08-27 01:40:13,522 INFO [train.py:927] (7/8) Epoch 10, batch 14300, giga_loss[loss=0.2257, simple_loss=0.3083, pruned_loss=0.07154, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3177, pruned_loss=0.08091, over 2474501.61 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07556, over 19701.95 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06638, over 2464881.21 frames. utt_duration=1250 frames, utt_pad_proportion=0.06117, over 7895.83 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3204, pruned_loss=0.08219, over 2474919.56 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0755, over 21140.72 utterances.], batch size: 113, lr: 3.65e-04
2022-08-27 01:41:56,224 INFO [train.py:927] (7/8) Epoch 10, batch 14350, giga_loss[loss=0.212, simple_loss=0.2913, pruned_loss=0.06633, over 12371.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03419, over 80.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3155, pruned_loss=0.07991, over 2474256.46 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07191, over 19410.92 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2985, pruned_loss=0.06647, over 2464923.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.06155, over 7909.74 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3179, pruned_loss=0.08098, over 2474629.98 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07201, over 20631.45 utterances.], batch size: 80, lr: 3.65e-04
2022-08-27 01:43:38,967 INFO [train.py:927] (7/8) Epoch 10, batch 14400, giga_loss[loss=0.2854, simple_loss=0.3494, pruned_loss=0.1107, over 12439.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03849, over 123.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3152, pruned_loss=0.08052, over 2474386.59 frames. utt_duration=515.5 frames, utt_pad_proportion=0.0705, over 19252.31 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2983, pruned_loss=0.06642, over 2464861.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.06089, over 7877.80 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3176, pruned_loss=0.08164, over 2474915.32 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07095, over 20460.42 utterances.], batch size: 123, lr: 3.65e-04
2022-08-27 01:45:22,516 INFO [train.py:927] (7/8) Epoch 10, batch 14450, giga_loss[loss=0.2258, simple_loss=0.3023, pruned_loss=0.07468, over 12339.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02732, over 74.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.0799, over 2474006.41 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07085, over 19491.72 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2984, pruned_loss=0.06664, over 2464798.03 frames. utt_duration=1251 frames, utt_pad_proportion=0.06111, over 7887.57 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08077, over 2474580.75 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07112, over 20589.63 utterances.], batch size: 74, lr: 3.64e-04
2022-08-27 01:47:05,070 INFO [train.py:927] (7/8) Epoch 10, batch 14500, giga_loss[loss=0.2117, simple_loss=0.3063, pruned_loss=0.05859, over 12434.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.02848, over 75.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3133, pruned_loss=0.08016, over 2474167.91 frames. utt_duration=503 frames, utt_pad_proportion=0.07215, over 19732.68 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2983, pruned_loss=0.06695, over 2464816.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.06471, over 7925.53 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08091, over 2474875.04 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07107, over 20894.29 utterances.], batch size: 75, lr: 3.64e-04
2022-08-27 01:48:44,839 INFO [train.py:927] (7/8) Epoch 10, batch 14550, libri_loss[loss=0.2141, simple_loss=0.2906, pruned_loss=0.06882, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005686, over 33.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.313, pruned_loss=0.07923, over 2474190.84 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06894, over 19418.22 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2985, pruned_loss=0.06713, over 2464979.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06421, over 7927.34 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3148, pruned_loss=0.07995, over 2474844.27 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06849, over 20612.36 utterances.], batch size: 33, lr: 3.64e-04
2022-08-27 01:50:29,474 INFO [train.py:927] (7/8) Epoch 10, batch 14600, giga_loss[loss=0.2185, simple_loss=0.299, pruned_loss=0.06902, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3128, pruned_loss=0.07928, over 2473895.35 frames. utt_duration=511.3 frames, utt_pad_proportion=0.0723, over 19406.80 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2986, pruned_loss=0.06772, over 2464699.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.06699, over 7940.14 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08004, over 2475254.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07082, over 21083.43 utterances.], batch size: 31, lr: 3.64e-04
2022-08-27 01:52:13,990 INFO [train.py:927] (7/8) Epoch 10, batch 14650, giga_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.0783, over 12354.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08281, over 2474106.05 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07338, over 20492.46 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2987, pruned_loss=0.068, over 2464655.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.06546, over 7923.10 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.319, pruned_loss=0.08353, over 2475476.58 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07272, over 22178.32 utterances.], batch size: 70, lr: 3.64e-04
2022-08-27 01:53:56,665 INFO [train.py:927] (7/8) Epoch 10, batch 14700, giga_loss[loss=0.2377, simple_loss=0.3156, pruned_loss=0.07992, over 12320.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03593, over 62.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.08373, over 2474833.46 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07613, over 20648.37 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2987, pruned_loss=0.06815, over 2464990.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.06344, over 7894.82 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.0847, over 2475985.40 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07616, over 22496.70 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 01:55:47,924 INFO [train.py:927] (7/8) Epoch 10, batch 14750, giga_loss[loss=0.2397, simple_loss=0.3082, pruned_loss=0.08559, over 12397.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06424, over 183.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08327, over 2474201.96 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07335, over 20042.41 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2988, pruned_loss=0.0683, over 2464807.13 frames. utt_duration=1249 frames, utt_pad_proportion=0.06317, over 7903.97 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3178, pruned_loss=0.08418, over 2475458.04 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07371, over 21721.51 utterances.], batch size: 183, lr: 3.64e-04
2022-08-27 01:57:33,878 INFO [train.py:927] (7/8) Epoch 10, batch 14800, giga_loss[loss=0.1945, simple_loss=0.2757, pruned_loss=0.05665, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08083, over 2473561.27 frames. utt_duration=507 frames, utt_pad_proportion=0.07006, over 19570.85 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2997, pruned_loss=0.06845, over 2464868.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06217, over 7892.95 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.08167, over 2474667.68 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07095, over 21116.73 utterances.], batch size: 37, lr: 3.64e-04
2022-08-27 01:59:22,613 INFO [train.py:927] (7/8) Epoch 10, batch 14850, giga_loss[loss=0.2082, simple_loss=0.297, pruned_loss=0.05975, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3129, pruned_loss=0.07964, over 2473704.17 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06975, over 19867.13 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06866, over 2464778.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.06127, over 7880.59 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3141, pruned_loss=0.08037, over 2474868.44 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07086, over 21376.84 utterances.], batch size: 70, lr: 3.64e-04
2022-08-27 02:01:04,208 INFO [train.py:927] (7/8) Epoch 10, batch 14900, giga_loss[loss=0.2218, simple_loss=0.3076, pruned_loss=0.06803, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03257, over 58.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3135, pruned_loss=0.08068, over 2474379.74 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06823, over 19906.40 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3004, pruned_loss=0.06925, over 2464881.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05976, over 7875.50 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3143, pruned_loss=0.08116, over 2475557.91 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06985, over 21571.98 utterances.], batch size: 58, lr: 3.64e-04
2022-08-27 02:02:54,765 INFO [train.py:927] (7/8) Epoch 10, batch 14950, giga_loss[loss=0.2583, simple_loss=0.3389, pruned_loss=0.08887, over 12386.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0713, over 212.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3172, pruned_loss=0.08132, over 2473921.39 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06645, over 19635.89 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06939, over 2464669.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05929, over 7863.79 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.318, pruned_loss=0.08167, over 2475133.54 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06803, over 21065.13 utterances.], batch size: 212, lr: 3.64e-04
2022-08-27 02:04:40,047 INFO [train.py:927] (7/8) Epoch 10, batch 15000, giga_loss[loss=0.2777, simple_loss=0.3459, pruned_loss=0.1048, over 12422.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3205, pruned_loss=0.08275, over 2474321.12 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07108, over 20359.69 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3008, pruned_loss=0.06978, over 2465002.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06286, over 7932.86 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.321, pruned_loss=0.08283, over 2475091.48 frames. utt_duration=460 frames, utt_pad_proportion=0.07086, over 21588.72 utterances.], batch size: 213, lr: 3.64e-04
2022-08-27 02:04:40,048 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 02:04:55,009 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1928, simple_loss=0.3148, pruned_loss=0.03538, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 02:06:38,784 INFO [train.py:927] (7/8) Epoch 10, batch 15050, giga_loss[loss=0.253, simple_loss=0.3216, pruned_loss=0.09219, over 12477.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03446, over 43.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3207, pruned_loss=0.08313, over 2473425.78 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06753, over 19910.33 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3004, pruned_loss=0.06953, over 2464433.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.06181, over 7888.04 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3219, pruned_loss=0.08369, over 2474755.77 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06793, over 21203.63 utterances.], batch size: 43, lr: 3.64e-04
2022-08-27 02:08:23,743 INFO [train.py:927] (7/8) Epoch 10, batch 15100, libri_loss[loss=0.2247, simple_loss=0.3029, pruned_loss=0.07326, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01572, over 41.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3192, pruned_loss=0.08256, over 2473806.85 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06226, over 19161.14 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3003, pruned_loss=0.06968, over 2464448.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.06037, over 7864.85 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.321, pruned_loss=0.08337, over 2475210.86 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06347, over 20658.41 utterances.], batch size: 41, lr: 3.64e-04
2022-08-27 02:10:07,124 INFO [train.py:927] (7/8) Epoch 10, batch 15150, giga_loss[loss=0.2163, simple_loss=0.2968, pruned_loss=0.0679, over 12398.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03462, over 113.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3172, pruned_loss=0.08202, over 2473503.69 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05929, over 18905.22 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3001, pruned_loss=0.06966, over 2464089.66 frames. utt_duration=1258 frames, utt_pad_proportion=0.05963, over 7845.27 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08296, over 2475173.17 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06073, over 20371.95 utterances.], batch size: 113, lr: 3.64e-04
2022-08-27 02:11:51,829 INFO [train.py:927] (7/8) Epoch 10, batch 15200, giga_loss[loss=0.2783, simple_loss=0.3483, pruned_loss=0.1042, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08214, over 2473832.07 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06291, over 19302.56 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2996, pruned_loss=0.06936, over 2464393.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05889, over 7811.57 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08337, over 2475060.30 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06408, over 20700.77 utterances.], batch size: 212, lr: 3.64e-04
2022-08-27 02:13:36,586 INFO [train.py:927] (7/8) Epoch 10, batch 15250, giga_loss[loss=0.2407, simple_loss=0.3179, pruned_loss=0.08173, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3147, pruned_loss=0.08202, over 2473433.65 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06697, over 19479.95 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2994, pruned_loss=0.06931, over 2464181.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05781, over 7789.58 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08335, over 2474805.95 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06808, over 20883.21 utterances.], batch size: 91, lr: 3.64e-04
2022-08-27 02:15:18,147 INFO [train.py:927] (7/8) Epoch 10, batch 15300, giga_loss[loss=0.2523, simple_loss=0.327, pruned_loss=0.08877, over 12391.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02944, over 97.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08172, over 2474429.81 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06881, over 19428.73 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2996, pruned_loss=0.06966, over 2464648.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.06167, over 7876.34 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08281, over 2475371.53 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06842, over 20775.30 utterances.], batch size: 97, lr: 3.64e-04
2022-08-27 02:17:00,222 INFO [train.py:927] (7/8) Epoch 10, batch 15350, giga_loss[loss=0.2638, simple_loss=0.3255, pruned_loss=0.1011, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3159, pruned_loss=0.08233, over 2474811.71 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07092, over 20152.39 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2997, pruned_loss=0.06965, over 2464840.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.06071, over 7864.89 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08343, over 2475555.22 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07092, over 21449.03 utterances.], batch size: 182, lr: 3.64e-04
2022-08-27 02:18:43,370 INFO [train.py:927] (7/8) Epoch 10, batch 15400, giga_loss[loss=0.2258, simple_loss=0.3228, pruned_loss=0.06442, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.08183, over 2474456.91 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07286, over 20714.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2997, pruned_loss=0.06965, over 2464840.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.06071, over 7864.89 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3197, pruned_loss=0.08269, over 2475035.59 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07276, over 21723.94 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 02:20:28,277 INFO [train.py:927] (7/8) Epoch 10, batch 15450, giga_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.08966, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3211, pruned_loss=0.08386, over 2473452.69 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07551, over 20985.75 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2998, pruned_loss=0.06976, over 2464957.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05961, over 7843.60 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08473, over 2473988.06 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07578, over 22094.75 utterances.], batch size: 91, lr: 3.64e-04
2022-08-27 02:22:13,216 INFO [train.py:927] (7/8) Epoch 10, batch 15500, giga_loss[loss=0.2185, simple_loss=0.2901, pruned_loss=0.07344, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03487, over 40.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3234, pruned_loss=0.08641, over 2474475.18 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07515, over 21384.76 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2996, pruned_loss=0.06966, over 2464800.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05904, over 7828.96 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3251, pruned_loss=0.08737, over 2475152.31 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0756, over 22443.14 utterances.], batch size: 40, lr: 3.64e-04
2022-08-27 02:23:55,678 INFO [train.py:927] (7/8) Epoch 10, batch 15550, giga_loss[loss=0.2557, simple_loss=0.329, pruned_loss=0.09121, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3217, pruned_loss=0.08518, over 2474471.43 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07487, over 21987.04 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2989, pruned_loss=0.06932, over 2464739.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05833, over 7792.63 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08653, over 2475236.72 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07551, over 23099.93 utterances.], batch size: 105, lr: 3.64e-04
2022-08-27 02:25:41,059 INFO [train.py:927] (7/8) Epoch 10, batch 15600, giga_loss[loss=0.2591, simple_loss=0.3467, pruned_loss=0.08576, over 12410.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03263, over 122.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3232, pruned_loss=0.08452, over 2473640.50 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07509, over 21731.06 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2994, pruned_loss=0.06945, over 2464925.69 frames. utt_duration=1272 frames, utt_pad_proportion=0.05679, over 7762.80 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3255, pruned_loss=0.08605, over 2474401.28 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07623, over 23156.77 utterances.], batch size: 122, lr: 3.64e-04
2022-08-27 02:27:23,592 INFO [train.py:927] (7/8) Epoch 10, batch 15650, giga_loss[loss=0.2186, simple_loss=0.3066, pruned_loss=0.06534, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02578, over 45.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3224, pruned_loss=0.0836, over 2474140.43 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07522, over 21658.66 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2993, pruned_loss=0.06942, over 2464897.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.05656, over 7758.98 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3243, pruned_loss=0.08488, over 2474796.12 frames. utt_duration=435 frames, utt_pad_proportion=0.07621, over 22835.95 utterances.], batch size: 45, lr: 3.64e-04
2022-08-27 02:29:07,573 INFO [train.py:927] (7/8) Epoch 10, batch 15700, giga_loss[loss=0.2559, simple_loss=0.3298, pruned_loss=0.09093, over 12360.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3207, pruned_loss=0.08331, over 2474515.20 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07145, over 20940.02 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2996, pruned_loss=0.06969, over 2465168.19 frames. utt_duration=1274 frames, utt_pad_proportion=0.05588, over 7749.61 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3223, pruned_loss=0.08428, over 2474908.80 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07274, over 22064.52 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 02:30:53,352 INFO [train.py:927] (7/8) Epoch 10, batch 15750, giga_loss[loss=0.2367, simple_loss=0.3121, pruned_loss=0.08064, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3187, pruned_loss=0.0832, over 2475428.35 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07204, over 21146.86 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2998, pruned_loss=0.06984, over 2465385.86 frames. utt_duration=1276 frames, utt_pad_proportion=0.05541, over 7740.51 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3202, pruned_loss=0.08407, over 2475725.15 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07328, over 22295.13 utterances.], batch size: 133, lr: 3.64e-04
2022-08-27 02:32:33,458 INFO [train.py:927] (7/8) Epoch 10, batch 15800, giga_loss[loss=0.2622, simple_loss=0.3341, pruned_loss=0.09515, over 12445.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03621, over 133.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08304, over 2474895.64 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07778, over 21619.55 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2995, pruned_loss=0.06981, over 2465118.56 frames. utt_duration=1281 frames, utt_pad_proportion=0.05419, over 7703.75 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.0841, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 133, lr: 3.64e-04
2022-08-27 02:34:13,504 INFO [train.py:927] (7/8) Epoch 10, batch 15850, giga_loss[loss=0.2115, simple_loss=0.3036, pruned_loss=0.05969, over 12325.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03251, over 85.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08021, over 2474707.25 frames. utt_duration=458 frames, utt_pad_proportion=0.08002, over 21682.97 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3, pruned_loss=0.07001, over 2465466.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05741, over 7779.63 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08117, over 2475247.13 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07997, over 23022.76 utterances.], batch size: 85, lr: 3.63e-04
2022-08-27 02:36:01,341 INFO [train.py:927] (7/8) Epoch 10, batch 15900, giga_loss[loss=0.2471, simple_loss=0.3125, pruned_loss=0.0908, over 12352.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3128, pruned_loss=0.07926, over 2474976.12 frames. utt_duration=457 frames, utt_pad_proportion=0.08007, over 21730.07 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2996, pruned_loss=0.06983, over 2465313.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05658, over 7760.22 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08035, over 2475684.79 frames. utt_duration=431 frames, utt_pad_proportion=0.08043, over 23053.34 utterances.], batch size: 58, lr: 3.63e-04
2022-08-27 02:37:43,213 INFO [train.py:927] (7/8) Epoch 10, batch 15950, giga_loss[loss=0.2114, simple_loss=0.2898, pruned_loss=0.0665, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03747, over 37.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3116, pruned_loss=0.07922, over 2475792.58 frames. utt_duration=469 frames, utt_pad_proportion=0.07871, over 21179.84 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3005, pruned_loss=0.07054, over 2465915.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.06365, over 7895.14 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3127, pruned_loss=0.07979, over 2476193.82 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07719, over 22613.53 utterances.], batch size: 37, lr: 3.63e-04
2022-08-27 02:39:25,306 INFO [train.py:927] (7/8) Epoch 10, batch 16000, giga_loss[loss=0.2417, simple_loss=0.3244, pruned_loss=0.07947, over 12430.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08035, over 2474878.29 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07745, over 21098.92 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3006, pruned_loss=0.07081, over 2465859.15 frames. utt_duration=1247 frames, utt_pad_proportion=0.06312, over 7918.06 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.315, pruned_loss=0.08092, over 2475613.72 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0767, over 22725.07 utterances.], batch size: 86, lr: 3.63e-04
2022-08-27 02:41:09,177 INFO [train.py:927] (7/8) Epoch 10, batch 16050, giga_loss[loss=0.2501, simple_loss=0.3192, pruned_loss=0.09048, over 12339.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03069, over 70.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3138, pruned_loss=0.08033, over 2475274.07 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07351, over 20963.06 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3003, pruned_loss=0.07082, over 2465673.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.06206, over 7895.43 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08098, over 2476246.20 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07357, over 22566.79 utterances.], batch size: 70, lr: 3.63e-04
2022-08-27 02:42:52,857 INFO [train.py:927] (7/8) Epoch 10, batch 16100, giga_loss[loss=0.2307, simple_loss=0.3178, pruned_loss=0.07178, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03699, over 86.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3154, pruned_loss=0.08127, over 2474976.52 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06925, over 20544.05 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3, pruned_loss=0.07074, over 2465789.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.06171, over 7890.74 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08205, over 2475853.56 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06978, over 22093.95 utterances.], batch size: 86, lr: 3.63e-04
2022-08-27 02:44:36,661 INFO [train.py:927] (7/8) Epoch 10, batch 16150, giga_loss[loss=0.2257, simple_loss=0.3072, pruned_loss=0.07214, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03274, over 80.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08165, over 2475523.66 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07147, over 20419.18 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3, pruned_loss=0.07072, over 2466371.66 frames. utt_duration=1259 frames, utt_pad_proportion=0.05961, over 7845.48 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.08273, over 2476082.66 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07253, over 22219.71 utterances.], batch size: 80, lr: 3.63e-04
2022-08-27 02:46:29,731 INFO [train.py:927] (7/8) Epoch 10, batch 16200, giga_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07958, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02583, over 45.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3169, pruned_loss=0.08216, over 2475326.33 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07896, over 20947.56 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3005, pruned_loss=0.07103, over 2466536.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06356, over 7923.37 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.0829, over 2475739.06 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07818, over 22466.51 utterances.], batch size: 45, lr: 3.63e-04
2022-08-27 02:48:14,634 INFO [train.py:927] (7/8) Epoch 10, batch 16250, giga_loss[loss=0.2431, simple_loss=0.3173, pruned_loss=0.08446, over 12391.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3168, pruned_loss=0.08044, over 2475438.04 frames. utt_duration=489.2 frames, utt_pad_proportion=0.0718, over 20298.50 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3001, pruned_loss=0.07063, over 2466384.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.06187, over 7883.15 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.319, pruned_loss=0.08179, over 2476269.00 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07231, over 22038.15 utterances.], batch size: 146, lr: 3.63e-04
2022-08-27 02:49:59,801 INFO [train.py:927] (7/8) Epoch 10, batch 16300, giga_loss[loss=0.216, simple_loss=0.3027, pruned_loss=0.06462, over 12424.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08121, over 2475762.93 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07203, over 20586.15 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3004, pruned_loss=0.0708, over 2466363.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.06102, over 7871.61 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3186, pruned_loss=0.08231, over 2476613.88 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07277, over 22206.36 utterances.], batch size: 62, lr: 3.63e-04
2022-08-27 02:51:39,934 INFO [train.py:927] (7/8) Epoch 10, batch 16350, giga_loss[loss=0.2218, simple_loss=0.2947, pruned_loss=0.07451, over 12281.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03814, over 51.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3149, pruned_loss=0.08097, over 2475247.88 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07965, over 20985.53 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3, pruned_loss=0.07068, over 2466420.69 frames. utt_duration=1262 frames, utt_pad_proportion=0.05949, over 7825.78 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3171, pruned_loss=0.08226, over 2476164.06 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08027, over 22722.30 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 02:53:23,198 INFO [train.py:927] (7/8) Epoch 10, batch 16400, libri_loss[loss=0.2759, simple_loss=0.3291, pruned_loss=0.1114, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009123, over 39.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3147, pruned_loss=0.08204, over 2474985.89 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08502, over 21909.81 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2998, pruned_loss=0.07086, over 2466363.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05855, over 7794.47 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3169, pruned_loss=0.08316, over 2475973.83 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08558, over 23636.71 utterances.], batch size: 39, lr: 3.63e-04
2022-08-27 02:55:05,636 INFO [train.py:927] (7/8) Epoch 10, batch 16450, giga_loss[loss=0.309, simple_loss=0.3668, pruned_loss=0.1255, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05531, over 162.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3154, pruned_loss=0.08267, over 2474656.13 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07982, over 21106.41 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2997, pruned_loss=0.07088, over 2466562.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05841, over 7794.68 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3176, pruned_loss=0.08379, over 2475464.90 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08088, over 22783.84 utterances.], batch size: 162, lr: 3.63e-04
2022-08-27 02:56:47,011 INFO [train.py:927] (7/8) Epoch 10, batch 16500, giga_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.08037, over 12359.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3162, pruned_loss=0.08344, over 2475090.17 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08184, over 21602.70 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3001, pruned_loss=0.07115, over 2466684.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05745, over 7801.57 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3181, pruned_loss=0.08443, over 2475853.53 frames. utt_duration=426 frames, utt_pad_proportion=0.08307, over 23325.43 utterances.], batch size: 85, lr: 3.63e-04
2022-08-27 02:58:30,572 INFO [train.py:927] (7/8) Epoch 10, batch 16550, giga_loss[loss=0.2575, simple_loss=0.3286, pruned_loss=0.09322, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3175, pruned_loss=0.08481, over 2474931.25 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0823, over 21986.58 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2999, pruned_loss=0.07112, over 2466584.67 frames. utt_duration=1257 frames, utt_pad_proportion=0.06139, over 7858.33 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3194, pruned_loss=0.08583, over 2475775.89 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08218, over 23545.11 utterances.], batch size: 146, lr: 3.63e-04
2022-08-27 03:00:18,104 INFO [train.py:927] (7/8) Epoch 10, batch 16600, giga_loss[loss=0.2667, simple_loss=0.3339, pruned_loss=0.09975, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3191, pruned_loss=0.08541, over 2474944.66 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08226, over 21601.52 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3007, pruned_loss=0.07142, over 2466943.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.06038, over 7851.19 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.08621, over 2475431.88 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08259, over 23094.03 utterances.], batch size: 133, lr: 3.63e-04
2022-08-27 03:02:02,050 INFO [train.py:927] (7/8) Epoch 10, batch 16650, giga_loss[loss=0.2633, simple_loss=0.3301, pruned_loss=0.09827, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03536, over 51.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3202, pruned_loss=0.08674, over 2474263.29 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08278, over 21734.25 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3011, pruned_loss=0.07184, over 2466902.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06693, over 7971.89 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3214, pruned_loss=0.08751, over 2474963.46 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08118, over 23330.18 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 03:03:45,061 INFO [train.py:927] (7/8) Epoch 10, batch 16700, giga_loss[loss=0.2349, simple_loss=0.3237, pruned_loss=0.0731, over 12322.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3196, pruned_loss=0.08577, over 2473929.75 frames. utt_duration=481 frames, utt_pad_proportion=0.08039, over 20634.55 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.301, pruned_loss=0.07189, over 2466900.34 frames. utt_duration=1245 frames, utt_pad_proportion=0.06515, over 7933.40 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3213, pruned_loss=0.0868, over 2474730.66 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07996, over 22375.52 utterances.], batch size: 48, lr: 3.63e-04
2022-08-27 03:05:37,267 INFO [train.py:927] (7/8) Epoch 10, batch 16750, giga_loss[loss=0.2257, simple_loss=0.3097, pruned_loss=0.07081, over 12341.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05246, over 34.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08514, over 2474061.82 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08386, over 21227.06 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3007, pruned_loss=0.07174, over 2466870.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.06374, over 7900.70 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.322, pruned_loss=0.08647, over 2474926.22 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08381, over 22996.30 utterances.], batch size: 34, lr: 3.63e-04
2022-08-27 03:07:20,521 INFO [train.py:927] (7/8) Epoch 10, batch 16800, giga_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.0627, over 12286.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03787, over 51.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08438, over 2473442.92 frames. utt_duration=471.3 frames, utt_pad_proportion=0.0799, over 21057.43 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3004, pruned_loss=0.07162, over 2466833.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.06302, over 7892.18 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.08571, over 2474248.97 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08044, over 22643.74 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 03:09:02,813 INFO [train.py:927] (7/8) Epoch 10, batch 16850, giga_loss[loss=0.244, simple_loss=0.3222, pruned_loss=0.08293, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08492, over 2472699.45 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08219, over 21402.34 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3008, pruned_loss=0.07173, over 2466457.34 frames. utt_duration=1255 frames, utt_pad_proportion=0.06156, over 7871.35 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08647, over 2473997.47 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0832, over 23281.80 utterances.], batch size: 98, lr: 3.63e-04
2022-08-27 03:10:47,555 INFO [train.py:927] (7/8) Epoch 10, batch 16900, giga_loss[loss=0.2424, simple_loss=0.3294, pruned_loss=0.07771, over 12314.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03657, over 62.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3204, pruned_loss=0.08605, over 2473503.62 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0768, over 21497.19 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3009, pruned_loss=0.07187, over 2466474.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.0604, over 7850.74 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08747, over 2474698.41 frames. utt_duration=426 frames, utt_pad_proportion=0.07847, over 23317.25 utterances.], batch size: 62, lr: 3.63e-04
2022-08-27 03:12:30,176 INFO [train.py:927] (7/8) Epoch 10, batch 16950, giga_loss[loss=0.2763, simple_loss=0.3402, pruned_loss=0.1062, over 12403.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0768, over 213.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3211, pruned_loss=0.08666, over 2473822.13 frames. utt_duration=456.5 frames, utt_pad_proportion=0.0765, over 21745.03 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.301, pruned_loss=0.07198, over 2466769.51 frames. utt_duration=1249 frames, utt_pad_proportion=0.06409, over 7912.23 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.08789, over 2474602.86 frames. utt_duration=426 frames, utt_pad_proportion=0.07693, over 23316.49 utterances.], batch size: 213, lr: 3.63e-04
2022-08-27 03:14:11,719 INFO [train.py:927] (7/8) Epoch 10, batch 17000, giga_loss[loss=0.2138, simple_loss=0.2983, pruned_loss=0.06463, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3206, pruned_loss=0.08641, over 2473634.31 frames. utt_duration=456.6 frames, utt_pad_proportion=0.08164, over 21739.84 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3006, pruned_loss=0.07189, over 2467091.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06621, over 7933.35 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08819, over 2474319.48 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0811, over 23662.76 utterances.], batch size: 80, lr: 3.63e-04
2022-08-27 03:15:51,024 INFO [train.py:927] (7/8) Epoch 10, batch 17050, giga_loss[loss=0.2421, simple_loss=0.3236, pruned_loss=0.08026, over 12352.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3199, pruned_loss=0.08542, over 2473882.14 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08266, over 21495.54 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3009, pruned_loss=0.07196, over 2467463.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06894, over 8019.76 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3225, pruned_loss=0.08725, over 2474312.65 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08159, over 23406.29 utterances.], batch size: 97, lr: 3.63e-04
2022-08-27 03:17:32,799 INFO [train.py:927] (7/8) Epoch 10, batch 17100, libri_loss[loss=0.2334, simple_loss=0.3146, pruned_loss=0.07615, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00672, over 33.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3204, pruned_loss=0.08568, over 2473344.11 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08468, over 21954.28 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3013, pruned_loss=0.07221, over 2467145.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.0703, over 8063.54 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3228, pruned_loss=0.08736, over 2474199.54 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08353, over 23886.83 utterances.], batch size: 33, lr: 3.63e-04
2022-08-27 03:19:17,043 INFO [train.py:927] (7/8) Epoch 10, batch 17150, giga_loss[loss=0.2199, simple_loss=0.2973, pruned_loss=0.07122, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02701, over 58.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3186, pruned_loss=0.08471, over 2473365.97 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08341, over 21585.69 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3012, pruned_loss=0.07212, over 2467276.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.07308, over 8106.79 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.08653, over 2474131.83 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23525.32 utterances.], batch size: 58, lr: 3.63e-04
2022-08-27 03:21:02,926 INFO [train.py:927] (7/8) Epoch 10, batch 17200, giga_loss[loss=0.2266, simple_loss=0.2972, pruned_loss=0.07799, over 12407.00 frames. utt_duration=478.6 frames, utt_pad_proportion=0.03122, over 104.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3139, pruned_loss=0.08235, over 2473586.69 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08287, over 21193.82 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3004, pruned_loss=0.07177, over 2467701.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.07093, over 8060.93 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3173, pruned_loss=0.08463, over 2474090.58 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08251, over 23363.37 utterances.], batch size: 104, lr: 3.63e-04
2022-08-27 03:22:49,761 INFO [train.py:927] (7/8) Epoch 10, batch 17250, libri_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06843, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02367, over 43.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.312, pruned_loss=0.08136, over 2473584.40 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07746, over 20523.71 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3005, pruned_loss=0.07177, over 2467756.46 frames. utt_duration=1230 frames, utt_pad_proportion=0.06934, over 8032.60 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3149, pruned_loss=0.08347, over 2474082.40 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07822, over 22646.13 utterances.], batch size: 43, lr: 3.62e-04
2022-08-27 03:24:35,018 INFO [train.py:927] (7/8) Epoch 10, batch 17300, giga_loss[loss=0.2142, simple_loss=0.3062, pruned_loss=0.06116, over 12394.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04791, over 161.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3108, pruned_loss=0.07921, over 2473673.24 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07522, over 20438.73 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3002, pruned_loss=0.07186, over 2467814.93 frames. utt_duration=1238 frames, utt_pad_proportion=0.06756, over 7982.29 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3139, pruned_loss=0.08109, over 2474198.63 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07669, over 22582.60 utterances.], batch size: 161, lr: 3.62e-04
2022-08-27 03:26:20,851 INFO [train.py:927] (7/8) Epoch 10, batch 17350, giga_loss[loss=0.2364, simple_loss=0.3236, pruned_loss=0.0746, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03428, over 105.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07622, over 2474452.10 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07414, over 21558.17 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3004, pruned_loss=0.07194, over 2467750.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.07147, over 8057.23 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3121, pruned_loss=0.07772, over 2475003.53 frames. utt_duration=425.3 frames, utt_pad_proportion=0.0742, over 23360.00 utterances.], batch size: 105, lr: 3.62e-04
2022-08-27 03:28:02,979 INFO [train.py:927] (7/8) Epoch 10, batch 17400, libri_loss[loss=0.2237, simple_loss=0.3096, pruned_loss=0.06896, over 12423.00 frames. utt_duration=957.1 frames, utt_pad_proportion=0.06894, over 52.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.308, pruned_loss=0.07348, over 2475539.43 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07254, over 22348.27 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3003, pruned_loss=0.07184, over 2467689.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.0711, over 8045.54 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.0748, over 2476134.86 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07281, over 23988.78 utterances.], batch size: 52, lr: 3.62e-04
2022-08-27 03:29:46,514 INFO [train.py:927] (7/8) Epoch 10, batch 17450, giga_loss[loss=0.2255, simple_loss=0.3117, pruned_loss=0.06966, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3085, pruned_loss=0.07225, over 2475549.34 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07405, over 23403.52 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3006, pruned_loss=0.07208, over 2467424.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.07516, over 8111.50 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.31, pruned_loss=0.07307, over 2476389.14 frames. utt_duration=400 frames, utt_pad_proportion=0.07293, over 24855.20 utterances.], batch size: 51, lr: 3.62e-04
2022-08-27 03:31:27,415 INFO [train.py:927] (7/8) Epoch 10, batch 17500, giga_loss[loss=0.1972, simple_loss=0.2919, pruned_loss=0.05127, over 12328.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3072, pruned_loss=0.0709, over 2476292.29 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07293, over 24145.91 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3005, pruned_loss=0.07197, over 2467648.21 frames. utt_duration=1222 frames, utt_pad_proportion=0.07432, over 8089.92 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3086, pruned_loss=0.07164, over 2476869.44 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07236, over 25539.46 utterances.], batch size: 58, lr: 3.62e-04
2022-08-27 03:33:10,003 INFO [train.py:927] (7/8) Epoch 10, batch 17550, giga_loss[loss=0.2148, simple_loss=0.3039, pruned_loss=0.06281, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04035, over 133.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3044, pruned_loss=0.06846, over 2476645.30 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06872, over 23412.88 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3, pruned_loss=0.07173, over 2467536.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.0727, over 8057.75 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3062, pruned_loss=0.0692, over 2477473.22 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06892, over 25000.20 utterances.], batch size: 133, lr: 3.62e-04
2022-08-27 03:34:52,368 INFO [train.py:927] (7/8) Epoch 10, batch 17600, giga_loss[loss=0.1997, simple_loss=0.2901, pruned_loss=0.05468, over 12407.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06332, over 183.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3018, pruned_loss=0.06646, over 2476678.26 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07432, over 24728.30 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2996, pruned_loss=0.07161, over 2467606.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.07198, over 8027.02 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3035, pruned_loss=0.0671, over 2477376.90 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07438, over 26225.17 utterances.], batch size: 183, lr: 3.62e-04
2022-08-27 03:36:36,504 INFO [train.py:927] (7/8) Epoch 10, batch 17650, giga_loss[loss=0.1973, simple_loss=0.2694, pruned_loss=0.06262, over 12345.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2005, over 367.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.0642, over 2476479.02 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07559, over 25065.20 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2998, pruned_loss=0.07159, over 2467334.13 frames. utt_duration=1235 frames, utt_pad_proportion=0.07069, over 7998.62 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2997, pruned_loss=0.06457, over 2477527.14 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0759, over 26731.09 utterances.], batch size: 367, lr: 3.62e-04
2022-08-27 03:38:20,354 INFO [train.py:927] (7/8) Epoch 10, batch 17700, giga_loss[loss=0.1915, simple_loss=0.2688, pruned_loss=0.05709, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1894, over 362.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2966, pruned_loss=0.06318, over 2476570.77 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07451, over 25272.69 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3, pruned_loss=0.07162, over 2467426.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.07023, over 7997.61 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06338, over 2477397.56 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07493, over 26747.05 utterances.], batch size: 362, lr: 3.62e-04
2022-08-27 03:40:15,293 INFO [train.py:927] (7/8) Epoch 10, batch 17750, giga_loss[loss=0.197, simple_loss=0.2966, pruned_loss=0.04872, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06248, over 2476800.64 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07571, over 25054.16 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07123, over 2467797.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06871, over 7962.04 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2974, pruned_loss=0.0626, over 2477544.17 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07643, over 27080.70 utterances.], batch size: 70, lr: 3.62e-04
2022-08-27 03:42:14,623 INFO [train.py:927] (7/8) Epoch 10, batch 17800, giga_loss[loss=0.2052, simple_loss=0.2952, pruned_loss=0.05765, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.0485, over 147.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2966, pruned_loss=0.06242, over 2476820.98 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07302, over 24441.84 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2986, pruned_loss=0.0711, over 2467789.06 frames. utt_duration=1247 frames, utt_pad_proportion=0.06748, over 7922.34 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.298, pruned_loss=0.06245, over 2477637.77 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07416, over 26488.32 utterances.], batch size: 147, lr: 3.62e-04
2022-08-27 03:44:11,443 INFO [train.py:927] (7/8) Epoch 10, batch 17850, giga_loss[loss=0.1992, simple_loss=0.284, pruned_loss=0.05725, over 12410.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05817, over 182.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06114, over 2476752.14 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07435, over 24629.47 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2987, pruned_loss=0.07118, over 2467716.96 frames. utt_duration=1246 frames, utt_pad_proportion=0.06699, over 7930.93 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.06089, over 2477660.59 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07535, over 26624.06 utterances.], batch size: 182, lr: 3.62e-04
2022-08-27 03:46:20,874 INFO [train.py:927] (7/8) Epoch 10, batch 17900, giga_loss[loss=0.2069, simple_loss=0.2805, pruned_loss=0.06668, over 12417.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09681, over 256.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2929, pruned_loss=0.05996, over 2477180.53 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07629, over 25488.27 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2989, pruned_loss=0.07127, over 2467569.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.07112, over 8008.21 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2935, pruned_loss=0.05959, over 2478136.28 frames. utt_duration=366.4 frames, utt_pad_proportion=0.0759, over 27153.35 utterances.], batch size: 256, lr: 3.62e-04
2022-08-27 03:48:15,408 INFO [train.py:927] (7/8) Epoch 10, batch 17950, giga_loss[loss=0.1943, simple_loss=0.2857, pruned_loss=0.05145, over 12361.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03228, over 51.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2915, pruned_loss=0.05902, over 2477318.46 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07228, over 24909.46 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07133, over 2467707.23 frames. utt_duration=1236 frames, utt_pad_proportion=0.07027, over 7994.16 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2918, pruned_loss=0.05852, over 2478072.75 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07241, over 26462.35 utterances.], batch size: 51, lr: 3.62e-04
2022-08-27 03:50:18,619 INFO [train.py:927] (7/8) Epoch 10, batch 18000, giga_loss[loss=0.209, simple_loss=0.2888, pruned_loss=0.0646, over 12393.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09782, over 256.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2932, pruned_loss=0.059, over 2477735.87 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07184, over 24903.11 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.07144, over 2467888.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.07398, over 8078.82 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.05832, over 2478299.80 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07088, over 26288.54 utterances.], batch size: 256, lr: 3.62e-04
2022-08-27 03:50:18,620 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 03:50:32,438 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1771, simple_loss=0.2879, pruned_loss=0.03309, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 03:52:43,784 INFO [train.py:927] (7/8) Epoch 10, batch 18050, giga_loss[loss=0.2303, simple_loss=0.3161, pruned_loss=0.07227, over 12346.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2919, pruned_loss=0.05838, over 2477545.65 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06848, over 24434.35 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.07148, over 2468095.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.07355, over 8081.30 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2916, pruned_loss=0.05758, over 2477973.51 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06797, over 25825.10 utterances.], batch size: 91, lr: 3.62e-04
2022-08-27 03:54:44,794 INFO [train.py:927] (7/8) Epoch 10, batch 18100, giga_loss[loss=0.2266, simple_loss=0.3259, pruned_loss=0.06365, over 12363.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05846, over 2477545.91 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06869, over 24430.44 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2992, pruned_loss=0.07148, over 2468023.58 frames. utt_duration=1229 frames, utt_pad_proportion=0.07178, over 8043.12 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.05741, over 2478237.58 frames. utt_duration=381.2 frames, utt_pad_proportion=0.0687, over 26093.04 utterances.], batch size: 62, lr: 3.62e-04
2022-08-27 03:56:45,230 INFO [train.py:927] (7/8) Epoch 10, batch 18150, giga_loss[loss=0.1747, simple_loss=0.2848, pruned_loss=0.03228, over 12324.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03249, over 70.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2962, pruned_loss=0.05791, over 2478142.39 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06648, over 24235.21 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2997, pruned_loss=0.07154, over 2468432.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.07115, over 8062.46 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2954, pruned_loss=0.05664, over 2478586.05 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06677, over 26014.47 utterances.], batch size: 70, lr: 3.62e-04
2022-08-27 03:58:49,635 INFO [train.py:927] (7/8) Epoch 10, batch 18200, libri_loss[loss=0.167, simple_loss=0.2422, pruned_loss=0.04593, over 12186.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03696, over 27.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2966, pruned_loss=0.05769, over 2477793.59 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06229, over 23287.31 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07145, over 2468433.45 frames. utt_duration=1226 frames, utt_pad_proportion=0.07079, over 8061.01 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2961, pruned_loss=0.05645, over 2478370.50 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06283, over 25057.82 utterances.], batch size: 27, lr: 3.62e-04
2022-08-27 04:01:13,337 INFO [train.py:927] (7/8) Epoch 10, batch 18250, giga_loss[loss=0.2165, simple_loss=0.3058, pruned_loss=0.06363, over 12468.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02416, over 80.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2956, pruned_loss=0.05791, over 2477756.20 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06227, over 23317.81 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07124, over 2468431.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.07007, over 8039.15 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2955, pruned_loss=0.05695, over 2478348.07 frames. utt_duration=398.6 frames, utt_pad_proportion=0.0629, over 24949.23 utterances.], batch size: 80, lr: 3.62e-04
2022-08-27 04:03:15,994 INFO [train.py:927] (7/8) Epoch 10, batch 18300, libri_loss[loss=0.2217, simple_loss=0.3132, pruned_loss=0.06516, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0137, over 40.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2926, pruned_loss=0.05701, over 2478217.72 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06123, over 22981.76 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2989, pruned_loss=0.07123, over 2468642.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06881, over 8012.18 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2926, pruned_loss=0.05586, over 2478754.40 frames. utt_duration=402 frames, utt_pad_proportion=0.06212, over 24735.28 utterances.], batch size: 40, lr: 3.62e-04
2022-08-27 04:05:23,928 INFO [train.py:927] (7/8) Epoch 10, batch 18350, giga_loss[loss=0.2007, simple_loss=0.3013, pruned_loss=0.05, over 12462.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03268, over 105.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2907, pruned_loss=0.05622, over 2478158.19 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06033, over 22959.81 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07127, over 2468672.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06862, over 8019.80 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2905, pruned_loss=0.05501, over 2478716.05 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06113, over 24608.29 utterances.], batch size: 105, lr: 3.62e-04
2022-08-27 04:07:24,742 INFO [train.py:927] (7/8) Epoch 10, batch 18400, giga_loss[loss=0.1948, simple_loss=0.2712, pruned_loss=0.05917, over 12399.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05681, over 2477277.92 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06025, over 22639.30 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2979, pruned_loss=0.07053, over 2468465.09 frames. utt_duration=1243 frames, utt_pad_proportion=0.06668, over 7954.16 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2925, pruned_loss=0.05597, over 2478220.21 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06141, over 24556.10 utterances.], batch size: 122, lr: 3.62e-04
2022-08-27 04:09:22,044 INFO [train.py:927] (7/8) Epoch 10, batch 18450, giga_loss[loss=0.1968, simple_loss=0.2795, pruned_loss=0.05704, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03362, over 42.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2911, pruned_loss=0.05731, over 2477394.64 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06059, over 23070.59 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2976, pruned_loss=0.07041, over 2468570.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.06605, over 7943.81 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2917, pruned_loss=0.05657, over 2478171.45 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06166, over 24817.95 utterances.], batch size: 42, lr: 3.62e-04
2022-08-27 04:11:33,445 INFO [train.py:927] (7/8) Epoch 10, batch 18500, giga_loss[loss=0.1956, simple_loss=0.2946, pruned_loss=0.04835, over 12403.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05766, over 2477341.22 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06294, over 23083.03 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2979, pruned_loss=0.07068, over 2468670.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.06554, over 7932.40 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2928, pruned_loss=0.05673, over 2477939.02 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06379, over 24600.97 utterances.], batch size: 105, lr: 3.62e-04
2022-08-27 04:13:52,914 INFO [train.py:927] (7/8) Epoch 10, batch 18550, giga_loss[loss=0.2098, simple_loss=0.2922, pruned_loss=0.06369, over 12448.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04876, over 161.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05746, over 2478195.11 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06405, over 23601.01 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2982, pruned_loss=0.07089, over 2468685.64 frames. utt_duration=1236 frames, utt_pad_proportion=0.0685, over 8000.80 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2918, pruned_loss=0.05633, over 2478806.67 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06388, over 25003.11 utterances.], batch size: 161, lr: 3.62e-04
2022-08-27 04:15:53,843 INFO [train.py:927] (7/8) Epoch 10, batch 18600, giga_loss[loss=0.2228, simple_loss=0.3102, pruned_loss=0.06772, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02532, over 79.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.05597, over 2478150.48 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06635, over 23865.80 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.298, pruned_loss=0.07076, over 2468775.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06743, over 7981.87 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.287, pruned_loss=0.05495, over 2478744.13 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06637, over 25274.58 utterances.], batch size: 79, lr: 3.62e-04
2022-08-27 04:17:50,127 INFO [train.py:927] (7/8) Epoch 10, batch 18650, giga_loss[loss=0.1839, simple_loss=0.264, pruned_loss=0.05191, over 12383.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1838, over 360.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05623, over 2477921.48 frames. utt_duration=418 frames, utt_pad_proportion=0.06472, over 23779.71 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2977, pruned_loss=0.07053, over 2468524.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06617, over 7952.70 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2875, pruned_loss=0.05529, over 2478796.72 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06514, over 25280.38 utterances.], batch size: 360, lr: 3.61e-04
2022-08-27 04:19:50,171 INFO [train.py:927] (7/8) Epoch 10, batch 18700, giga_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05779, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04453, over 146.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2867, pruned_loss=0.05569, over 2477722.00 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0674, over 24634.32 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2975, pruned_loss=0.07047, over 2468666.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.06489, over 7935.12 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2865, pruned_loss=0.05465, over 2478498.54 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06794, over 26218.26 utterances.], batch size: 146, lr: 3.61e-04
2022-08-27 04:22:03,822 INFO [train.py:927] (7/8) Epoch 10, batch 18750, giga_loss[loss=0.2204, simple_loss=0.3041, pruned_loss=0.0684, over 12438.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03094, over 98.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2855, pruned_loss=0.05537, over 2477919.92 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06631, over 24311.57 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2974, pruned_loss=0.07041, over 2468790.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.06534, over 7965.09 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2851, pruned_loss=0.05427, over 2478630.21 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06676, over 25926.41 utterances.], batch size: 98, lr: 3.61e-04
2022-08-27 04:24:13,115 INFO [train.py:927] (7/8) Epoch 10, batch 18800, giga_loss[loss=0.1958, simple_loss=0.2742, pruned_loss=0.05869, over 12356.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2862, pruned_loss=0.05564, over 2477732.85 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06695, over 24274.04 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.298, pruned_loss=0.07079, over 2468571.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06876, over 8033.68 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2852, pruned_loss=0.05412, over 2478675.34 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06634, over 25847.69 utterances.], batch size: 356, lr: 3.61e-04
2022-08-27 04:26:09,098 INFO [train.py:927] (7/8) Epoch 10, batch 18850, giga_loss[loss=0.1592, simple_loss=0.2543, pruned_loss=0.03201, over 12422.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.02818, over 122.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05595, over 2478218.12 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06569, over 24960.25 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2981, pruned_loss=0.07086, over 2468670.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06924, over 8058.51 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2851, pruned_loss=0.05464, over 2478914.42 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06516, over 26235.29 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:28:08,831 INFO [train.py:927] (7/8) Epoch 10, batch 18900, giga_loss[loss=0.2151, simple_loss=0.31, pruned_loss=0.06009, over 12332.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 91.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2886, pruned_loss=0.05587, over 2477878.57 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06623, over 24616.30 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07119, over 2469015.03 frames. utt_duration=1218 frames, utt_pad_proportion=0.06968, over 8117.27 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2869, pruned_loss=0.0542, over 2478332.47 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06562, over 25956.70 utterances.], batch size: 91, lr: 3.61e-04
2022-08-27 04:30:03,149 INFO [train.py:927] (7/8) Epoch 10, batch 18950, giga_loss[loss=0.2183, simple_loss=0.3022, pruned_loss=0.06724, over 12401.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02949, over 122.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2896, pruned_loss=0.05613, over 2477813.45 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06389, over 24332.49 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2987, pruned_loss=0.07113, over 2468971.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.06892, over 8115.12 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.0544, over 2478484.02 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06369, over 25862.46 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:32:03,955 INFO [train.py:927] (7/8) Epoch 10, batch 19000, giga_loss[loss=0.1632, simple_loss=0.2542, pruned_loss=0.03607, over 12399.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.288, pruned_loss=0.05548, over 2477643.15 frames. utt_duration=393 frames, utt_pad_proportion=0.06818, over 25293.77 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.07103, over 2469190.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.06812, over 8109.90 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2868, pruned_loss=0.05393, over 2478132.35 frames. utt_duration=371 frames, utt_pad_proportion=0.06802, over 26802.08 utterances.], batch size: 212, lr: 3.61e-04
2022-08-27 04:34:01,421 INFO [train.py:927] (7/8) Epoch 10, batch 19050, giga_loss[loss=0.1966, simple_loss=0.2826, pruned_loss=0.05531, over 12368.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.02995, over 97.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.287, pruned_loss=0.05542, over 2477906.02 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06627, over 24560.09 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2988, pruned_loss=0.07107, over 2469544.20 frames. utt_duration=1216 frames, utt_pad_proportion=0.06759, over 8132.10 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2855, pruned_loss=0.05381, over 2478170.07 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06638, over 26122.93 utterances.], batch size: 97, lr: 3.61e-04
2022-08-27 04:36:04,101 INFO [train.py:927] (7/8) Epoch 10, batch 19100, giga_loss[loss=0.178, simple_loss=0.2761, pruned_loss=0.03997, over 12401.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02663, over 58.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2884, pruned_loss=0.05578, over 2478071.96 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06604, over 24372.56 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2987, pruned_loss=0.0709, over 2469821.07 frames. utt_duration=1215 frames, utt_pad_proportion=0.0674, over 8139.36 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05432, over 2478211.85 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06623, over 25991.96 utterances.], batch size: 58, lr: 3.61e-04
2022-08-27 04:37:57,312 INFO [train.py:927] (7/8) Epoch 10, batch 19150, giga_loss[loss=0.2268, simple_loss=0.3241, pruned_loss=0.06478, over 12410.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2904, pruned_loss=0.05718, over 2477874.36 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06361, over 23670.18 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2987, pruned_loss=0.07071, over 2469398.94 frames. utt_duration=1218 frames, utt_pad_proportion=0.06613, over 8119.29 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.0558, over 2478600.74 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06427, over 25429.84 utterances.], batch size: 62, lr: 3.61e-04
2022-08-27 04:39:57,315 INFO [train.py:927] (7/8) Epoch 10, batch 19200, giga_loss[loss=0.2234, simple_loss=0.312, pruned_loss=0.06737, over 12447.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.03026, over 122.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.0577, over 2477426.94 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06615, over 23913.85 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2984, pruned_loss=0.07061, over 2469087.45 frames. utt_duration=1223 frames, utt_pad_proportion=0.0652, over 8084.17 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05646, over 2478401.03 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06677, over 25620.23 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:42:14,304 INFO [train.py:927] (7/8) Epoch 10, batch 19250, giga_loss[loss=0.2045, simple_loss=0.2972, pruned_loss=0.05592, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05917, over 182.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2912, pruned_loss=0.05837, over 2477326.78 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06964, over 24311.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2979, pruned_loss=0.07052, over 2468597.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06387, over 8058.40 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2907, pruned_loss=0.05688, over 2478929.98 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0703, over 26438.96 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:44:09,269 INFO [train.py:927] (7/8) Epoch 10, batch 19300, giga_loss[loss=0.1998, simple_loss=0.2877, pruned_loss=0.05602, over 12423.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05721, over 182.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05797, over 2477797.12 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07129, over 24969.93 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2975, pruned_loss=0.07035, over 2468735.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06243, over 8023.97 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2897, pruned_loss=0.0566, over 2479218.42 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07215, over 27169.11 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:46:14,410 INFO [train.py:927] (7/8) Epoch 10, batch 19350, giga_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.0731, over 12334.00 frames. utt_duration=625.6 frames, utt_pad_proportion=0.02557, over 79.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2882, pruned_loss=0.05779, over 2477009.55 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07055, over 24447.24 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2975, pruned_loss=0.07035, over 2468945.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06156, over 8020.44 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2878, pruned_loss=0.05649, over 2478106.65 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07159, over 26503.18 utterances.], batch size: 79, lr: 3.61e-04
2022-08-27 04:48:08,912 INFO [train.py:927] (7/8) Epoch 10, batch 19400, giga_loss[loss=0.2128, simple_loss=0.2896, pruned_loss=0.06797, over 12427.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06889, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2886, pruned_loss=0.05744, over 2477578.62 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06992, over 24328.99 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2977, pruned_loss=0.07054, over 2469103.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.0602, over 8012.09 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2878, pruned_loss=0.05579, over 2478616.41 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07128, over 26572.58 utterances.], batch size: 212, lr: 3.61e-04
2022-08-27 04:50:06,123 INFO [train.py:927] (7/8) Epoch 10, batch 19450, giga_loss[loss=0.1946, simple_loss=0.2882, pruned_loss=0.05053, over 12354.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03263, over 58.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2895, pruned_loss=0.05653, over 2477342.21 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06851, over 23510.94 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07038, over 2468882.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.05895, over 7961.36 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.289, pruned_loss=0.05498, over 2478591.55 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07019, over 25800.66 utterances.], batch size: 58, lr: 3.61e-04
2022-08-27 04:52:10,422 INFO [train.py:927] (7/8) Epoch 10, batch 19500, giga_loss[loss=0.2225, simple_loss=0.309, pruned_loss=0.06799, over 12430.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04423, over 161.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2901, pruned_loss=0.05642, over 2477023.32 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07061, over 23740.73 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2971, pruned_loss=0.07022, over 2468612.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.05766, over 7924.90 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2897, pruned_loss=0.05496, over 2478503.38 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07219, over 26021.65 utterances.], batch size: 161, lr: 3.61e-04
2022-08-27 04:54:14,925 INFO [train.py:927] (7/8) Epoch 10, batch 19550, giga_loss[loss=0.1946, simple_loss=0.2843, pruned_loss=0.05248, over 12382.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05637, over 2477460.41 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06747, over 23668.11 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07021, over 2468498.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.05645, over 7890.54 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2902, pruned_loss=0.05487, over 2478952.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06938, over 25914.67 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:56:28,855 INFO [train.py:927] (7/8) Epoch 10, batch 19600, giga_loss[loss=0.1846, simple_loss=0.2793, pruned_loss=0.04499, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05629, over 182.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2916, pruned_loss=0.056, over 2477798.97 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06469, over 23927.26 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07007, over 2468523.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.05604, over 7876.68 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2914, pruned_loss=0.05482, over 2479024.66 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06652, over 25829.49 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:58:47,789 INFO [train.py:927] (7/8) Epoch 10, batch 19650, giga_loss[loss=0.1905, simple_loss=0.2889, pruned_loss=0.04602, over 12438.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0381, over 133.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2931, pruned_loss=0.0562, over 2477126.94 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06703, over 23990.75 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.0702, over 2468320.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05539, over 7862.62 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2928, pruned_loss=0.05496, over 2478384.17 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06853, over 25714.21 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 05:01:06,742 INFO [train.py:927] (7/8) Epoch 10, batch 19700, giga_loss[loss=0.1609, simple_loss=0.2649, pruned_loss=0.02844, over 12364.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0253, over 70.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.291, pruned_loss=0.05537, over 2477532.41 frames. utt_duration=427.5 frames, utt_pad_proportion=0.0639, over 23244.01 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2966, pruned_loss=0.07004, over 2468665.19 frames. utt_duration=1262 frames, utt_pad_proportion=0.05451, over 7832.42 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2909, pruned_loss=0.05419, over 2478417.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06566, over 25013.04 utterances.], batch size: 70, lr: 3.61e-04
2022-08-27 05:03:05,226 INFO [train.py:927] (7/8) Epoch 10, batch 19750, giga_loss[loss=0.2096, simple_loss=0.2948, pruned_loss=0.06222, over 12373.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02934, over 85.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.05445, over 2477078.00 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06338, over 22757.36 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2959, pruned_loss=0.06973, over 2468505.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.0542, over 7820.73 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2896, pruned_loss=0.05337, over 2478160.31 frames. utt_duration=404 frames, utt_pad_proportion=0.06503, over 24609.32 utterances.], batch size: 85, lr: 3.61e-04
2022-08-27 05:05:02,042 INFO [train.py:927] (7/8) Epoch 10, batch 19800, giga_loss[loss=0.1926, simple_loss=0.2859, pruned_loss=0.04962, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2917, pruned_loss=0.05561, over 2477179.72 frames. utt_duration=434.1 frames, utt_pad_proportion=0.06528, over 22886.66 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2961, pruned_loss=0.0698, over 2468561.94 frames. utt_duration=1266 frames, utt_pad_proportion=0.0534, over 7806.37 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2917, pruned_loss=0.05442, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 05:06:52,828 INFO [train.py:927] (7/8) Epoch 10, batch 19850, giga_loss[loss=0.2056, simple_loss=0.2889, pruned_loss=0.06118, over 12394.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2895, pruned_loss=0.05517, over 2477605.64 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06631, over 23332.09 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2958, pruned_loss=0.06967, over 2468533.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.0528, over 7793.37 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2897, pruned_loss=0.05414, over 2478523.00 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06761, over 24946.74 utterances.], batch size: 146, lr: 3.61e-04
2022-08-27 05:08:45,660 INFO [train.py:927] (7/8) Epoch 10, batch 19900, giga_loss[loss=0.24, simple_loss=0.3347, pruned_loss=0.07264, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04481, over 26.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05654, over 2477074.18 frames. utt_duration=419 frames, utt_pad_proportion=0.06755, over 23716.65 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.296, pruned_loss=0.06978, over 2468101.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05245, over 7794.37 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.291, pruned_loss=0.05545, over 2478315.46 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06867, over 25205.95 utterances.], batch size: 26, lr: 3.61e-04
2022-08-27 05:10:30,287 INFO [train.py:927] (7/8) Epoch 10, batch 19950, giga_loss[loss=0.2286, simple_loss=0.3247, pruned_loss=0.06623, over 12440.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04407, over 134.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2985, pruned_loss=0.06104, over 2476931.32 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06717, over 23373.65 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2961, pruned_loss=0.06986, over 2468358.99 frames. utt_duration=1268 frames, utt_pad_proportion=0.05181, over 7795.71 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2983, pruned_loss=0.05987, over 2477888.01 frames. utt_duration=399 frames, utt_pad_proportion=0.06836, over 24917.54 utterances.], batch size: 134, lr: 3.61e-04
2022-08-27 05:12:15,169 INFO [train.py:927] (7/8) Epoch 10, batch 20000, giga_loss[loss=0.1797, simple_loss=0.2669, pruned_loss=0.04623, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04941, over 26.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2972, pruned_loss=0.06124, over 2476492.69 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06944, over 22648.70 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.296, pruned_loss=0.06982, over 2468447.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05188, over 7806.53 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2972, pruned_loss=0.06021, over 2477320.76 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07041, over 24140.69 utterances.], batch size: 26, lr: 3.61e-04
2022-08-27 05:13:56,378 INFO [train.py:927] (7/8) Epoch 10, batch 20050, giga_loss[loss=0.185, simple_loss=0.2703, pruned_loss=0.04983, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2917, pruned_loss=0.05981, over 2475875.13 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07252, over 22501.68 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2961, pruned_loss=0.06994, over 2468513.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05198, over 7815.10 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05869, over 2476654.86 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07328, over 24018.51 utterances.], batch size: 113, lr: 3.61e-04
2022-08-27 05:15:35,726 INFO [train.py:927] (7/8) Epoch 10, batch 20100, giga_loss[loss=0.1703, simple_loss=0.2556, pruned_loss=0.04247, over 12428.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03498, over 105.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2844, pruned_loss=0.05747, over 2475752.02 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07182, over 21820.31 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2962, pruned_loss=0.07006, over 2468316.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05096, over 7794.93 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.284, pruned_loss=0.05622, over 2476693.90 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07292, over 23367.21 utterances.], batch size: 105, lr: 3.60e-04
2022-08-27 05:17:15,317 INFO [train.py:927] (7/8) Epoch 10, batch 20150, giga_loss[loss=0.1931, simple_loss=0.2752, pruned_loss=0.05548, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2793, pruned_loss=0.05598, over 2476359.20 frames. utt_duration=478.1 frames, utt_pad_proportion=0.0691, over 20778.69 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2963, pruned_loss=0.07009, over 2468534.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.0501, over 7774.58 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2785, pruned_loss=0.05449, over 2477202.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07066, over 22482.93 utterances.], batch size: 123, lr: 3.60e-04
2022-08-27 05:18:56,327 INFO [train.py:927] (7/8) Epoch 10, batch 20200, giga_loss[loss=0.1703, simple_loss=0.2502, pruned_loss=0.04518, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2746, pruned_loss=0.05443, over 2475793.43 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06893, over 20848.23 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2964, pruned_loss=0.07025, over 2468840.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.0493, over 7761.37 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2734, pruned_loss=0.05277, over 2476375.69 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07058, over 22506.34 utterances.], batch size: 146, lr: 3.60e-04
2022-08-27 05:20:39,412 INFO [train.py:927] (7/8) Epoch 10, batch 20250, giga_loss[loss=0.157, simple_loss=0.235, pruned_loss=0.03952, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2702, pruned_loss=0.05266, over 2474142.25 frames. utt_duration=502 frames, utt_pad_proportion=0.06799, over 19772.16 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2965, pruned_loss=0.07023, over 2468921.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05332, over 7824.90 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2687, pruned_loss=0.05105, over 2474660.34 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0682, over 21246.97 utterances.], batch size: 58, lr: 3.60e-04
2022-08-27 05:22:21,996 INFO [train.py:927] (7/8) Epoch 10, batch 20300, giga_loss[loss=0.1657, simple_loss=0.2487, pruned_loss=0.0414, over 12424.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03402, over 113.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2648, pruned_loss=0.05019, over 2474491.25 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06754, over 19490.44 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2963, pruned_loss=0.07003, over 2468897.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05288, over 7808.59 utterances.], giga_tot_loss[loss=0.1806, simple_loss=0.2634, pruned_loss=0.04885, over 2475001.25 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06794, over 20824.54 utterances.], batch size: 113, lr: 3.60e-04
2022-08-27 05:24:04,503 INFO [train.py:927] (7/8) Epoch 10, batch 20350, giga_loss[loss=0.1696, simple_loss=0.2505, pruned_loss=0.04436, over 12390.00 frames. utt_duration=343.3 frames, utt_pad_proportion=0.03839, over 145.00 utterances.], tot_loss[loss=0.178, simple_loss=0.2595, pruned_loss=0.04821, over 2474170.61 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07174, over 19761.45 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2963, pruned_loss=0.07008, over 2468641.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.05233, over 7787.52 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.258, pruned_loss=0.04683, over 2474889.33 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07212, over 21006.31 utterances.], batch size: 145, lr: 3.60e-04
2022-08-27 05:25:48,409 INFO [train.py:927] (7/8) Epoch 10, batch 20400, giga_loss[loss=0.2552, simple_loss=0.3264, pruned_loss=0.09202, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.1835, simple_loss=0.2647, pruned_loss=0.05114, over 2474127.18 frames. utt_duration=505 frames, utt_pad_proportion=0.06794, over 19655.08 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2965, pruned_loss=0.07018, over 2468956.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05261, over 7811.71 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2624, pruned_loss=0.04945, over 2474521.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06849, over 20913.46 utterances.], batch size: 133, lr: 3.60e-04
2022-08-27 05:27:32,088 INFO [train.py:927] (7/8) Epoch 10, batch 20450, libri_loss[loss=0.2047, simple_loss=0.275, pruned_loss=0.06724, over 12256.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.00957, over 28.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2752, pruned_loss=0.05583, over 2474481.58 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06287, over 18506.25 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2965, pruned_loss=0.07028, over 2469255.69 frames. utt_duration=1265 frames, utt_pad_proportion=0.05249, over 7819.55 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2722, pruned_loss=0.05363, over 2474776.22 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06394, over 20042.43 utterances.], batch size: 28, lr: 3.60e-04
2022-08-27 05:29:15,676 INFO [train.py:927] (7/8) Epoch 10, batch 20500, giga_loss[loss=0.1886, simple_loss=0.282, pruned_loss=0.04761, over 12366.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.03731, over 31.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2833, pruned_loss=0.05877, over 2474496.27 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06087, over 18719.19 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2965, pruned_loss=0.07027, over 2468983.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05265, over 7842.14 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2806, pruned_loss=0.0568, over 2475063.88 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06185, over 20109.64 utterances.], batch size: 31, lr: 3.60e-04
2022-08-27 05:30:59,127 INFO [train.py:927] (7/8) Epoch 10, batch 20550, giga_loss[loss=0.2206, simple_loss=0.2991, pruned_loss=0.07106, over 12230.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03312, over 45.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2863, pruned_loss=0.05922, over 2473516.31 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06623, over 19256.01 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2965, pruned_loss=0.07015, over 2469089.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05297, over 7858.48 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.284, pruned_loss=0.05762, over 2473932.11 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06664, over 20481.44 utterances.], batch size: 45, lr: 3.60e-04
2022-08-27 05:32:41,482 INFO [train.py:927] (7/8) Epoch 10, batch 20600, giga_loss[loss=0.2363, simple_loss=0.3192, pruned_loss=0.07677, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03365, over 86.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2897, pruned_loss=0.06132, over 2473462.79 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06752, over 18673.91 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2962, pruned_loss=0.07002, over 2469121.28 frames. utt_duration=1263 frames, utt_pad_proportion=0.05211, over 7831.78 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2879, pruned_loss=0.05985, over 2473926.21 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06829, over 20040.60 utterances.], batch size: 86, lr: 3.60e-04
2022-08-27 05:34:24,291 INFO [train.py:927] (7/8) Epoch 10, batch 20650, giga_loss[loss=0.2126, simple_loss=0.3105, pruned_loss=0.05732, over 12430.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06325, over 2473269.45 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06572, over 18382.19 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.296, pruned_loss=0.06992, over 2468905.16 frames. utt_duration=1266 frames, utt_pad_proportion=0.05133, over 7810.35 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2928, pruned_loss=0.06203, over 2473903.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06681, over 19683.31 utterances.], batch size: 113, lr: 3.60e-04
2022-08-27 05:36:08,095 INFO [train.py:927] (7/8) Epoch 10, batch 20700, giga_loss[loss=0.2202, simple_loss=0.3083, pruned_loss=0.06604, over 12380.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03457, over 122.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2968, pruned_loss=0.06387, over 2473850.62 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06329, over 18143.97 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2955, pruned_loss=0.06995, over 2469161.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.05526, over 7851.82 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2961, pruned_loss=0.06264, over 2474276.32 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06292, over 19469.33 utterances.], batch size: 122, lr: 3.60e-04
2022-08-27 05:37:57,989 INFO [train.py:927] (7/8) Epoch 10, batch 20750, giga_loss[loss=0.2073, simple_loss=0.3102, pruned_loss=0.05216, over 12413.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2978, pruned_loss=0.06327, over 2473485.97 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06319, over 17847.63 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.295, pruned_loss=0.0696, over 2468854.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.05408, over 7811.78 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.06242, over 2474228.29 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06339, over 19219.31 utterances.], batch size: 75, lr: 3.60e-04
2022-08-27 05:39:40,193 INFO [train.py:927] (7/8) Epoch 10, batch 20800, giga_loss[loss=0.2181, simple_loss=0.3025, pruned_loss=0.06687, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03501, over 123.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2987, pruned_loss=0.06326, over 2473747.11 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06042, over 17190.74 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2956, pruned_loss=0.07008, over 2468934.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05799, over 7895.61 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2982, pruned_loss=0.06188, over 2474478.60 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05918, over 18569.63 utterances.], batch size: 123, lr: 3.60e-04
2022-08-27 05:41:25,687 INFO [train.py:927] (7/8) Epoch 10, batch 20850, libri_loss[loss=0.1814, simple_loss=0.2581, pruned_loss=0.05235, over 12202.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009528, over 29.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3018, pruned_loss=0.0664, over 2473839.66 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05945, over 17023.59 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2958, pruned_loss=0.07005, over 2469018.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.05689, over 7872.35 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3014, pruned_loss=0.06522, over 2474469.65 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05894, over 18358.20 utterances.], batch size: 29, lr: 3.60e-04
2022-08-27 05:43:05,039 INFO [train.py:927] (7/8) Epoch 10, batch 20900, giga_loss[loss=0.2237, simple_loss=0.3072, pruned_loss=0.07015, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03898, over 105.00 utterances.], tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06794, over 2473675.66 frames. utt_duration=569 frames, utt_pad_proportion=0.06824, over 17434.88 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2956, pruned_loss=0.06994, over 2468969.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05629, over 7857.38 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3019, pruned_loss=0.06706, over 2474263.25 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06757, over 18623.20 utterances.], batch size: 105, lr: 3.60e-04
2022-08-27 05:44:45,150 INFO [train.py:927] (7/8) Epoch 10, batch 20950, giga_loss[loss=0.2002, simple_loss=0.2835, pruned_loss=0.05845, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0273, over 45.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3019, pruned_loss=0.06838, over 2473696.83 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0703, over 17470.46 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2959, pruned_loss=0.07017, over 2469201.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.05979, over 7927.63 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3018, pruned_loss=0.06741, over 2474107.07 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06866, over 18681.38 utterances.], batch size: 45, lr: 3.60e-04
2022-08-27 05:46:27,652 INFO [train.py:927] (7/8) Epoch 10, batch 21000, giga_loss[loss=0.1981, simple_loss=0.2818, pruned_loss=0.05718, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3011, pruned_loss=0.06758, over 2472982.38 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06767, over 17488.30 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2958, pruned_loss=0.07009, over 2469151.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05933, over 7916.39 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.06687, over 2473396.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06673, over 18535.38 utterances.], batch size: 40, lr: 3.60e-04
2022-08-27 05:46:27,653 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 05:46:41,979 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1845, simple_loss=0.2964, pruned_loss=0.03624, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 05:48:25,776 INFO [train.py:927] (7/8) Epoch 10, batch 21050, giga_loss[loss=0.1656, simple_loss=0.2512, pruned_loss=0.03997, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03044, over 80.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2968, pruned_loss=0.06561, over 2472561.59 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06609, over 17567.08 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2951, pruned_loss=0.06966, over 2468911.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05799, over 7862.93 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2977, pruned_loss=0.06533, over 2473260.85 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06605, over 18774.60 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 05:50:08,536 INFO [train.py:927] (7/8) Epoch 10, batch 21100, giga_loss[loss=0.1824, simple_loss=0.2506, pruned_loss=0.05707, over 12348.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.293, pruned_loss=0.06442, over 2473066.90 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06883, over 18513.70 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2954, pruned_loss=0.06997, over 2468862.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05718, over 7853.61 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2933, pruned_loss=0.06378, over 2473765.19 frames. utt_duration=503.6 frames, utt_pad_proportion=0.069, over 19708.85 utterances.], batch size: 369, lr: 3.60e-04
2022-08-27 05:51:49,801 INFO [train.py:927] (7/8) Epoch 10, batch 21150, giga_loss[loss=0.1869, simple_loss=0.2714, pruned_loss=0.05118, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02986, over 42.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2921, pruned_loss=0.06374, over 2471068.16 frames. utt_duration=572 frames, utt_pad_proportion=0.06329, over 17325.38 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2953, pruned_loss=0.07001, over 2468460.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05558, over 7824.80 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2923, pruned_loss=0.06293, over 2472147.54 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06454, over 18733.98 utterances.], batch size: 42, lr: 3.60e-04
2022-08-27 05:53:32,578 INFO [train.py:927] (7/8) Epoch 10, batch 21200, libri_loss[loss=0.2661, simple_loss=0.3468, pruned_loss=0.09269, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01615, over 40.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2914, pruned_loss=0.06365, over 2471525.31 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06235, over 16772.69 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2961, pruned_loss=0.07048, over 2468244.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05585, over 7865.66 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2906, pruned_loss=0.06232, over 2472692.40 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06343, over 18167.08 utterances.], batch size: 40, lr: 3.60e-04
2022-08-27 05:55:12,184 INFO [train.py:927] (7/8) Epoch 10, batch 21250, giga_loss[loss=0.1798, simple_loss=0.2603, pruned_loss=0.04965, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02327, over 48.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2883, pruned_loss=0.06236, over 2472405.29 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05902, over 16404.45 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2964, pruned_loss=0.07074, over 2468297.11 frames. utt_duration=1246 frames, utt_pad_proportion=0.05948, over 7932.92 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2873, pruned_loss=0.06101, over 2473327.44 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05877, over 17563.43 utterances.], batch size: 48, lr: 3.60e-04
2022-08-27 05:56:54,406 INFO [train.py:927] (7/8) Epoch 10, batch 21300, giga_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06691, over 12382.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07822, over 213.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2859, pruned_loss=0.06166, over 2472093.82 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05571, over 16299.42 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2966, pruned_loss=0.07089, over 2468045.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.05805, over 7913.45 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2846, pruned_loss=0.06015, over 2473177.11 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05627, over 17510.02 utterances.], batch size: 213, lr: 3.60e-04
2022-08-27 05:58:35,544 INFO [train.py:927] (7/8) Epoch 10, batch 21350, giga_loss[loss=0.1875, simple_loss=0.2567, pruned_loss=0.05917, over 12222.00 frames. utt_duration=1360 frames, utt_pad_proportion=0.02946, over 36.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2826, pruned_loss=0.06032, over 2471908.61 frames. utt_duration=595 frames, utt_pad_proportion=0.05605, over 16659.38 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2969, pruned_loss=0.07097, over 2467979.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05785, over 7922.33 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2813, pruned_loss=0.05896, over 2472857.44 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05654, over 17682.28 utterances.], batch size: 36, lr: 3.60e-04
2022-08-27 06:00:15,327 INFO [train.py:927] (7/8) Epoch 10, batch 21400, giga_loss[loss=0.2387, simple_loss=0.3116, pruned_loss=0.08288, over 12376.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2809, pruned_loss=0.05989, over 2471099.36 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05797, over 16110.08 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2972, pruned_loss=0.07112, over 2467955.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.061, over 7983.51 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2788, pruned_loss=0.05811, over 2472071.75 frames. utt_duration=573.2 frames, utt_pad_proportion=0.0569, over 17296.93 utterances.], batch size: 66, lr: 3.60e-04
2022-08-27 06:01:55,721 INFO [train.py:927] (7/8) Epoch 10, batch 21450, giga_loss[loss=0.1781, simple_loss=0.2617, pruned_loss=0.04727, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03052, over 48.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2793, pruned_loss=0.05984, over 2471845.75 frames. utt_duration=628.8 frames, utt_pad_proportion=0.05585, over 15761.01 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2984, pruned_loss=0.07265, over 2468126.73 frames. utt_duration=1229 frames, utt_pad_proportion=0.0638, over 8039.82 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2763, pruned_loss=0.05695, over 2472523.52 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05395, over 16800.40 utterances.], batch size: 48, lr: 3.60e-04
2022-08-27 06:03:39,001 INFO [train.py:927] (7/8) Epoch 10, batch 21500, giga_loss[loss=0.2192, simple_loss=0.3069, pruned_loss=0.06576, over 12359.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2823, pruned_loss=0.06134, over 2472015.70 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05393, over 15542.56 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2983, pruned_loss=0.07261, over 2467962.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06281, over 8020.86 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2796, pruned_loss=0.0588, over 2472804.38 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05285, over 16559.61 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:05:18,311 INFO [train.py:927] (7/8) Epoch 10, batch 21550, giga_loss[loss=0.2085, simple_loss=0.2921, pruned_loss=0.06244, over 12332.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2875, pruned_loss=0.06416, over 2472338.10 frames. utt_duration=635.9 frames, utt_pad_proportion=0.0515, over 15589.65 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2976, pruned_loss=0.07226, over 2467706.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06125, over 7964.99 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2856, pruned_loss=0.06212, over 2473319.51 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05131, over 16694.57 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:06:58,808 INFO [train.py:927] (7/8) Epoch 10, batch 21600, giga_loss[loss=0.2154, simple_loss=0.3057, pruned_loss=0.06255, over 12315.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02925, over 79.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2934, pruned_loss=0.06585, over 2472489.85 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05067, over 16100.82 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07242, over 2467751.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.06158, over 7986.36 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2914, pruned_loss=0.06404, over 2473260.04 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05037, over 17018.57 utterances.], batch size: 79, lr: 3.59e-04
2022-08-27 06:08:40,936 INFO [train.py:927] (7/8) Epoch 10, batch 21650, giga_loss[loss=0.1984, simple_loss=0.2886, pruned_loss=0.05411, over 12425.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04535, over 31.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2983, pruned_loss=0.06735, over 2472601.41 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05855, over 16779.69 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.07228, over 2467790.93 frames. utt_duration=1240 frames, utt_pad_proportion=0.06094, over 7968.61 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2968, pruned_loss=0.06599, over 2473243.85 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05818, over 17635.48 utterances.], batch size: 31, lr: 3.59e-04
2022-08-27 06:10:20,813 INFO [train.py:927] (7/8) Epoch 10, batch 21700, giga_loss[loss=0.2422, simple_loss=0.328, pruned_loss=0.07819, over 12188.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02905, over 36.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2975, pruned_loss=0.06566, over 2472845.30 frames. utt_duration=589.2 frames, utt_pad_proportion=0.0557, over 16831.04 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.07226, over 2467640.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.05943, over 7936.49 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2963, pruned_loss=0.06438, over 2473663.29 frames. utt_duration=556 frames, utt_pad_proportion=0.05611, over 17842.91 utterances.], batch size: 36, lr: 3.59e-04
2022-08-27 06:11:59,429 INFO [train.py:927] (7/8) Epoch 10, batch 21750, giga_loss[loss=0.2443, simple_loss=0.3264, pruned_loss=0.08111, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03969, over 113.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06507, over 2473305.48 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06207, over 17093.56 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2978, pruned_loss=0.07213, over 2467901.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.05856, over 7915.85 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06404, over 2473820.15 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06246, over 18083.94 utterances.], batch size: 113, lr: 3.59e-04
2022-08-27 06:13:40,578 INFO [train.py:927] (7/8) Epoch 10, batch 21800, giga_loss[loss=0.2175, simple_loss=0.307, pruned_loss=0.06399, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04518, over 31.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2995, pruned_loss=0.06605, over 2473263.88 frames. utt_duration=594 frames, utt_pad_proportion=0.0603, over 16695.98 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2981, pruned_loss=0.07226, over 2467908.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06217, over 8008.45 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2986, pruned_loss=0.0649, over 2473846.59 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05928, over 17699.29 utterances.], batch size: 31, lr: 3.59e-04
2022-08-27 06:15:24,882 INFO [train.py:927] (7/8) Epoch 10, batch 21850, giga_loss[loss=0.207, simple_loss=0.2857, pruned_loss=0.06412, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03465, over 37.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3013, pruned_loss=0.06763, over 2473096.55 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0696, over 18087.04 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.298, pruned_loss=0.07232, over 2467762.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.06128, over 7982.51 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3006, pruned_loss=0.06656, over 2473773.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.0687, over 19054.55 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:17:08,015 INFO [train.py:927] (7/8) Epoch 10, batch 21900, giga_loss[loss=0.1985, simple_loss=0.2819, pruned_loss=0.05759, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03835, over 37.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3022, pruned_loss=0.06841, over 2473252.77 frames. utt_duration=532.9 frames, utt_pad_proportion=0.07166, over 18615.68 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.0722, over 2467878.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.0611, over 7982.62 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3018, pruned_loss=0.06764, over 2473721.77 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07099, over 19475.89 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:18:46,585 INFO [train.py:927] (7/8) Epoch 10, batch 21950, giga_loss[loss=0.2143, simple_loss=0.3069, pruned_loss=0.06083, over 12317.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02758, over 79.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3032, pruned_loss=0.06826, over 2472509.54 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06597, over 17212.22 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2982, pruned_loss=0.07229, over 2468195.34 frames. utt_duration=1236 frames, utt_pad_proportion=0.06082, over 7995.14 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3028, pruned_loss=0.06748, over 2472698.71 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06584, over 18104.52 utterances.], batch size: 79, lr: 3.59e-04
2022-08-27 06:20:28,552 INFO [train.py:927] (7/8) Epoch 10, batch 22000, giga_loss[loss=0.2123, simple_loss=0.29, pruned_loss=0.0673, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04629, over 34.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3038, pruned_loss=0.06851, over 2472020.72 frames. utt_duration=596.6 frames, utt_pad_proportion=0.0614, over 16615.63 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2982, pruned_loss=0.07229, over 2468117.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.06013, over 7975.33 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3036, pruned_loss=0.06785, over 2472301.53 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0618, over 17459.78 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:22:11,306 INFO [train.py:927] (7/8) Epoch 10, batch 22050, giga_loss[loss=0.2426, simple_loss=0.3222, pruned_loss=0.0815, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05131, over 161.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3023, pruned_loss=0.06812, over 2471452.89 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06177, over 16417.08 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2982, pruned_loss=0.07203, over 2467842.50 frames. utt_duration=1240 frames, utt_pad_proportion=0.05963, over 7967.76 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06773, over 2472046.23 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06232, over 17336.84 utterances.], batch size: 161, lr: 3.59e-04
2022-08-27 06:23:53,254 INFO [train.py:927] (7/8) Epoch 10, batch 22100, giga_loss[loss=0.2162, simple_loss=0.2897, pruned_loss=0.07129, over 12452.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04517, over 34.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3016, pruned_loss=0.06833, over 2471606.30 frames. utt_duration=626.9 frames, utt_pad_proportion=0.06093, over 15808.18 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2982, pruned_loss=0.07192, over 2467452.76 frames. utt_duration=1244 frames, utt_pad_proportion=0.05874, over 7941.59 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3017, pruned_loss=0.06806, over 2472521.26 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0618, over 16712.15 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:25:35,783 INFO [train.py:927] (7/8) Epoch 10, batch 22150, giga_loss[loss=0.2184, simple_loss=0.3031, pruned_loss=0.06682, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03461, over 86.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3029, pruned_loss=0.06897, over 2471691.62 frames. utt_duration=651.2 frames, utt_pad_proportion=0.06087, over 15216.31 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2981, pruned_loss=0.07183, over 2467377.17 frames. utt_duration=1240 frames, utt_pad_proportion=0.05932, over 7965.94 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06875, over 2472607.78 frames. utt_duration=614.8 frames, utt_pad_proportion=0.0614, over 16127.82 utterances.], batch size: 86, lr: 3.59e-04
2022-08-27 06:27:20,076 INFO [train.py:927] (7/8) Epoch 10, batch 22200, giga_loss[loss=0.239, simple_loss=0.3238, pruned_loss=0.07708, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03253, over 62.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06903, over 2471542.61 frames. utt_duration=630.7 frames, utt_pad_proportion=0.06426, over 15711.33 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.298, pruned_loss=0.07186, over 2467560.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.059, over 7963.57 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3036, pruned_loss=0.06878, over 2472165.75 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06468, over 16538.15 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:29:04,735 INFO [train.py:927] (7/8) Epoch 10, batch 22250, libri_loss[loss=0.2277, simple_loss=0.3163, pruned_loss=0.06959, over 12452.00 frames. utt_duration=767.8 frames, utt_pad_proportion=0.1245, over 65.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3018, pruned_loss=0.0685, over 2470709.34 frames. utt_duration=646.4 frames, utt_pad_proportion=0.06105, over 15324.34 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2983, pruned_loss=0.07199, over 2467779.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.05899, over 7988.55 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3019, pruned_loss=0.06812, over 2471112.09 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06156, over 16129.27 utterances.], batch size: 65, lr: 3.59e-04
2022-08-27 06:30:43,145 INFO [train.py:927] (7/8) Epoch 10, batch 22300, libri_loss[loss=0.2247, simple_loss=0.306, pruned_loss=0.07167, over 12458.00 frames. utt_duration=745.4 frames, utt_pad_proportion=0.1442, over 67.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2994, pruned_loss=0.06787, over 2471167.18 frames. utt_duration=625.9 frames, utt_pad_proportion=0.06688, over 15831.52 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2981, pruned_loss=0.07199, over 2467658.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.05848, over 7985.64 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06739, over 2471744.52 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06731, over 16814.93 utterances.], batch size: 67, lr: 3.59e-04
2022-08-27 06:32:23,894 INFO [train.py:927] (7/8) Epoch 10, batch 22350, giga_loss[loss=0.2082, simple_loss=0.2907, pruned_loss=0.06282, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03757, over 123.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2982, pruned_loss=0.06751, over 2471321.81 frames. utt_duration=625.2 frames, utt_pad_proportion=0.06708, over 15847.83 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2979, pruned_loss=0.07182, over 2467837.76 frames. utt_duration=1245 frames, utt_pad_proportion=0.05604, over 7939.09 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2988, pruned_loss=0.06704, over 2471841.79 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06864, over 17206.24 utterances.], batch size: 123, lr: 3.59e-04
2022-08-27 06:34:06,136 INFO [train.py:927] (7/8) Epoch 10, batch 22400, giga_loss[loss=0.1866, simple_loss=0.2661, pruned_loss=0.05353, over 12247.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 54.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2944, pruned_loss=0.0658, over 2471394.28 frames. utt_duration=652 frames, utt_pad_proportion=0.06419, over 15195.82 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2979, pruned_loss=0.07182, over 2467533.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05456, over 7921.96 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2949, pruned_loss=0.06526, over 2472214.53 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06655, over 16583.75 utterances.], batch size: 54, lr: 3.59e-04
2022-08-27 06:35:48,705 INFO [train.py:927] (7/8) Epoch 10, batch 22450, giga_loss[loss=0.1735, simple_loss=0.2591, pruned_loss=0.04392, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2914, pruned_loss=0.06415, over 2472236.65 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05984, over 15578.57 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2978, pruned_loss=0.07176, over 2467657.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05434, over 7919.35 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2918, pruned_loss=0.06375, over 2472794.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06207, over 16695.40 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:37:27,583 INFO [train.py:927] (7/8) Epoch 10, batch 22500, giga_loss[loss=0.2577, simple_loss=0.3258, pruned_loss=0.09487, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2907, pruned_loss=0.06337, over 2472750.09 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06587, over 16566.93 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2976, pruned_loss=0.07164, over 2467716.16 frames. utt_duration=1249 frames, utt_pad_proportion=0.05415, over 7910.75 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2912, pruned_loss=0.06312, over 2473154.15 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06732, over 17489.84 utterances.], batch size: 366, lr: 3.59e-04
2022-08-27 06:39:09,190 INFO [train.py:927] (7/8) Epoch 10, batch 22550, giga_loss[loss=0.2095, simple_loss=0.3035, pruned_loss=0.05776, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05184, over 161.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.294, pruned_loss=0.06478, over 2473148.47 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06501, over 17302.20 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2979, pruned_loss=0.07173, over 2467396.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.053, over 7864.04 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2939, pruned_loss=0.06432, over 2473866.98 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06674, over 18315.26 utterances.], batch size: 161, lr: 3.59e-04
2022-08-27 06:40:49,058 INFO [train.py:927] (7/8) Epoch 10, batch 22600, giga_loss[loss=0.1798, simple_loss=0.2777, pruned_loss=0.04095, over 12431.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2933, pruned_loss=0.06334, over 2473923.05 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06033, over 17599.60 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2975, pruned_loss=0.07157, over 2467366.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05236, over 7835.86 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.063, over 2474640.71 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06223, over 18607.77 utterances.], batch size: 133, lr: 3.59e-04
2022-08-27 06:42:29,330 INFO [train.py:927] (7/8) Epoch 10, batch 22650, libri_loss[loss=0.1752, simple_loss=0.2538, pruned_loss=0.04827, over 12177.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008521, over 30.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2924, pruned_loss=0.0627, over 2473907.36 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06141, over 17889.71 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2973, pruned_loss=0.07147, over 2467022.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05127, over 7817.61 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2927, pruned_loss=0.06222, over 2475025.90 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06343, over 19038.29 utterances.], batch size: 30, lr: 3.59e-04
2022-08-27 06:44:11,611 INFO [train.py:927] (7/8) Epoch 10, batch 22700, libri_loss[loss=0.1885, simple_loss=0.2753, pruned_loss=0.05087, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007075, over 32.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2924, pruned_loss=0.06313, over 2473098.77 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06436, over 17697.78 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2975, pruned_loss=0.07169, over 2467157.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.04922, over 7777.45 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2922, pruned_loss=0.06215, over 2474193.23 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0667, over 19155.66 utterances.], batch size: 32, lr: 3.59e-04
2022-08-27 06:46:00,412 INFO [train.py:927] (7/8) Epoch 10, batch 22750, giga_loss[loss=0.2312, simple_loss=0.3178, pruned_loss=0.07227, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06386, over 2473105.20 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06756, over 17945.42 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2974, pruned_loss=0.07166, over 2467370.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.04931, over 7786.86 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2941, pruned_loss=0.06296, over 2473881.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06933, over 19280.33 utterances.], batch size: 104, lr: 3.59e-04
2022-08-27 06:47:43,674 INFO [train.py:927] (7/8) Epoch 10, batch 22800, giga_loss[loss=0.195, simple_loss=0.2912, pruned_loss=0.04942, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.295, pruned_loss=0.0636, over 2473417.72 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06476, over 17408.43 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2974, pruned_loss=0.07172, over 2467682.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.04841, over 7761.39 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2948, pruned_loss=0.06265, over 2473883.00 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06684, over 18717.16 utterances.], batch size: 66, lr: 3.59e-04
2022-08-27 06:49:27,190 INFO [train.py:927] (7/8) Epoch 10, batch 22850, giga_loss[loss=0.2248, simple_loss=0.3137, pruned_loss=0.06795, over 12401.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03642, over 113.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2969, pruned_loss=0.06487, over 2473455.97 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06413, over 17119.97 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2979, pruned_loss=0.07218, over 2467738.20 frames. utt_duration=1260 frames, utt_pad_proportion=0.05272, over 7845.45 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2963, pruned_loss=0.06356, over 2473871.55 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06442, over 18253.26 utterances.], batch size: 113, lr: 3.59e-04
2022-08-27 06:51:09,774 INFO [train.py:927] (7/8) Epoch 10, batch 22900, giga_loss[loss=0.1942, simple_loss=0.2723, pruned_loss=0.05807, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03765, over 37.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2964, pruned_loss=0.065, over 2474912.60 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0602, over 17304.14 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.07223, over 2468107.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.05167, over 7838.21 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2958, pruned_loss=0.06372, over 2475090.80 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06115, over 18469.60 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:52:48,634 INFO [train.py:927] (7/8) Epoch 10, batch 22950, giga_loss[loss=0.2303, simple_loss=0.3177, pruned_loss=0.07144, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04707, over 161.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2952, pruned_loss=0.0646, over 2475011.44 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05992, over 17487.96 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2983, pruned_loss=0.07253, over 2468234.77 frames. utt_duration=1262 frames, utt_pad_proportion=0.05029, over 7831.78 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2943, pruned_loss=0.06299, over 2475291.48 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06135, over 18786.27 utterances.], batch size: 161, lr: 3.58e-04
2022-08-27 06:54:28,238 INFO [train.py:927] (7/8) Epoch 10, batch 23000, giga_loss[loss=0.1807, simple_loss=0.2813, pruned_loss=0.04003, over 12474.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06406, over 2475330.18 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05894, over 17780.87 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2984, pruned_loss=0.07259, over 2468070.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.04957, over 7805.19 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2957, pruned_loss=0.06255, over 2475859.17 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06042, over 19051.71 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 06:56:07,132 INFO [train.py:927] (7/8) Epoch 10, batch 23050, giga_loss[loss=0.2154, simple_loss=0.2962, pruned_loss=0.06729, over 12404.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02801, over 58.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06374, over 2474905.37 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05503, over 17137.80 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.07245, over 2468053.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.04846, over 7763.79 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06238, over 2475538.52 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05703, over 18500.63 utterances.], batch size: 58, lr: 3.58e-04
2022-08-27 06:57:46,964 INFO [train.py:927] (7/8) Epoch 10, batch 23100, giga_loss[loss=0.195, simple_loss=0.2898, pruned_loss=0.05007, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03892, over 113.00 utterances.], tot_loss[loss=0.21, simple_loss=0.293, pruned_loss=0.06352, over 2474534.67 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05395, over 17358.93 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2979, pruned_loss=0.07232, over 2467950.88 frames. utt_duration=1276 frames, utt_pad_proportion=0.04794, over 7747.40 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2927, pruned_loss=0.06245, over 2475215.60 frames. utt_duration=534.7 frames, utt_pad_proportion=0.0558, over 18567.91 utterances.], batch size: 113, lr: 3.58e-04
2022-08-27 06:59:27,532 INFO [train.py:927] (7/8) Epoch 10, batch 23150, giga_loss[loss=0.2063, simple_loss=0.2987, pruned_loss=0.05691, over 12393.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03205, over 122.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2915, pruned_loss=0.06363, over 2474440.58 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05626, over 17211.29 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.298, pruned_loss=0.07242, over 2468206.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.04739, over 7733.31 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2909, pruned_loss=0.06227, over 2475076.26 frames. utt_duration=532.3 frames, utt_pad_proportion=0.058, over 18650.27 utterances.], batch size: 122, lr: 3.58e-04
2022-08-27 07:01:10,544 INFO [train.py:927] (7/8) Epoch 10, batch 23200, giga_loss[loss=0.1696, simple_loss=0.2537, pruned_loss=0.04278, over 12456.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03502, over 86.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2888, pruned_loss=0.06257, over 2474708.75 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0554, over 17359.75 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2979, pruned_loss=0.07241, over 2468447.74 frames. utt_duration=1280 frames, utt_pad_proportion=0.04705, over 7723.98 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2884, pruned_loss=0.06143, over 2475048.12 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05697, over 18585.05 utterances.], batch size: 86, lr: 3.58e-04
2022-08-27 07:02:52,970 INFO [train.py:927] (7/8) Epoch 10, batch 23250, giga_loss[loss=0.2603, simple_loss=0.3311, pruned_loss=0.09474, over 12395.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09946, over 257.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06126, over 2475492.21 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05539, over 17623.97 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2978, pruned_loss=0.0724, over 2468587.03 frames. utt_duration=1279 frames, utt_pad_proportion=0.04713, over 7726.99 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2853, pruned_loss=0.06012, over 2475789.60 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05664, over 18816.58 utterances.], batch size: 257, lr: 3.58e-04
2022-08-27 07:04:34,665 INFO [train.py:927] (7/8) Epoch 10, batch 23300, giga_loss[loss=0.1905, simple_loss=0.2665, pruned_loss=0.05722, over 12402.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02544, over 48.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06108, over 2475070.84 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05367, over 17110.18 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2976, pruned_loss=0.07225, over 2468455.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05082, over 7784.59 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2857, pruned_loss=0.05999, over 2475644.66 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05336, over 18280.89 utterances.], batch size: 48, lr: 3.58e-04
2022-08-27 07:06:15,318 INFO [train.py:927] (7/8) Epoch 10, batch 23350, giga_loss[loss=0.219, simple_loss=0.3037, pruned_loss=0.06718, over 12464.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02668, over 55.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2886, pruned_loss=0.06171, over 2474710.44 frames. utt_duration=569 frames, utt_pad_proportion=0.05704, over 17443.98 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2974, pruned_loss=0.07198, over 2468458.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05014, over 7767.35 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2881, pruned_loss=0.06084, over 2475303.18 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05692, over 18621.19 utterances.], batch size: 55, lr: 3.58e-04
2022-08-27 07:07:56,401 INFO [train.py:927] (7/8) Epoch 10, batch 23400, libri_loss[loss=0.2653, simple_loss=0.3399, pruned_loss=0.09535, over 12358.00 frames. utt_duration=952 frames, utt_pad_proportion=0.07662, over 52.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2908, pruned_loss=0.06261, over 2474460.74 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05538, over 16923.14 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2977, pruned_loss=0.0722, over 2468500.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.05396, over 7860.33 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2898, pruned_loss=0.06134, over 2475088.92 frames. utt_duration=547.6 frames, utt_pad_proportion=0.0539, over 18129.58 utterances.], batch size: 52, lr: 3.58e-04
2022-08-27 07:09:44,137 INFO [train.py:927] (7/8) Epoch 10, batch 23450, libri_loss[loss=0.2827, simple_loss=0.3474, pruned_loss=0.1091, over 12349.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02605, over 43.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2975, pruned_loss=0.06721, over 2474700.71 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06228, over 17792.73 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.298, pruned_loss=0.07237, over 2468671.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05341, over 7851.52 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2964, pruned_loss=0.06593, over 2475129.56 frames. utt_duration=525.9 frames, utt_pad_proportion=0.061, over 18880.11 utterances.], batch size: 43, lr: 3.58e-04
2022-08-27 07:11:27,292 INFO [train.py:927] (7/8) Epoch 10, batch 23500, giga_loss[loss=0.2406, simple_loss=0.3159, pruned_loss=0.0826, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03583, over 34.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3042, pruned_loss=0.07142, over 2475064.69 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06069, over 18105.07 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2981, pruned_loss=0.0725, over 2468768.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05259, over 7845.57 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3033, pruned_loss=0.07021, over 2475426.85 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06011, over 19144.70 utterances.], batch size: 34, lr: 3.58e-04
2022-08-27 07:13:12,521 INFO [train.py:927] (7/8) Epoch 10, batch 23550, giga_loss[loss=0.236, simple_loss=0.3192, pruned_loss=0.07635, over 12280.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3115, pruned_loss=0.0769, over 2475519.01 frames. utt_duration=523 frames, utt_pad_proportion=0.06287, over 18985.85 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.298, pruned_loss=0.07247, over 2468931.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05202, over 7833.91 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07598, over 2475750.13 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06254, over 19947.04 utterances.], batch size: 54, lr: 3.58e-04
2022-08-27 07:14:55,144 INFO [train.py:927] (7/8) Epoch 10, batch 23600, giga_loss[loss=0.4233, simple_loss=0.4405, pruned_loss=0.2031, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1072, over 259.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.08111, over 2474893.05 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06486, over 19483.62 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2977, pruned_loss=0.07234, over 2468722.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.05583, over 7856.51 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3169, pruned_loss=0.08077, over 2475504.97 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0635, over 20664.60 utterances.], batch size: 259, lr: 3.58e-04
2022-08-27 07:16:39,641 INFO [train.py:927] (7/8) Epoch 10, batch 23650, giga_loss[loss=0.2916, simple_loss=0.3482, pruned_loss=0.1175, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03484, over 123.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3204, pruned_loss=0.08485, over 2474911.18 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06695, over 19666.49 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2985, pruned_loss=0.07278, over 2468787.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06359, over 8005.97 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3206, pruned_loss=0.08444, over 2475481.55 frames. utt_duration=478.8 frames, utt_pad_proportion=0.0631, over 20744.76 utterances.], batch size: 123, lr: 3.58e-04
2022-08-27 07:18:27,592 INFO [train.py:927] (7/8) Epoch 10, batch 23700, giga_loss[loss=0.2491, simple_loss=0.3198, pruned_loss=0.08919, over 12387.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.04195, over 105.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.0877, over 2475068.87 frames. utt_duration=501 frames, utt_pad_proportion=0.06586, over 19820.09 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.298, pruned_loss=0.07239, over 2468732.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06203, over 7980.44 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.325, pruned_loss=0.08815, over 2475776.73 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06338, over 21081.78 utterances.], batch size: 105, lr: 3.58e-04
2022-08-27 07:20:15,317 INFO [train.py:927] (7/8) Epoch 10, batch 23750, giga_loss[loss=0.2344, simple_loss=0.3139, pruned_loss=0.07747, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.323, pruned_loss=0.08827, over 2473714.38 frames. utt_duration=496 frames, utt_pad_proportion=0.07175, over 20009.86 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2979, pruned_loss=0.07214, over 2468174.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06116, over 7966.01 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3247, pruned_loss=0.08921, over 2474916.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06982, over 21298.15 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 07:21:58,113 INFO [train.py:927] (7/8) Epoch 10, batch 23800, giga_loss[loss=0.2386, simple_loss=0.3187, pruned_loss=0.07923, over 12303.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3234, pruned_loss=0.08753, over 2473133.29 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06843, over 20048.46 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2977, pruned_loss=0.07199, over 2468034.88 frames. utt_duration=1243 frames, utt_pad_proportion=0.06036, over 7950.81 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3253, pruned_loss=0.0887, over 2474306.37 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06741, over 21308.80 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 07:23:43,537 INFO [train.py:927] (7/8) Epoch 10, batch 23850, giga_loss[loss=0.2593, simple_loss=0.3383, pruned_loss=0.0901, over 12315.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03481, over 51.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3254, pruned_loss=0.08878, over 2473301.35 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07222, over 20974.55 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2978, pruned_loss=0.07192, over 2467881.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.0595, over 7944.30 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3277, pruned_loss=0.09019, over 2474516.41 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07169, over 22300.16 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 07:25:32,845 INFO [train.py:927] (7/8) Epoch 10, batch 23900, giga_loss[loss=0.24, simple_loss=0.3109, pruned_loss=0.08458, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04008, over 37.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3242, pruned_loss=0.08652, over 2472825.89 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07502, over 20622.21 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2978, pruned_loss=0.07183, over 2467804.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.05846, over 7925.94 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3265, pruned_loss=0.08806, over 2473980.17 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07487, over 21974.03 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:27:18,521 INFO [train.py:927] (7/8) Epoch 10, batch 23950, giga_loss[loss=0.2798, simple_loss=0.3438, pruned_loss=0.1078, over 12389.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3216, pruned_loss=0.08399, over 2473189.40 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07104, over 20400.71 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2979, pruned_loss=0.07183, over 2467789.23 frames. utt_duration=1238 frames, utt_pad_proportion=0.06192, over 7984.78 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3237, pruned_loss=0.08539, over 2474179.33 frames. utt_duration=460 frames, utt_pad_proportion=0.07015, over 21584.18 utterances.], batch size: 213, lr: 3.58e-04
2022-08-27 07:29:00,328 INFO [train.py:927] (7/8) Epoch 10, batch 24000, libri_loss[loss=0.1933, simple_loss=0.2723, pruned_loss=0.05717, over 12455.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006118, over 32.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08367, over 2473155.90 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07433, over 20770.49 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2978, pruned_loss=0.07176, over 2467883.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06091, over 7977.47 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3227, pruned_loss=0.08518, over 2473997.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07398, over 22087.78 utterances.], batch size: 32, lr: 3.58e-04
2022-08-27 07:29:00,330 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 07:29:13,991 INFO [train.py:967] (7/8) Epoch 10, validation: loss=0.1793, simple_loss=0.2916, pruned_loss=0.03347, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 07:31:04,053 INFO [train.py:927] (7/8) Epoch 10, batch 24050, giga_loss[loss=0.223, simple_loss=0.3076, pruned_loss=0.06918, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04573, over 31.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3199, pruned_loss=0.08309, over 2474007.11 frames. utt_duration=487 frames, utt_pad_proportion=0.07294, over 20381.60 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2979, pruned_loss=0.07175, over 2468022.11 frames. utt_duration=1236 frames, utt_pad_proportion=0.06104, over 7998.67 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08444, over 2474613.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07278, over 21567.94 utterances.], batch size: 31, lr: 3.58e-04
2022-08-27 07:32:45,412 INFO [train.py:927] (7/8) Epoch 10, batch 24100, giga_loss[loss=0.2248, simple_loss=0.3295, pruned_loss=0.06, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3203, pruned_loss=0.08096, over 2474317.78 frames. utt_duration=488.9 frames, utt_pad_proportion=0.0714, over 20305.39 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2974, pruned_loss=0.07146, over 2467993.44 frames. utt_duration=1230 frames, utt_pad_proportion=0.0643, over 8038.75 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3231, pruned_loss=0.08262, over 2475065.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07026, over 21615.74 utterances.], batch size: 70, lr: 3.58e-04
2022-08-27 07:34:29,224 INFO [train.py:927] (7/8) Epoch 10, batch 24150, libri_loss[loss=0.2498, simple_loss=0.3263, pruned_loss=0.08667, over 12389.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008652, over 38.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3194, pruned_loss=0.08054, over 2474097.57 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07513, over 20607.22 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2972, pruned_loss=0.07136, over 2468019.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06319, over 8007.07 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.08217, over 2474809.02 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07447, over 21966.33 utterances.], batch size: 38, lr: 3.58e-04
2022-08-27 07:36:12,204 INFO [train.py:927] (7/8) Epoch 10, batch 24200, libri_loss[loss=0.3162, simple_loss=0.3752, pruned_loss=0.1286, over 12267.00 frames. utt_duration=756.4 frames, utt_pad_proportion=0.1404, over 65.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3188, pruned_loss=0.08121, over 2473990.69 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07062, over 20454.41 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2975, pruned_loss=0.07151, over 2468124.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06296, over 8010.05 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3215, pruned_loss=0.08262, over 2474632.60 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0705, over 21890.75 utterances.], batch size: 65, lr: 3.58e-04
2022-08-27 07:37:54,026 INFO [train.py:927] (7/8) Epoch 10, batch 24250, giga_loss[loss=0.3394, simple_loss=0.3818, pruned_loss=0.1485, over 12406.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08144, over 2474217.64 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07152, over 20646.47 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2975, pruned_loss=0.07152, over 2468086.39 frames. utt_duration=1230 frames, utt_pad_proportion=0.06273, over 8034.73 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3203, pruned_loss=0.08287, over 2474971.32 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07159, over 22185.43 utterances.], batch size: 258, lr: 3.58e-04
2022-08-27 07:39:41,287 INFO [train.py:927] (7/8) Epoch 10, batch 24300, giga_loss[loss=0.3016, simple_loss=0.3551, pruned_loss=0.1241, over 12378.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07896, over 213.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3165, pruned_loss=0.07983, over 2474692.47 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06931, over 20494.43 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2971, pruned_loss=0.07115, over 2467939.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06131, over 7990.17 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3197, pruned_loss=0.08159, over 2475660.05 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07006, over 22165.87 utterances.], batch size: 213, lr: 3.58e-04
2022-08-27 07:41:24,623 INFO [train.py:927] (7/8) Epoch 10, batch 24350, giga_loss[loss=0.248, simple_loss=0.3207, pruned_loss=0.08764, over 12360.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3156, pruned_loss=0.07919, over 2474429.16 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06711, over 20599.83 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2972, pruned_loss=0.07119, over 2468296.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06083, over 7986.23 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3183, pruned_loss=0.08067, over 2474941.54 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06805, over 22102.59 utterances.], batch size: 104, lr: 3.58e-04
2022-08-27 07:43:04,891 INFO [train.py:927] (7/8) Epoch 10, batch 24400, giga_loss[loss=0.2469, simple_loss=0.3161, pruned_loss=0.08883, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03104, over 85.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3147, pruned_loss=0.07902, over 2475186.01 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06764, over 20810.52 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2974, pruned_loss=0.07096, over 2468618.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.05986, over 7974.60 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08055, over 2475418.02 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06868, over 22242.52 utterances.], batch size: 85, lr: 3.58e-04
2022-08-27 07:44:49,266 INFO [train.py:927] (7/8) Epoch 10, batch 24450, giga_loss[loss=0.2207, simple_loss=0.2964, pruned_loss=0.07246, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02967, over 80.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3129, pruned_loss=0.07905, over 2474775.28 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07236, over 20962.46 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2973, pruned_loss=0.07095, over 2469104.29 frames. utt_duration=1239 frames, utt_pad_proportion=0.05923, over 7979.01 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08054, over 2474704.27 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07326, over 22522.43 utterances.], batch size: 80, lr: 3.57e-04
2022-08-27 07:46:32,422 INFO [train.py:927] (7/8) Epoch 10, batch 24500, giga_loss[loss=0.2192, simple_loss=0.309, pruned_loss=0.06469, over 12387.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02714, over 70.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07879, over 2474534.29 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07329, over 20986.28 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2972, pruned_loss=0.07095, over 2468994.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.05856, over 7959.44 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3141, pruned_loss=0.08008, over 2474656.44 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0742, over 22419.68 utterances.], batch size: 70, lr: 3.57e-04
2022-08-27 07:48:15,166 INFO [train.py:927] (7/8) Epoch 10, batch 24550, giga_loss[loss=0.2332, simple_loss=0.3156, pruned_loss=0.0754, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02327, over 48.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07978, over 2474257.79 frames. utt_duration=460 frames, utt_pad_proportion=0.07595, over 21583.61 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2971, pruned_loss=0.07092, over 2468690.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.05776, over 7947.41 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3156, pruned_loss=0.08098, over 2474706.54 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07687, over 22977.29 utterances.], batch size: 48, lr: 3.57e-04
2022-08-27 07:50:00,420 INFO [train.py:927] (7/8) Epoch 10, batch 24600, giga_loss[loss=0.2029, simple_loss=0.2869, pruned_loss=0.0595, over 12323.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03092, over 28.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3138, pruned_loss=0.07978, over 2473943.40 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07698, over 21735.95 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.07087, over 2468831.88 frames. utt_duration=1245 frames, utt_pad_proportion=0.05673, over 7944.10 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08103, over 2474339.70 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07812, over 23226.41 utterances.], batch size: 28, lr: 3.57e-04
2022-08-27 07:51:45,896 INFO [train.py:927] (7/8) Epoch 10, batch 24650, giga_loss[loss=0.2165, simple_loss=0.3012, pruned_loss=0.0659, over 12448.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03497, over 105.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.0807, over 2474064.94 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08001, over 21647.94 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2973, pruned_loss=0.07075, over 2468681.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.05634, over 7951.21 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08196, over 2474598.23 frames. utt_duration=430.6 frames, utt_pad_proportion=0.081, over 23066.03 utterances.], batch size: 105, lr: 3.57e-04
2022-08-27 07:53:27,566 INFO [train.py:927] (7/8) Epoch 10, batch 24700, giga_loss[loss=0.2486, simple_loss=0.3256, pruned_loss=0.0858, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3162, pruned_loss=0.08285, over 2474367.99 frames. utt_duration=453.5 frames, utt_pad_proportion=0.0794, over 21892.51 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2974, pruned_loss=0.07065, over 2468658.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.0555, over 7950.38 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.318, pruned_loss=0.08419, over 2474971.79 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08065, over 23338.93 utterances.], batch size: 42, lr: 3.57e-04
2022-08-27 07:55:13,638 INFO [train.py:927] (7/8) Epoch 10, batch 24750, giga_loss[loss=0.2262, simple_loss=0.3014, pruned_loss=0.07548, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02284, over 48.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3158, pruned_loss=0.08286, over 2474719.07 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07774, over 21293.32 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2975, pruned_loss=0.07073, over 2469018.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.05874, over 8003.14 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3174, pruned_loss=0.08406, over 2474986.59 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07801, over 22632.55 utterances.], batch size: 48, lr: 3.57e-04
2022-08-27 07:56:53,631 INFO [train.py:927] (7/8) Epoch 10, batch 24800, giga_loss[loss=0.2193, simple_loss=0.3148, pruned_loss=0.06192, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04376, over 31.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3153, pruned_loss=0.08124, over 2474708.30 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07393, over 20550.13 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2975, pruned_loss=0.07065, over 2468894.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.05791, over 7974.29 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3169, pruned_loss=0.08247, over 2475117.06 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07473, over 21864.74 utterances.], batch size: 31, lr: 3.57e-04
2022-08-27 07:58:38,088 INFO [train.py:927] (7/8) Epoch 10, batch 24850, giga_loss[loss=0.2402, simple_loss=0.3115, pruned_loss=0.08441, over 12442.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03174, over 55.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3128, pruned_loss=0.07975, over 2474247.94 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07573, over 20722.04 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2974, pruned_loss=0.07052, over 2468518.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.05651, over 7947.75 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3148, pruned_loss=0.08117, over 2475070.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0769, over 22202.58 utterances.], batch size: 55, lr: 3.57e-04
2022-08-27 08:00:20,137 INFO [train.py:927] (7/8) Epoch 10, batch 24900, giga_loss[loss=0.2273, simple_loss=0.31, pruned_loss=0.07225, over 12382.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3123, pruned_loss=0.08024, over 2473413.53 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07879, over 20792.52 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2973, pruned_loss=0.07053, over 2468386.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06015, over 7995.84 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08171, over 2474400.90 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0786, over 22422.21 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 08:02:08,524 INFO [train.py:927] (7/8) Epoch 10, batch 24950, giga_loss[loss=0.2496, simple_loss=0.3381, pruned_loss=0.08053, over 12395.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05887, over 182.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08089, over 2473769.28 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07666, over 21019.88 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2975, pruned_loss=0.07061, over 2468210.85 frames. utt_duration=1232 frames, utt_pad_proportion=0.06056, over 8024.91 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08209, over 2474751.74 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07662, over 22438.00 utterances.], batch size: 182, lr: 3.57e-04
2022-08-27 08:03:52,889 INFO [train.py:927] (7/8) Epoch 10, batch 25000, giga_loss[loss=0.2234, simple_loss=0.3135, pruned_loss=0.06662, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03274, over 51.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3166, pruned_loss=0.08063, over 2473517.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0759, over 20962.73 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2971, pruned_loss=0.07042, over 2467960.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.05974, over 7991.77 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3189, pruned_loss=0.08206, over 2474704.36 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07634, over 22500.63 utterances.], batch size: 51, lr: 3.57e-04
2022-08-27 08:05:38,238 INFO [train.py:927] (7/8) Epoch 10, batch 25050, giga_loss[loss=0.3522, simple_loss=0.3953, pruned_loss=0.1546, over 12398.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07745, over 213.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08258, over 2473506.14 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07427, over 20416.69 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2976, pruned_loss=0.07069, over 2468519.47 frames. utt_duration=1238 frames, utt_pad_proportion=0.05848, over 7985.23 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3208, pruned_loss=0.08377, over 2474090.12 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0753, over 22001.71 utterances.], batch size: 213, lr: 3.57e-04
2022-08-27 08:07:25,099 INFO [train.py:927] (7/8) Epoch 10, batch 25100, giga_loss[loss=0.2151, simple_loss=0.2911, pruned_loss=0.06956, over 12349.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03306, over 51.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3189, pruned_loss=0.08382, over 2473594.27 frames. utt_duration=475.6 frames, utt_pad_proportion=0.08356, over 20868.95 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.298, pruned_loss=0.0709, over 2468380.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.0616, over 8049.48 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.321, pruned_loss=0.08513, over 2474387.39 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08317, over 22639.41 utterances.], batch size: 51, lr: 3.57e-04
2022-08-27 08:09:09,150 INFO [train.py:927] (7/8) Epoch 10, batch 25150, giga_loss[loss=0.225, simple_loss=0.3019, pruned_loss=0.07401, over 12365.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.08355, over 2473443.60 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07606, over 20146.15 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2978, pruned_loss=0.07088, over 2468047.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06055, over 8017.50 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08491, over 2474508.76 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07674, over 21869.25 utterances.], batch size: 58, lr: 3.57e-04
2022-08-27 08:10:53,618 INFO [train.py:927] (7/8) Epoch 10, batch 25200, giga_loss[loss=0.2464, simple_loss=0.3205, pruned_loss=0.08612, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3169, pruned_loss=0.08337, over 2473236.13 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07571, over 19915.69 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2975, pruned_loss=0.0707, over 2467871.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.05951, over 7977.52 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3194, pruned_loss=0.08489, over 2474372.63 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07669, over 21592.38 utterances.], batch size: 97, lr: 3.57e-04
2022-08-27 08:12:37,079 INFO [train.py:927] (7/8) Epoch 10, batch 25250, giga_loss[loss=0.2193, simple_loss=0.3027, pruned_loss=0.06797, over 12324.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.03081, over 66.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3142, pruned_loss=0.08157, over 2473360.81 frames. utt_duration=524.1 frames, utt_pad_proportion=0.07334, over 18931.21 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2974, pruned_loss=0.07057, over 2468057.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.0623, over 8013.15 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.317, pruned_loss=0.08334, over 2474304.65 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07372, over 20664.26 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 08:14:20,276 INFO [train.py:927] (7/8) Epoch 10, batch 25300, giga_loss[loss=0.2463, simple_loss=0.3174, pruned_loss=0.08762, over 12474.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02918, over 55.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3143, pruned_loss=0.08153, over 2473323.33 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07574, over 19472.70 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07016, over 2467753.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06114, over 7961.33 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3174, pruned_loss=0.0836, over 2474501.27 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07631, over 21202.18 utterances.], batch size: 55, lr: 3.57e-04
2022-08-27 08:16:07,036 INFO [train.py:927] (7/8) Epoch 10, batch 25350, giga_loss[loss=0.1935, simple_loss=0.2805, pruned_loss=0.05328, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03563, over 37.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3159, pruned_loss=0.08212, over 2473901.02 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07332, over 19798.48 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07014, over 2467555.06 frames. utt_duration=1244 frames, utt_pad_proportion=0.06029, over 7942.18 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3188, pruned_loss=0.084, over 2475126.86 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07432, over 21400.94 utterances.], batch size: 37, lr: 3.57e-04
2022-08-27 08:17:51,614 INFO [train.py:927] (7/8) Epoch 10, batch 25400, giga_loss[loss=0.2247, simple_loss=0.3169, pruned_loss=0.06622, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08044, over 2474111.78 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07312, over 19242.70 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2968, pruned_loss=0.07018, over 2468031.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.06014, over 7966.32 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3187, pruned_loss=0.08228, over 2474877.19 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0742, over 20879.46 utterances.], batch size: 105, lr: 3.57e-04
2022-08-27 08:19:36,052 INFO [train.py:927] (7/8) Epoch 10, batch 25450, giga_loss[loss=0.4077, simple_loss=0.4344, pruned_loss=0.1905, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3193, pruned_loss=0.08111, over 2474244.17 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0702, over 19338.59 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2966, pruned_loss=0.0701, over 2467880.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.05995, over 7956.49 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3219, pruned_loss=0.08265, over 2475003.19 frames. utt_duration=480.3 frames, utt_pad_proportion=0.0713, over 20676.17 utterances.], batch size: 258, lr: 3.57e-04
2022-08-27 08:21:17,566 INFO [train.py:927] (7/8) Epoch 10, batch 25500, giga_loss[loss=0.2458, simple_loss=0.3258, pruned_loss=0.08291, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03159, over 86.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3217, pruned_loss=0.08292, over 2474365.62 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06852, over 19444.32 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.297, pruned_loss=0.07023, over 2467790.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.05979, over 7968.92 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3235, pruned_loss=0.08413, over 2475106.51 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06958, over 20591.69 utterances.], batch size: 86, lr: 3.57e-04
2022-08-27 08:22:58,829 INFO [train.py:927] (7/8) Epoch 10, batch 25550, libri_loss[loss=0.1931, simple_loss=0.2738, pruned_loss=0.0562, over 12287.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005458, over 32.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.321, pruned_loss=0.08284, over 2474896.94 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06638, over 19628.91 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2968, pruned_loss=0.06999, over 2467896.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.05893, over 7938.80 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3232, pruned_loss=0.08427, over 2475514.88 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06769, over 20789.10 utterances.], batch size: 32, lr: 3.57e-04
2022-08-27 08:24:43,556 INFO [train.py:927] (7/8) Epoch 10, batch 25600, libri_loss[loss=0.1902, simple_loss=0.2749, pruned_loss=0.05281, over 12205.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007475, over 30.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3213, pruned_loss=0.08139, over 2475124.43 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06852, over 19594.45 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2965, pruned_loss=0.06991, over 2467811.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.05767, over 7902.05 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3238, pruned_loss=0.08294, over 2475893.81 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06995, over 20866.38 utterances.], batch size: 30, lr: 3.57e-04
2022-08-27 08:26:26,462 INFO [train.py:927] (7/8) Epoch 10, batch 25650, giga_loss[loss=0.2865, simple_loss=0.3469, pruned_loss=0.1131, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3214, pruned_loss=0.08157, over 2475293.99 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07159, over 19728.99 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07008, over 2467807.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05714, over 7894.61 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3236, pruned_loss=0.0828, over 2476004.81 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0728, over 20897.48 utterances.], batch size: 258, lr: 3.57e-04
2022-08-27 08:28:14,089 INFO [train.py:927] (7/8) Epoch 10, batch 25700, giga_loss[loss=0.2316, simple_loss=0.3039, pruned_loss=0.07966, over 12437.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04436, over 134.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3199, pruned_loss=0.08155, over 2475533.71 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07141, over 19616.47 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07008, over 2467807.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05714, over 7894.61 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3216, pruned_loss=0.08251, over 2476086.94 frames. utt_duration=484 frames, utt_pad_proportion=0.07238, over 20525.93 utterances.], batch size: 134, lr: 3.57e-04
2022-08-27 08:30:03,734 INFO [train.py:927] (7/8) Epoch 10, batch 25750, giga_loss[loss=0.2285, simple_loss=0.3098, pruned_loss=0.07355, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03242, over 122.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3187, pruned_loss=0.08265, over 2474827.27 frames. utt_duration=474.4 frames, utt_pad_proportion=0.0811, over 20931.41 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.297, pruned_loss=0.07032, over 2467837.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.05746, over 7914.54 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.32, pruned_loss=0.08329, over 2475306.22 frames. utt_duration=457 frames, utt_pad_proportion=0.08144, over 21737.66 utterances.], batch size: 122, lr: 3.57e-04
2022-08-27 08:31:47,146 INFO [train.py:927] (7/8) Epoch 10, batch 25800, giga_loss[loss=0.2467, simple_loss=0.3184, pruned_loss=0.08747, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0321, over 85.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.08267, over 2474982.11 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08289, over 21134.55 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2977, pruned_loss=0.07061, over 2468011.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.05707, over 7935.27 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08321, over 2475366.95 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08346, over 22067.43 utterances.], batch size: 85, lr: 3.57e-04
2022-08-27 08:33:25,628 INFO [train.py:927] (7/8) Epoch 10, batch 25850, giga_loss[loss=0.2163, simple_loss=0.3017, pruned_loss=0.06549, over 12426.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07995, over 2474967.12 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08642, over 22597.81 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07035, over 2467751.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.05669, over 7916.96 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3161, pruned_loss=0.0807, over 2475563.14 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08691, over 23472.27 utterances.], batch size: 123, lr: 3.57e-04
2022-08-27 08:35:15,508 INFO [train.py:927] (7/8) Epoch 10, batch 25900, giga_loss[loss=0.2008, simple_loss=0.2854, pruned_loss=0.0581, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04524, over 26.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3134, pruned_loss=0.07861, over 2475319.70 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08434, over 22711.62 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07035, over 2467751.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.05669, over 7916.96 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.07919, over 2475783.59 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08478, over 23392.23 utterances.], batch size: 26, lr: 3.56e-04
2022-08-27 08:36:57,395 INFO [train.py:927] (7/8) Epoch 10, batch 25950, giga_loss[loss=0.2249, simple_loss=0.3116, pruned_loss=0.06907, over 12424.00 frames. utt_duration=905.1 frames, utt_pad_proportion=0.0268, over 55.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3098, pruned_loss=0.07676, over 2475227.66 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08092, over 21635.55 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.297, pruned_loss=0.07008, over 2468232.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.05539, over 7882.26 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07773, over 2475390.62 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0821, over 22689.00 utterances.], batch size: 55, lr: 3.56e-04
2022-08-27 08:38:39,988 INFO [train.py:927] (7/8) Epoch 10, batch 26000, giga_loss[loss=0.2625, simple_loss=0.3336, pruned_loss=0.09565, over 12382.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07391, over 212.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07772, over 2474744.98 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07903, over 21510.86 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2969, pruned_loss=0.07002, over 2468346.12 frames. utt_duration=1258 frames, utt_pad_proportion=0.05449, over 7857.94 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3131, pruned_loss=0.07875, over 2474944.94 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08056, over 22753.94 utterances.], batch size: 212, lr: 3.56e-04
2022-08-27 08:40:24,320 INFO [train.py:927] (7/8) Epoch 10, batch 26050, giga_loss[loss=0.2719, simple_loss=0.3409, pruned_loss=0.1014, over 12357.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06614, over 183.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3145, pruned_loss=0.0808, over 2474172.03 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08709, over 23134.12 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.297, pruned_loss=0.07012, over 2467863.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.05853, over 7911.41 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08174, over 2474913.38 frames. utt_duration=407.1 frames, utt_pad_proportion=0.08684, over 24403.94 utterances.], batch size: 183, lr: 3.56e-04
2022-08-27 08:42:07,802 INFO [train.py:927] (7/8) Epoch 10, batch 26100, giga_loss[loss=0.2359, simple_loss=0.3072, pruned_loss=0.08226, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03431, over 42.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08102, over 2473325.76 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08374, over 22592.78 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2964, pruned_loss=0.0699, over 2467766.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05722, over 7884.95 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08235, over 2474214.40 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08442, over 24170.51 utterances.], batch size: 42, lr: 3.56e-04
2022-08-27 08:43:53,322 INFO [train.py:927] (7/8) Epoch 10, batch 26150, giga_loss[loss=0.2995, simple_loss=0.3416, pruned_loss=0.1287, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2035, over 369.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3162, pruned_loss=0.08154, over 2474060.12 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08562, over 22307.35 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2969, pruned_loss=0.07023, over 2468082.55 frames. utt_duration=1240 frames, utt_pad_proportion=0.06191, over 7970.95 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08251, over 2474584.49 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08505, over 23740.95 utterances.], batch size: 369, lr: 3.56e-04
2022-08-27 08:45:44,410 INFO [train.py:927] (7/8) Epoch 10, batch 26200, giga_loss[loss=0.2145, simple_loss=0.3071, pruned_loss=0.06099, over 12378.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03667, over 80.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3174, pruned_loss=0.08163, over 2474076.22 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08008, over 21850.61 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2971, pruned_loss=0.0703, over 2468213.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.06165, over 7966.10 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3187, pruned_loss=0.08238, over 2474403.42 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08, over 23034.95 utterances.], batch size: 80, lr: 3.56e-04
2022-08-27 08:47:30,645 INFO [train.py:927] (7/8) Epoch 10, batch 26250, giga_loss[loss=0.2022, simple_loss=0.2805, pruned_loss=0.06195, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.317, pruned_loss=0.08097, over 2474171.56 frames. utt_duration=432 frames, utt_pad_proportion=0.08742, over 22985.05 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2974, pruned_loss=0.07043, over 2468048.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.06177, over 7982.66 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3181, pruned_loss=0.08157, over 2474655.55 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08712, over 24102.55 utterances.], batch size: 34, lr: 3.56e-04
2022-08-27 08:49:15,047 INFO [train.py:927] (7/8) Epoch 10, batch 26300, giga_loss[loss=0.2322, simple_loss=0.3093, pruned_loss=0.07755, over 12387.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04482, over 146.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3171, pruned_loss=0.08165, over 2474491.86 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08625, over 23087.29 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2975, pruned_loss=0.07039, over 2468208.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06133, over 7982.86 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08232, over 2474807.53 frames. utt_duration=411 frames, utt_pad_proportion=0.0863, over 24173.66 utterances.], batch size: 146, lr: 3.56e-04
2022-08-27 08:50:59,125 INFO [train.py:927] (7/8) Epoch 10, batch 26350, giga_loss[loss=0.2789, simple_loss=0.3418, pruned_loss=0.108, over 12403.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02537, over 91.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3159, pruned_loss=0.08164, over 2473839.45 frames. utt_duration=437.8 frames, utt_pad_proportion=0.08844, over 22675.54 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.298, pruned_loss=0.07056, over 2468350.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.06502, over 8063.91 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3166, pruned_loss=0.08222, over 2474080.15 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08756, over 23727.39 utterances.], batch size: 91, lr: 3.56e-04
2022-08-27 08:52:39,349 INFO [train.py:927] (7/8) Epoch 10, batch 26400, giga_loss[loss=0.2168, simple_loss=0.3061, pruned_loss=0.06374, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03249, over 75.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3152, pruned_loss=0.08139, over 2473456.07 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08343, over 21742.74 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.298, pruned_loss=0.07047, over 2468621.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06367, over 8071.12 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3165, pruned_loss=0.08236, over 2473603.55 frames. utt_duration=429 frames, utt_pad_proportion=0.08364, over 23145.25 utterances.], batch size: 75, lr: 3.56e-04
2022-08-27 08:54:20,791 INFO [train.py:927] (7/8) Epoch 10, batch 26450, giga_loss[loss=0.2835, simple_loss=0.3475, pruned_loss=0.1097, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.317, pruned_loss=0.08323, over 2473641.75 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08175, over 21931.25 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2984, pruned_loss=0.07074, over 2468969.58 frames. utt_duration=1206 frames, utt_pad_proportion=0.06881, over 8200.77 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3179, pruned_loss=0.08396, over 2473531.15 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08057, over 23171.15 utterances.], batch size: 182, lr: 3.56e-04
2022-08-27 08:56:01,098 INFO [train.py:927] (7/8) Epoch 10, batch 26500, giga_loss[loss=0.2591, simple_loss=0.3256, pruned_loss=0.0963, over 12368.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03821, over 113.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3177, pruned_loss=0.08407, over 2474486.07 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07856, over 21791.70 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2985, pruned_loss=0.07071, over 2469026.73 frames. utt_duration=1202 frames, utt_pad_proportion=0.06942, over 8225.77 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3184, pruned_loss=0.08471, over 2474372.68 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07761, over 22796.00 utterances.], batch size: 113, lr: 3.56e-04
2022-08-27 08:57:42,425 INFO [train.py:927] (7/8) Epoch 10, batch 26550, giga_loss[loss=0.278, simple_loss=0.3293, pruned_loss=0.1133, over 12361.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3193, pruned_loss=0.08503, over 2473985.44 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08803, over 22786.21 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2996, pruned_loss=0.07113, over 2469214.90 frames. utt_duration=1173 frames, utt_pad_proportion=0.0781, over 8428.71 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3192, pruned_loss=0.08542, over 2473815.41 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08434, over 23661.34 utterances.], batch size: 366, lr: 3.56e-04
2022-08-27 08:59:24,854 INFO [train.py:927] (7/8) Epoch 10, batch 26600, giga_loss[loss=0.2287, simple_loss=0.3167, pruned_loss=0.07036, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03327, over 42.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3211, pruned_loss=0.08585, over 2473473.58 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08542, over 22210.99 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3009, pruned_loss=0.07159, over 2469293.90 frames. utt_duration=1149 frames, utt_pad_proportion=0.08601, over 8605.69 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3201, pruned_loss=0.08592, over 2473327.77 frames. utt_duration=433 frames, utt_pad_proportion=0.07968, over 22928.65 utterances.], batch size: 42, lr: 3.56e-04
2022-08-27 08:59:55,681 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-27 09:02:20,193 INFO [train.py:927] (7/8) Epoch 11, batch 50, giga_loss[loss=0.2022, simple_loss=0.2881, pruned_loss=0.05812, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3187, pruned_loss=0.07125, over 548644.21 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07384, over 4518.91 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.313, pruned_loss=0.05916, over 49189.91 frames. utt_duration=977.9 frames, utt_pad_proportion=0.09074, over 201.49 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3193, pruned_loss=0.07237, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 3.47e-04
2022-08-27 09:04:00,702 INFO [train.py:927] (7/8) Epoch 11, batch 100, giga_loss[loss=0.1688, simple_loss=0.2545, pruned_loss=0.04155, over 12400.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.297, pruned_loss=0.06198, over 975765.12 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06888, over 7105.19 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2995, pruned_loss=0.06122, over 132787.88 frames. utt_duration=1184 frames, utt_pad_proportion=0.06062, over 449.08 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2972, pruned_loss=0.06225, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 66, lr: 3.47e-04
2022-08-27 09:05:46,895 INFO [train.py:927] (7/8) Epoch 11, batch 150, giga_loss[loss=0.1579, simple_loss=0.2359, pruned_loss=0.04, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03208, over 85.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2812, pruned_loss=0.05566, over 1308339.39 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06645, over 9684.88 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05884, over 167658.20 frames. utt_duration=1239 frames, utt_pad_proportion=0.05261, over 541.90 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2806, pruned_loss=0.05565, over 1223612.33 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06737, over 9594.83 utterances.], batch size: 85, lr: 3.47e-04
2022-08-27 09:07:26,178 INFO [train.py:927] (7/8) Epoch 11, batch 200, giga_loss[loss=0.1657, simple_loss=0.2503, pruned_loss=0.04052, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2709, pruned_loss=0.05136, over 1566475.87 frames. utt_duration=539 frames, utt_pad_proportion=0.06629, over 11656.73 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.0597, over 235799.80 frames. utt_duration=1139 frames, utt_pad_proportion=0.09066, over 828.85 utterances.], giga_tot_loss[loss=0.1853, simple_loss=0.269, pruned_loss=0.05076, over 1470968.83 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06488, over 11601.96 utterances.], batch size: 113, lr: 3.47e-04
2022-08-27 09:09:07,233 INFO [train.py:927] (7/8) Epoch 11, batch 250, giga_loss[loss=0.1539, simple_loss=0.2381, pruned_loss=0.03483, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2659, pruned_loss=0.04899, over 1767460.55 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05967, over 12808.30 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.296, pruned_loss=0.05926, over 301906.88 frames. utt_duration=1175 frames, utt_pad_proportion=0.07672, over 1029.45 utterances.], giga_tot_loss[loss=0.1797, simple_loss=0.2631, pruned_loss=0.04812, over 1669498.00 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05922, over 12892.91 utterances.], batch size: 54, lr: 3.47e-04
2022-08-27 09:10:46,691 INFO [train.py:927] (7/8) Epoch 11, batch 300, giga_loss[loss=0.1613, simple_loss=0.2468, pruned_loss=0.0379, over 12354.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2615, pruned_loss=0.04757, over 1923912.55 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06348, over 14372.97 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.0572, over 355369.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.0684, over 1165.40 utterances.], giga_tot_loss[loss=0.1764, simple_loss=0.259, pruned_loss=0.0469, over 1832068.43 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0636, over 14617.49 utterances.], batch size: 51, lr: 3.47e-04
2022-08-27 09:12:27,673 INFO [train.py:927] (7/8) Epoch 11, batch 350, giga_loss[loss=0.1678, simple_loss=0.2473, pruned_loss=0.04418, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03967, over 113.00 utterances.], tot_loss[loss=0.177, simple_loss=0.2598, pruned_loss=0.04706, over 2046346.26 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05977, over 14839.00 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05773, over 428578.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.05866, over 1371.66 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.2566, pruned_loss=0.04603, over 1956885.86 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06064, over 15269.17 utterances.], batch size: 113, lr: 3.47e-04
2022-08-27 09:14:05,956 INFO [train.py:927] (7/8) Epoch 11, batch 400, giga_loss[loss=0.1653, simple_loss=0.2387, pruned_loss=0.04598, over 12360.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.1735, simple_loss=0.2559, pruned_loss=0.04558, over 2141046.89 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06768, over 16137.85 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05804, over 488787.29 frames. utt_duration=1281 frames, utt_pad_proportion=0.05189, over 1528.53 utterances.], giga_tot_loss[loss=0.1704, simple_loss=0.2523, pruned_loss=0.04429, over 2059473.21 frames. utt_duration=494.4 frames, utt_pad_proportion=0.0687, over 16713.37 utterances.], batch size: 363, lr: 3.47e-04
2022-08-27 09:15:44,879 INFO [train.py:927] (7/8) Epoch 11, batch 450, libri_loss[loss=0.166, simple_loss=0.2656, pruned_loss=0.03318, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01006, over 29.00 utterances.], tot_loss[loss=0.1704, simple_loss=0.2529, pruned_loss=0.044, over 2214216.24 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06613, over 16433.29 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05723, over 546962.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.04648, over 1686.59 utterances.], giga_tot_loss[loss=0.1671, simple_loss=0.2486, pruned_loss=0.04274, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 29, lr: 3.47e-04
2022-08-27 09:17:22,496 INFO [train.py:927] (7/8) Epoch 11, batch 500, libri_loss[loss=0.172, simple_loss=0.2608, pruned_loss=0.04157, over 12399.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008608, over 30.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.258, pruned_loss=0.04634, over 2272296.87 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06357, over 16921.47 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05638, over 603733.52 frames. utt_duration=1308 frames, utt_pad_proportion=0.04627, over 1847.89 utterances.], giga_tot_loss[loss=0.1724, simple_loss=0.2542, pruned_loss=0.04528, over 2208048.52 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06511, over 17767.33 utterances.], batch size: 30, lr: 3.47e-04
2022-08-27 09:19:04,585 INFO [train.py:927] (7/8) Epoch 11, batch 550, giga_loss[loss=0.2471, simple_loss=0.3248, pruned_loss=0.08469, over 12463.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03415, over 105.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2705, pruned_loss=0.05228, over 2317796.34 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06495, over 16847.64 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05617, over 677223.53 frames. utt_duration=1282 frames, utt_pad_proportion=0.04843, over 2115.21 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2669, pruned_loss=0.05135, over 2259342.24 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06616, over 17816.26 utterances.], batch size: 105, lr: 3.47e-04
2022-08-27 09:20:43,945 INFO [train.py:927] (7/8) Epoch 11, batch 600, giga_loss[loss=0.2235, simple_loss=0.3164, pruned_loss=0.06529, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2778, pruned_loss=0.05483, over 2351967.02 frames. utt_duration=533 frames, utt_pad_proportion=0.06889, over 17701.62 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05623, over 695049.05 frames. utt_duration=1280 frames, utt_pad_proportion=0.04845, over 2174.85 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.275, pruned_loss=0.05413, over 2304872.71 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06968, over 18534.06 utterances.], batch size: 91, lr: 3.47e-04
2022-08-27 09:22:26,776 INFO [train.py:927] (7/8) Epoch 11, batch 650, giga_loss[loss=0.1885, simple_loss=0.2783, pruned_loss=0.04934, over 12374.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2814, pruned_loss=0.05551, over 2379025.90 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06625, over 18140.46 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05611, over 703860.81 frames. utt_duration=1286 frames, utt_pad_proportion=0.04794, over 2191.98 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2795, pruned_loss=0.05501, over 2341785.12 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06704, over 18848.94 utterances.], batch size: 70, lr: 3.47e-04
2022-08-27 09:24:05,143 INFO [train.py:927] (7/8) Epoch 11, batch 700, giga_loss[loss=0.2092, simple_loss=0.2955, pruned_loss=0.06149, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04873, over 34.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2852, pruned_loss=0.05771, over 2400113.15 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06419, over 17459.31 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2885, pruned_loss=0.05626, over 798510.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04414, over 2482.72 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2836, pruned_loss=0.05734, over 2365558.87 frames. utt_duration=511 frames, utt_pad_proportion=0.0658, over 18571.63 utterances.], batch size: 34, lr: 3.47e-04
2022-08-27 09:25:46,807 INFO [train.py:927] (7/8) Epoch 11, batch 750, giga_loss[loss=0.2864, simple_loss=0.3502, pruned_loss=0.1114, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2906, pruned_loss=0.0603, over 2417256.07 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06446, over 17542.22 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2894, pruned_loss=0.0571, over 856546.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.04258, over 2666.17 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.289, pruned_loss=0.05987, over 2387121.23 frames. utt_duration=511 frames, utt_pad_proportion=0.06616, over 18742.18 utterances.], batch size: 259, lr: 3.47e-04
2022-08-27 09:27:28,995 INFO [train.py:927] (7/8) Epoch 11, batch 800, giga_loss[loss=0.2205, simple_loss=0.3117, pruned_loss=0.06462, over 12369.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.294, pruned_loss=0.06102, over 2429340.84 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06315, over 17330.45 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2889, pruned_loss=0.05694, over 896349.06 frames. utt_duration=1289 frames, utt_pad_proportion=0.04101, over 2784.16 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.293, pruned_loss=0.06082, over 2404373.32 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06502, over 18506.65 utterances.], batch size: 70, lr: 3.47e-04
2022-08-27 09:29:11,378 INFO [train.py:927] (7/8) Epoch 11, batch 850, giga_loss[loss=0.1812, simple_loss=0.2795, pruned_loss=0.04147, over 12371.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03128, over 58.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2962, pruned_loss=0.06141, over 2437979.59 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06517, over 17644.89 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2893, pruned_loss=0.05712, over 935097.15 frames. utt_duration=1301 frames, utt_pad_proportion=0.03913, over 2877.53 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2954, pruned_loss=0.06129, over 2417450.27 frames. utt_duration=515 frames, utt_pad_proportion=0.06699, over 18830.63 utterances.], batch size: 58, lr: 3.47e-04
2022-08-27 09:30:49,679 INFO [train.py:927] (7/8) Epoch 11, batch 900, giga_loss[loss=0.2316, simple_loss=0.3154, pruned_loss=0.07388, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2971, pruned_loss=0.06078, over 2446166.79 frames. utt_duration=563.6 frames, utt_pad_proportion=0.0618, over 17407.66 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.05748, over 965804.04 frames. utt_duration=1295 frames, utt_pad_proportion=0.03971, over 2987.38 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06062, over 2429161.83 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06355, over 18504.50 utterances.], batch size: 86, lr: 3.47e-04
2022-08-27 09:32:32,288 INFO [train.py:927] (7/8) Epoch 11, batch 950, giga_loss[loss=0.2704, simple_loss=0.3197, pruned_loss=0.1105, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06317, over 2452496.85 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06221, over 17099.79 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.291, pruned_loss=0.05712, over 995781.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.0384, over 3062.00 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06328, over 2438506.30 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06393, over 18157.69 utterances.], batch size: 364, lr: 3.47e-04
2022-08-27 09:34:13,501 INFO [train.py:927] (7/8) Epoch 11, batch 1000, giga_loss[loss=0.2216, simple_loss=0.3032, pruned_loss=0.07003, over 12374.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05817, over 162.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2989, pruned_loss=0.06474, over 2456316.39 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05866, over 16545.71 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2906, pruned_loss=0.05706, over 1032295.69 frames. utt_duration=1308 frames, utt_pad_proportion=0.0368, over 3160.48 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2987, pruned_loss=0.06501, over 2444783.56 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06072, over 17600.04 utterances.], batch size: 162, lr: 3.47e-04
2022-08-27 09:35:52,485 INFO [train.py:927] (7/8) Epoch 11, batch 1050, giga_loss[loss=0.1958, simple_loss=0.278, pruned_loss=0.05677, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.0359, over 37.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2969, pruned_loss=0.06429, over 2460102.45 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05687, over 16158.81 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2895, pruned_loss=0.05679, over 1074647.31 frames. utt_duration=1318 frames, utt_pad_proportion=0.03547, over 3264.39 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.0648, over 2450727.11 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05912, over 17254.60 utterances.], batch size: 37, lr: 3.47e-04
2022-08-27 09:37:38,632 INFO [train.py:927] (7/8) Epoch 11, batch 1100, giga_loss[loss=0.1869, simple_loss=0.2769, pruned_loss=0.04843, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04587, over 26.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2956, pruned_loss=0.06337, over 2462493.95 frames. utt_duration=612.7 frames, utt_pad_proportion=0.05847, over 16114.99 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2887, pruned_loss=0.05645, over 1115773.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04489, over 3439.57 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06409, over 2454912.38 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05887, over 17172.75 utterances.], batch size: 26, lr: 3.47e-04
2022-08-27 09:39:18,589 INFO [train.py:927] (7/8) Epoch 11, batch 1150, giga_loss[loss=0.1793, simple_loss=0.2712, pruned_loss=0.04367, over 12453.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03085, over 55.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2929, pruned_loss=0.06224, over 2465557.69 frames. utt_duration=598 frames, utt_pad_proportion=0.05535, over 16533.21 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05624, over 1136014.25 frames. utt_duration=1305 frames, utt_pad_proportion=0.04385, over 3484.73 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2939, pruned_loss=0.06298, over 2459458.22 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05606, over 17500.19 utterances.], batch size: 55, lr: 3.46e-04
2022-08-27 09:41:00,349 INFO [train.py:927] (7/8) Epoch 11, batch 1200, giga_loss[loss=0.2055, simple_loss=0.2863, pruned_loss=0.06231, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2896, pruned_loss=0.06134, over 2468228.66 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06103, over 18128.52 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2882, pruned_loss=0.05621, over 1155957.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.04632, over 3598.89 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2903, pruned_loss=0.062, over 2463327.77 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06103, over 18978.44 utterances.], batch size: 183, lr: 3.46e-04
2022-08-27 09:42:42,225 INFO [train.py:927] (7/8) Epoch 11, batch 1250, giga_loss[loss=0.1845, simple_loss=0.2753, pruned_loss=0.04679, over 12395.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02659, over 70.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2904, pruned_loss=0.0617, over 2469244.71 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06462, over 18047.59 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2894, pruned_loss=0.05668, over 1169137.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.0543, over 3714.42 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2905, pruned_loss=0.06207, over 2465310.49 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06316, over 18742.27 utterances.], batch size: 70, lr: 3.46e-04
2022-08-27 09:44:25,219 INFO [train.py:927] (7/8) Epoch 11, batch 1300, giga_loss[loss=0.1783, simple_loss=0.2599, pruned_loss=0.04834, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2867, pruned_loss=0.05972, over 2469694.03 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05953, over 17182.60 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2886, pruned_loss=0.05619, over 1201336.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.05241, over 3803.59 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2871, pruned_loss=0.06032, over 2466548.75 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05894, over 17961.61 utterances.], batch size: 48, lr: 3.46e-04
2022-08-27 09:46:04,941 INFO [train.py:927] (7/8) Epoch 11, batch 1350, giga_loss[loss=0.1659, simple_loss=0.2548, pruned_loss=0.03845, over 12347.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2844, pruned_loss=0.05931, over 2470509.70 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05927, over 17067.79 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05633, over 1238686.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.05935, over 3979.24 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05983, over 2468194.35 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05766, over 17892.27 utterances.], batch size: 70, lr: 3.46e-04
2022-08-27 09:47:46,556 INFO [train.py:927] (7/8) Epoch 11, batch 1400, libri_loss[loss=0.1664, simple_loss=0.2571, pruned_loss=0.0379, over 12236.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008201, over 29.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2811, pruned_loss=0.05796, over 2471099.05 frames. utt_duration=604.1 frames, utt_pad_proportion=0.0572, over 16403.81 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.05587, over 1268958.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05735, over 4042.05 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2815, pruned_loss=0.05865, over 2469468.99 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05642, over 17306.00 utterances.], batch size: 29, lr: 3.46e-04
2022-08-27 09:49:28,776 INFO [train.py:927] (7/8) Epoch 11, batch 1450, giga_loss[loss=0.1972, simple_loss=0.2655, pruned_loss=0.06448, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04625, over 26.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2789, pruned_loss=0.05733, over 2471415.23 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05409, over 16168.33 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2874, pruned_loss=0.05579, over 1304192.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.05518, over 4115.95 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2793, pruned_loss=0.05796, over 2470448.33 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05406, over 17153.46 utterances.], batch size: 26, lr: 3.46e-04
2022-08-27 09:51:11,444 INFO [train.py:927] (7/8) Epoch 11, batch 1500, giga_loss[loss=0.1788, simple_loss=0.2636, pruned_loss=0.04697, over 12454.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03091, over 55.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2768, pruned_loss=0.05679, over 2470954.36 frames. utt_duration=627.3 frames, utt_pad_proportion=0.05525, over 15793.15 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.05591, over 1332849.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.06117, over 4260.60 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2769, pruned_loss=0.05725, over 2470365.08 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05392, over 16712.41 utterances.], batch size: 55, lr: 3.46e-04
2022-08-27 09:52:53,377 INFO [train.py:927] (7/8) Epoch 11, batch 1550, giga_loss[loss=0.1936, simple_loss=0.2726, pruned_loss=0.0573, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02839, over 45.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.276, pruned_loss=0.05639, over 2471482.11 frames. utt_duration=648.4 frames, utt_pad_proportion=0.05182, over 15282.49 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2866, pruned_loss=0.05553, over 1354980.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05956, over 4302.10 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2762, pruned_loss=0.05694, over 2471444.01 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05122, over 16172.19 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 09:54:31,740 INFO [train.py:927] (7/8) Epoch 11, batch 1600, libri_loss[loss=0.1919, simple_loss=0.2829, pruned_loss=0.0504, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005294, over 34.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2788, pruned_loss=0.05723, over 2471051.95 frames. utt_duration=650.2 frames, utt_pad_proportion=0.0521, over 15237.19 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2857, pruned_loss=0.0549, over 1419410.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.05549, over 4451.71 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.279, pruned_loss=0.05812, over 2471738.06 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05254, over 16443.35 utterances.], batch size: 34, lr: 3.46e-04
2022-08-27 09:56:14,320 INFO [train.py:927] (7/8) Epoch 11, batch 1650, giga_loss[loss=0.219, simple_loss=0.3103, pruned_loss=0.06385, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2849, pruned_loss=0.06065, over 2471757.26 frames. utt_duration=599.1 frames, utt_pad_proportion=0.06039, over 16544.74 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2858, pruned_loss=0.05491, over 1424625.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.0551, over 4464.45 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2849, pruned_loss=0.06136, over 2472336.06 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06037, over 17532.43 utterances.], batch size: 70, lr: 3.46e-04
2022-08-27 09:57:57,204 INFO [train.py:927] (7/8) Epoch 11, batch 1700, giga_loss[loss=0.233, simple_loss=0.3162, pruned_loss=0.07494, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2899, pruned_loss=0.06202, over 2471924.94 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05855, over 16542.98 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2854, pruned_loss=0.05478, over 1460921.39 frames. utt_duration=1263 frames, utt_pad_proportion=0.06053, over 4633.60 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2903, pruned_loss=0.06288, over 2472240.54 frames. utt_duration=564 frames, utt_pad_proportion=0.05755, over 17579.77 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 09:59:39,141 INFO [train.py:927] (7/8) Epoch 11, batch 1750, giga_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05921, over 12283.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.0262, over 54.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2959, pruned_loss=0.06499, over 2472129.42 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06514, over 17536.47 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2859, pruned_loss=0.05511, over 1480894.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.06009, over 4706.17 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2961, pruned_loss=0.06567, over 2472477.75 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06425, over 18532.17 utterances.], batch size: 54, lr: 3.46e-04
2022-08-27 10:01:23,392 INFO [train.py:927] (7/8) Epoch 11, batch 1800, giga_loss[loss=0.2022, simple_loss=0.2917, pruned_loss=0.05639, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2946, pruned_loss=0.06308, over 2472107.81 frames. utt_duration=562.3 frames, utt_pad_proportion=0.0697, over 17633.46 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2863, pruned_loss=0.05526, over 1490963.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.0663, over 4811.05 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2946, pruned_loss=0.06361, over 2472226.71 frames. utt_duration=538 frames, utt_pad_proportion=0.06735, over 18432.52 utterances.], batch size: 161, lr: 3.46e-04
2022-08-27 10:03:07,602 INFO [train.py:927] (7/8) Epoch 11, batch 1850, giga_loss[loss=0.2523, simple_loss=0.3304, pruned_loss=0.08708, over 12440.00 frames. utt_duration=542.4 frames, utt_pad_proportion=0.03323, over 92.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2952, pruned_loss=0.06319, over 2473007.96 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07532, over 18475.52 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05528, over 1510446.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06484, over 4854.51 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06374, over 2473091.46 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07376, over 19317.06 utterances.], batch size: 92, lr: 3.46e-04
2022-08-27 10:04:52,718 INFO [train.py:927] (7/8) Epoch 11, batch 1900, giga_loss[loss=0.2412, simple_loss=0.3155, pruned_loss=0.08347, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04184, over 133.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2972, pruned_loss=0.06471, over 2472925.42 frames. utt_duration=525.6 frames, utt_pad_proportion=0.07826, over 18874.94 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.05525, over 1529452.31 frames. utt_duration=1224 frames, utt_pad_proportion=0.06956, over 5004.23 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06531, over 2473079.02 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07604, over 19654.52 utterances.], batch size: 133, lr: 3.46e-04
2022-08-27 10:06:38,258 INFO [train.py:927] (7/8) Epoch 11, batch 1950, giga_loss[loss=0.2398, simple_loss=0.3224, pruned_loss=0.0786, over 12348.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2993, pruned_loss=0.06668, over 2473864.39 frames. utt_duration=531.2 frames, utt_pad_proportion=0.07475, over 18680.12 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2865, pruned_loss=0.05519, over 1552908.25 frames. utt_duration=1235 frames, utt_pad_proportion=0.06775, over 5036.81 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2997, pruned_loss=0.06742, over 2473904.19 frames. utt_duration=507 frames, utt_pad_proportion=0.07355, over 19574.28 utterances.], batch size: 62, lr: 3.46e-04
2022-08-27 10:08:22,981 INFO [train.py:927] (7/8) Epoch 11, batch 2000, giga_loss[loss=0.225, simple_loss=0.3087, pruned_loss=0.07066, over 12227.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3004, pruned_loss=0.06737, over 2473424.86 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06927, over 18310.18 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05531, over 1562069.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.0669, over 5057.40 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3009, pruned_loss=0.06799, over 2473463.60 frames. utt_duration=519 frames, utt_pad_proportion=0.06874, over 19117.51 utterances.], batch size: 39, lr: 3.46e-04
2022-08-27 10:10:05,379 INFO [train.py:927] (7/8) Epoch 11, batch 2050, giga_loss[loss=0.2112, simple_loss=0.3022, pruned_loss=0.06009, over 12265.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02664, over 54.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.0678, over 2472816.28 frames. utt_duration=544 frames, utt_pad_proportion=0.06915, over 18233.69 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2866, pruned_loss=0.05514, over 1584434.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06486, over 5101.54 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06868, over 2473023.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06927, over 19142.54 utterances.], batch size: 54, lr: 3.46e-04
2022-08-27 10:11:47,684 INFO [train.py:927] (7/8) Epoch 11, batch 2100, giga_loss[loss=0.2207, simple_loss=0.3004, pruned_loss=0.07049, over 12403.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06771, over 2473086.97 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06411, over 17169.51 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05526, over 1610871.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.06258, over 5166.81 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06866, over 2473154.61 frames. utt_duration=546 frames, utt_pad_proportion=0.06506, over 18169.14 utterances.], batch size: 58, lr: 3.46e-04
2022-08-27 10:13:38,321 INFO [train.py:927] (7/8) Epoch 11, batch 2150, giga_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06291, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03959, over 37.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3008, pruned_loss=0.06693, over 2473073.87 frames. utt_duration=604.5 frames, utt_pad_proportion=0.0617, over 16405.83 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05542, over 1627799.42 frames. utt_duration=1245 frames, utt_pad_proportion=0.06215, over 5237.13 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3016, pruned_loss=0.0678, over 2473294.94 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06274, over 17347.16 utterances.], batch size: 37, lr: 3.46e-04
2022-08-27 10:15:20,718 INFO [train.py:927] (7/8) Epoch 11, batch 2200, giga_loss[loss=0.232, simple_loss=0.3121, pruned_loss=0.0759, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3006, pruned_loss=0.06697, over 2472084.89 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05771, over 15550.46 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2872, pruned_loss=0.05555, over 1644449.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.06074, over 5268.19 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06779, over 2472350.08 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05918, over 16461.72 utterances.], batch size: 85, lr: 3.46e-04
2022-08-27 10:17:04,025 INFO [train.py:927] (7/8) Epoch 11, batch 2250, giga_loss[loss=0.2063, simple_loss=0.2821, pruned_loss=0.06524, over 12339.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3005, pruned_loss=0.06651, over 2472094.15 frames. utt_duration=613 frames, utt_pad_proportion=0.0617, over 16169.47 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2867, pruned_loss=0.05532, over 1676727.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.0582, over 5335.31 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3019, pruned_loss=0.06771, over 2472525.27 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06334, over 17221.89 utterances.], batch size: 370, lr: 3.46e-04
2022-08-27 10:18:46,273 INFO [train.py:927] (7/8) Epoch 11, batch 2300, giga_loss[loss=0.2135, simple_loss=0.2981, pruned_loss=0.06447, over 12407.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03464, over 75.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2994, pruned_loss=0.06604, over 2472672.63 frames. utt_duration=635.1 frames, utt_pad_proportion=0.05814, over 15610.69 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2862, pruned_loss=0.05523, over 1700221.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.05729, over 5401.52 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06734, over 2473075.40 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05998, over 16673.22 utterances.], batch size: 75, lr: 3.46e-04
2022-08-27 10:20:30,814 INFO [train.py:927] (7/8) Epoch 11, batch 2350, giga_loss[loss=0.1981, simple_loss=0.279, pruned_loss=0.05861, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2973, pruned_loss=0.06452, over 2472120.40 frames. utt_duration=616.6 frames, utt_pad_proportion=0.05914, over 16074.66 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05526, over 1726595.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.0551, over 5463.55 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2986, pruned_loss=0.06587, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 3.46e-04
2022-08-27 10:22:13,521 INFO [train.py:927] (7/8) Epoch 11, batch 2400, giga_loss[loss=0.2036, simple_loss=0.2764, pruned_loss=0.06538, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03462, over 40.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2959, pruned_loss=0.06478, over 2472335.80 frames. utt_duration=625.5 frames, utt_pad_proportion=0.05983, over 15847.76 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.287, pruned_loss=0.05526, over 1730156.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.0548, over 5469.24 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.297, pruned_loss=0.06588, over 2472926.10 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06149, over 16775.80 utterances.], batch size: 40, lr: 3.46e-04
2022-08-27 10:23:57,680 INFO [train.py:927] (7/8) Epoch 11, batch 2450, giga_loss[loss=0.1951, simple_loss=0.2714, pruned_loss=0.05945, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2927, pruned_loss=0.06345, over 2471788.68 frames. utt_duration=635.4 frames, utt_pad_proportion=0.05953, over 15596.80 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2872, pruned_loss=0.05544, over 1752165.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05339, over 5528.12 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2936, pruned_loss=0.06448, over 2472259.73 frames. utt_duration=598.5 frames, utt_pad_proportion=0.0614, over 16564.34 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 10:25:38,858 INFO [train.py:927] (7/8) Epoch 11, batch 2500, giga_loss[loss=0.176, simple_loss=0.2636, pruned_loss=0.04414, over 12381.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2902, pruned_loss=0.06262, over 2472304.95 frames. utt_duration=635.4 frames, utt_pad_proportion=0.05789, over 15600.04 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05551, over 1773280.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05752, over 5641.05 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2909, pruned_loss=0.06359, over 2472891.83 frames. utt_duration=599 frames, utt_pad_proportion=0.05816, over 16553.45 utterances.], batch size: 70, lr: 3.46e-04
2022-08-27 10:27:24,174 INFO [train.py:927] (7/8) Epoch 11, batch 2550, giga_loss[loss=0.213, simple_loss=0.2974, pruned_loss=0.06432, over 12443.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03391, over 105.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06152, over 2472628.19 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05883, over 15801.21 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2873, pruned_loss=0.0556, over 1794153.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.06248, over 5757.40 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.289, pruned_loss=0.06239, over 2472963.71 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05722, over 16720.25 utterances.], batch size: 105, lr: 3.46e-04
2022-08-27 10:29:08,683 INFO [train.py:927] (7/8) Epoch 11, batch 2600, giga_loss[loss=0.2235, simple_loss=0.3081, pruned_loss=0.06951, over 12362.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2894, pruned_loss=0.06151, over 2473169.03 frames. utt_duration=616.6 frames, utt_pad_proportion=0.0558, over 16082.66 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2869, pruned_loss=0.05555, over 1807630.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06257, over 5795.24 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2902, pruned_loss=0.06234, over 2473437.00 frames. utt_duration=585 frames, utt_pad_proportion=0.05462, over 16955.11 utterances.], batch size: 91, lr: 3.46e-04
2022-08-27 10:30:49,930 INFO [train.py:927] (7/8) Epoch 11, batch 2650, giga_loss[loss=0.1964, simple_loss=0.2774, pruned_loss=0.05769, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04287, over 34.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2915, pruned_loss=0.06162, over 2473892.88 frames. utt_duration=584.9 frames, utt_pad_proportion=0.0544, over 16962.29 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05586, over 1827162.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06104, over 5855.38 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2916, pruned_loss=0.06224, over 2474293.99 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05394, over 17918.74 utterances.], batch size: 34, lr: 3.45e-04
2022-08-27 10:32:30,817 INFO [train.py:927] (7/8) Epoch 11, batch 2700, giga_loss[loss=0.2069, simple_loss=0.287, pruned_loss=0.06342, over 12406.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02519, over 66.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2912, pruned_loss=0.06075, over 2474336.85 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05762, over 17985.05 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2878, pruned_loss=0.05574, over 1836842.50 frames. utt_duration=1251 frames, utt_pad_proportion=0.06018, over 5878.37 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2914, pruned_loss=0.0614, over 2474632.12 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05739, over 18887.40 utterances.], batch size: 66, lr: 3.45e-04
2022-08-27 10:34:11,221 INFO [train.py:927] (7/8) Epoch 11, batch 2750, giga_loss[loss=0.1987, simple_loss=0.2887, pruned_loss=0.05439, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2921, pruned_loss=0.06136, over 2475059.81 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05585, over 18469.90 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2881, pruned_loss=0.05603, over 1855555.22 frames. utt_duration=1253 frames, utt_pad_proportion=0.05844, over 5931.41 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2921, pruned_loss=0.06184, over 2475472.01 frames. utt_duration=510.1 frames, utt_pad_proportion=0.05618, over 19467.20 utterances.], batch size: 75, lr: 3.45e-04
2022-08-27 10:35:54,382 INFO [train.py:927] (7/8) Epoch 11, batch 2800, giga_loss[loss=0.233, simple_loss=0.3023, pruned_loss=0.08182, over 12319.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.05004, over 34.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2941, pruned_loss=0.06236, over 2474841.47 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05495, over 18337.18 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2883, pruned_loss=0.05624, over 1864681.52 frames. utt_duration=1254 frames, utt_pad_proportion=0.05749, over 5953.33 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.294, pruned_loss=0.06267, over 2475285.74 frames. utt_duration=515.1 frames, utt_pad_proportion=0.05551, over 19276.33 utterances.], batch size: 34, lr: 3.45e-04
2022-08-27 10:37:39,447 INFO [train.py:927] (7/8) Epoch 11, batch 2850, giga_loss[loss=0.218, simple_loss=0.3085, pruned_loss=0.06371, over 12408.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2942, pruned_loss=0.06226, over 2474450.62 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05551, over 17405.34 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2885, pruned_loss=0.05644, over 1879265.64 frames. utt_duration=1251 frames, utt_pad_proportion=0.05786, over 6015.72 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2942, pruned_loss=0.06251, over 2475312.26 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05584, over 18374.91 utterances.], batch size: 105, lr: 3.45e-04
2022-08-27 10:39:21,057 INFO [train.py:927] (7/8) Epoch 11, batch 2900, giga_loss[loss=0.2162, simple_loss=0.2982, pruned_loss=0.06707, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2949, pruned_loss=0.06235, over 2474818.31 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05898, over 17925.84 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2885, pruned_loss=0.05642, over 1885304.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05726, over 6028.52 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.295, pruned_loss=0.06261, over 2475408.14 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05927, over 18778.17 utterances.], batch size: 51, lr: 3.45e-04
2022-08-27 10:41:01,146 INFO [train.py:927] (7/8) Epoch 11, batch 2950, giga_loss[loss=0.1977, simple_loss=0.2772, pruned_loss=0.05907, over 12136.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0419, over 33.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2944, pruned_loss=0.06223, over 2474157.57 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05738, over 17146.25 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2889, pruned_loss=0.0566, over 1894099.45 frames. utt_duration=1249 frames, utt_pad_proportion=0.05732, over 6072.99 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2942, pruned_loss=0.06239, over 2474621.25 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05769, over 17933.23 utterances.], batch size: 33, lr: 3.45e-04
2022-08-27 10:42:42,879 INFO [train.py:927] (7/8) Epoch 11, batch 3000, giga_loss[loss=0.2217, simple_loss=0.3088, pruned_loss=0.06732, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2922, pruned_loss=0.06145, over 2473947.29 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05394, over 16336.15 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2889, pruned_loss=0.05665, over 1908437.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05594, over 6089.04 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2922, pruned_loss=0.06168, over 2474349.36 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05477, over 17188.62 utterances.], batch size: 91, lr: 3.45e-04
2022-08-27 10:42:42,880 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 10:42:57,340 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.191, simple_loss=0.2943, pruned_loss=0.04385, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 10:44:36,312 INFO [train.py:927] (7/8) Epoch 11, batch 3050, giga_loss[loss=0.2122, simple_loss=0.2957, pruned_loss=0.06434, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03425, over 43.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2929, pruned_loss=0.06087, over 2474023.67 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05709, over 16917.71 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05658, over 1922215.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05597, over 6136.69 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2931, pruned_loss=0.06117, over 2474535.45 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0575, over 17783.46 utterances.], batch size: 43, lr: 3.45e-04
2022-08-27 10:46:16,298 INFO [train.py:927] (7/8) Epoch 11, batch 3100, giga_loss[loss=0.1827, simple_loss=0.2638, pruned_loss=0.05077, over 12264.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02832, over 42.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2939, pruned_loss=0.0612, over 2474091.16 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05506, over 17308.45 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2888, pruned_loss=0.05656, over 1935569.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05504, over 6172.02 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.294, pruned_loss=0.06155, over 2474777.37 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05576, over 18209.36 utterances.], batch size: 42, lr: 3.45e-04
2022-08-27 10:47:54,879 INFO [train.py:927] (7/8) Epoch 11, batch 3150, giga_loss[loss=0.1876, simple_loss=0.2708, pruned_loss=0.05226, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03186, over 45.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2914, pruned_loss=0.06116, over 2473928.40 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05199, over 16686.37 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2884, pruned_loss=0.05646, over 1948284.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05386, over 6173.71 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2919, pruned_loss=0.06162, over 2475034.91 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05307, over 17648.81 utterances.], batch size: 45, lr: 3.45e-04
2022-08-27 10:49:31,536 INFO [train.py:927] (7/8) Epoch 11, batch 3200, giga_loss[loss=0.2291, simple_loss=0.3096, pruned_loss=0.07427, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03064, over 48.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2901, pruned_loss=0.06102, over 2473727.41 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05097, over 16488.44 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05656, over 1966294.30 frames. utt_duration=1269 frames, utt_pad_proportion=0.05212, over 6204.14 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2903, pruned_loss=0.06147, over 2474712.81 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05244, over 17564.85 utterances.], batch size: 48, lr: 3.45e-04
2022-08-27 10:51:12,565 INFO [train.py:927] (7/8) Epoch 11, batch 3250, giga_loss[loss=0.2006, simple_loss=0.2756, pruned_loss=0.06286, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03291, over 51.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2873, pruned_loss=0.0598, over 2473914.65 frames. utt_duration=612.6 frames, utt_pad_proportion=0.04871, over 16192.63 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2886, pruned_loss=0.0564, over 1983973.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05088, over 6244.23 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2876, pruned_loss=0.0604, over 2474560.27 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05043, over 17337.85 utterances.], batch size: 51, lr: 3.45e-04
2022-08-27 10:52:52,501 INFO [train.py:927] (7/8) Epoch 11, batch 3300, giga_loss[loss=0.2087, simple_loss=0.2925, pruned_loss=0.06246, over 12482.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03532, over 43.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2843, pruned_loss=0.05905, over 2474113.06 frames. utt_duration=609.5 frames, utt_pad_proportion=0.05143, over 16277.67 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2889, pruned_loss=0.05669, over 1988896.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05575, over 6331.36 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2843, pruned_loss=0.05936, over 2474590.39 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05114, over 17187.87 utterances.], batch size: 43, lr: 3.45e-04
2022-08-27 10:54:32,136 INFO [train.py:927] (7/8) Epoch 11, batch 3350, giga_loss[loss=0.2262, simple_loss=0.3029, pruned_loss=0.0748, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2866, pruned_loss=0.06009, over 2474581.91 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05386, over 16505.01 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2899, pruned_loss=0.05722, over 2005559.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.0542, over 6377.10 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2858, pruned_loss=0.06004, over 2475024.92 frames. utt_duration=566.8 frames, utt_pad_proportion=0.054, over 17514.50 utterances.], batch size: 55, lr: 3.45e-04
2022-08-27 10:56:12,068 INFO [train.py:927] (7/8) Epoch 11, batch 3400, giga_loss[loss=0.2533, simple_loss=0.3393, pruned_loss=0.08359, over 12379.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2894, pruned_loss=0.06108, over 2473972.50 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05507, over 16669.60 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2899, pruned_loss=0.05718, over 2017315.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.05301, over 6378.68 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2887, pruned_loss=0.06114, over 2474193.64 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05548, over 17692.18 utterances.], batch size: 161, lr: 3.45e-04
2022-08-27 10:57:52,628 INFO [train.py:927] (7/8) Epoch 11, batch 3450, giga_loss[loss=0.1928, simple_loss=0.2791, pruned_loss=0.05323, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2918, pruned_loss=0.0621, over 2473750.06 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05263, over 16493.40 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2902, pruned_loss=0.05729, over 2030742.71 frames. utt_duration=1270 frames, utt_pad_proportion=0.0517, over 6402.90 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2911, pruned_loss=0.06219, over 2474019.34 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05355, over 17575.10 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 10:59:37,335 INFO [train.py:927] (7/8) Epoch 11, batch 3500, giga_loss[loss=0.3003, simple_loss=0.3655, pruned_loss=0.1175, over 12420.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05738, over 182.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2985, pruned_loss=0.06705, over 2474252.72 frames. utt_duration=552.4 frames, utt_pad_proportion=0.0629, over 17964.76 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2907, pruned_loss=0.05748, over 2041805.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05575, over 6503.39 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2977, pruned_loss=0.06714, over 2474378.52 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06199, over 18982.85 utterances.], batch size: 182, lr: 3.45e-04
2022-08-27 11:01:20,105 INFO [train.py:927] (7/8) Epoch 11, batch 3550, giga_loss[loss=0.2076, simple_loss=0.2951, pruned_loss=0.06004, over 12343.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03402, over 62.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06976, over 2475030.42 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06536, over 18219.01 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2911, pruned_loss=0.05782, over 2048396.11 frames. utt_duration=1243 frames, utt_pad_proportion=0.06075, over 6602.34 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3025, pruned_loss=0.06974, over 2475010.29 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06296, over 19097.62 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 11:03:06,267 INFO [train.py:927] (7/8) Epoch 11, batch 3600, giga_loss[loss=0.2398, simple_loss=0.3201, pruned_loss=0.07975, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07485, over 2474661.32 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07168, over 19012.68 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.05813, over 2058827.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.05948, over 6625.93 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3092, pruned_loss=0.0749, over 2474753.99 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07009, over 19960.17 utterances.], batch size: 85, lr: 3.45e-04
2022-08-27 11:04:51,153 INFO [train.py:927] (7/8) Epoch 11, batch 3650, giga_loss[loss=0.2447, simple_loss=0.3171, pruned_loss=0.08616, over 12390.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3152, pruned_loss=0.07883, over 2474466.03 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07351, over 19938.84 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.0581, over 2064853.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05871, over 6632.47 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07915, over 2474711.14 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07251, over 20854.65 utterances.], batch size: 58, lr: 3.45e-04
2022-08-27 11:06:35,665 INFO [train.py:927] (7/8) Epoch 11, batch 3700, giga_loss[loss=0.2548, simple_loss=0.3306, pruned_loss=0.08956, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3218, pruned_loss=0.08511, over 2474382.32 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07814, over 21395.34 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05785, over 2070898.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.058, over 6626.01 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3219, pruned_loss=0.08584, over 2474630.30 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07743, over 22298.97 utterances.], batch size: 91, lr: 3.45e-04
2022-08-27 11:08:24,319 INFO [train.py:927] (7/8) Epoch 11, batch 3750, giga_loss[loss=0.2246, simple_loss=0.3095, pruned_loss=0.06985, over 12283.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.25, simple_loss=0.325, pruned_loss=0.08751, over 2474705.25 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0767, over 21429.87 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05795, over 2084848.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.0572, over 6672.10 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3258, pruned_loss=0.08896, over 2474865.59 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07664, over 22595.72 utterances.], batch size: 54, lr: 3.45e-04
2022-08-27 11:10:08,076 INFO [train.py:927] (7/8) Epoch 11, batch 3800, giga_loss[loss=0.3577, simple_loss=0.3969, pruned_loss=0.1593, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3236, pruned_loss=0.08742, over 2474393.27 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07553, over 21224.20 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05774, over 2092674.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.05633, over 6665.67 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3252, pruned_loss=0.08931, over 2474433.19 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0759, over 22437.40 utterances.], batch size: 183, lr: 3.45e-04
2022-08-27 11:11:51,387 INFO [train.py:927] (7/8) Epoch 11, batch 3850, giga_loss[loss=0.3274, simple_loss=0.3698, pruned_loss=0.1425, over 12377.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3237, pruned_loss=0.08713, over 2474549.20 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07522, over 21360.88 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05758, over 2103942.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05528, over 6680.34 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.08956, over 2474599.70 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07599, over 22719.88 utterances.], batch size: 259, lr: 3.45e-04
2022-08-27 11:13:34,602 INFO [train.py:927] (7/8) Epoch 11, batch 3900, giga_loss[loss=0.286, simple_loss=0.3284, pruned_loss=0.1218, over 12339.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2129, over 373.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3265, pruned_loss=0.08935, over 2474622.26 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08298, over 23135.41 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2914, pruned_loss=0.05757, over 2111438.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05428, over 6691.67 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3289, pruned_loss=0.09185, over 2474536.51 frames. utt_duration=405.8 frames, utt_pad_proportion=0.08353, over 24482.94 utterances.], batch size: 373, lr: 3.45e-04
2022-08-27 11:15:16,169 INFO [train.py:927] (7/8) Epoch 11, batch 3950, giga_loss[loss=0.2863, simple_loss=0.3477, pruned_loss=0.1124, over 12331.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 361.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3262, pruned_loss=0.08844, over 2474905.50 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08377, over 23905.66 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05752, over 2118401.09 frames. utt_duration=1268 frames, utt_pad_proportion=0.05335, over 6690.83 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3289, pruned_loss=0.09104, over 2475063.47 frames. utt_duration=392.9 frames, utt_pad_proportion=0.08453, over 25292.60 utterances.], batch size: 361, lr: 3.45e-04
2022-08-27 11:16:57,363 INFO [train.py:927] (7/8) Epoch 11, batch 4000, libri_loss[loss=0.2341, simple_loss=0.3149, pruned_loss=0.07664, over 12340.00 frames. utt_duration=761 frames, utt_pad_proportion=0.1332, over 65.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08443, over 2474690.02 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07966, over 22557.67 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.0577, over 2130196.36 frames. utt_duration=1265 frames, utt_pad_proportion=0.05321, over 6744.94 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3249, pruned_loss=0.08729, over 2475268.94 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08088, over 24145.23 utterances.], batch size: 65, lr: 3.45e-04
2022-08-27 11:18:38,212 INFO [train.py:927] (7/8) Epoch 11, batch 4050, libri_loss[loss=0.2006, simple_loss=0.2955, pruned_loss=0.05287, over 12443.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009243, over 39.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3195, pruned_loss=0.08255, over 2475004.84 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08054, over 22191.26 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05753, over 2138556.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05233, over 6761.20 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3227, pruned_loss=0.08554, over 2475629.28 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08189, over 23799.67 utterances.], batch size: 39, lr: 3.45e-04
2022-08-27 11:20:25,453 INFO [train.py:927] (7/8) Epoch 11, batch 4100, giga_loss[loss=0.2178, simple_loss=0.2991, pruned_loss=0.06831, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3174, pruned_loss=0.08068, over 2474453.92 frames. utt_duration=468 frames, utt_pad_proportion=0.07654, over 21213.12 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05748, over 2154419.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.05017, over 6768.93 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3214, pruned_loss=0.08428, over 2475496.77 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07889, over 23206.01 utterances.], batch size: 123, lr: 3.45e-04
2022-08-27 11:22:22,674 INFO [train.py:927] (7/8) Epoch 11, batch 4150, libri_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05462, over 12200.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005315, over 33.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3182, pruned_loss=0.07972, over 2474867.00 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07763, over 21560.92 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.05745, over 2160760.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.04955, over 6788.27 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3219, pruned_loss=0.08304, over 2475719.80 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07974, over 23407.94 utterances.], batch size: 33, lr: 3.45e-04
2022-08-27 11:24:07,687 INFO [train.py:927] (7/8) Epoch 11, batch 4200, giga_loss[loss=0.2261, simple_loss=0.3127, pruned_loss=0.06975, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04673, over 26.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3188, pruned_loss=0.07929, over 2474894.73 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07224, over 20880.11 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05748, over 2170170.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.04826, over 6802.43 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3224, pruned_loss=0.08255, over 2475475.14 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07494, over 22750.55 utterances.], batch size: 26, lr: 3.44e-04
2022-08-27 11:25:56,805 INFO [train.py:927] (7/8) Epoch 11, batch 4250, libri_loss[loss=0.2265, simple_loss=0.32, pruned_loss=0.06648, over 12151.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004949, over 35.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3183, pruned_loss=0.07954, over 2474960.62 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06923, over 21008.60 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05746, over 2174383.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.04766, over 6799.41 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3215, pruned_loss=0.08244, over 2475734.11 frames. utt_duration=438 frames, utt_pad_proportion=0.07184, over 22686.51 utterances.], batch size: 35, lr: 3.44e-04
2022-08-27 11:27:43,868 INFO [train.py:927] (7/8) Epoch 11, batch 4300, giga_loss[loss=0.2908, simple_loss=0.3465, pruned_loss=0.1175, over 12385.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.07977, over 2474918.38 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07847, over 22087.85 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05749, over 2175968.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.04784, over 6817.42 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3191, pruned_loss=0.0821, over 2475459.12 frames. utt_duration=423.8 frames, utt_pad_proportion=0.0799, over 23441.84 utterances.], batch size: 257, lr: 3.44e-04
2022-08-27 11:29:31,725 INFO [train.py:927] (7/8) Epoch 11, batch 4350, giga_loss[loss=0.2572, simple_loss=0.3143, pruned_loss=0.1, over 12369.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3176, pruned_loss=0.07851, over 2473983.00 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07816, over 21551.11 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05761, over 2180173.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.04737, over 6808.22 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.08053, over 2474643.34 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07955, over 22823.67 utterances.], batch size: 371, lr: 3.44e-04
2022-08-27 11:31:18,882 INFO [train.py:927] (7/8) Epoch 11, batch 4400, giga_loss[loss=0.221, simple_loss=0.3051, pruned_loss=0.06848, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3167, pruned_loss=0.07839, over 2474420.20 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07679, over 21621.96 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05755, over 2187551.11 frames. utt_duration=1287 frames, utt_pad_proportion=0.0464, over 6808.94 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3181, pruned_loss=0.08054, over 2474844.79 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07843, over 22967.30 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:33:00,912 INFO [train.py:927] (7/8) Epoch 11, batch 4450, giga_loss[loss=0.2165, simple_loss=0.2813, pruned_loss=0.07586, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02998, over 36.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3142, pruned_loss=0.07732, over 2474797.30 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07457, over 21158.26 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.05754, over 2195576.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.04533, over 6807.83 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.316, pruned_loss=0.07958, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 36, lr: 3.44e-04
2022-08-27 11:34:47,004 INFO [train.py:927] (7/8) Epoch 11, batch 4500, giga_loss[loss=0.2881, simple_loss=0.3486, pruned_loss=0.1138, over 12371.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3129, pruned_loss=0.07745, over 2475210.37 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07574, over 21453.59 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05755, over 2199729.31 frames. utt_duration=1291 frames, utt_pad_proportion=0.04515, over 6823.63 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3145, pruned_loss=0.07949, over 2475840.51 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07738, over 22792.00 utterances.], batch size: 257, lr: 3.44e-04
2022-08-27 11:36:32,051 INFO [train.py:927] (7/8) Epoch 11, batch 4550, giga_loss[loss=0.2246, simple_loss=0.3112, pruned_loss=0.06896, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03245, over 39.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.07673, over 2475159.66 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07847, over 21479.98 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05739, over 2202414.56 frames. utt_duration=1294 frames, utt_pad_proportion=0.0448, over 6817.40 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.07864, over 2475701.30 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0798, over 22668.30 utterances.], batch size: 39, lr: 3.44e-04
2022-08-27 11:38:14,841 INFO [train.py:927] (7/8) Epoch 11, batch 4600, giga_loss[loss=0.2419, simple_loss=0.3262, pruned_loss=0.07882, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3123, pruned_loss=0.07736, over 2475299.13 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08251, over 22126.57 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.0575, over 2209174.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.0443, over 6846.75 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3138, pruned_loss=0.07922, over 2475685.01 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08377, over 23393.86 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:39:59,505 INFO [train.py:927] (7/8) Epoch 11, batch 4650, giga_loss[loss=0.2214, simple_loss=0.3006, pruned_loss=0.07109, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.312, pruned_loss=0.07623, over 2474320.76 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07532, over 20331.09 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.0575, over 2221745.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.04276, over 6862.18 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07859, over 2475021.29 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07782, over 21992.23 utterances.], batch size: 58, lr: 3.44e-04
2022-08-27 11:41:46,461 INFO [train.py:927] (7/8) Epoch 11, batch 4700, giga_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08179, over 12338.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02915, over 66.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3125, pruned_loss=0.07719, over 2473977.86 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07558, over 20456.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05743, over 2227510.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.0419, over 6866.51 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07956, over 2474984.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07805, over 22087.50 utterances.], batch size: 66, lr: 3.44e-04
2022-08-27 11:43:29,746 INFO [train.py:927] (7/8) Epoch 11, batch 4750, giga_loss[loss=0.2107, simple_loss=0.2952, pruned_loss=0.06309, over 12372.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03099, over 62.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3131, pruned_loss=0.07832, over 2473856.20 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0734, over 20243.05 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05763, over 2235758.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.04667, over 6989.92 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08068, over 2474878.85 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07468, over 21856.34 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 11:45:14,564 INFO [train.py:927] (7/8) Epoch 11, batch 4800, giga_loss[loss=0.2263, simple_loss=0.3071, pruned_loss=0.07276, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3126, pruned_loss=0.07891, over 2473647.71 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07, over 19772.73 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.05766, over 2242571.25 frames. utt_duration=1287 frames, utt_pad_proportion=0.04573, over 6980.53 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3151, pruned_loss=0.08132, over 2474658.33 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07175, over 21406.45 utterances.], batch size: 123, lr: 3.44e-04
2022-08-27 11:46:54,638 INFO [train.py:927] (7/8) Epoch 11, batch 4850, giga_loss[loss=0.218, simple_loss=0.309, pruned_loss=0.06348, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3111, pruned_loss=0.07718, over 2473519.65 frames. utt_duration=522.4 frames, utt_pad_proportion=0.067, over 18992.37 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05766, over 2251548.89 frames. utt_duration=1292 frames, utt_pad_proportion=0.04499, over 6979.60 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.314, pruned_loss=0.07987, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 3.44e-04
2022-08-27 11:48:36,553 INFO [train.py:927] (7/8) Epoch 11, batch 4900, giga_loss[loss=0.2361, simple_loss=0.319, pruned_loss=0.07664, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.232, simple_loss=0.311, pruned_loss=0.07648, over 2473384.29 frames. utt_duration=520 frames, utt_pad_proportion=0.06937, over 19079.68 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.0581, over 2257930.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.0578, over 7215.45 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.07878, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 11:50:25,506 INFO [train.py:927] (7/8) Epoch 11, batch 4950, giga_loss[loss=0.2248, simple_loss=0.301, pruned_loss=0.07432, over 12385.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3101, pruned_loss=0.07656, over 2473073.86 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06701, over 18826.98 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05806, over 2262007.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05686, over 7207.24 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07872, over 2473944.35 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06572, over 20242.49 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 11:52:11,286 INFO [train.py:927] (7/8) Epoch 11, batch 5000, giga_loss[loss=0.2289, simple_loss=0.3274, pruned_loss=0.06515, over 12374.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03364, over 122.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.07893, over 2473579.37 frames. utt_duration=485 frames, utt_pad_proportion=0.07333, over 20463.80 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05782, over 2266310.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05597, over 7200.19 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3162, pruned_loss=0.08122, over 2474171.37 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07243, over 21834.86 utterances.], batch size: 122, lr: 3.44e-04
2022-08-27 11:53:58,173 INFO [train.py:927] (7/8) Epoch 11, batch 5050, giga_loss[loss=0.2332, simple_loss=0.3151, pruned_loss=0.07568, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3169, pruned_loss=0.07907, over 2474728.72 frames. utt_duration=480 frames, utt_pad_proportion=0.06898, over 20684.63 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05771, over 2268246.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05553, over 7195.23 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3187, pruned_loss=0.08113, over 2475303.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06867, over 21883.89 utterances.], batch size: 133, lr: 3.44e-04
2022-08-27 11:55:44,117 INFO [train.py:927] (7/8) Epoch 11, batch 5100, giga_loss[loss=0.2455, simple_loss=0.3251, pruned_loss=0.08296, over 12386.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02714, over 70.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3183, pruned_loss=0.0804, over 2474016.29 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06396, over 20015.68 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.05784, over 2271306.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05478, over 7196.30 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.32, pruned_loss=0.08221, over 2474480.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06423, over 21130.27 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:57:30,987 INFO [train.py:927] (7/8) Epoch 11, batch 5150, giga_loss[loss=0.2545, simple_loss=0.3126, pruned_loss=0.0982, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.0385, over 37.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3177, pruned_loss=0.08083, over 2474347.41 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06749, over 20101.79 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05791, over 2276293.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05366, over 7200.35 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3193, pruned_loss=0.0827, over 2474746.90 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06797, over 21271.24 utterances.], batch size: 37, lr: 3.44e-04
2022-08-27 11:59:15,773 INFO [train.py:927] (7/8) Epoch 11, batch 5200, libri_loss[loss=0.1805, simple_loss=0.2685, pruned_loss=0.0463, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00847, over 30.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3175, pruned_loss=0.0811, over 2474678.96 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07416, over 20335.92 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05807, over 2283052.98 frames. utt_duration=1256 frames, utt_pad_proportion=0.05728, over 7278.64 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.319, pruned_loss=0.08323, over 2475081.42 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21626.03 utterances.], batch size: 30, lr: 3.44e-04
2022-08-27 12:01:04,038 INFO [train.py:927] (7/8) Epoch 11, batch 5250, giga_loss[loss=0.3729, simple_loss=0.407, pruned_loss=0.1694, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.318, pruned_loss=0.08222, over 2475236.97 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0721, over 20675.05 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.05793, over 2286590.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05656, over 7256.23 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08445, over 2475813.37 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07177, over 21953.68 utterances.], batch size: 258, lr: 3.44e-04
2022-08-27 12:02:48,938 INFO [train.py:927] (7/8) Epoch 11, batch 5300, giga_loss[loss=0.2428, simple_loss=0.3109, pruned_loss=0.08731, over 12409.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04191, over 34.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3157, pruned_loss=0.08129, over 2474889.76 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07117, over 20037.37 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05781, over 2290149.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05565, over 7242.23 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.318, pruned_loss=0.08359, over 2475525.40 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07133, over 21306.55 utterances.], batch size: 34, lr: 3.44e-04
2022-08-27 12:04:31,559 INFO [train.py:927] (7/8) Epoch 11, batch 5350, giga_loss[loss=0.2264, simple_loss=0.3105, pruned_loss=0.07117, over 12456.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3159, pruned_loss=0.08092, over 2475677.69 frames. utt_duration=498 frames, utt_pad_proportion=0.07049, over 19942.98 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2938, pruned_loss=0.05794, over 2295973.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.05604, over 7309.40 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08328, over 2475871.22 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0707, over 21243.75 utterances.], batch size: 86, lr: 3.44e-04
2022-08-27 12:06:18,656 INFO [train.py:927] (7/8) Epoch 11, batch 5400, libri_loss[loss=0.159, simple_loss=0.2388, pruned_loss=0.03962, over 12257.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01178, over 28.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3162, pruned_loss=0.08159, over 2475576.51 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07366, over 20223.14 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.0579, over 2298482.91 frames. utt_duration=1262 frames, utt_pad_proportion=0.05557, over 7294.77 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08382, over 2475893.49 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07386, over 21432.38 utterances.], batch size: 28, lr: 3.44e-04
2022-08-27 12:08:05,228 INFO [train.py:927] (7/8) Epoch 11, batch 5450, giga_loss[loss=0.2338, simple_loss=0.317, pruned_loss=0.0753, over 12434.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07916, over 2475165.14 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07486, over 19850.66 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2932, pruned_loss=0.05779, over 2303374.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.0554, over 7305.34 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3187, pruned_loss=0.08163, over 2475729.71 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07517, over 21142.69 utterances.], batch size: 80, lr: 3.44e-04
2022-08-27 12:09:47,313 INFO [train.py:927] (7/8) Epoch 11, batch 5500, giga_loss[loss=0.3489, simple_loss=0.3949, pruned_loss=0.1515, over 12363.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3181, pruned_loss=0.07867, over 2474486.91 frames. utt_duration=523 frames, utt_pad_proportion=0.06978, over 18978.72 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05798, over 2308338.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05407, over 7303.28 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3202, pruned_loss=0.08104, over 2475036.49 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07092, over 20342.94 utterances.], batch size: 257, lr: 3.44e-04
2022-08-27 12:11:29,807 INFO [train.py:927] (7/8) Epoch 11, batch 5550, giga_loss[loss=0.2478, simple_loss=0.3276, pruned_loss=0.08402, over 12279.00 frames. utt_duration=848.3 frames, utt_pad_proportion=0.03267, over 58.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3199, pruned_loss=0.08043, over 2475132.52 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06713, over 18916.84 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2942, pruned_loss=0.05821, over 2314914.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05813, over 7401.96 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3223, pruned_loss=0.08297, over 2475538.22 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06723, over 20364.94 utterances.], batch size: 58, lr: 3.44e-04
2022-08-27 12:13:14,950 INFO [train.py:927] (7/8) Epoch 11, batch 5600, giga_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.0813, over 12266.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0257, over 54.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3192, pruned_loss=0.08026, over 2474093.15 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06739, over 18960.28 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.05817, over 2320290.81 frames. utt_duration=1258 frames, utt_pad_proportion=0.05655, over 7387.04 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.322, pruned_loss=0.08303, over 2474529.16 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06804, over 20489.19 utterances.], batch size: 54, lr: 3.44e-04
2022-08-27 12:15:00,369 INFO [train.py:927] (7/8) Epoch 11, batch 5650, giga_loss[loss=0.2342, simple_loss=0.3289, pruned_loss=0.06975, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03118, over 85.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3192, pruned_loss=0.07869, over 2473965.07 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06374, over 18981.61 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05804, over 2323547.20 frames. utt_duration=1263 frames, utt_pad_proportion=0.05543, over 7365.59 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3222, pruned_loss=0.08149, over 2474815.03 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06494, over 20491.80 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 12:16:46,535 INFO [train.py:927] (7/8) Epoch 11, batch 5700, giga_loss[loss=0.2306, simple_loss=0.3122, pruned_loss=0.07452, over 12385.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02989, over 97.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3189, pruned_loss=0.07809, over 2474527.73 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06397, over 18880.01 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05797, over 2327198.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05528, over 7403.21 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3218, pruned_loss=0.08085, over 2475277.19 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06509, over 20317.56 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 12:18:32,606 INFO [train.py:927] (7/8) Epoch 11, batch 5750, giga_loss[loss=0.2304, simple_loss=0.3107, pruned_loss=0.07501, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3177, pruned_loss=0.07839, over 2475372.53 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07243, over 19791.79 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.05762, over 2330240.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.05461, over 7379.29 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.321, pruned_loss=0.08126, over 2475873.34 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07313, over 21180.06 utterances.], batch size: 123, lr: 3.44e-04
2022-08-27 12:20:19,914 INFO [train.py:927] (7/8) Epoch 11, batch 5800, giga_loss[loss=0.2854, simple_loss=0.3395, pruned_loss=0.1156, over 12392.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3175, pruned_loss=0.07953, over 2475937.80 frames. utt_duration=477 frames, utt_pad_proportion=0.07042, over 20825.53 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05782, over 2333922.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05385, over 7400.68 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3204, pruned_loss=0.08212, over 2476269.04 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07144, over 22198.06 utterances.], batch size: 257, lr: 3.43e-04
2022-08-27 12:22:04,835 INFO [train.py:927] (7/8) Epoch 11, batch 5850, libri_loss[loss=0.1863, simple_loss=0.2718, pruned_loss=0.05042, over 12315.00 frames. utt_duration=1541 frames, utt_pad_proportion=0.004161, over 32.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3169, pruned_loss=0.0804, over 2475646.80 frames. utt_duration=481 frames, utt_pad_proportion=0.07231, over 20649.57 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05787, over 2338662.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.0578, over 7482.48 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3201, pruned_loss=0.08315, over 2476061.71 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07214, over 22107.85 utterances.], batch size: 32, lr: 3.43e-04
2022-08-27 12:23:44,808 INFO [train.py:927] (7/8) Epoch 11, batch 5900, giga_loss[loss=0.2181, simple_loss=0.301, pruned_loss=0.06757, over 12350.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.0338, over 62.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3149, pruned_loss=0.079, over 2475636.28 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07117, over 21167.61 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.05787, over 2339827.55 frames. utt_duration=1252 frames, utt_pad_proportion=0.05737, over 7482.68 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3175, pruned_loss=0.08134, over 2476118.41 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07126, over 22419.55 utterances.], batch size: 62, lr: 3.43e-04
2022-08-27 12:25:28,799 INFO [train.py:927] (7/8) Epoch 11, batch 5950, giga_loss[loss=0.2507, simple_loss=0.3133, pruned_loss=0.09404, over 12355.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.07772, over 2475135.26 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07218, over 21869.86 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.05787, over 2342892.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.0563, over 7472.71 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08006, over 2475796.94 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07261, over 23210.96 utterances.], batch size: 373, lr: 3.43e-04
2022-08-27 12:27:17,900 INFO [train.py:927] (7/8) Epoch 11, batch 6000, giga_loss[loss=0.2305, simple_loss=0.2913, pruned_loss=0.08489, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03414, over 43.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3122, pruned_loss=0.07847, over 2474610.45 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0676, over 20842.42 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2941, pruned_loss=0.0579, over 2345576.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.05545, over 7464.25 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08065, over 2475079.04 frames. utt_duration=448.2 frames, utt_pad_proportion=0.06854, over 22163.50 utterances.], batch size: 43, lr: 3.43e-04
2022-08-27 12:27:17,900 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 12:27:31,826 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1828, simple_loss=0.2912, pruned_loss=0.03721, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 12:29:13,683 INFO [train.py:927] (7/8) Epoch 11, batch 6050, giga_loss[loss=0.2133, simple_loss=0.2947, pruned_loss=0.06589, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04446, over 34.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3129, pruned_loss=0.0789, over 2474702.46 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07181, over 21079.27 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05778, over 2346069.16 frames. utt_duration=1260 frames, utt_pad_proportion=0.05527, over 7455.93 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3147, pruned_loss=0.08081, over 2475214.86 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07243, over 22187.53 utterances.], batch size: 34, lr: 3.43e-04
2022-08-27 12:30:55,559 INFO [train.py:927] (7/8) Epoch 11, batch 6100, libri_loss[loss=0.2245, simple_loss=0.3104, pruned_loss=0.06929, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007995, over 37.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3132, pruned_loss=0.0789, over 2474047.50 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07836, over 21622.54 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05791, over 2349833.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05877, over 7524.01 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3151, pruned_loss=0.08086, over 2474475.03 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0778, over 22810.07 utterances.], batch size: 37, lr: 3.43e-04
2022-08-27 12:32:50,740 INFO [train.py:927] (7/8) Epoch 11, batch 6150, giga_loss[loss=0.2336, simple_loss=0.3075, pruned_loss=0.07985, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02751, over 45.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07837, over 2473350.35 frames. utt_duration=468 frames, utt_pad_proportion=0.07716, over 21205.50 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2938, pruned_loss=0.05783, over 2354579.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.06151, over 7590.33 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3148, pruned_loss=0.08079, over 2473833.35 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07625, over 22609.96 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 12:34:35,105 INFO [train.py:927] (7/8) Epoch 11, batch 6200, giga_loss[loss=0.3221, simple_loss=0.3637, pruned_loss=0.1402, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3135, pruned_loss=0.07881, over 2473839.80 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07674, over 21078.81 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05791, over 2360242.09 frames. utt_duration=1247 frames, utt_pad_proportion=0.05958, over 7578.41 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3161, pruned_loss=0.08166, over 2474367.43 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07684, over 22863.08 utterances.], batch size: 260, lr: 3.43e-04
2022-08-27 12:36:19,011 INFO [train.py:927] (7/8) Epoch 11, batch 6250, giga_loss[loss=0.2284, simple_loss=0.3146, pruned_loss=0.07113, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02679, over 55.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3148, pruned_loss=0.07962, over 2473279.62 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07547, over 20793.08 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2938, pruned_loss=0.05783, over 2361726.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.05892, over 7573.70 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08222, over 2473876.45 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0759, over 22382.84 utterances.], batch size: 55, lr: 3.43e-04
2022-08-27 12:38:03,926 INFO [train.py:927] (7/8) Epoch 11, batch 6300, giga_loss[loss=0.2572, simple_loss=0.3191, pruned_loss=0.09763, over 12354.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3148, pruned_loss=0.07851, over 2473159.02 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07594, over 21103.22 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2935, pruned_loss=0.0577, over 2363014.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.05829, over 7552.22 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3173, pruned_loss=0.08097, over 2473972.25 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07651, over 22558.95 utterances.], batch size: 364, lr: 3.43e-04
2022-08-27 12:39:48,588 INFO [train.py:927] (7/8) Epoch 11, batch 6350, giga_loss[loss=0.195, simple_loss=0.2744, pruned_loss=0.05776, over 12354.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04414, over 26.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3138, pruned_loss=0.0786, over 2473657.16 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07583, over 21159.94 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.05762, over 2366135.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05728, over 7543.77 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3166, pruned_loss=0.08121, over 2474435.49 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07673, over 22704.63 utterances.], batch size: 26, lr: 3.43e-04
2022-08-27 12:41:30,793 INFO [train.py:927] (7/8) Epoch 11, batch 6400, giga_loss[loss=0.2759, simple_loss=0.3297, pruned_loss=0.1111, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1993, over 367.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07803, over 2472991.68 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07735, over 21180.07 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05735, over 2369697.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05588, over 7520.35 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.08114, over 2474218.47 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07862, over 22951.09 utterances.], batch size: 367, lr: 3.43e-04
2022-08-27 12:43:14,277 INFO [train.py:927] (7/8) Epoch 11, batch 6450, giga_loss[loss=0.2755, simple_loss=0.3223, pruned_loss=0.1144, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3135, pruned_loss=0.07949, over 2473081.67 frames. utt_duration=454 frames, utt_pad_proportion=0.081, over 21861.17 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05731, over 2371604.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.05506, over 7506.11 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3164, pruned_loss=0.0824, over 2474189.20 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08211, over 23545.85 utterances.], batch size: 370, lr: 3.43e-04
2022-08-27 12:44:56,161 INFO [train.py:927] (7/8) Epoch 11, batch 6500, giga_loss[loss=0.294, simple_loss=0.3359, pruned_loss=0.126, over 12372.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3142, pruned_loss=0.08029, over 2472795.09 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0837, over 22364.11 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2932, pruned_loss=0.05746, over 2372712.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05437, over 7497.56 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3167, pruned_loss=0.08276, over 2474016.25 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08469, over 23896.99 utterances.], batch size: 372, lr: 3.43e-04
2022-08-27 12:46:38,145 INFO [train.py:927] (7/8) Epoch 11, batch 6550, giga_loss[loss=0.1822, simple_loss=0.2655, pruned_loss=0.04948, over 12420.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04237, over 26.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3147, pruned_loss=0.08071, over 2473286.53 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07821, over 21613.53 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2932, pruned_loss=0.05744, over 2375187.15 frames. utt_duration=1265 frames, utt_pad_proportion=0.05411, over 7520.69 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08325, over 2474261.14 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07966, over 23156.40 utterances.], batch size: 26, lr: 3.43e-04
2022-08-27 12:48:21,566 INFO [train.py:927] (7/8) Epoch 11, batch 6600, giga_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06904, over 12272.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02429, over 54.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08199, over 2473774.78 frames. utt_duration=445 frames, utt_pad_proportion=0.07644, over 22309.02 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05731, over 2376039.58 frames. utt_duration=1268 frames, utt_pad_proportion=0.05384, over 7506.54 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.318, pruned_loss=0.08431, over 2474644.99 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07778, over 23664.02 utterances.], batch size: 54, lr: 3.43e-04
2022-08-27 12:50:05,307 INFO [train.py:927] (7/8) Epoch 11, batch 6650, giga_loss[loss=0.2181, simple_loss=0.3017, pruned_loss=0.06722, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3159, pruned_loss=0.08211, over 2474502.06 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07868, over 22484.79 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05722, over 2377438.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05352, over 7514.92 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3181, pruned_loss=0.08433, over 2475239.98 frames. utt_duration=418.6 frames, utt_pad_proportion=0.0798, over 23738.62 utterances.], batch size: 40, lr: 3.43e-04
2022-08-27 12:51:50,107 INFO [train.py:927] (7/8) Epoch 11, batch 6700, giga_loss[loss=0.246, simple_loss=0.3236, pruned_loss=0.08419, over 12421.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03358, over 75.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3161, pruned_loss=0.08188, over 2474605.46 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07621, over 21719.10 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05728, over 2381112.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05176, over 7513.65 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08468, over 2475788.62 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07811, over 23349.27 utterances.], batch size: 75, lr: 3.43e-04
2022-08-27 12:53:31,064 INFO [train.py:927] (7/8) Epoch 11, batch 6750, giga_loss[loss=0.2271, simple_loss=0.3023, pruned_loss=0.07597, over 12282.00 frames. utt_duration=848.5 frames, utt_pad_proportion=0.03802, over 58.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3159, pruned_loss=0.08189, over 2474800.01 frames. utt_duration=468 frames, utt_pad_proportion=0.07237, over 21220.15 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05704, over 2383353.54 frames. utt_duration=1271 frames, utt_pad_proportion=0.05185, over 7509.78 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.319, pruned_loss=0.08487, over 2475825.89 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07427, over 22833.94 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:55:10,396 INFO [train.py:927] (7/8) Epoch 11, batch 6800, giga_loss[loss=0.2423, simple_loss=0.324, pruned_loss=0.08031, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3168, pruned_loss=0.08093, over 2474781.63 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06916, over 20735.57 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05719, over 2386110.05 frames. utt_duration=1276 frames, utt_pad_proportion=0.05063, over 7490.74 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3198, pruned_loss=0.08387, over 2475562.57 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07145, over 22418.94 utterances.], batch size: 105, lr: 3.43e-04
2022-08-27 12:56:50,740 INFO [train.py:927] (7/8) Epoch 11, batch 6850, giga_loss[loss=0.2332, simple_loss=0.3124, pruned_loss=0.07695, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02729, over 48.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07973, over 2474698.63 frames. utt_duration=490.8 frames, utt_pad_proportion=0.0681, over 20231.24 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05699, over 2387689.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.04997, over 7471.10 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.318, pruned_loss=0.08264, over 2475476.28 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07032, over 21815.13 utterances.], batch size: 48, lr: 3.43e-04
2022-08-27 12:58:30,730 INFO [train.py:927] (7/8) Epoch 11, batch 6900, giga_loss[loss=0.2259, simple_loss=0.3142, pruned_loss=0.06883, over 12437.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3166, pruned_loss=0.08077, over 2474637.89 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06761, over 20810.25 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05681, over 2389005.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.0492, over 7462.74 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3198, pruned_loss=0.08367, over 2475637.49 frames. utt_duration=445.2 frames, utt_pad_proportion=0.06971, over 22319.09 utterances.], batch size: 86, lr: 3.43e-04
2022-08-27 13:00:13,122 INFO [train.py:927] (7/8) Epoch 11, batch 6950, giga_loss[loss=0.2446, simple_loss=0.3161, pruned_loss=0.08655, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.08129, over 2474564.69 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06781, over 20751.04 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2917, pruned_loss=0.05678, over 2392392.49 frames. utt_duration=1289 frames, utt_pad_proportion=0.04771, over 7432.88 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3203, pruned_loss=0.08451, over 2475344.03 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07011, over 22469.65 utterances.], batch size: 113, lr: 3.43e-04
2022-08-27 13:01:58,508 INFO [train.py:927] (7/8) Epoch 11, batch 7000, giga_loss[loss=0.2189, simple_loss=0.2971, pruned_loss=0.07031, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3172, pruned_loss=0.08194, over 2474965.72 frames. utt_duration=478.1 frames, utt_pad_proportion=0.0702, over 20768.78 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05689, over 2393696.99 frames. utt_duration=1290 frames, utt_pad_proportion=0.04715, over 7430.38 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.08472, over 2475502.61 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07213, over 22303.78 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 13:03:43,799 INFO [train.py:927] (7/8) Epoch 11, batch 7050, giga_loss[loss=0.3123, simple_loss=0.3655, pruned_loss=0.1296, over 12363.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3195, pruned_loss=0.08426, over 2474529.10 frames. utt_duration=445 frames, utt_pad_proportion=0.07802, over 22318.98 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05693, over 2394032.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.04696, over 7428.22 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.08652, over 2475016.06 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07916, over 23592.12 utterances.], batch size: 258, lr: 3.43e-04
2022-08-27 13:05:24,334 INFO [train.py:927] (7/8) Epoch 11, batch 7100, giga_loss[loss=0.2313, simple_loss=0.3123, pruned_loss=0.07518, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0258, over 45.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08349, over 2473989.21 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07444, over 22105.29 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2922, pruned_loss=0.05682, over 2396504.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.04593, over 7410.44 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3219, pruned_loss=0.08627, over 2474667.02 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07613, over 23629.13 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 13:07:08,704 INFO [train.py:927] (7/8) Epoch 11, batch 7150, giga_loss[loss=0.2448, simple_loss=0.3272, pruned_loss=0.08119, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3178, pruned_loss=0.08221, over 2474084.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07547, over 21668.35 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05675, over 2397779.67 frames. utt_duration=1299 frames, utt_pad_proportion=0.04526, over 7393.27 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3205, pruned_loss=0.08493, over 2474846.68 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07711, over 23148.45 utterances.], batch size: 161, lr: 3.43e-04
2022-08-27 13:08:52,485 INFO [train.py:927] (7/8) Epoch 11, batch 7200, giga_loss[loss=0.2583, simple_loss=0.312, pruned_loss=0.1024, over 12358.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2039, over 369.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.08116, over 2473996.23 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07663, over 21315.30 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2917, pruned_loss=0.0566, over 2399705.90 frames. utt_duration=1304 frames, utt_pad_proportion=0.04428, over 7370.79 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3188, pruned_loss=0.08416, over 2474912.50 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07838, over 22899.54 utterances.], batch size: 369, lr: 3.43e-04
2022-08-27 13:10:37,634 INFO [train.py:927] (7/8) Epoch 11, batch 7250, giga_loss[loss=0.2127, simple_loss=0.2883, pruned_loss=0.06853, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03267, over 85.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3122, pruned_loss=0.07994, over 2474388.42 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07576, over 21546.37 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05657, over 2401399.37 frames. utt_duration=1307 frames, utt_pad_proportion=0.0436, over 7359.41 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3153, pruned_loss=0.08277, over 2474914.97 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07754, over 23060.37 utterances.], batch size: 85, lr: 3.43e-04
2022-08-27 13:12:22,904 INFO [train.py:927] (7/8) Epoch 11, batch 7300, giga_loss[loss=0.2393, simple_loss=0.3164, pruned_loss=0.08112, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3111, pruned_loss=0.07977, over 2474342.89 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08025, over 22145.51 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2916, pruned_loss=0.05654, over 2403559.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04275, over 7356.45 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3139, pruned_loss=0.0826, over 2474446.31 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08185, over 23682.86 utterances.], batch size: 91, lr: 3.43e-04
2022-08-27 13:14:10,049 INFO [train.py:927] (7/8) Epoch 11, batch 7350, giga_loss[loss=0.2314, simple_loss=0.3176, pruned_loss=0.07266, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3111, pruned_loss=0.07733, over 2474972.80 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07785, over 22845.56 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2918, pruned_loss=0.05654, over 2405324.17 frames. utt_duration=1305 frames, utt_pad_proportion=0.04285, over 7379.95 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08008, over 2475051.93 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07952, over 24381.51 utterances.], batch size: 58, lr: 3.42e-04
2022-08-27 13:15:51,754 INFO [train.py:927] (7/8) Epoch 11, batch 7400, giga_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07203, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.31, pruned_loss=0.0747, over 2475604.96 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07259, over 23238.04 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2921, pruned_loss=0.05685, over 2406070.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.04743, over 7458.74 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07678, over 2475619.50 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07314, over 24518.24 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 13:17:40,364 INFO [train.py:927] (7/8) Epoch 11, batch 7450, giga_loss[loss=0.1997, simple_loss=0.3066, pruned_loss=0.04647, over 12437.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03362, over 113.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3071, pruned_loss=0.07084, over 2475681.54 frames. utt_duration=433 frames, utt_pad_proportion=0.07181, over 22950.00 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05702, over 2407936.30 frames. utt_duration=1295 frames, utt_pad_proportion=0.04632, over 7447.95 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3089, pruned_loss=0.0728, over 2475879.54 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07279, over 24403.39 utterances.], batch size: 113, lr: 3.42e-04
2022-08-27 13:19:22,124 INFO [train.py:927] (7/8) Epoch 11, batch 7500, giga_loss[loss=0.2079, simple_loss=0.2958, pruned_loss=0.05999, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3066, pruned_loss=0.0694, over 2475987.43 frames. utt_duration=425 frames, utt_pad_proportion=0.07113, over 23386.04 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.0571, over 2408967.29 frames. utt_duration=1297 frames, utt_pad_proportion=0.04581, over 7435.31 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3082, pruned_loss=0.07106, over 2476134.22 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07218, over 24776.86 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 13:21:06,192 INFO [train.py:927] (7/8) Epoch 11, batch 7550, giga_loss[loss=0.1866, simple_loss=0.2823, pruned_loss=0.04545, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.304, pruned_loss=0.06737, over 2475605.47 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06868, over 23144.43 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2923, pruned_loss=0.0573, over 2411033.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.04546, over 7454.12 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3059, pruned_loss=0.06895, over 2476258.25 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07006, over 24841.84 utterances.], batch size: 113, lr: 3.42e-04
2022-08-27 13:22:50,343 INFO [train.py:927] (7/8) Epoch 11, batch 7600, giga_loss[loss=0.2129, simple_loss=0.3055, pruned_loss=0.06018, over 12435.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.0387, over 123.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.303, pruned_loss=0.06626, over 2475359.10 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07059, over 23729.73 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05717, over 2412432.11 frames. utt_duration=1298 frames, utt_pad_proportion=0.04447, over 7442.74 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3049, pruned_loss=0.0679, over 2476345.11 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07206, over 25544.64 utterances.], batch size: 123, lr: 3.42e-04
2022-08-27 13:24:32,587 INFO [train.py:927] (7/8) Epoch 11, batch 7650, libri_loss[loss=0.2363, simple_loss=0.3203, pruned_loss=0.07618, over 12281.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007428, over 37.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06464, over 2475897.42 frames. utt_duration=420.9 frames, utt_pad_proportion=0.07027, over 23613.94 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05721, over 2414011.31 frames. utt_duration=1300 frames, utt_pad_proportion=0.04394, over 7436.81 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.303, pruned_loss=0.06609, over 2476679.89 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0718, over 25454.41 utterances.], batch size: 37, lr: 3.42e-04
2022-08-27 13:26:16,774 INFO [train.py:927] (7/8) Epoch 11, batch 7700, giga_loss[loss=0.2113, simple_loss=0.2954, pruned_loss=0.06355, over 12447.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2978, pruned_loss=0.06239, over 2476196.76 frames. utt_duration=418 frames, utt_pad_proportion=0.06643, over 23777.63 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.0571, over 2414629.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04347, over 7421.29 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2995, pruned_loss=0.06373, over 2477089.36 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06808, over 25453.87 utterances.], batch size: 86, lr: 3.42e-04
2022-08-27 13:27:57,819 INFO [train.py:927] (7/8) Epoch 11, batch 7750, giga_loss[loss=0.2218, simple_loss=0.3169, pruned_loss=0.06336, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06234, over 2475564.93 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06983, over 24439.48 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05719, over 2416087.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.04244, over 7411.93 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2981, pruned_loss=0.06349, over 2476880.88 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07135, over 26324.51 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 13:29:51,752 INFO [train.py:927] (7/8) Epoch 11, batch 7800, giga_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.07073, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2975, pruned_loss=0.06199, over 2475782.98 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07417, over 24769.87 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05721, over 2417627.85 frames. utt_duration=1307 frames, utt_pad_proportion=0.04184, over 7408.89 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06302, over 2477030.71 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07545, over 26749.12 utterances.], batch size: 257, lr: 3.42e-04
2022-08-27 13:31:50,110 INFO [train.py:927] (7/8) Epoch 11, batch 7850, libri_loss[loss=0.1951, simple_loss=0.2924, pruned_loss=0.04892, over 12392.00 frames. utt_duration=763.8 frames, utt_pad_proportion=0.131, over 65.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2973, pruned_loss=0.06149, over 2475554.96 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07122, over 24111.95 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2921, pruned_loss=0.05732, over 2418681.04 frames. utt_duration=1306 frames, utt_pad_proportion=0.04187, over 7417.88 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06233, over 2477173.22 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07269, over 26165.69 utterances.], batch size: 65, lr: 3.42e-04
2022-08-27 13:33:53,595 INFO [train.py:927] (7/8) Epoch 11, batch 7900, giga_loss[loss=0.1916, simple_loss=0.2925, pruned_loss=0.0454, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06015, over 2475925.31 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07363, over 25337.56 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05732, over 2419152.73 frames. utt_duration=1307 frames, utt_pad_proportion=0.04154, over 7414.72 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06084, over 2477288.97 frames. utt_duration=367 frames, utt_pad_proportion=0.07474, over 27103.63 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 13:36:05,051 INFO [train.py:927] (7/8) Epoch 11, batch 7950, libri_loss[loss=0.1793, simple_loss=0.2567, pruned_loss=0.05096, over 12405.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008109, over 30.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2926, pruned_loss=0.05877, over 2476995.45 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07373, over 24712.53 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.05724, over 2420811.43 frames. utt_duration=1307 frames, utt_pad_proportion=0.04172, over 7419.29 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2935, pruned_loss=0.05945, over 2477871.76 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07482, over 26520.22 utterances.], batch size: 30, lr: 3.42e-04
2022-08-27 13:38:01,976 INFO [train.py:927] (7/8) Epoch 11, batch 8000, giga_loss[loss=0.2226, simple_loss=0.3097, pruned_loss=0.06772, over 12391.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.05818, over 2477705.05 frames. utt_duration=401 frames, utt_pad_proportion=0.07222, over 24792.70 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2913, pruned_loss=0.05698, over 2421870.93 frames. utt_duration=1311 frames, utt_pad_proportion=0.04115, over 7396.09 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05897, over 2478448.31 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07344, over 26549.87 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:40:10,868 INFO [train.py:927] (7/8) Epoch 11, batch 8050, giga_loss[loss=0.1789, simple_loss=0.256, pruned_loss=0.0509, over 12359.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2924, pruned_loss=0.0584, over 2476904.02 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07349, over 24987.19 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05709, over 2422821.69 frames. utt_duration=1310 frames, utt_pad_proportion=0.04064, over 7407.02 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.05898, over 2477635.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07468, over 26695.32 utterances.], batch size: 352, lr: 3.42e-04
2022-08-27 13:42:20,302 INFO [train.py:927] (7/8) Epoch 11, batch 8100, giga_loss[loss=0.1951, simple_loss=0.2865, pruned_loss=0.05185, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2906, pruned_loss=0.05724, over 2476957.42 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0684, over 23999.66 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05699, over 2423759.72 frames. utt_duration=1313 frames, utt_pad_proportion=0.04007, over 7393.03 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2914, pruned_loss=0.05779, over 2477636.43 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06997, over 25671.70 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 13:44:28,987 INFO [train.py:927] (7/8) Epoch 11, batch 8150, giga_loss[loss=0.217, simple_loss=0.3189, pruned_loss=0.05751, over 12432.00 frames. utt_duration=508.4 frames, utt_pad_proportion=0.03718, over 98.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.05759, over 2477309.03 frames. utt_duration=409 frames, utt_pad_proportion=0.06809, over 24299.33 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05742, over 2425268.88 frames. utt_duration=1314 frames, utt_pad_proportion=0.03918, over 7390.23 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2941, pruned_loss=0.05768, over 2477916.55 frames. utt_duration=381 frames, utt_pad_proportion=0.0698, over 26097.13 utterances.], batch size: 98, lr: 3.42e-04
2022-08-27 13:46:32,541 INFO [train.py:927] (7/8) Epoch 11, batch 8200, giga_loss[loss=0.2032, simple_loss=0.2984, pruned_loss=0.05404, over 12295.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02554, over 54.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2945, pruned_loss=0.05659, over 2477258.43 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07032, over 24203.57 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05731, over 2426738.53 frames. utt_duration=1313 frames, utt_pad_proportion=0.03908, over 7399.63 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2949, pruned_loss=0.05676, over 2478067.73 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07188, over 26180.60 utterances.], batch size: 54, lr: 3.42e-04
2022-08-27 13:48:42,335 INFO [train.py:927] (7/8) Epoch 11, batch 8250, giga_loss[loss=0.1778, simple_loss=0.2686, pruned_loss=0.04346, over 12383.00 frames. utt_duration=661.5 frames, utt_pad_proportion=0.03432, over 75.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2942, pruned_loss=0.05611, over 2477329.95 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06808, over 23757.99 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2916, pruned_loss=0.05726, over 2426908.84 frames. utt_duration=1314 frames, utt_pad_proportion=0.03893, over 7394.64 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2946, pruned_loss=0.05627, over 2478029.87 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06954, over 25376.35 utterances.], batch size: 75, lr: 3.42e-04
2022-08-27 13:51:10,351 INFO [train.py:927] (7/8) Epoch 11, batch 8300, giga_loss[loss=0.2094, simple_loss=0.3035, pruned_loss=0.05763, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2952, pruned_loss=0.05712, over 2477461.16 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06759, over 23678.33 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2921, pruned_loss=0.05758, over 2428409.28 frames. utt_duration=1301 frames, utt_pad_proportion=0.04284, over 7474.51 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2951, pruned_loss=0.05694, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 3.42e-04
2022-08-27 13:53:18,885 INFO [train.py:927] (7/8) Epoch 11, batch 8350, giga_loss[loss=0.2081, simple_loss=0.2985, pruned_loss=0.05884, over 12403.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07059, over 212.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2933, pruned_loss=0.05685, over 2477609.24 frames. utt_duration=416.4 frames, utt_pad_proportion=0.0717, over 23870.35 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05807, over 2429836.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05205, over 7625.50 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2928, pruned_loss=0.05627, over 2478066.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06979, over 25524.16 utterances.], batch size: 212, lr: 3.42e-04
2022-08-27 13:55:23,687 INFO [train.py:927] (7/8) Epoch 11, batch 8400, giga_loss[loss=0.1884, simple_loss=0.2796, pruned_loss=0.04862, over 12331.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0304, over 66.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2915, pruned_loss=0.05657, over 2477743.11 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0669, over 23151.00 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05805, over 2431420.37 frames. utt_duration=1278 frames, utt_pad_proportion=0.05154, over 7616.26 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2912, pruned_loss=0.05605, over 2478582.96 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06597, over 25130.03 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:57:28,649 INFO [train.py:927] (7/8) Epoch 11, batch 8450, giga_loss[loss=0.1869, simple_loss=0.272, pruned_loss=0.05094, over 12413.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03146, over 122.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05746, over 2477441.31 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06482, over 23529.98 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05804, over 2432157.04 frames. utt_duration=1282 frames, utt_pad_proportion=0.05088, over 7595.02 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05703, over 2478476.82 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06451, over 25473.63 utterances.], batch size: 122, lr: 3.42e-04
2022-08-27 13:59:26,108 INFO [train.py:927] (7/8) Epoch 11, batch 8500, giga_loss[loss=0.1741, simple_loss=0.2668, pruned_loss=0.0407, over 12355.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03238, over 62.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05765, over 2477795.72 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06425, over 23240.92 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05803, over 2433501.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.05143, over 7640.53 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.0573, over 2478817.38 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06403, over 25256.78 utterances.], batch size: 62, lr: 3.42e-04
2022-08-27 14:01:39,873 INFO [train.py:927] (7/8) Epoch 11, batch 8550, giga_loss[loss=0.2102, simple_loss=0.3064, pruned_loss=0.05697, over 12357.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05753, over 2477655.87 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06682, over 24073.38 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.058, over 2433554.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.05089, over 7621.02 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2932, pruned_loss=0.05727, over 2478996.01 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06666, over 25894.24 utterances.], batch size: 51, lr: 3.42e-04
2022-08-27 14:04:00,776 INFO [train.py:927] (7/8) Epoch 11, batch 8600, giga_loss[loss=0.1855, simple_loss=0.2751, pruned_loss=0.04798, over 12418.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0492, over 147.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05757, over 2478376.05 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06382, over 24053.85 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2917, pruned_loss=0.05771, over 2434116.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05037, over 7597.81 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2932, pruned_loss=0.05759, over 2479516.39 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06404, over 25709.83 utterances.], batch size: 147, lr: 3.42e-04
2022-08-27 14:06:06,840 INFO [train.py:927] (7/8) Epoch 11, batch 8650, giga_loss[loss=0.1776, simple_loss=0.2684, pruned_loss=0.04338, over 12322.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03507, over 58.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2886, pruned_loss=0.05614, over 2478301.20 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06268, over 24242.17 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05772, over 2434578.84 frames. utt_duration=1285 frames, utt_pad_proportion=0.04978, over 7586.86 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05613, over 2479389.68 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06312, over 25778.48 utterances.], batch size: 58, lr: 3.42e-04
2022-08-27 14:08:01,721 INFO [train.py:927] (7/8) Epoch 11, batch 8700, giga_loss[loss=0.2242, simple_loss=0.3067, pruned_loss=0.07083, over 12369.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05597, over 2477573.57 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06027, over 23538.54 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05756, over 2435248.45 frames. utt_duration=1290 frames, utt_pad_proportion=0.04887, over 7557.49 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2888, pruned_loss=0.05607, over 2478822.94 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06106, over 25144.48 utterances.], batch size: 257, lr: 3.42e-04
2022-08-27 14:10:07,587 INFO [train.py:927] (7/8) Epoch 11, batch 8750, giga_loss[loss=0.2189, simple_loss=0.2954, pruned_loss=0.07119, over 12391.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.05476, over 2477322.91 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06495, over 24245.80 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05755, over 2436196.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04796, over 7541.72 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2867, pruned_loss=0.05478, over 2478413.59 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06567, over 25940.44 utterances.], batch size: 256, lr: 3.42e-04
2022-08-27 14:12:19,793 INFO [train.py:927] (7/8) Epoch 11, batch 8800, giga_loss[loss=0.1763, simple_loss=0.2705, pruned_loss=0.04105, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2852, pruned_loss=0.05413, over 2476898.74 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06082, over 23252.92 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2914, pruned_loss=0.05762, over 2437475.94 frames. utt_duration=1294 frames, utt_pad_proportion=0.04771, over 7545.97 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2852, pruned_loss=0.05398, over 2477898.87 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06189, over 25134.90 utterances.], batch size: 34, lr: 3.42e-04
2022-08-27 14:14:30,646 INFO [train.py:927] (7/8) Epoch 11, batch 8850, giga_loss[loss=0.1888, simple_loss=0.2731, pruned_loss=0.05222, over 12397.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03218, over 122.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2859, pruned_loss=0.05457, over 2476702.68 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06345, over 23400.33 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2916, pruned_loss=0.05769, over 2438425.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.0538, over 7669.27 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2855, pruned_loss=0.05428, over 2478044.77 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06275, over 25377.95 utterances.], batch size: 122, lr: 3.42e-04
2022-08-27 14:16:30,619 INFO [train.py:927] (7/8) Epoch 11, batch 8900, giga_loss[loss=0.1877, simple_loss=0.2787, pruned_loss=0.04835, over 12400.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0462, over 161.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2856, pruned_loss=0.05468, over 2476950.53 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06362, over 23719.48 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2916, pruned_loss=0.05765, over 2438839.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05775, over 7740.64 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2852, pruned_loss=0.05443, over 2478301.65 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0621, over 25510.46 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 14:18:30,462 INFO [train.py:927] (7/8) Epoch 11, batch 8950, giga_loss[loss=0.1964, simple_loss=0.2914, pruned_loss=0.05066, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03647, over 113.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2877, pruned_loss=0.05463, over 2476924.96 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06312, over 23191.02 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05777, over 2440221.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.06047, over 7836.98 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05416, over 2478459.65 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06117, over 25273.04 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 14:20:33,948 INFO [train.py:927] (7/8) Epoch 11, batch 9000, giga_loss[loss=0.1705, simple_loss=0.2682, pruned_loss=0.03642, over 12315.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2895, pruned_loss=0.05526, over 2477147.15 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06217, over 23779.20 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.292, pruned_loss=0.05768, over 2440292.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.06003, over 7824.62 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2888, pruned_loss=0.05496, over 2478618.43 frames. utt_duration=389 frames, utt_pad_proportion=0.06084, over 25564.25 utterances.], batch size: 66, lr: 3.41e-04
2022-08-27 14:20:33,949 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 14:20:47,594 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1792, simple_loss=0.288, pruned_loss=0.03519, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 14:23:03,392 INFO [train.py:927] (7/8) Epoch 11, batch 9050, giga_loss[loss=0.1923, simple_loss=0.2856, pruned_loss=0.04954, over 12378.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0554, over 181.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2883, pruned_loss=0.05478, over 2477105.81 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06036, over 23786.82 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.292, pruned_loss=0.05771, over 2440549.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.05988, over 7831.49 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.0545, over 2478190.89 frames. utt_duration=393.8 frames, utt_pad_proportion=0.05946, over 25250.25 utterances.], batch size: 181, lr: 3.41e-04
2022-08-27 14:25:01,766 INFO [train.py:927] (7/8) Epoch 11, batch 9100, giga_loss[loss=0.1963, simple_loss=0.2707, pruned_loss=0.06092, over 12371.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1774, over 357.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2882, pruned_loss=0.05491, over 2477600.90 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06192, over 24016.34 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05781, over 2441061.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06312, over 7906.58 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2869, pruned_loss=0.05455, over 2478484.60 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06011, over 25324.47 utterances.], batch size: 357, lr: 3.41e-04
2022-08-27 14:27:07,322 INFO [train.py:927] (7/8) Epoch 11, batch 9150, giga_loss[loss=0.1924, simple_loss=0.2883, pruned_loss=0.04819, over 12456.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04786, over 162.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2904, pruned_loss=0.05554, over 2477852.31 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05904, over 24321.31 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05779, over 2441157.63 frames. utt_duration=1238 frames, utt_pad_proportion=0.06289, over 7899.05 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.289, pruned_loss=0.05526, over 2478626.70 frames. utt_duration=391.1 frames, utt_pad_proportion=0.05781, over 25428.87 utterances.], batch size: 162, lr: 3.41e-04
2022-08-27 14:29:00,038 INFO [train.py:927] (7/8) Epoch 11, batch 9200, giga_loss[loss=0.195, simple_loss=0.2843, pruned_loss=0.05285, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02916, over 55.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.05646, over 2478132.71 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06522, over 25303.67 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2932, pruned_loss=0.05776, over 2441387.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.0624, over 7890.07 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05625, over 2478854.68 frames. utt_duration=378 frames, utt_pad_proportion=0.06419, over 26317.03 utterances.], batch size: 55, lr: 3.41e-04
2022-08-27 14:31:08,977 INFO [train.py:927] (7/8) Epoch 11, batch 9250, giga_loss[loss=0.1862, simple_loss=0.2724, pruned_loss=0.04995, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05726, over 2477386.24 frames. utt_duration=392 frames, utt_pad_proportion=0.06554, over 25356.93 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05769, over 2441343.68 frames. utt_duration=1242 frames, utt_pad_proportion=0.06206, over 7870.23 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05714, over 2478319.85 frames. utt_duration=377.8 frames, utt_pad_proportion=0.0648, over 26326.00 utterances.], batch size: 42, lr: 3.41e-04
2022-08-27 14:33:18,824 INFO [train.py:927] (7/8) Epoch 11, batch 9300, giga_loss[loss=0.2017, simple_loss=0.2998, pruned_loss=0.05181, over 12372.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05632, over 2477790.90 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0663, over 25114.07 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05759, over 2442237.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.06091, over 7847.64 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.0563, over 2478531.94 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06604, over 26314.44 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:35:19,055 INFO [train.py:927] (7/8) Epoch 11, batch 9350, giga_loss[loss=0.2393, simple_loss=0.3217, pruned_loss=0.07843, over 12409.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05633, over 2477639.86 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06494, over 25141.10 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05754, over 2443008.86 frames. utt_duration=1248 frames, utt_pad_proportion=0.05979, over 7841.52 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2901, pruned_loss=0.05633, over 2478358.06 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06512, over 26497.62 utterances.], batch size: 183, lr: 3.41e-04
2022-08-27 14:37:22,356 INFO [train.py:927] (7/8) Epoch 11, batch 9400, giga_loss[loss=0.1917, simple_loss=0.2785, pruned_loss=0.05241, over 12403.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09733, over 256.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2894, pruned_loss=0.05621, over 2477584.09 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06408, over 25082.75 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05762, over 2443462.27 frames. utt_duration=1248 frames, utt_pad_proportion=0.05914, over 7838.60 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2888, pruned_loss=0.05612, over 2478362.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06447, over 26466.81 utterances.], batch size: 256, lr: 3.41e-04
2022-08-27 14:39:25,976 INFO [train.py:927] (7/8) Epoch 11, batch 9450, giga_loss[loss=0.2277, simple_loss=0.3212, pruned_loss=0.06707, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.0552, over 2477483.93 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06506, over 24460.51 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05781, over 2444120.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.0626, over 7916.97 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2881, pruned_loss=0.05493, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 14:41:15,079 INFO [train.py:927] (7/8) Epoch 11, batch 9500, giga_loss[loss=0.1982, simple_loss=0.2916, pruned_loss=0.05246, over 12402.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03154, over 122.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2897, pruned_loss=0.05399, over 2477451.51 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06239, over 23351.30 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2935, pruned_loss=0.05773, over 2444731.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06072, over 7884.78 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2888, pruned_loss=0.05372, over 2478733.50 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06264, over 25071.88 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:43:24,528 INFO [train.py:927] (7/8) Epoch 11, batch 9550, giga_loss[loss=0.1883, simple_loss=0.2868, pruned_loss=0.04495, over 12396.00 frames. utt_duration=310.7 frames, utt_pad_proportion=0.04388, over 160.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2895, pruned_loss=0.05396, over 2477101.40 frames. utt_duration=422 frames, utt_pad_proportion=0.0644, over 23545.79 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2932, pruned_loss=0.05758, over 2445375.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.05989, over 7861.19 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2889, pruned_loss=0.05382, over 2478114.67 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06476, over 25227.38 utterances.], batch size: 160, lr: 3.41e-04
2022-08-27 14:45:40,223 INFO [train.py:927] (7/8) Epoch 11, batch 9600, giga_loss[loss=0.2168, simple_loss=0.3045, pruned_loss=0.06455, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03215, over 80.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2889, pruned_loss=0.05349, over 2477406.52 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06709, over 24088.18 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05744, over 2445837.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.05927, over 7835.41 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2886, pruned_loss=0.05345, over 2478226.93 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06738, over 25642.31 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 14:47:55,498 INFO [train.py:927] (7/8) Epoch 11, batch 9650, giga_loss[loss=0.2123, simple_loss=0.3067, pruned_loss=0.05891, over 12341.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2903, pruned_loss=0.05346, over 2477573.44 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06284, over 23291.86 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05714, over 2446567.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05803, over 7793.94 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2905, pruned_loss=0.0536, over 2478423.02 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06372, over 25025.72 utterances.], batch size: 91, lr: 3.41e-04
2022-08-27 14:50:11,349 INFO [train.py:927] (7/8) Epoch 11, batch 9700, giga_loss[loss=0.1937, simple_loss=0.289, pruned_loss=0.04922, over 12412.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05865, over 182.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2909, pruned_loss=0.05413, over 2477130.32 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06471, over 23305.68 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05737, over 2446821.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.06203, over 7875.61 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2908, pruned_loss=0.05402, over 2477845.51 frames. utt_duration=402 frames, utt_pad_proportion=0.06425, over 24731.38 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 14:52:27,033 INFO [train.py:927] (7/8) Epoch 11, batch 9750, giga_loss[loss=0.2219, simple_loss=0.311, pruned_loss=0.06643, over 12399.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2892, pruned_loss=0.05328, over 2476930.92 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06741, over 23974.23 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05733, over 2446961.77 frames. utt_duration=1245 frames, utt_pad_proportion=0.0618, over 7870.23 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2891, pruned_loss=0.05321, over 2477499.42 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06698, over 25155.02 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:54:24,718 INFO [train.py:927] (7/8) Epoch 11, batch 9800, giga_loss[loss=0.2122, simple_loss=0.3095, pruned_loss=0.05744, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03388, over 113.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2891, pruned_loss=0.05318, over 2476869.78 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06876, over 24278.21 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.05744, over 2447283.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06488, over 7937.82 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2885, pruned_loss=0.05298, over 2477430.92 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06755, over 25359.88 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 14:56:17,505 INFO [train.py:927] (7/8) Epoch 11, batch 9850, giga_loss[loss=0.2195, simple_loss=0.2943, pruned_loss=0.07234, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03213, over 80.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2902, pruned_loss=0.05397, over 2476945.72 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06702, over 23908.32 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05736, over 2447451.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06361, over 7885.38 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.29, pruned_loss=0.05377, over 2478007.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06648, over 25228.59 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 14:58:15,417 INFO [train.py:927] (7/8) Epoch 11, batch 9900, giga_loss[loss=0.1974, simple_loss=0.2891, pruned_loss=0.05287, over 12389.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06265, over 211.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2893, pruned_loss=0.05468, over 2477086.70 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07076, over 24836.69 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05725, over 2447635.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06322, over 7864.58 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2893, pruned_loss=0.05459, over 2478018.61 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07032, over 26038.23 utterances.], batch size: 211, lr: 3.41e-04
2022-08-27 14:59:55,827 INFO [train.py:927] (7/8) Epoch 11, batch 9950, giga_loss[loss=0.2775, simple_loss=0.3387, pruned_loss=0.1081, over 12362.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2941, pruned_loss=0.05765, over 2476661.53 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07211, over 25180.05 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05711, over 2447618.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.06294, over 7842.98 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2942, pruned_loss=0.05767, over 2477659.62 frames. utt_duration=378.2 frames, utt_pad_proportion=0.0718, over 26291.33 utterances.], batch size: 366, lr: 3.41e-04
2022-08-27 15:01:37,679 INFO [train.py:927] (7/8) Epoch 11, batch 10000, giga_loss[loss=0.1898, simple_loss=0.2712, pruned_loss=0.05424, over 12439.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04342, over 114.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2982, pruned_loss=0.05946, over 2476183.00 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06763, over 23260.76 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05722, over 2448378.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.06175, over 7817.13 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2984, pruned_loss=0.05942, over 2476944.61 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06795, over 24530.93 utterances.], batch size: 114, lr: 3.41e-04
2022-08-27 15:03:18,911 INFO [train.py:927] (7/8) Epoch 11, batch 10050, libri_loss[loss=0.2143, simple_loss=0.3018, pruned_loss=0.06345, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007725, over 37.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05827, over 2476162.75 frames. utt_duration=452.2 frames, utt_pad_proportion=0.06978, over 21968.55 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05729, over 2448688.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.061, over 7811.89 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05819, over 2476873.50 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0702, over 23174.95 utterances.], batch size: 37, lr: 3.41e-04
2022-08-27 15:05:00,956 INFO [train.py:927] (7/8) Epoch 11, batch 10100, giga_loss[loss=0.1839, simple_loss=0.273, pruned_loss=0.04742, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03082, over 75.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2864, pruned_loss=0.05608, over 2476402.13 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06696, over 21028.78 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05722, over 2449079.93 frames. utt_duration=1257 frames, utt_pad_proportion=0.06047, over 7803.81 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2865, pruned_loss=0.05608, over 2476969.65 frames. utt_duration=448.2 frames, utt_pad_proportion=0.06764, over 22171.56 utterances.], batch size: 75, lr: 3.41e-04
2022-08-27 15:06:48,091 INFO [train.py:927] (7/8) Epoch 11, batch 10150, giga_loss[loss=0.1693, simple_loss=0.2544, pruned_loss=0.04211, over 12391.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2788, pruned_loss=0.05363, over 2475682.39 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06806, over 20592.53 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05689, over 2449186.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.05942, over 7762.14 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2794, pruned_loss=0.05387, over 2476611.32 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06889, over 21812.91 utterances.], batch size: 133, lr: 3.41e-04
2022-08-27 15:08:30,953 INFO [train.py:927] (7/8) Epoch 11, batch 10200, giga_loss[loss=0.1639, simple_loss=0.241, pruned_loss=0.04336, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03725, over 40.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2737, pruned_loss=0.05171, over 2475740.34 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06603, over 19933.39 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05689, over 2449333.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.05838, over 7752.17 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2739, pruned_loss=0.05183, over 2476921.22 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06725, over 21194.97 utterances.], batch size: 40, lr: 3.41e-04
2022-08-27 15:10:11,578 INFO [train.py:927] (7/8) Epoch 11, batch 10250, giga_loss[loss=0.1673, simple_loss=0.2542, pruned_loss=0.04025, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0267, over 54.00 utterances.], tot_loss[loss=0.1845, simple_loss=0.2691, pruned_loss=0.04989, over 2475144.55 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06936, over 20412.02 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05686, over 2449786.11 frames. utt_duration=1250 frames, utt_pad_proportion=0.06315, over 7845.86 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.269, pruned_loss=0.04988, over 2476134.89 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06858, over 21553.79 utterances.], batch size: 54, lr: 3.41e-04
2022-08-27 15:11:53,959 INFO [train.py:927] (7/8) Epoch 11, batch 10300, giga_loss[loss=0.1494, simple_loss=0.2235, pruned_loss=0.03764, over 12374.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0459, over 34.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2633, pruned_loss=0.04766, over 2474962.23 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06914, over 20073.91 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05673, over 2449817.18 frames. utt_duration=1252 frames, utt_pad_proportion=0.06305, over 7833.63 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2632, pruned_loss=0.04774, over 2475817.69 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06855, over 21028.15 utterances.], batch size: 34, lr: 3.41e-04
2022-08-27 15:13:35,895 INFO [train.py:927] (7/8) Epoch 11, batch 10350, giga_loss[loss=0.1773, simple_loss=0.2514, pruned_loss=0.05159, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.2589, pruned_loss=0.04595, over 2474360.79 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06453, over 19575.79 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05683, over 2450042.13 frames. utt_duration=1252 frames, utt_pad_proportion=0.06263, over 7838.13 utterances.], giga_tot_loss[loss=0.1748, simple_loss=0.2581, pruned_loss=0.04578, over 2475145.46 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06441, over 20480.90 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 15:15:18,445 INFO [train.py:927] (7/8) Epoch 11, batch 10400, giga_loss[loss=0.2038, simple_loss=0.2943, pruned_loss=0.05668, over 12437.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03492, over 86.00 utterances.], tot_loss[loss=0.1748, simple_loss=0.2579, pruned_loss=0.04582, over 2474766.04 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06254, over 19346.35 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05654, over 2451095.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.06126, over 7804.38 utterances.], giga_tot_loss[loss=0.1741, simple_loss=0.257, pruned_loss=0.04564, over 2475080.56 frames. utt_duration=486 frames, utt_pad_proportion=0.06303, over 20431.58 utterances.], batch size: 86, lr: 3.41e-04
2022-08-27 15:17:01,391 INFO [train.py:927] (7/8) Epoch 11, batch 10450, giga_loss[loss=0.1917, simple_loss=0.288, pruned_loss=0.04772, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03337, over 28.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2694, pruned_loss=0.05121, over 2475175.75 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06179, over 19443.80 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05649, over 2451659.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.06014, over 7785.47 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2681, pruned_loss=0.05093, over 2475459.78 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06257, over 20577.35 utterances.], batch size: 28, lr: 3.41e-04
2022-08-27 15:18:42,886 INFO [train.py:927] (7/8) Epoch 11, batch 10500, giga_loss[loss=0.2664, simple_loss=0.335, pruned_loss=0.0989, over 12353.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 257.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2788, pruned_loss=0.05519, over 2474679.88 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06355, over 19395.40 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05644, over 2452636.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.06272, over 7853.02 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2773, pruned_loss=0.05494, over 2474647.66 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06335, over 20564.22 utterances.], batch size: 257, lr: 3.41e-04
2022-08-27 15:20:24,122 INFO [train.py:927] (7/8) Epoch 11, batch 10550, giga_loss[loss=0.2045, simple_loss=0.2958, pruned_loss=0.05659, over 12321.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2823, pruned_loss=0.05571, over 2473961.57 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07148, over 20078.56 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05626, over 2452399.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.0621, over 7839.10 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2815, pruned_loss=0.05566, over 2474554.88 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07125, over 21247.28 utterances.], batch size: 62, lr: 3.40e-04
2022-08-27 15:22:07,295 INFO [train.py:927] (7/8) Epoch 11, batch 10600, giga_loss[loss=0.2526, simple_loss=0.3325, pruned_loss=0.08634, over 12391.00 frames. utt_duration=270.9 frames, utt_pad_proportion=0.06893, over 184.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2875, pruned_loss=0.05885, over 2474057.43 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07192, over 20450.77 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05629, over 2452636.40 frames. utt_duration=1255 frames, utt_pad_proportion=0.06162, over 7827.73 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2869, pruned_loss=0.05879, over 2474507.66 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07187, over 21481.16 utterances.], batch size: 184, lr: 3.40e-04
2022-08-27 15:23:51,277 INFO [train.py:927] (7/8) Epoch 11, batch 10650, libri_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.06089, over 12116.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006799, over 32.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2915, pruned_loss=0.06029, over 2473971.08 frames. utt_duration=512 frames, utt_pad_proportion=0.06719, over 19382.52 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2907, pruned_loss=0.05639, over 2453211.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.06472, over 7895.47 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06022, over 2474419.87 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06644, over 20465.73 utterances.], batch size: 32, lr: 3.40e-04
2022-08-27 15:25:34,664 INFO [train.py:927] (7/8) Epoch 11, batch 10700, giga_loss[loss=0.2016, simple_loss=0.2987, pruned_loss=0.05218, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02905, over 48.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2951, pruned_loss=0.06157, over 2472579.24 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07259, over 19236.21 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05612, over 2453475.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.06329, over 7875.33 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06193, over 2473349.42 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07231, over 20497.41 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:27:18,981 INFO [train.py:927] (7/8) Epoch 11, batch 10750, giga_loss[loss=0.2143, simple_loss=0.315, pruned_loss=0.05679, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03126, over 70.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2974, pruned_loss=0.06144, over 2473038.21 frames. utt_duration=532.4 frames, utt_pad_proportion=0.07106, over 18633.01 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2904, pruned_loss=0.05613, over 2453601.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.06308, over 7878.96 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2972, pruned_loss=0.06174, over 2473612.33 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07102, over 19669.18 utterances.], batch size: 70, lr: 3.40e-04
2022-08-27 15:28:59,620 INFO [train.py:927] (7/8) Epoch 11, batch 10800, giga_loss[loss=0.1946, simple_loss=0.2856, pruned_loss=0.05174, over 12413.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2978, pruned_loss=0.06049, over 2473234.97 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06826, over 17651.83 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2905, pruned_loss=0.05617, over 2454007.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.06259, over 7875.82 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2976, pruned_loss=0.06082, over 2473747.07 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06859, over 18707.47 utterances.], batch size: 75, lr: 3.40e-04
2022-08-27 15:30:43,619 INFO [train.py:927] (7/8) Epoch 11, batch 10850, giga_loss[loss=0.2542, simple_loss=0.325, pruned_loss=0.09171, over 12415.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05563, over 162.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06273, over 2473547.82 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06635, over 17734.90 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2909, pruned_loss=0.05615, over 2454778.94 frames. utt_duration=1251 frames, utt_pad_proportion=0.06111, over 7858.70 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.3, pruned_loss=0.06314, over 2473774.56 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0673, over 18853.94 utterances.], batch size: 162, lr: 3.40e-04
2022-08-27 15:32:26,575 INFO [train.py:927] (7/8) Epoch 11, batch 10900, giga_loss[loss=0.2372, simple_loss=0.3139, pruned_loss=0.08026, over 12293.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02538, over 54.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3007, pruned_loss=0.0647, over 2473791.45 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06788, over 17423.98 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05599, over 2455770.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.06028, over 7840.89 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3014, pruned_loss=0.06548, over 2473735.92 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06904, over 18717.61 utterances.], batch size: 54, lr: 3.40e-04
2022-08-27 15:34:14,093 INFO [train.py:927] (7/8) Epoch 11, batch 10950, giga_loss[loss=0.188, simple_loss=0.2853, pruned_loss=0.04534, over 12433.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03241, over 75.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2999, pruned_loss=0.06491, over 2473879.81 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06684, over 17955.92 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05599, over 2456005.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.05979, over 7834.50 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3005, pruned_loss=0.06562, over 2473793.95 frames. utt_duration=520.5 frames, utt_pad_proportion=0.068, over 19067.34 utterances.], batch size: 75, lr: 3.40e-04
2022-08-27 15:36:00,312 INFO [train.py:927] (7/8) Epoch 11, batch 11000, libri_loss[loss=0.1964, simple_loss=0.2934, pruned_loss=0.04971, over 12478.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006384, over 37.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2989, pruned_loss=0.06437, over 2474585.48 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06843, over 18087.00 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05596, over 2456660.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05839, over 7816.64 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2997, pruned_loss=0.06519, over 2474396.44 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06983, over 19260.15 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:37:46,068 INFO [train.py:927] (7/8) Epoch 11, batch 11050, giga_loss[loss=0.1761, simple_loss=0.2541, pruned_loss=0.049, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03204, over 45.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06361, over 2474065.45 frames. utt_duration=531.4 frames, utt_pad_proportion=0.07712, over 18675.52 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05609, over 2457080.28 frames. utt_duration=1259 frames, utt_pad_proportion=0.05746, over 7813.53 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2972, pruned_loss=0.06439, over 2474091.52 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07806, over 19927.66 utterances.], batch size: 45, lr: 3.40e-04
2022-08-27 15:39:31,816 INFO [train.py:927] (7/8) Epoch 11, batch 11100, giga_loss[loss=0.2152, simple_loss=0.2869, pruned_loss=0.07179, over 12360.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04303, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2922, pruned_loss=0.06176, over 2474660.08 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07542, over 19107.40 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.05619, over 2457455.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05694, over 7818.17 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2925, pruned_loss=0.06241, over 2474646.49 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07655, over 20285.66 utterances.], batch size: 133, lr: 3.40e-04
2022-08-27 15:41:16,448 INFO [train.py:927] (7/8) Epoch 11, batch 11150, giga_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.07259, over 12354.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.291, pruned_loss=0.06142, over 2474189.09 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07725, over 19173.60 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2907, pruned_loss=0.05611, over 2457819.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05563, over 7796.45 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2914, pruned_loss=0.06225, over 2474631.35 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07875, over 20663.90 utterances.], batch size: 91, lr: 3.40e-04
2022-08-27 15:42:58,606 INFO [train.py:927] (7/8) Epoch 11, batch 11200, giga_loss[loss=0.1955, simple_loss=0.281, pruned_loss=0.05496, over 12339.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2898, pruned_loss=0.06074, over 2474228.76 frames. utt_duration=530.9 frames, utt_pad_proportion=0.07296, over 18693.43 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05603, over 2458112.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05569, over 7802.53 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2903, pruned_loss=0.06156, over 2474597.04 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07458, over 20074.21 utterances.], batch size: 97, lr: 3.40e-04
2022-08-27 15:44:42,558 INFO [train.py:927] (7/8) Epoch 11, batch 11250, giga_loss[loss=0.201, simple_loss=0.2809, pruned_loss=0.06054, over 12364.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2868, pruned_loss=0.05973, over 2474033.53 frames. utt_duration=565 frames, utt_pad_proportion=0.06714, over 17562.46 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2905, pruned_loss=0.05607, over 2458360.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05466, over 7779.76 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2871, pruned_loss=0.06044, over 2474467.95 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06939, over 18914.60 utterances.], batch size: 85, lr: 3.40e-04
2022-08-27 15:46:27,254 INFO [train.py:927] (7/8) Epoch 11, batch 11300, giga_loss[loss=0.1905, simple_loss=0.2679, pruned_loss=0.05652, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0398, over 37.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.283, pruned_loss=0.05787, over 2473408.58 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06163, over 16803.20 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05598, over 2458487.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05398, over 7766.28 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2833, pruned_loss=0.05858, over 2473988.77 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06424, over 18100.42 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:48:10,041 INFO [train.py:927] (7/8) Epoch 11, batch 11350, giga_loss[loss=0.1815, simple_loss=0.2563, pruned_loss=0.05336, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2808, pruned_loss=0.05748, over 2473415.81 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05969, over 16522.50 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.056, over 2458769.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05312, over 7750.08 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2808, pruned_loss=0.05805, over 2473862.52 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06229, over 17721.67 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:49:55,356 INFO [train.py:927] (7/8) Epoch 11, batch 11400, giga_loss[loss=0.1697, simple_loss=0.2581, pruned_loss=0.04064, over 12370.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04009, over 145.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2779, pruned_loss=0.05675, over 2473589.58 frames. utt_duration=612 frames, utt_pad_proportion=0.05809, over 16206.67 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2907, pruned_loss=0.05611, over 2458747.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.05252, over 7734.93 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2776, pruned_loss=0.05713, over 2474148.29 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06057, over 17278.58 utterances.], batch size: 145, lr: 3.40e-04
2022-08-27 15:51:38,989 INFO [train.py:927] (7/8) Epoch 11, batch 11450, giga_loss[loss=0.1765, simple_loss=0.2621, pruned_loss=0.04542, over 12431.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0328, over 75.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2767, pruned_loss=0.05648, over 2473826.68 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05585, over 15684.00 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05635, over 2459190.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05596, over 7801.87 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2759, pruned_loss=0.05658, over 2474386.39 frames. utt_duration=591.5 frames, utt_pad_proportion=0.0568, over 16775.07 utterances.], batch size: 75, lr: 3.40e-04
2022-08-27 15:53:26,343 INFO [train.py:927] (7/8) Epoch 11, batch 11500, giga_loss[loss=0.1845, simple_loss=0.2583, pruned_loss=0.05537, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04256, over 33.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2793, pruned_loss=0.05789, over 2473234.05 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05758, over 16002.49 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05635, over 2459276.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.05961, over 7867.62 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2783, pruned_loss=0.05799, over 2473861.13 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05659, over 16955.81 utterances.], batch size: 33, lr: 3.40e-04
2022-08-27 15:55:11,634 INFO [train.py:927] (7/8) Epoch 11, batch 11550, giga_loss[loss=0.1929, simple_loss=0.2809, pruned_loss=0.05241, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02508, over 48.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.286, pruned_loss=0.06162, over 2473406.12 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05949, over 16620.71 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05637, over 2459309.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05949, over 7871.18 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2849, pruned_loss=0.06175, over 2474173.06 frames. utt_duration=565 frames, utt_pad_proportion=0.05863, over 17561.68 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:56:56,224 INFO [train.py:927] (7/8) Epoch 11, batch 11600, giga_loss[loss=0.2311, simple_loss=0.3151, pruned_loss=0.07357, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2911, pruned_loss=0.06356, over 2473656.40 frames. utt_duration=569 frames, utt_pad_proportion=0.06289, over 17434.29 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05646, over 2459231.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.0586, over 7852.97 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2902, pruned_loss=0.06369, over 2474570.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06242, over 18350.50 utterances.], batch size: 161, lr: 3.40e-04
2022-08-27 15:58:40,807 INFO [train.py:927] (7/8) Epoch 11, batch 11650, giga_loss[loss=0.202, simple_loss=0.2829, pruned_loss=0.0605, over 12229.00 frames. utt_duration=1484 frames, utt_pad_proportion=0.0308, over 33.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.297, pruned_loss=0.06581, over 2473719.36 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06233, over 18065.65 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2909, pruned_loss=0.05637, over 2459400.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.05842, over 7842.71 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2964, pruned_loss=0.06601, over 2474358.48 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06206, over 18828.13 utterances.], batch size: 33, lr: 3.40e-04
2022-08-27 16:00:21,676 INFO [train.py:927] (7/8) Epoch 11, batch 11700, libri_loss[loss=0.2004, simple_loss=0.2924, pruned_loss=0.05419, over 12424.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01652, over 40.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.06398, over 2473639.50 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06167, over 17896.62 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05633, over 2459853.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05564, over 7792.64 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06468, over 2474604.68 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06255, over 19152.31 utterances.], batch size: 40, lr: 3.40e-04
2022-08-27 16:02:05,013 INFO [train.py:927] (7/8) Epoch 11, batch 11750, giga_loss[loss=0.1808, simple_loss=0.2739, pruned_loss=0.04382, over 12430.00 frames. utt_duration=905.5 frames, utt_pad_proportion=0.0326, over 55.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2947, pruned_loss=0.06242, over 2473648.35 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06405, over 17531.07 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05633, over 2460250.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05429, over 7785.30 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.06321, over 2474492.43 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06519, over 18859.76 utterances.], batch size: 55, lr: 3.40e-04
2022-08-27 16:03:50,761 INFO [train.py:927] (7/8) Epoch 11, batch 11800, giga_loss[loss=0.2181, simple_loss=0.3058, pruned_loss=0.06521, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2965, pruned_loss=0.06342, over 2473137.26 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06913, over 18064.57 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.0566, over 2460710.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05746, over 7852.79 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06391, over 2473572.10 frames. utt_duration=517 frames, utt_pad_proportion=0.06879, over 19191.37 utterances.], batch size: 58, lr: 3.40e-04
2022-08-27 16:05:37,903 INFO [train.py:927] (7/8) Epoch 11, batch 11850, giga_loss[loss=0.2153, simple_loss=0.3008, pruned_loss=0.0649, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02683, over 66.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2982, pruned_loss=0.06472, over 2472817.90 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06454, over 17985.26 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05637, over 2460577.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05717, over 7817.18 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2987, pruned_loss=0.06541, over 2473451.98 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06465, over 19046.32 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 16:07:22,794 INFO [train.py:927] (7/8) Epoch 11, batch 11900, libri_loss[loss=0.1977, simple_loss=0.2942, pruned_loss=0.05058, over 12228.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006212, over 31.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2995, pruned_loss=0.06611, over 2472792.31 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06026, over 17688.15 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.05628, over 2460708.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05653, over 7804.94 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3, pruned_loss=0.06685, over 2473362.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06082, over 18670.42 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 16:09:08,228 INFO [train.py:927] (7/8) Epoch 11, batch 11950, giga_loss[loss=0.2384, simple_loss=0.3292, pruned_loss=0.07379, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3011, pruned_loss=0.0663, over 2472972.69 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06144, over 17130.28 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.0562, over 2460877.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05635, over 7794.91 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.067, over 2473314.42 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06192, over 17953.04 utterances.], batch size: 133, lr: 3.40e-04
2022-08-27 16:10:51,062 INFO [train.py:927] (7/8) Epoch 11, batch 12000, giga_loss[loss=0.203, simple_loss=0.2931, pruned_loss=0.05646, over 12295.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03287, over 28.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3018, pruned_loss=0.06605, over 2473065.33 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05974, over 16189.24 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.05611, over 2461586.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05556, over 7791.45 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3026, pruned_loss=0.06708, over 2473115.45 frames. utt_duration=577 frames, utt_pad_proportion=0.06067, over 17189.58 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 16:10:51,064 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 16:11:04,957 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1827, simple_loss=0.2891, pruned_loss=0.03811, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 16:12:45,757 INFO [train.py:927] (7/8) Epoch 11, batch 12050, libri_loss[loss=0.2405, simple_loss=0.324, pruned_loss=0.07849, over 12303.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.06448, over 51.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3019, pruned_loss=0.06685, over 2472395.16 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05904, over 15670.81 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05623, over 2461743.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05518, over 7800.58 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3024, pruned_loss=0.06768, over 2472454.20 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06001, over 16560.70 utterances.], batch size: 51, lr: 3.40e-04
2022-08-27 16:14:25,886 INFO [train.py:927] (7/8) Epoch 11, batch 12100, giga_loss[loss=0.2636, simple_loss=0.3473, pruned_loss=0.08994, over 12381.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03927, over 145.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.302, pruned_loss=0.06712, over 2472549.71 frames. utt_duration=645.4 frames, utt_pad_proportion=0.0551, over 15360.43 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05603, over 2461746.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05459, over 7780.69 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3029, pruned_loss=0.06814, over 2472752.73 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05633, over 16193.99 utterances.], batch size: 145, lr: 3.40e-04
2022-08-27 16:16:11,258 INFO [train.py:927] (7/8) Epoch 11, batch 12150, giga_loss[loss=0.1976, simple_loss=0.2897, pruned_loss=0.05277, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03379, over 28.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3018, pruned_loss=0.06685, over 2471545.43 frames. utt_duration=645.7 frames, utt_pad_proportion=0.05806, over 15346.30 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2901, pruned_loss=0.05581, over 2461482.11 frames. utt_duration=1280 frames, utt_pad_proportion=0.05234, over 7703.80 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3036, pruned_loss=0.06853, over 2472558.54 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05996, over 16537.89 utterances.], batch size: 28, lr: 3.39e-04
2022-08-27 16:17:53,358 INFO [train.py:927] (7/8) Epoch 11, batch 12200, giga_loss[loss=0.2422, simple_loss=0.3053, pruned_loss=0.08956, over 12358.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3013, pruned_loss=0.06656, over 2472375.41 frames. utt_duration=635.5 frames, utt_pad_proportion=0.06064, over 15597.58 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05567, over 2461474.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.05157, over 7679.93 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.0682, over 2473361.92 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06231, over 16692.47 utterances.], batch size: 365, lr: 3.39e-04
2022-08-27 16:19:34,319 INFO [train.py:927] (7/8) Epoch 11, batch 12250, giga_loss[loss=0.193, simple_loss=0.2764, pruned_loss=0.05486, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2994, pruned_loss=0.06588, over 2471256.27 frames. utt_duration=655.4 frames, utt_pad_proportion=0.06036, over 15116.10 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2893, pruned_loss=0.05564, over 2461287.04 frames. utt_duration=1289 frames, utt_pad_proportion=0.05087, over 7648.55 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3015, pruned_loss=0.06737, over 2472369.27 frames. utt_duration=614.2 frames, utt_pad_proportion=0.06207, over 16140.01 utterances.], batch size: 31, lr: 3.39e-04
2022-08-27 16:21:13,700 INFO [train.py:927] (7/8) Epoch 11, batch 12300, giga_loss[loss=0.2342, simple_loss=0.3043, pruned_loss=0.08204, over 12342.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2002, over 367.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06581, over 2471229.73 frames. utt_duration=640.6 frames, utt_pad_proportion=0.06391, over 15466.43 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05593, over 2461534.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.05417, over 7715.11 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2998, pruned_loss=0.0671, over 2472254.23 frames. utt_duration=601 frames, utt_pad_proportion=0.06367, over 16494.06 utterances.], batch size: 367, lr: 3.39e-04
2022-08-27 16:22:52,554 INFO [train.py:927] (7/8) Epoch 11, batch 12350, giga_loss[loss=0.2028, simple_loss=0.2816, pruned_loss=0.06198, over 12442.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2961, pruned_loss=0.0651, over 2470998.33 frames. utt_duration=649.1 frames, utt_pad_proportion=0.05952, over 15262.88 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2892, pruned_loss=0.05572, over 2461709.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05248, over 7682.94 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2981, pruned_loss=0.0667, over 2472080.82 frames. utt_duration=603 frames, utt_pad_proportion=0.06046, over 16439.62 utterances.], batch size: 55, lr: 3.39e-04
2022-08-27 16:24:34,368 INFO [train.py:927] (7/8) Epoch 11, batch 12400, giga_loss[loss=0.183, simple_loss=0.2702, pruned_loss=0.04794, over 12380.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2929, pruned_loss=0.06356, over 2471337.59 frames. utt_duration=645.1 frames, utt_pad_proportion=0.05531, over 15360.16 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2893, pruned_loss=0.05567, over 2461699.80 frames. utt_duration=1285 frames, utt_pad_proportion=0.05207, over 7674.14 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06495, over 2472288.52 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05649, over 16368.87 utterances.], batch size: 62, lr: 3.39e-04
2022-08-27 16:26:14,348 INFO [train.py:927] (7/8) Epoch 11, batch 12450, giga_loss[loss=0.185, simple_loss=0.2739, pruned_loss=0.04801, over 12404.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02589, over 66.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2901, pruned_loss=0.06241, over 2471020.61 frames. utt_duration=629.7 frames, utt_pad_proportion=0.0595, over 15734.00 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.05559, over 2461764.25 frames. utt_duration=1289 frames, utt_pad_proportion=0.05069, over 7648.94 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2916, pruned_loss=0.06381, over 2472006.96 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06071, over 16785.70 utterances.], batch size: 66, lr: 3.39e-04
2022-08-27 16:28:01,406 INFO [train.py:927] (7/8) Epoch 11, batch 12500, giga_loss[loss=0.2035, simple_loss=0.2781, pruned_loss=0.0644, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2896, pruned_loss=0.06185, over 2471956.08 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05959, over 16130.84 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05542, over 2462078.82 frames. utt_duration=1294 frames, utt_pad_proportion=0.04977, over 7619.97 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2911, pruned_loss=0.06326, over 2472674.30 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06093, over 17172.77 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 16:29:43,326 INFO [train.py:927] (7/8) Epoch 11, batch 12550, giga_loss[loss=0.2125, simple_loss=0.3074, pruned_loss=0.05875, over 12284.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02637, over 54.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2899, pruned_loss=0.06106, over 2472137.94 frames. utt_duration=628.4 frames, utt_pad_proportion=0.0555, over 15772.95 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2886, pruned_loss=0.05541, over 2461901.90 frames. utt_duration=1301 frames, utt_pad_proportion=0.04852, over 7579.97 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2913, pruned_loss=0.06238, over 2473135.57 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05743, over 16905.58 utterances.], batch size: 54, lr: 3.39e-04
2022-08-27 16:31:22,415 INFO [train.py:927] (7/8) Epoch 11, batch 12600, libri_loss[loss=0.2012, simple_loss=0.2845, pruned_loss=0.05895, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005942, over 35.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.291, pruned_loss=0.06134, over 2471910.87 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05749, over 16373.64 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2885, pruned_loss=0.05565, over 2461425.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.04736, over 7558.79 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2922, pruned_loss=0.06238, over 2473438.48 frames. utt_duration=564.6 frames, utt_pad_proportion=0.0594, over 17569.66 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 16:33:02,003 INFO [train.py:927] (7/8) Epoch 11, batch 12650, giga_loss[loss=0.193, simple_loss=0.2754, pruned_loss=0.0553, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2906, pruned_loss=0.06062, over 2472342.77 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05829, over 16939.64 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2882, pruned_loss=0.05549, over 2461666.07 frames. utt_duration=1308 frames, utt_pad_proportion=0.04649, over 7536.02 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2919, pruned_loss=0.06171, over 2473578.56 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06014, over 18107.69 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 16:34:41,873 INFO [train.py:927] (7/8) Epoch 11, batch 12700, giga_loss[loss=0.178, simple_loss=0.2621, pruned_loss=0.04699, over 12119.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03453, over 30.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2905, pruned_loss=0.06035, over 2472344.52 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05459, over 16518.67 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2885, pruned_loss=0.05567, over 2461805.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.04583, over 7533.06 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2913, pruned_loss=0.0612, over 2473490.71 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0567, over 17707.13 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 16:36:19,503 INFO [train.py:927] (7/8) Epoch 11, batch 12750, giga_loss[loss=0.2033, simple_loss=0.2822, pruned_loss=0.06226, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2917, pruned_loss=0.06099, over 2473341.04 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05928, over 16429.79 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2883, pruned_loss=0.05565, over 2462255.26 frames. utt_duration=1314 frames, utt_pad_proportion=0.0448, over 7502.04 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2927, pruned_loss=0.06185, over 2474202.30 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06132, over 17710.35 utterances.], batch size: 40, lr: 3.39e-04
2022-08-27 16:37:59,161 INFO [train.py:927] (7/8) Epoch 11, batch 12800, giga_loss[loss=0.1796, simple_loss=0.2719, pruned_loss=0.04361, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2935, pruned_loss=0.06145, over 2473505.70 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05903, over 16469.37 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2884, pruned_loss=0.05589, over 2462328.65 frames. utt_duration=1315 frames, utt_pad_proportion=0.04443, over 7497.43 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2943, pruned_loss=0.06213, over 2474520.50 frames. utt_duration=557.1 frames, utt_pad_proportion=0.061, over 17815.47 utterances.], batch size: 55, lr: 3.39e-04
2022-08-27 16:39:42,279 INFO [train.py:927] (7/8) Epoch 11, batch 12850, giga_loss[loss=0.2177, simple_loss=0.2981, pruned_loss=0.06865, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03787, over 40.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2936, pruned_loss=0.06164, over 2473624.28 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05597, over 15679.35 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2886, pruned_loss=0.05602, over 2462639.18 frames. utt_duration=1314 frames, utt_pad_proportion=0.04425, over 7507.83 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2941, pruned_loss=0.06213, over 2474301.00 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05799, over 16853.03 utterances.], batch size: 40, lr: 3.39e-04
2022-08-27 16:41:22,943 INFO [train.py:927] (7/8) Epoch 11, batch 12900, giga_loss[loss=0.1885, simple_loss=0.2742, pruned_loss=0.05145, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02705, over 48.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2921, pruned_loss=0.06115, over 2473552.17 frames. utt_duration=635.7 frames, utt_pad_proportion=0.05243, over 15601.94 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2885, pruned_loss=0.05609, over 2462816.29 frames. utt_duration=1316 frames, utt_pad_proportion=0.04395, over 7493.79 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2926, pruned_loss=0.06153, over 2474027.73 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05441, over 16606.84 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 16:43:03,208 INFO [train.py:927] (7/8) Epoch 11, batch 12950, giga_loss[loss=0.2199, simple_loss=0.3056, pruned_loss=0.06712, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2905, pruned_loss=0.06053, over 2473300.06 frames. utt_duration=625.4 frames, utt_pad_proportion=0.05299, over 15857.52 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2887, pruned_loss=0.05622, over 2462390.03 frames. utt_duration=1320 frames, utt_pad_proportion=0.04297, over 7469.26 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2909, pruned_loss=0.06084, over 2474336.02 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05497, over 16894.73 utterances.], batch size: 183, lr: 3.39e-04
2022-08-27 16:44:41,869 INFO [train.py:927] (7/8) Epoch 11, batch 13000, libri_loss[loss=0.1769, simple_loss=0.2529, pruned_loss=0.05039, over 12416.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006475, over 30.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06028, over 2473139.69 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05741, over 16967.92 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.288, pruned_loss=0.05604, over 2462173.15 frames. utt_duration=1325 frames, utt_pad_proportion=0.04242, over 7439.11 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2922, pruned_loss=0.06076, over 2474340.75 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05896, over 17982.90 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 16:46:21,282 INFO [train.py:927] (7/8) Epoch 11, batch 13050, giga_loss[loss=0.2062, simple_loss=0.2984, pruned_loss=0.05701, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2914, pruned_loss=0.06021, over 2473155.27 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05415, over 16940.64 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2881, pruned_loss=0.05617, over 2461765.99 frames. utt_duration=1327 frames, utt_pad_proportion=0.04175, over 7429.43 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2921, pruned_loss=0.06054, over 2474647.70 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05589, over 17919.34 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 16:48:00,073 INFO [train.py:927] (7/8) Epoch 11, batch 13100, giga_loss[loss=0.243, simple_loss=0.3085, pruned_loss=0.08869, over 12408.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09953, over 257.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2904, pruned_loss=0.06134, over 2474503.10 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05266, over 16989.27 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2883, pruned_loss=0.05634, over 2462099.12 frames. utt_duration=1326 frames, utt_pad_proportion=0.04133, over 7434.94 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2908, pruned_loss=0.06152, over 2475548.06 frames. utt_duration=555 frames, utt_pad_proportion=0.05433, over 17890.45 utterances.], batch size: 257, lr: 3.39e-04
2022-08-27 16:49:42,292 INFO [train.py:927] (7/8) Epoch 11, batch 13150, giga_loss[loss=0.1739, simple_loss=0.2549, pruned_loss=0.04645, over 12251.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.0308, over 45.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2883, pruned_loss=0.06089, over 2474714.55 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05407, over 17074.00 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2884, pruned_loss=0.05662, over 2462148.56 frames. utt_duration=1318 frames, utt_pad_proportion=0.04237, over 7482.23 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2885, pruned_loss=0.06091, over 2475914.98 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05512, over 18067.94 utterances.], batch size: 45, lr: 3.39e-04
2022-08-27 16:51:22,857 INFO [train.py:927] (7/8) Epoch 11, batch 13200, giga_loss[loss=0.1859, simple_loss=0.2737, pruned_loss=0.04902, over 12351.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02968, over 91.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2859, pruned_loss=0.06006, over 2474759.07 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05684, over 17449.50 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2889, pruned_loss=0.05687, over 2462353.73 frames. utt_duration=1313 frames, utt_pad_proportion=0.04271, over 7509.98 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2857, pruned_loss=0.05992, over 2475692.39 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05749, over 18328.90 utterances.], batch size: 91, lr: 3.39e-04
2022-08-27 16:53:02,849 INFO [train.py:927] (7/8) Epoch 11, batch 13250, giga_loss[loss=0.156, simple_loss=0.243, pruned_loss=0.03449, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.283, pruned_loss=0.05878, over 2474869.43 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06091, over 17458.77 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2895, pruned_loss=0.05714, over 2462395.95 frames. utt_duration=1300 frames, utt_pad_proportion=0.04691, over 7584.55 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2823, pruned_loss=0.05848, over 2475812.24 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05993, over 18275.70 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:54:44,289 INFO [train.py:927] (7/8) Epoch 11, batch 13300, giga_loss[loss=0.2238, simple_loss=0.3128, pruned_loss=0.06743, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0337, over 42.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2845, pruned_loss=0.05891, over 2474481.18 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05756, over 17454.26 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2898, pruned_loss=0.05734, over 2462592.28 frames. utt_duration=1297 frames, utt_pad_proportion=0.04665, over 7601.78 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2835, pruned_loss=0.05852, over 2475275.73 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05711, over 18266.52 utterances.], batch size: 42, lr: 3.39e-04
2022-08-27 16:56:26,852 INFO [train.py:927] (7/8) Epoch 11, batch 13350, giga_loss[loss=0.2302, simple_loss=0.3168, pruned_loss=0.07183, over 12388.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2876, pruned_loss=0.06032, over 2474391.96 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06177, over 18098.19 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05777, over 2462695.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.05057, over 7656.26 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2866, pruned_loss=0.05968, over 2475217.27 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06011, over 18936.74 utterances.], batch size: 161, lr: 3.39e-04
2022-08-27 16:58:07,537 INFO [train.py:927] (7/8) Epoch 11, batch 13400, giga_loss[loss=0.253, simple_loss=0.3328, pruned_loss=0.08663, over 12400.00 frames. utt_duration=343.7 frames, utt_pad_proportion=0.03738, over 145.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2899, pruned_loss=0.06119, over 2474572.61 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06055, over 17855.01 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.29, pruned_loss=0.05802, over 2462725.67 frames. utt_duration=1291 frames, utt_pad_proportion=0.04966, over 7637.08 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.289, pruned_loss=0.0605, over 2475461.36 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05971, over 18775.22 utterances.], batch size: 145, lr: 3.39e-04
2022-08-27 16:59:53,899 INFO [train.py:927] (7/8) Epoch 11, batch 13450, libri_loss[loss=0.2, simple_loss=0.2836, pruned_loss=0.05815, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006013, over 35.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2948, pruned_loss=0.06424, over 2474588.07 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06172, over 17930.83 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2903, pruned_loss=0.05833, over 2462737.54 frames. utt_duration=1290 frames, utt_pad_proportion=0.04956, over 7647.03 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2938, pruned_loss=0.06353, over 2475570.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06115, over 18893.58 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 17:01:39,188 INFO [train.py:927] (7/8) Epoch 11, batch 13500, libri_loss[loss=0.1932, simple_loss=0.2623, pruned_loss=0.06202, over 12187.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008313, over 30.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3019, pruned_loss=0.06907, over 2474448.36 frames. utt_duration=538.5 frames, utt_pad_proportion=0.0625, over 18431.94 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2903, pruned_loss=0.05849, over 2462701.51 frames. utt_duration=1289 frames, utt_pad_proportion=0.04936, over 7650.20 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3013, pruned_loss=0.06847, over 2475434.92 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06217, over 19329.64 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 17:03:24,914 INFO [train.py:927] (7/8) Epoch 11, batch 13550, libri_loss[loss=0.2288, simple_loss=0.3109, pruned_loss=0.07337, over 12227.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.07109, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07427, over 2473770.82 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06232, over 18492.93 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.291, pruned_loss=0.05905, over 2462731.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05422, over 7751.19 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3086, pruned_loss=0.07369, over 2474869.97 frames. utt_duration=511 frames, utt_pad_proportion=0.06029, over 19428.29 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 17:05:10,557 INFO [train.py:927] (7/8) Epoch 11, batch 13600, giga_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.06134, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3118, pruned_loss=0.07646, over 2472872.90 frames. utt_duration=535.7 frames, utt_pad_proportion=0.0684, over 18516.77 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.0596, over 2462724.82 frames. utt_duration=1260 frames, utt_pad_proportion=0.05708, over 7827.28 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07611, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 17:06:56,126 INFO [train.py:927] (7/8) Epoch 11, batch 13650, giga_loss[loss=0.2482, simple_loss=0.3303, pruned_loss=0.08299, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.0371, over 51.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3163, pruned_loss=0.0808, over 2473772.96 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07443, over 19558.78 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.292, pruned_loss=0.06026, over 2463232.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.05533, over 7796.58 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08059, over 2474804.62 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07265, over 20872.96 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 17:08:46,381 INFO [train.py:927] (7/8) Epoch 11, batch 13700, giga_loss[loss=0.3029, simple_loss=0.363, pruned_loss=0.1214, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07796, over 213.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.321, pruned_loss=0.08496, over 2473110.29 frames. utt_duration=480 frames, utt_pad_proportion=0.07877, over 20670.64 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2916, pruned_loss=0.06006, over 2462738.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05411, over 7763.99 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3222, pruned_loss=0.08558, over 2474665.67 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07776, over 22091.60 utterances.], batch size: 213, lr: 3.39e-04
2022-08-27 17:10:33,985 INFO [train.py:927] (7/8) Epoch 11, batch 13750, libri_loss[loss=0.2457, simple_loss=0.331, pruned_loss=0.08021, over 12374.00 frames. utt_duration=420.9 frames, utt_pad_proportion=0.3361, over 118.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3219, pruned_loss=0.0871, over 2473253.23 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08733, over 21216.29 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2919, pruned_loss=0.06058, over 2463282.58 frames. utt_duration=1259 frames, utt_pad_proportion=0.05795, over 7837.56 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08809, over 2474415.53 frames. utt_duration=436 frames, utt_pad_proportion=0.08512, over 22775.95 utterances.], batch size: 118, lr: 3.39e-04
2022-08-27 17:12:18,694 INFO [train.py:927] (7/8) Epoch 11, batch 13800, giga_loss[loss=0.3076, simple_loss=0.3655, pruned_loss=0.1249, over 12360.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04712, over 146.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3243, pruned_loss=0.08825, over 2472853.23 frames. utt_duration=463.9 frames, utt_pad_proportion=0.08601, over 21391.49 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.06088, over 2463434.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05759, over 7848.90 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3259, pruned_loss=0.08913, over 2473766.28 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08463, over 22790.37 utterances.], batch size: 146, lr: 3.38e-04
2022-08-27 17:14:04,399 INFO [train.py:927] (7/8) Epoch 11, batch 13850, libri_loss[loss=0.2297, simple_loss=0.3183, pruned_loss=0.07053, over 12473.00 frames. utt_duration=757.4 frames, utt_pad_proportion=0.1315, over 66.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3262, pruned_loss=0.08941, over 2473044.71 frames. utt_duration=448 frames, utt_pad_proportion=0.08856, over 22153.97 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2931, pruned_loss=0.0616, over 2463357.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.05786, over 7883.85 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.328, pruned_loss=0.09062, over 2474238.33 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08764, over 23832.07 utterances.], batch size: 66, lr: 3.38e-04
2022-08-27 17:15:55,009 INFO [train.py:927] (7/8) Epoch 11, batch 13900, giga_loss[loss=0.223, simple_loss=0.3104, pruned_loss=0.06782, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02658, over 66.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3232, pruned_loss=0.08619, over 2472671.79 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08586, over 21830.43 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2928, pruned_loss=0.06161, over 2463081.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.0562, over 7844.21 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3261, pruned_loss=0.08809, over 2474218.08 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08618, over 23744.98 utterances.], batch size: 66, lr: 3.38e-04
2022-08-27 17:17:42,789 INFO [train.py:927] (7/8) Epoch 11, batch 13950, giga_loss[loss=0.2515, simple_loss=0.3334, pruned_loss=0.08484, over 12371.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03981, over 145.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3214, pruned_loss=0.08386, over 2473566.63 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08281, over 21678.72 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2936, pruned_loss=0.06205, over 2463435.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.05904, over 7919.44 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.324, pruned_loss=0.08574, over 2474804.44 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08282, over 23611.24 utterances.], batch size: 145, lr: 3.38e-04
2022-08-27 17:19:29,932 INFO [train.py:927] (7/8) Epoch 11, batch 14000, giga_loss[loss=0.2752, simple_loss=0.3478, pruned_loss=0.1014, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08251, over 2474344.05 frames. utt_duration=474 frames, utt_pad_proportion=0.07639, over 20945.45 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2938, pruned_loss=0.06236, over 2464376.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.05733, over 7894.10 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3222, pruned_loss=0.08452, over 2474862.54 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07769, over 23021.54 utterances.], batch size: 146, lr: 3.38e-04
2022-08-27 17:21:18,171 INFO [train.py:927] (7/8) Epoch 11, batch 14050, giga_loss[loss=0.2362, simple_loss=0.3091, pruned_loss=0.08159, over 12137.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03483, over 36.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3197, pruned_loss=0.08273, over 2473996.76 frames. utt_duration=483.4 frames, utt_pad_proportion=0.073, over 20535.01 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.0628, over 2464637.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.06096, over 7955.25 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3222, pruned_loss=0.08441, over 2474392.20 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07343, over 22429.49 utterances.], batch size: 36, lr: 3.38e-04
2022-08-27 17:23:10,636 INFO [train.py:927] (7/8) Epoch 11, batch 14100, giga_loss[loss=0.2225, simple_loss=0.318, pruned_loss=0.0635, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05026, over 161.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3182, pruned_loss=0.07979, over 2474282.89 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0691, over 19805.11 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2939, pruned_loss=0.06274, over 2464865.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06028, over 7941.93 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3213, pruned_loss=0.08179, over 2474699.85 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07012, over 21733.40 utterances.], batch size: 161, lr: 3.38e-04
2022-08-27 17:25:03,881 INFO [train.py:927] (7/8) Epoch 11, batch 14150, giga_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08895, over 12393.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05878, over 182.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3183, pruned_loss=0.0794, over 2474540.87 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06791, over 19525.54 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2936, pruned_loss=0.0627, over 2464867.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.05924, over 7907.70 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3216, pruned_loss=0.08141, over 2475105.34 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06922, over 21360.54 utterances.], batch size: 182, lr: 3.38e-04
2022-08-27 17:26:48,915 INFO [train.py:927] (7/8) Epoch 11, batch 14200, giga_loss[loss=0.2171, simple_loss=0.2957, pruned_loss=0.06926, over 12431.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03736, over 133.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3175, pruned_loss=0.07911, over 2474711.81 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06864, over 19564.85 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.294, pruned_loss=0.06315, over 2464779.33 frames. utt_duration=1248 frames, utt_pad_proportion=0.05809, over 7907.53 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3204, pruned_loss=0.08075, over 2475504.30 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07008, over 21348.85 utterances.], batch size: 133, lr: 3.38e-04
2022-08-27 17:28:35,889 INFO [train.py:927] (7/8) Epoch 11, batch 14250, giga_loss[loss=0.2417, simple_loss=0.3096, pruned_loss=0.08692, over 12141.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03599, over 36.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3158, pruned_loss=0.07923, over 2474155.16 frames. utt_duration=508 frames, utt_pad_proportion=0.06947, over 19535.78 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06326, over 2464836.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.05725, over 7895.49 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3184, pruned_loss=0.08071, over 2474884.19 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07088, over 21160.37 utterances.], batch size: 36, lr: 3.38e-04
2022-08-27 17:30:23,821 INFO [train.py:927] (7/8) Epoch 11, batch 14300, libri_loss[loss=0.2315, simple_loss=0.3061, pruned_loss=0.07842, over 12421.00 frames. utt_duration=766.1 frames, utt_pad_proportion=0.1275, over 65.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3155, pruned_loss=0.0787, over 2473861.10 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07576, over 20217.86 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2941, pruned_loss=0.06346, over 2465141.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.05693, over 7889.03 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3183, pruned_loss=0.08015, over 2474419.42 frames. utt_duration=454 frames, utt_pad_proportion=0.0767, over 21870.31 utterances.], batch size: 65, lr: 3.38e-04
2022-08-27 17:32:11,489 INFO [train.py:927] (7/8) Epoch 11, batch 14350, libri_loss[loss=0.2664, simple_loss=0.3438, pruned_loss=0.09448, over 12451.00 frames. utt_duration=779.5 frames, utt_pad_proportion=0.1152, over 64.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3145, pruned_loss=0.07799, over 2474206.80 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07567, over 19774.05 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06376, over 2465383.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06097, over 7972.06 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3168, pruned_loss=0.07912, over 2474582.78 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07535, over 21224.39 utterances.], batch size: 64, lr: 3.38e-04
2022-08-27 17:33:56,506 INFO [train.py:927] (7/8) Epoch 11, batch 14400, giga_loss[loss=0.2053, simple_loss=0.2836, pruned_loss=0.06357, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07723, over 2473752.47 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06994, over 18920.14 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.294, pruned_loss=0.06386, over 2465010.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.05939, over 7918.16 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3156, pruned_loss=0.07854, over 2474725.99 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07075, over 20551.12 utterances.], batch size: 48, lr: 3.38e-04
2022-08-27 17:35:39,777 INFO [train.py:927] (7/8) Epoch 11, batch 14450, giga_loss[loss=0.2216, simple_loss=0.2939, pruned_loss=0.07465, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03302, over 42.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07745, over 2473634.16 frames. utt_duration=531.9 frames, utt_pad_proportion=0.0689, over 18653.33 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06419, over 2464907.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.05822, over 7894.83 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.314, pruned_loss=0.07858, over 2474753.90 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07018, over 20290.99 utterances.], batch size: 42, lr: 3.38e-04
2022-08-27 17:37:25,217 INFO [train.py:927] (7/8) Epoch 11, batch 14500, giga_loss[loss=0.2191, simple_loss=0.2967, pruned_loss=0.07071, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3104, pruned_loss=0.07753, over 2473468.02 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07134, over 19221.71 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2948, pruned_loss=0.0646, over 2464975.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.05718, over 7882.97 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3124, pruned_loss=0.07844, over 2474538.15 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07258, over 20835.66 utterances.], batch size: 133, lr: 3.38e-04
2022-08-27 17:39:12,004 INFO [train.py:927] (7/8) Epoch 11, batch 14550, libri_loss[loss=0.2225, simple_loss=0.3015, pruned_loss=0.07179, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005591, over 32.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3105, pruned_loss=0.07757, over 2473533.50 frames. utt_duration=506.4 frames, utt_pad_proportion=0.071, over 19594.63 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2941, pruned_loss=0.06434, over 2464626.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.05626, over 7835.40 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07882, over 2474919.30 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07241, over 21197.53 utterances.], batch size: 32, lr: 3.38e-04
2022-08-27 17:40:55,786 INFO [train.py:927] (7/8) Epoch 11, batch 14600, giga_loss[loss=0.233, simple_loss=0.316, pruned_loss=0.07504, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07673, over 2473437.53 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06632, over 19020.19 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2941, pruned_loss=0.06452, over 2464762.48 frames. utt_duration=1262 frames, utt_pad_proportion=0.05484, over 7820.04 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3127, pruned_loss=0.07804, over 2474771.54 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06847, over 20761.99 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:42:44,132 INFO [train.py:927] (7/8) Epoch 11, batch 14650, giga_loss[loss=0.2413, simple_loss=0.3196, pruned_loss=0.08152, over 12350.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3111, pruned_loss=0.07771, over 2474189.92 frames. utt_duration=510 frames, utt_pad_proportion=0.06807, over 19461.94 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2941, pruned_loss=0.06477, over 2465208.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.05469, over 7837.14 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07887, over 2475110.15 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0698, over 21141.30 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 17:44:28,944 INFO [train.py:927] (7/8) Epoch 11, batch 14700, libri_loss[loss=0.2286, simple_loss=0.302, pruned_loss=0.07763, over 12392.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02369, over 43.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3142, pruned_loss=0.08065, over 2474780.94 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07126, over 20358.14 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2943, pruned_loss=0.06501, over 2465546.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05311, over 7818.07 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.08191, over 2475545.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07307, over 22185.33 utterances.], batch size: 43, lr: 3.38e-04
2022-08-27 17:46:10,401 INFO [train.py:927] (7/8) Epoch 11, batch 14750, giga_loss[loss=0.2363, simple_loss=0.3096, pruned_loss=0.0815, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3137, pruned_loss=0.08109, over 2475144.74 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07352, over 20127.04 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2939, pruned_loss=0.06518, over 2465573.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05242, over 7807.46 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.317, pruned_loss=0.0826, over 2476147.47 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07535, over 22141.32 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 17:47:56,675 INFO [train.py:927] (7/8) Epoch 11, batch 14800, giga_loss[loss=0.2072, simple_loss=0.2917, pruned_loss=0.06133, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03692, over 105.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3114, pruned_loss=0.0794, over 2474656.86 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07027, over 19582.44 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2938, pruned_loss=0.06504, over 2465653.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05147, over 7783.56 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3146, pruned_loss=0.08106, over 2475585.41 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07249, over 21478.25 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:49:41,919 INFO [train.py:927] (7/8) Epoch 11, batch 14850, giga_loss[loss=0.2325, simple_loss=0.3064, pruned_loss=0.07926, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3111, pruned_loss=0.07749, over 2473596.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.0714, over 19663.99 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2942, pruned_loss=0.06529, over 2465531.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05579, over 7871.28 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07875, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 3.38e-04
2022-08-27 17:51:30,448 INFO [train.py:927] (7/8) Epoch 11, batch 14900, giga_loss[loss=0.2461, simple_loss=0.3241, pruned_loss=0.08404, over 12324.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0314, over 91.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3087, pruned_loss=0.07628, over 2474555.33 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06824, over 19728.64 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2941, pruned_loss=0.06532, over 2465605.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05539, over 7859.62 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3107, pruned_loss=0.07734, over 2475308.38 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06894, over 21078.79 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 17:53:15,520 INFO [train.py:927] (7/8) Epoch 11, batch 14950, giga_loss[loss=0.2601, simple_loss=0.3322, pruned_loss=0.09402, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03005, over 80.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3097, pruned_loss=0.07738, over 2474822.86 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06733, over 19803.10 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2935, pruned_loss=0.06516, over 2465648.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05435, over 7818.21 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07869, over 2475640.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06842, over 21254.72 utterances.], batch size: 80, lr: 3.38e-04
2022-08-27 17:55:03,169 INFO [train.py:927] (7/8) Epoch 11, batch 15000, giga_loss[loss=0.2497, simple_loss=0.3269, pruned_loss=0.08627, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03233, over 39.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07757, over 2474315.80 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07124, over 20075.57 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2935, pruned_loss=0.06524, over 2466035.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.0545, over 7835.86 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3156, pruned_loss=0.07876, over 2474787.26 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07188, over 21425.28 utterances.], batch size: 39, lr: 3.38e-04
2022-08-27 17:55:03,170 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 17:55:16,635 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.176, simple_loss=0.2861, pruned_loss=0.03291, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 17:56:59,772 INFO [train.py:927] (7/8) Epoch 11, batch 15050, giga_loss[loss=0.2616, simple_loss=0.3475, pruned_loss=0.08782, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3154, pruned_loss=0.07871, over 2474552.02 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06879, over 19869.08 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2936, pruned_loss=0.06549, over 2466174.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05374, over 7841.36 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.318, pruned_loss=0.07984, over 2475082.60 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06988, over 21343.86 utterances.], batch size: 55, lr: 3.38e-04
2022-08-27 17:58:45,555 INFO [train.py:927] (7/8) Epoch 11, batch 15100, giga_loss[loss=0.215, simple_loss=0.3077, pruned_loss=0.06114, over 12368.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03122, over 51.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3155, pruned_loss=0.07926, over 2474548.58 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06539, over 19375.12 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2935, pruned_loss=0.06563, over 2466546.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05294, over 7825.63 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3182, pruned_loss=0.08036, over 2474815.99 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06688, over 20847.50 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 18:00:30,818 INFO [train.py:927] (7/8) Epoch 11, batch 15150, giga_loss[loss=0.2228, simple_loss=0.3082, pruned_loss=0.06867, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02967, over 70.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07891, over 2474468.22 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06163, over 18955.71 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2936, pruned_loss=0.0659, over 2466365.92 frames. utt_duration=1252 frames, utt_pad_proportion=0.05681, over 7890.50 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3168, pruned_loss=0.07973, over 2474949.14 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06193, over 20216.91 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 18:02:14,732 INFO [train.py:927] (7/8) Epoch 11, batch 15200, giga_loss[loss=0.2552, simple_loss=0.3269, pruned_loss=0.09172, over 12415.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04305, over 146.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07963, over 2475202.82 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06192, over 19414.48 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2939, pruned_loss=0.06596, over 2466847.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.05598, over 7863.95 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3162, pruned_loss=0.08045, over 2475306.14 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06245, over 20639.78 utterances.], batch size: 146, lr: 3.38e-04
2022-08-27 18:04:02,217 INFO [train.py:927] (7/8) Epoch 11, batch 15250, giga_loss[loss=0.2278, simple_loss=0.3102, pruned_loss=0.07274, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02672, over 91.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08038, over 2474731.12 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06547, over 19847.20 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.294, pruned_loss=0.06608, over 2466846.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05538, over 7858.03 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.0811, over 2474918.57 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06592, over 20970.49 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 18:05:46,902 INFO [train.py:927] (7/8) Epoch 11, batch 15300, giga_loss[loss=0.2265, simple_loss=0.3066, pruned_loss=0.07326, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03668, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3134, pruned_loss=0.07991, over 2474713.73 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06838, over 19763.24 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2943, pruned_loss=0.0664, over 2466801.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.05501, over 7863.18 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3147, pruned_loss=0.08037, over 2475015.74 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06879, over 20810.69 utterances.], batch size: 113, lr: 3.38e-04
2022-08-27 18:07:30,816 INFO [train.py:927] (7/8) Epoch 11, batch 15350, giga_loss[loss=0.2345, simple_loss=0.315, pruned_loss=0.07706, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03449, over 80.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08071, over 2475072.01 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07092, over 20104.11 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2943, pruned_loss=0.06656, over 2466973.44 frames. utt_duration=1260 frames, utt_pad_proportion=0.05381, over 7840.46 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3164, pruned_loss=0.08133, over 2475381.49 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07167, over 21298.70 utterances.], batch size: 80, lr: 3.38e-04
2022-08-27 18:09:11,002 INFO [train.py:927] (7/8) Epoch 11, batch 15400, giga_loss[loss=0.3027, simple_loss=0.3535, pruned_loss=0.1259, over 12372.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.08069, over 2475489.16 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07076, over 19725.12 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.295, pruned_loss=0.06715, over 2467508.83 frames. utt_duration=1244 frames, utt_pad_proportion=0.05792, over 7943.30 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.08135, over 2475665.10 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07038, over 21212.40 utterances.], batch size: 256, lr: 3.38e-04
2022-08-27 18:10:52,069 INFO [train.py:927] (7/8) Epoch 11, batch 15450, giga_loss[loss=0.3628, simple_loss=0.3976, pruned_loss=0.164, over 12366.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3174, pruned_loss=0.08097, over 2474769.63 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07475, over 20420.59 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2952, pruned_loss=0.06732, over 2467637.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.05672, over 7927.07 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3191, pruned_loss=0.08171, over 2475004.05 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07478, over 21960.58 utterances.], batch size: 257, lr: 3.37e-04
2022-08-27 18:12:33,765 INFO [train.py:927] (7/8) Epoch 11, batch 15500, giga_loss[loss=0.241, simple_loss=0.3301, pruned_loss=0.076, over 12384.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3199, pruned_loss=0.08278, over 2473315.74 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07505, over 20644.07 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.295, pruned_loss=0.06725, over 2467205.51 frames. utt_duration=1247 frames, utt_pad_proportion=0.05628, over 7921.01 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3221, pruned_loss=0.08383, over 2474078.27 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07541, over 22233.37 utterances.], batch size: 97, lr: 3.37e-04
2022-08-27 18:14:18,510 INFO [train.py:927] (7/8) Epoch 11, batch 15550, giga_loss[loss=0.2231, simple_loss=0.3035, pruned_loss=0.07134, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03871, over 40.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3204, pruned_loss=0.08372, over 2474595.56 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07444, over 20984.85 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2949, pruned_loss=0.0672, over 2467362.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.05582, over 7893.32 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3226, pruned_loss=0.08481, over 2475157.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07496, over 22433.36 utterances.], batch size: 40, lr: 3.37e-04
2022-08-27 18:15:58,456 INFO [train.py:927] (7/8) Epoch 11, batch 15600, giga_loss[loss=0.2056, simple_loss=0.2986, pruned_loss=0.05637, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03099, over 42.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3194, pruned_loss=0.08285, over 2474797.97 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0757, over 21571.23 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2952, pruned_loss=0.06759, over 2467737.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.0597, over 7945.97 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3216, pruned_loss=0.08383, over 2475114.07 frames. utt_duration=431 frames, utt_pad_proportion=0.07503, over 23051.27 utterances.], batch size: 42, lr: 3.37e-04
2022-08-27 18:17:45,103 INFO [train.py:927] (7/8) Epoch 11, batch 15650, libri_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.05584, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005112, over 34.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3195, pruned_loss=0.08205, over 2474054.40 frames. utt_duration=462 frames, utt_pad_proportion=0.07563, over 21488.48 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2947, pruned_loss=0.06741, over 2467983.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.0582, over 7894.70 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3225, pruned_loss=0.08346, over 2474301.73 frames. utt_duration=429 frames, utt_pad_proportion=0.07572, over 23152.33 utterances.], batch size: 34, lr: 3.37e-04
2022-08-27 18:19:27,985 INFO [train.py:927] (7/8) Epoch 11, batch 15700, giga_loss[loss=0.2359, simple_loss=0.3169, pruned_loss=0.0775, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3198, pruned_loss=0.0821, over 2474598.34 frames. utt_duration=464 frames, utt_pad_proportion=0.07559, over 21402.72 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2946, pruned_loss=0.06732, over 2467955.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.05856, over 7910.80 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3225, pruned_loss=0.0834, over 2474863.75 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07562, over 22810.54 utterances.], batch size: 97, lr: 3.37e-04
2022-08-27 18:21:11,646 INFO [train.py:927] (7/8) Epoch 11, batch 15750, giga_loss[loss=0.2358, simple_loss=0.3171, pruned_loss=0.07726, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03063, over 80.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3178, pruned_loss=0.08128, over 2475053.68 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07198, over 20617.78 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2945, pruned_loss=0.06736, over 2468425.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.0578, over 7906.88 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3205, pruned_loss=0.08261, over 2474988.26 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07259, over 22034.20 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:22:54,257 INFO [train.py:927] (7/8) Epoch 11, batch 15800, giga_loss[loss=0.2389, simple_loss=0.312, pruned_loss=0.08292, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3157, pruned_loss=0.08095, over 2475586.47 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07266, over 20872.96 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.0671, over 2468405.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.05761, over 7898.06 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08255, over 2475725.15 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07328, over 22295.13 utterances.], batch size: 133, lr: 3.37e-04
2022-08-27 18:24:32,565 INFO [train.py:927] (7/8) Epoch 11, batch 15850, libri_loss[loss=0.2464, simple_loss=0.3254, pruned_loss=0.0837, over 12420.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03678, over 46.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3155, pruned_loss=0.08131, over 2475202.94 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07842, over 21395.57 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2943, pruned_loss=0.067, over 2468248.92 frames. utt_duration=1254 frames, utt_pad_proportion=0.05701, over 7883.43 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3184, pruned_loss=0.08307, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 46, lr: 3.37e-04
2022-08-27 18:26:12,362 INFO [train.py:927] (7/8) Epoch 11, batch 15900, giga_loss[loss=0.2163, simple_loss=0.2936, pruned_loss=0.06947, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2087, over 371.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07855, over 2474875.12 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08334, over 22091.12 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2944, pruned_loss=0.06699, over 2468301.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05661, over 7870.61 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08008, over 2475212.08 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08363, over 23421.27 utterances.], batch size: 371, lr: 3.37e-04
2022-08-27 18:27:58,579 INFO [train.py:927] (7/8) Epoch 11, batch 15950, giga_loss[loss=0.2472, simple_loss=0.324, pruned_loss=0.08524, over 12378.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03347, over 80.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3102, pruned_loss=0.07714, over 2475494.85 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0791, over 21459.18 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2942, pruned_loss=0.06689, over 2468503.69 frames. utt_duration=1260 frames, utt_pad_proportion=0.05541, over 7847.60 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.07876, over 2475780.46 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08019, over 22940.20 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:29:42,089 INFO [train.py:927] (7/8) Epoch 11, batch 16000, giga_loss[loss=0.227, simple_loss=0.3118, pruned_loss=0.0711, over 12299.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03763, over 51.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3094, pruned_loss=0.07708, over 2475743.97 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07545, over 21104.26 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06706, over 2468556.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.0545, over 7856.10 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3116, pruned_loss=0.07849, over 2476111.94 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07703, over 22648.95 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 18:31:22,743 INFO [train.py:927] (7/8) Epoch 11, batch 16050, giga_loss[loss=0.233, simple_loss=0.3096, pruned_loss=0.07825, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3113, pruned_loss=0.07794, over 2474933.16 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07389, over 20923.86 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2945, pruned_loss=0.06715, over 2468180.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.05359, over 7826.81 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07922, over 2475709.95 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07568, over 22475.29 utterances.], batch size: 91, lr: 3.37e-04
2022-08-27 18:33:05,687 INFO [train.py:927] (7/8) Epoch 11, batch 16100, giga_loss[loss=0.2, simple_loss=0.2781, pruned_loss=0.06093, over 12380.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04124, over 40.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3115, pruned_loss=0.07839, over 2475322.07 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07126, over 21013.49 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2945, pruned_loss=0.06734, over 2467937.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05317, over 7816.21 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07944, over 2476300.25 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07308, over 22492.51 utterances.], batch size: 40, lr: 3.37e-04
2022-08-27 18:34:58,560 INFO [train.py:927] (7/8) Epoch 11, batch 16150, libri_loss[loss=0.1877, simple_loss=0.2708, pruned_loss=0.05227, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006011, over 34.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07895, over 2475267.73 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0692, over 20487.49 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2955, pruned_loss=0.06754, over 2468516.32 frames. utt_duration=1268 frames, utt_pad_proportion=0.05194, over 7795.83 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.315, pruned_loss=0.08, over 2475756.98 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0714, over 22123.38 utterances.], batch size: 34, lr: 3.37e-04
2022-08-27 18:36:44,814 INFO [train.py:927] (7/8) Epoch 11, batch 16200, giga_loss[loss=0.2237, simple_loss=0.309, pruned_loss=0.06922, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3153, pruned_loss=0.07973, over 2475302.26 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07173, over 20569.04 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2953, pruned_loss=0.0674, over 2468369.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05101, over 7773.29 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3169, pruned_loss=0.08098, over 2475976.48 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07375, over 22190.50 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:38:35,534 INFO [train.py:927] (7/8) Epoch 11, batch 16250, giga_loss[loss=0.2231, simple_loss=0.3127, pruned_loss=0.06676, over 12341.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03374, over 97.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3155, pruned_loss=0.07985, over 2475074.76 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07533, over 20891.05 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2954, pruned_loss=0.06753, over 2468181.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05137, over 7784.64 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.317, pruned_loss=0.08087, over 2475889.45 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07671, over 22335.08 utterances.], batch size: 97, lr: 3.37e-04
2022-08-27 18:40:20,169 INFO [train.py:927] (7/8) Epoch 11, batch 16300, giga_loss[loss=0.1868, simple_loss=0.2675, pruned_loss=0.05307, over 12398.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04018, over 40.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3162, pruned_loss=0.07987, over 2475379.11 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07526, over 20957.57 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2962, pruned_loss=0.06803, over 2468177.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.05981, over 7953.12 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3173, pruned_loss=0.08055, over 2476251.22 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07399, over 22307.52 utterances.], batch size: 40, lr: 3.37e-04
2022-08-27 18:42:07,920 INFO [train.py:927] (7/8) Epoch 11, batch 16350, giga_loss[loss=0.2065, simple_loss=0.2968, pruned_loss=0.05808, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07987, over 2475753.99 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07426, over 21039.29 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2963, pruned_loss=0.06825, over 2467992.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.05955, over 7970.44 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3164, pruned_loss=0.08047, over 2476765.26 frames. utt_duration=444 frames, utt_pad_proportion=0.07349, over 22387.26 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:43:51,642 INFO [train.py:927] (7/8) Epoch 11, batch 16400, giga_loss[loss=0.2277, simple_loss=0.3018, pruned_loss=0.07679, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0308, over 80.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3141, pruned_loss=0.08046, over 2475312.47 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08318, over 21705.68 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2963, pruned_loss=0.06834, over 2468001.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05802, over 7926.23 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3156, pruned_loss=0.08122, over 2476324.40 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08267, over 23233.59 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:45:38,397 INFO [train.py:927] (7/8) Epoch 11, batch 16450, giga_loss[loss=0.2237, simple_loss=0.3097, pruned_loss=0.06887, over 12355.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3132, pruned_loss=0.08045, over 2474632.15 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08592, over 22089.51 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2961, pruned_loss=0.06832, over 2467924.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05738, over 7908.43 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3148, pruned_loss=0.08124, over 2475578.78 frames. utt_duration=423 frames, utt_pad_proportion=0.08566, over 23492.98 utterances.], batch size: 45, lr: 3.37e-04
2022-08-27 18:47:23,081 INFO [train.py:927] (7/8) Epoch 11, batch 16500, giga_loss[loss=0.2627, simple_loss=0.333, pruned_loss=0.09616, over 12359.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03421, over 122.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3145, pruned_loss=0.08141, over 2474890.55 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08087, over 21633.15 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.296, pruned_loss=0.06818, over 2468107.96 frames. utt_duration=1254 frames, utt_pad_proportion=0.05682, over 7884.01 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08242, over 2475627.66 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08129, over 23080.88 utterances.], batch size: 122, lr: 3.37e-04
2022-08-27 18:49:08,068 INFO [train.py:927] (7/8) Epoch 11, batch 16550, giga_loss[loss=0.2939, simple_loss=0.3497, pruned_loss=0.119, over 12372.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07087, over 211.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3142, pruned_loss=0.08196, over 2475509.99 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08044, over 21744.54 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2954, pruned_loss=0.06809, over 2468460.64 frames. utt_duration=1253 frames, utt_pad_proportion=0.05671, over 7891.38 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3166, pruned_loss=0.08321, over 2475977.87 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08108, over 23262.30 utterances.], batch size: 211, lr: 3.37e-04
2022-08-27 18:50:52,446 INFO [train.py:927] (7/8) Epoch 11, batch 16600, giga_loss[loss=0.2374, simple_loss=0.3191, pruned_loss=0.07787, over 12326.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02803, over 74.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3144, pruned_loss=0.08213, over 2475012.31 frames. utt_duration=455.1 frames, utt_pad_proportion=0.0817, over 21824.19 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2957, pruned_loss=0.06825, over 2468563.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.05648, over 7918.46 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3164, pruned_loss=0.08323, over 2475412.23 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08238, over 23263.53 utterances.], batch size: 74, lr: 3.37e-04
2022-08-27 18:52:38,418 INFO [train.py:927] (7/8) Epoch 11, batch 16650, giga_loss[loss=0.2352, simple_loss=0.3052, pruned_loss=0.08256, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03076, over 39.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3164, pruned_loss=0.08372, over 2475158.47 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08451, over 22008.45 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2961, pruned_loss=0.06858, over 2468861.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.05976, over 7974.98 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3182, pruned_loss=0.08466, over 2475379.45 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08408, over 23475.41 utterances.], batch size: 39, lr: 3.37e-04
2022-08-27 18:54:20,687 INFO [train.py:927] (7/8) Epoch 11, batch 16700, libri_loss[loss=0.2598, simple_loss=0.3374, pruned_loss=0.09115, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008134, over 37.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3188, pruned_loss=0.08562, over 2475134.77 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08613, over 22065.80 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2972, pruned_loss=0.06919, over 2469105.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.07194, over 8224.45 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08639, over 2475329.44 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23537.91 utterances.], batch size: 37, lr: 3.37e-04
2022-08-27 18:56:01,951 INFO [train.py:927] (7/8) Epoch 11, batch 16750, giga_loss[loss=0.2255, simple_loss=0.3124, pruned_loss=0.06935, over 12415.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05254, over 162.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3176, pruned_loss=0.08382, over 2473820.70 frames. utt_duration=483.1 frames, utt_pad_proportion=0.08443, over 20543.90 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2971, pruned_loss=0.0692, over 2468421.16 frames. utt_duration=1184 frames, utt_pad_proportion=0.07894, over 8351.02 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3196, pruned_loss=0.08516, over 2474857.12 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0787, over 22226.96 utterances.], batch size: 162, lr: 3.37e-04
2022-08-27 18:57:46,001 INFO [train.py:927] (7/8) Epoch 11, batch 16800, giga_loss[loss=0.2577, simple_loss=0.3277, pruned_loss=0.0939, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.318, pruned_loss=0.08358, over 2473433.45 frames. utt_duration=470 frames, utt_pad_proportion=0.08644, over 21115.24 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2967, pruned_loss=0.06902, over 2468049.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07693, over 8306.37 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3206, pruned_loss=0.0853, over 2474775.98 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08259, over 22919.99 utterances.], batch size: 183, lr: 3.37e-04
2022-08-27 18:59:29,384 INFO [train.py:927] (7/8) Epoch 11, batch 16850, giga_loss[loss=0.2273, simple_loss=0.3109, pruned_loss=0.07181, over 12396.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3164, pruned_loss=0.08234, over 2473070.43 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08438, over 21081.96 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.06898, over 2468209.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.07564, over 8267.17 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08404, over 2474123.35 frames. utt_duration=435 frames, utt_pad_proportion=0.08188, over 22825.89 utterances.], batch size: 161, lr: 3.37e-04
2022-08-27 19:01:13,300 INFO [train.py:927] (7/8) Epoch 11, batch 16900, giga_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07734, over 12389.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.0296, over 51.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08239, over 2473082.12 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08311, over 21461.07 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2964, pruned_loss=0.06892, over 2468237.01 frames. utt_duration=1201 frames, utt_pad_proportion=0.07424, over 8233.86 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08411, over 2473993.65 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08177, over 23182.89 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 19:02:57,783 INFO [train.py:927] (7/8) Epoch 11, batch 16950, libri_loss[loss=0.2484, simple_loss=0.3192, pruned_loss=0.08879, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007915, over 37.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.317, pruned_loss=0.0831, over 2473662.53 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07816, over 21324.20 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2964, pruned_loss=0.0689, over 2468109.54 frames. utt_duration=1200 frames, utt_pad_proportion=0.07348, over 8234.18 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08503, over 2474703.60 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07779, over 23214.96 utterances.], batch size: 37, lr: 3.37e-04
2022-08-27 19:04:42,214 INFO [train.py:927] (7/8) Epoch 11, batch 17000, giga_loss[loss=0.2362, simple_loss=0.3212, pruned_loss=0.07565, over 12379.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.0835, over 2473856.49 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07604, over 21321.97 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2962, pruned_loss=0.069, over 2468353.33 frames. utt_duration=1205 frames, utt_pad_proportion=0.07214, over 8206.71 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08525, over 2474608.86 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07636, over 23138.79 utterances.], batch size: 97, lr: 3.37e-04
2022-08-27 19:06:28,250 INFO [train.py:927] (7/8) Epoch 11, batch 17050, giga_loss[loss=0.2491, simple_loss=0.327, pruned_loss=0.08561, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04094, over 113.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3178, pruned_loss=0.08403, over 2473249.80 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08345, over 22322.27 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2958, pruned_loss=0.06874, over 2468055.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.07081, over 8177.69 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3211, pruned_loss=0.08608, over 2474275.71 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08366, over 24174.94 utterances.], batch size: 113, lr: 3.37e-04
2022-08-27 19:08:07,040 INFO [train.py:927] (7/8) Epoch 11, batch 17100, giga_loss[loss=0.2305, simple_loss=0.3149, pruned_loss=0.07305, over 12286.00 frames. utt_duration=794 frames, utt_pad_proportion=0.03876, over 62.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08281, over 2473515.34 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08176, over 21591.49 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2963, pruned_loss=0.06898, over 2468163.93 frames. utt_duration=1206 frames, utt_pad_proportion=0.07069, over 8199.68 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08469, over 2474389.04 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08219, over 23497.48 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 19:09:48,529 INFO [train.py:927] (7/8) Epoch 11, batch 17150, libri_loss[loss=0.2016, simple_loss=0.2751, pruned_loss=0.06402, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01078, over 28.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3164, pruned_loss=0.08257, over 2473260.48 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08263, over 21625.76 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06911, over 2468002.78 frames. utt_duration=1198 frames, utt_pad_proportion=0.07383, over 8251.13 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08426, over 2474212.86 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08207, over 23403.81 utterances.], batch size: 28, lr: 3.36e-04
2022-08-27 19:11:30,475 INFO [train.py:927] (7/8) Epoch 11, batch 17200, giga_loss[loss=0.2055, simple_loss=0.284, pruned_loss=0.06347, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03834, over 40.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3146, pruned_loss=0.08197, over 2472957.19 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0816, over 21776.81 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06912, over 2468112.50 frames. utt_duration=1200 frames, utt_pad_proportion=0.07298, over 8234.44 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.317, pruned_loss=0.08348, over 2473681.94 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08152, over 23365.66 utterances.], batch size: 40, lr: 3.36e-04
2022-08-27 19:13:14,457 INFO [train.py:927] (7/8) Epoch 11, batch 17250, giga_loss[loss=0.2342, simple_loss=0.3092, pruned_loss=0.07961, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.312, pruned_loss=0.08106, over 2473734.45 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08196, over 21456.79 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2963, pruned_loss=0.06928, over 2468211.86 frames. utt_duration=1201 frames, utt_pad_proportion=0.07234, over 8227.96 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3144, pruned_loss=0.08244, over 2474367.98 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08214, over 23088.67 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:14:58,463 INFO [train.py:927] (7/8) Epoch 11, batch 17300, giga_loss[loss=0.2488, simple_loss=0.3263, pruned_loss=0.08565, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02723, over 48.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3117, pruned_loss=0.08044, over 2473853.40 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07656, over 20871.68 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2963, pruned_loss=0.0693, over 2468407.05 frames. utt_duration=1206 frames, utt_pad_proportion=0.07112, over 8197.76 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3139, pruned_loss=0.08177, over 2474303.49 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0775, over 22489.08 utterances.], batch size: 48, lr: 3.36e-04
2022-08-27 19:16:42,365 INFO [train.py:927] (7/8) Epoch 11, batch 17350, giga_loss[loss=0.2186, simple_loss=0.3085, pruned_loss=0.06439, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3097, pruned_loss=0.07712, over 2473948.57 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07637, over 21646.73 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2958, pruned_loss=0.06911, over 2468519.36 frames. utt_duration=1212 frames, utt_pad_proportion=0.06958, over 8156.35 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3122, pruned_loss=0.07861, over 2474344.26 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07762, over 23302.51 utterances.], batch size: 91, lr: 3.36e-04
2022-08-27 19:18:24,607 INFO [train.py:927] (7/8) Epoch 11, batch 17400, giga_loss[loss=0.1918, simple_loss=0.2881, pruned_loss=0.04778, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07397, over 2475298.34 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07043, over 22111.70 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2959, pruned_loss=0.06926, over 2468545.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.06881, over 8142.10 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3102, pruned_loss=0.07508, over 2475674.42 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07201, over 23617.76 utterances.], batch size: 146, lr: 3.36e-04
2022-08-27 19:20:04,479 INFO [train.py:927] (7/8) Epoch 11, batch 17450, giga_loss[loss=0.2285, simple_loss=0.3251, pruned_loss=0.06596, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03864, over 105.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3066, pruned_loss=0.07079, over 2476202.82 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06919, over 22669.46 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2959, pruned_loss=0.06922, over 2468881.18 frames. utt_duration=1218 frames, utt_pad_proportion=0.06804, over 8121.10 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3085, pruned_loss=0.07175, over 2476297.94 frames. utt_duration=413 frames, utt_pad_proportion=0.07074, over 24069.30 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:21:47,567 INFO [train.py:927] (7/8) Epoch 11, batch 17500, giga_loss[loss=0.1829, simple_loss=0.2815, pruned_loss=0.0421, over 12445.00 frames. utt_duration=804.4 frames, utt_pad_proportion=0.02615, over 62.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3063, pruned_loss=0.07015, over 2476454.49 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07179, over 23811.82 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2952, pruned_loss=0.06896, over 2468940.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.06735, over 8088.95 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3085, pruned_loss=0.07115, over 2476606.52 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07303, over 25200.60 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 19:23:27,645 INFO [train.py:927] (7/8) Epoch 11, batch 17550, giga_loss[loss=0.2218, simple_loss=0.3056, pruned_loss=0.06899, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03264, over 105.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3034, pruned_loss=0.06792, over 2477126.62 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06876, over 24056.28 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2948, pruned_loss=0.06885, over 2468858.68 frames. utt_duration=1225 frames, utt_pad_proportion=0.06673, over 8072.68 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3056, pruned_loss=0.06882, over 2477423.58 frames. utt_duration=391.8 frames, utt_pad_proportion=0.07007, over 25388.61 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:25:10,948 INFO [train.py:927] (7/8) Epoch 11, batch 17600, giga_loss[loss=0.2111, simple_loss=0.3, pruned_loss=0.06107, over 12466.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3027, pruned_loss=0.06686, over 2477190.04 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07325, over 24899.99 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2953, pruned_loss=0.06916, over 2468801.29 frames. utt_duration=1213 frames, utt_pad_proportion=0.07122, over 8150.98 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3041, pruned_loss=0.06727, over 2477546.06 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07277, over 26016.86 utterances.], batch size: 98, lr: 3.36e-04
2022-08-27 19:26:50,297 INFO [train.py:927] (7/8) Epoch 11, batch 17650, giga_loss[loss=0.1992, simple_loss=0.2865, pruned_loss=0.0559, over 12429.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0544, over 162.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06442, over 2477085.75 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07414, over 25211.76 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2949, pruned_loss=0.06892, over 2468607.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06996, over 8086.28 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3011, pruned_loss=0.06487, over 2477772.71 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07409, over 26622.41 utterances.], batch size: 162, lr: 3.36e-04
2022-08-27 19:28:34,204 INFO [train.py:927] (7/8) Epoch 11, batch 17700, giga_loss[loss=0.2074, simple_loss=0.2928, pruned_loss=0.06096, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04108, over 133.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2958, pruned_loss=0.06255, over 2476856.78 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07305, over 24638.28 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.294, pruned_loss=0.06854, over 2468848.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06849, over 8034.38 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.298, pruned_loss=0.0631, over 2477412.41 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07349, over 26242.92 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:30:19,877 INFO [train.py:927] (7/8) Epoch 11, batch 17750, giga_loss[loss=0.1934, simple_loss=0.2891, pruned_loss=0.04885, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2944, pruned_loss=0.06187, over 2476527.17 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07505, over 24941.77 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2939, pruned_loss=0.06852, over 2468736.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.0714, over 8072.65 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2963, pruned_loss=0.06215, over 2477295.76 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07454, over 26655.34 utterances.], batch size: 58, lr: 3.36e-04
2022-08-27 19:32:14,945 INFO [train.py:927] (7/8) Epoch 11, batch 17800, giga_loss[loss=0.2258, simple_loss=0.3066, pruned_loss=0.07255, over 12370.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2961, pruned_loss=0.06211, over 2477152.61 frames. utt_duration=397 frames, utt_pad_proportion=0.07594, over 25048.17 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2937, pruned_loss=0.06848, over 2468957.40 frames. utt_duration=1225 frames, utt_pad_proportion=0.07087, over 8074.48 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2979, pruned_loss=0.06216, over 2477846.66 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07569, over 26974.90 utterances.], batch size: 257, lr: 3.36e-04
2022-08-27 19:34:18,074 INFO [train.py:927] (7/8) Epoch 11, batch 17850, giga_loss[loss=0.1909, simple_loss=0.2732, pruned_loss=0.05431, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2956, pruned_loss=0.0618, over 2476678.51 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07386, over 24234.44 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2943, pruned_loss=0.06886, over 2468850.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.07004, over 8105.90 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.0613, over 2477581.52 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07408, over 26275.40 utterances.], batch size: 37, lr: 3.36e-04
2022-08-27 19:36:13,753 INFO [train.py:927] (7/8) Epoch 11, batch 17900, giga_loss[loss=0.1915, simple_loss=0.2842, pruned_loss=0.04945, over 12372.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03668, over 113.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06027, over 2477326.87 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07537, over 24768.08 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2951, pruned_loss=0.06905, over 2469323.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06826, over 8113.22 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05947, over 2477905.81 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07593, over 26964.18 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:38:21,365 INFO [train.py:927] (7/8) Epoch 11, batch 17950, giga_loss[loss=0.1967, simple_loss=0.2926, pruned_loss=0.05038, over 12438.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04382, over 161.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2916, pruned_loss=0.0591, over 2476829.82 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07505, over 24492.98 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2952, pruned_loss=0.06915, over 2468839.17 frames. utt_duration=1210 frames, utt_pad_proportion=0.07153, over 8170.58 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05807, over 2477996.29 frames. utt_duration=372 frames, utt_pad_proportion=0.07477, over 26737.54 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 19:40:15,347 INFO [train.py:927] (7/8) Epoch 11, batch 18000, giga_loss[loss=0.198, simple_loss=0.2887, pruned_loss=0.05359, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2911, pruned_loss=0.05867, over 2477311.41 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07274, over 24575.22 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2952, pruned_loss=0.06916, over 2468925.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07509, over 8252.83 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05768, over 2478305.64 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07182, over 26566.69 utterances.], batch size: 55, lr: 3.36e-04
2022-08-27 19:40:15,348 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 19:40:29,123 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1774, simple_loss=0.2875, pruned_loss=0.03365, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 19:42:34,966 INFO [train.py:927] (7/8) Epoch 11, batch 18050, giga_loss[loss=0.1781, simple_loss=0.279, pruned_loss=0.03863, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03717, over 133.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05843, over 2477049.67 frames. utt_duration=412.5 frames, utt_pad_proportion=0.0704, over 24095.09 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2953, pruned_loss=0.06914, over 2468561.13 frames. utt_duration=1203 frames, utt_pad_proportion=0.07339, over 8221.67 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05735, over 2478406.25 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07029, over 26160.70 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:44:41,491 INFO [train.py:927] (7/8) Epoch 11, batch 18100, giga_loss[loss=0.1816, simple_loss=0.2776, pruned_loss=0.04284, over 12340.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.05742, over 2476835.05 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06695, over 23745.59 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2958, pruned_loss=0.06925, over 2468474.16 frames. utt_duration=1205 frames, utt_pad_proportion=0.07258, over 8205.38 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05633, over 2478102.84 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06732, over 25601.58 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 19:46:47,850 INFO [train.py:927] (7/8) Epoch 11, batch 18150, giga_loss[loss=0.2135, simple_loss=0.31, pruned_loss=0.05847, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2941, pruned_loss=0.05683, over 2477279.95 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06862, over 24919.52 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2958, pruned_loss=0.06925, over 2468474.16 frames. utt_duration=1205 frames, utt_pad_proportion=0.07258, over 8205.38 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2935, pruned_loss=0.05598, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:48:52,874 INFO [train.py:927] (7/8) Epoch 11, batch 18200, giga_loss[loss=0.1714, simple_loss=0.2693, pruned_loss=0.03679, over 12457.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.02761, over 55.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2946, pruned_loss=0.05541, over 2477452.09 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06476, over 24055.93 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2956, pruned_loss=0.06915, over 2468225.65 frames. utt_duration=1206 frames, utt_pad_proportion=0.07202, over 8195.45 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2943, pruned_loss=0.05467, over 2478540.35 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06525, over 25409.50 utterances.], batch size: 55, lr: 3.36e-04
2022-08-27 19:50:58,582 INFO [train.py:927] (7/8) Epoch 11, batch 18250, giga_loss[loss=0.1892, simple_loss=0.2755, pruned_loss=0.05148, over 12368.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2939, pruned_loss=0.0553, over 2477287.20 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06274, over 23741.55 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2954, pruned_loss=0.06911, over 2468167.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07072, over 8155.88 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2938, pruned_loss=0.05443, over 2478401.93 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06356, over 25205.74 utterances.], batch size: 91, lr: 3.36e-04
2022-08-27 19:53:25,181 INFO [train.py:927] (7/8) Epoch 11, batch 18300, giga_loss[loss=0.1752, simple_loss=0.2723, pruned_loss=0.03903, over 12435.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2934, pruned_loss=0.05628, over 2477149.59 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06266, over 23186.55 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2947, pruned_loss=0.06893, over 2467935.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.0694, over 8093.97 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2939, pruned_loss=0.05541, over 2478497.77 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06367, over 24836.24 utterances.], batch size: 75, lr: 3.36e-04
2022-08-27 19:55:31,226 INFO [train.py:927] (7/8) Epoch 11, batch 18350, giga_loss[loss=0.177, simple_loss=0.274, pruned_loss=0.04003, over 12320.00 frames. utt_duration=704.9 frames, utt_pad_proportion=0.03306, over 70.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2902, pruned_loss=0.05491, over 2477445.10 frames. utt_duration=435.4 frames, utt_pad_proportion=0.05963, over 22823.04 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2943, pruned_loss=0.06866, over 2467996.89 frames. utt_duration=1227 frames, utt_pad_proportion=0.06817, over 8054.03 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2909, pruned_loss=0.05415, over 2478701.71 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06095, over 24522.89 utterances.], batch size: 70, lr: 3.36e-04
2022-08-27 19:57:37,610 INFO [train.py:927] (7/8) Epoch 11, batch 18400, giga_loss[loss=0.2233, simple_loss=0.3192, pruned_loss=0.06365, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03371, over 75.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2896, pruned_loss=0.05518, over 2477132.01 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06124, over 23144.25 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2939, pruned_loss=0.06845, over 2467867.56 frames. utt_duration=1232 frames, utt_pad_proportion=0.06724, over 8021.11 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2905, pruned_loss=0.05453, over 2478417.15 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06241, over 24785.82 utterances.], batch size: 75, lr: 3.36e-04
2022-08-27 19:59:39,722 INFO [train.py:927] (7/8) Epoch 11, batch 18450, giga_loss[loss=0.2024, simple_loss=0.2935, pruned_loss=0.05564, over 12370.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.29, pruned_loss=0.05574, over 2477005.19 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06078, over 23048.04 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2936, pruned_loss=0.06815, over 2467807.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06585, over 7990.81 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2909, pruned_loss=0.0551, over 2478391.00 frames. utt_duration=400 frames, utt_pad_proportion=0.06209, over 24858.59 utterances.], batch size: 146, lr: 3.36e-04
2022-08-27 20:01:42,373 INFO [train.py:927] (7/8) Epoch 11, batch 18500, giga_loss[loss=0.2175, simple_loss=0.301, pruned_loss=0.06698, over 12398.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.0323, over 80.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2904, pruned_loss=0.05693, over 2477057.79 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06458, over 23249.72 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2941, pruned_loss=0.06853, over 2468120.24 frames. utt_duration=1223 frames, utt_pad_proportion=0.06986, over 8081.59 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05581, over 2478083.25 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06412, over 24938.86 utterances.], batch size: 80, lr: 3.36e-04
2022-08-27 20:03:56,452 INFO [train.py:927] (7/8) Epoch 11, batch 18550, giga_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05528, over 12370.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02714, over 91.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.057, over 2477035.37 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06259, over 22758.54 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2943, pruned_loss=0.0687, over 2468062.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06883, over 8052.15 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2922, pruned_loss=0.05577, over 2478043.49 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06262, over 24380.08 utterances.], batch size: 91, lr: 3.36e-04
2022-08-27 20:06:09,453 INFO [train.py:927] (7/8) Epoch 11, batch 18600, giga_loss[loss=0.1886, simple_loss=0.2721, pruned_loss=0.05252, over 12394.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05647, over 2477761.33 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06322, over 23388.65 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.294, pruned_loss=0.06858, over 2467964.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06786, over 8018.34 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.29, pruned_loss=0.05539, over 2478808.15 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06348, over 24977.90 utterances.], batch size: 146, lr: 3.36e-04
2022-08-27 20:08:05,927 INFO [train.py:927] (7/8) Epoch 11, batch 18650, giga_loss[loss=0.1628, simple_loss=0.2464, pruned_loss=0.03959, over 12398.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05415, over 181.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2863, pruned_loss=0.05599, over 2477906.89 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06625, over 23450.08 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2943, pruned_loss=0.0689, over 2468191.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06948, over 8049.11 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2859, pruned_loss=0.05433, over 2478931.16 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06577, over 25332.54 utterances.], batch size: 181, lr: 3.36e-04
2022-08-27 20:10:01,383 INFO [train.py:927] (7/8) Epoch 11, batch 18700, giga_loss[loss=0.18, simple_loss=0.2756, pruned_loss=0.04217, over 12298.00 frames. utt_duration=849.6 frames, utt_pad_proportion=0.03452, over 58.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2874, pruned_loss=0.05638, over 2477598.90 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06484, over 23402.51 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2946, pruned_loss=0.06891, over 2468235.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.06862, over 8037.45 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2868, pruned_loss=0.05489, over 2478470.87 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06476, over 25103.60 utterances.], batch size: 58, lr: 3.36e-04
2022-08-27 20:12:07,944 INFO [train.py:927] (7/8) Epoch 11, batch 18750, giga_loss[loss=0.1982, simple_loss=0.2749, pruned_loss=0.06077, over 12351.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2867, pruned_loss=0.05558, over 2477827.54 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06735, over 24795.57 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2949, pruned_loss=0.06899, over 2468310.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06783, over 8048.56 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2857, pruned_loss=0.0541, over 2478616.70 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06737, over 26427.41 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 20:14:21,974 INFO [train.py:927] (7/8) Epoch 11, batch 18800, giga_loss[loss=0.2057, simple_loss=0.305, pruned_loss=0.0532, over 12481.00 frames. utt_duration=746.2 frames, utt_pad_proportion=0.03214, over 67.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2863, pruned_loss=0.05533, over 2477873.47 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06515, over 24222.69 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2954, pruned_loss=0.06923, over 2468380.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06728, over 8055.73 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2849, pruned_loss=0.05372, over 2478562.85 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06545, over 25742.13 utterances.], batch size: 67, lr: 3.35e-04
2022-08-27 20:16:19,430 INFO [train.py:927] (7/8) Epoch 11, batch 18850, giga_loss[loss=0.2038, simple_loss=0.2891, pruned_loss=0.05924, over 12441.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.02536, over 55.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2863, pruned_loss=0.0559, over 2477962.23 frames. utt_duration=412 frames, utt_pad_proportion=0.06592, over 24130.55 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2953, pruned_loss=0.0693, over 2468449.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06577, over 8034.13 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.285, pruned_loss=0.05411, over 2478746.99 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06651, over 25865.28 utterances.], batch size: 55, lr: 3.35e-04
2022-08-27 20:18:16,779 INFO [train.py:927] (7/8) Epoch 11, batch 18900, giga_loss[loss=0.2103, simple_loss=0.303, pruned_loss=0.05881, over 12377.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2855, pruned_loss=0.05523, over 2478096.51 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06399, over 24656.40 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2949, pruned_loss=0.06909, over 2468431.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.06508, over 8006.76 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2846, pruned_loss=0.05383, over 2478859.50 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06475, over 26256.83 utterances.], batch size: 97, lr: 3.35e-04
2022-08-27 20:20:15,395 INFO [train.py:927] (7/8) Epoch 11, batch 18950, giga_loss[loss=0.2044, simple_loss=0.2883, pruned_loss=0.06027, over 12387.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07199, over 212.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2874, pruned_loss=0.05475, over 2477896.13 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06471, over 24659.71 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.295, pruned_loss=0.06914, over 2468461.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06487, over 8009.72 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2867, pruned_loss=0.05354, over 2478509.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06533, over 25979.52 utterances.], batch size: 212, lr: 3.35e-04
2022-08-27 20:22:08,486 INFO [train.py:927] (7/8) Epoch 11, batch 19000, giga_loss[loss=0.1967, simple_loss=0.2816, pruned_loss=0.05591, over 12442.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07217, over 213.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.05546, over 2477523.24 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06519, over 24843.11 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2951, pruned_loss=0.06915, over 2468222.13 frames. utt_duration=1238 frames, utt_pad_proportion=0.06343, over 7985.12 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2875, pruned_loss=0.05404, over 2478522.38 frames. utt_duration=376 frames, utt_pad_proportion=0.06602, over 26448.88 utterances.], batch size: 213, lr: 3.35e-04
2022-08-27 20:24:11,035 INFO [train.py:927] (7/8) Epoch 11, batch 19050, giga_loss[loss=0.1766, simple_loss=0.269, pruned_loss=0.0421, over 12409.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06386, over 183.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2865, pruned_loss=0.0547, over 2476977.65 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0679, over 25180.74 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2945, pruned_loss=0.06894, over 2468039.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06638, over 8017.59 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2861, pruned_loss=0.05333, over 2478214.33 frames. utt_duration=369 frames, utt_pad_proportion=0.06766, over 26952.17 utterances.], batch size: 183, lr: 3.35e-04
2022-08-27 20:26:07,746 INFO [train.py:927] (7/8) Epoch 11, batch 19100, giga_loss[loss=0.1862, simple_loss=0.2822, pruned_loss=0.04507, over 12313.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03318, over 70.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.285, pruned_loss=0.05446, over 2476963.85 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06841, over 24125.31 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2943, pruned_loss=0.06887, over 2468420.84 frames. utt_duration=1227 frames, utt_pad_proportion=0.06862, over 8059.41 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2845, pruned_loss=0.05285, over 2477984.06 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06763, over 26212.21 utterances.], batch size: 70, lr: 3.35e-04
2022-08-27 20:28:15,626 INFO [train.py:927] (7/8) Epoch 11, batch 19150, libri_loss[loss=0.2109, simple_loss=0.2963, pruned_loss=0.06272, over 12336.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02962, over 43.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2875, pruned_loss=0.05544, over 2477384.77 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06922, over 24177.84 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2949, pruned_loss=0.06917, over 2468538.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.0768, over 8219.39 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.05357, over 2478279.37 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06617, over 26072.22 utterances.], batch size: 43, lr: 3.35e-04
2022-08-27 20:30:10,778 INFO [train.py:927] (7/8) Epoch 11, batch 19200, giga_loss[loss=0.204, simple_loss=0.3015, pruned_loss=0.05331, over 12414.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2886, pruned_loss=0.0559, over 2477819.23 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06592, over 23561.67 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2951, pruned_loss=0.06903, over 2468634.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07548, over 8210.05 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05422, over 2478635.33 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06396, over 25425.13 utterances.], batch size: 62, lr: 3.35e-04
2022-08-27 20:32:12,453 INFO [train.py:927] (7/8) Epoch 11, batch 19250, giga_loss[loss=0.2042, simple_loss=0.2976, pruned_loss=0.05542, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05607, over 2477075.80 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06783, over 23588.20 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06885, over 2468241.16 frames. utt_duration=1212 frames, utt_pad_proportion=0.07388, over 8158.31 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.05455, over 2478364.09 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06658, over 25568.38 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:34:31,195 INFO [train.py:927] (7/8) Epoch 11, batch 19300, giga_loss[loss=0.1839, simple_loss=0.2685, pruned_loss=0.04968, over 12432.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06236, over 183.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2886, pruned_loss=0.05608, over 2477859.13 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07185, over 25128.67 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06885, over 2468241.16 frames. utt_duration=1212 frames, utt_pad_proportion=0.07388, over 8158.31 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.288, pruned_loss=0.05489, over 2478861.82 frames. utt_duration=373 frames, utt_pad_proportion=0.07068, over 26669.87 utterances.], batch size: 183, lr: 3.35e-04
2022-08-27 20:36:32,172 INFO [train.py:927] (7/8) Epoch 11, batch 19350, giga_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06476, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2888, pruned_loss=0.0564, over 2478003.03 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07138, over 24834.70 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2946, pruned_loss=0.06874, over 2468363.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.07203, over 8114.46 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2883, pruned_loss=0.05515, over 2479009.84 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07102, over 26675.91 utterances.], batch size: 97, lr: 3.35e-04
2022-08-27 20:38:37,893 INFO [train.py:927] (7/8) Epoch 11, batch 19400, giga_loss[loss=0.1753, simple_loss=0.2547, pruned_loss=0.04795, over 12357.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 354.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2862, pruned_loss=0.05594, over 2477407.15 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07382, over 25287.69 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2944, pruned_loss=0.0687, over 2468387.32 frames. utt_duration=1221 frames, utt_pad_proportion=0.07149, over 8099.35 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2859, pruned_loss=0.05488, over 2478256.36 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07353, over 26897.51 utterances.], batch size: 354, lr: 3.35e-04
2022-08-27 20:40:41,502 INFO [train.py:927] (7/8) Epoch 11, batch 19450, libri_loss[loss=0.1888, simple_loss=0.2704, pruned_loss=0.05362, over 12386.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009527, over 30.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2872, pruned_loss=0.05552, over 2477706.80 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07104, over 24739.66 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2945, pruned_loss=0.0688, over 2468566.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.06983, over 8081.07 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2866, pruned_loss=0.05416, over 2478508.67 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07143, over 26586.65 utterances.], batch size: 30, lr: 3.35e-04
2022-08-27 20:42:32,458 INFO [train.py:927] (7/8) Epoch 11, batch 19500, giga_loss[loss=0.1913, simple_loss=0.2796, pruned_loss=0.05144, over 12380.00 frames. utt_duration=140.3 frames, utt_pad_proportion=0.1745, over 356.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2882, pruned_loss=0.05479, over 2477606.23 frames. utt_duration=418.7 frames, utt_pad_proportion=0.0692, over 23737.42 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2937, pruned_loss=0.06838, over 2468422.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06807, over 8023.07 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05366, over 2478663.43 frames. utt_duration=386 frames, utt_pad_proportion=0.07015, over 25767.25 utterances.], batch size: 356, lr: 3.35e-04
2022-08-27 20:44:43,400 INFO [train.py:927] (7/8) Epoch 11, batch 19550, giga_loss[loss=0.204, simple_loss=0.295, pruned_loss=0.05652, over 12418.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0477, over 161.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05514, over 2477876.75 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06984, over 23956.52 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.294, pruned_loss=0.06862, over 2468754.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06707, over 8017.61 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2887, pruned_loss=0.05381, over 2478592.69 frames. utt_duration=384.9 frames, utt_pad_proportion=0.07084, over 25840.44 utterances.], batch size: 161, lr: 3.35e-04
2022-08-27 20:46:55,057 INFO [train.py:927] (7/8) Epoch 11, batch 19600, giga_loss[loss=0.189, simple_loss=0.2883, pruned_loss=0.04491, over 12273.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02133, over 54.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05524, over 2477910.83 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06686, over 23830.03 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2939, pruned_loss=0.06853, over 2468610.20 frames. utt_duration=1234 frames, utt_pad_proportion=0.06593, over 8013.95 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2896, pruned_loss=0.05379, over 2478953.57 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06822, over 25917.39 utterances.], batch size: 54, lr: 3.35e-04
2022-08-27 20:49:09,335 INFO [train.py:927] (7/8) Epoch 11, batch 19650, giga_loss[loss=0.1955, simple_loss=0.29, pruned_loss=0.05046, over 12386.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.02831, over 58.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2919, pruned_loss=0.05577, over 2477904.21 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06536, over 23507.04 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2945, pruned_loss=0.0688, over 2468670.75 frames. utt_duration=1225 frames, utt_pad_proportion=0.06896, over 8071.44 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.291, pruned_loss=0.05395, over 2478973.53 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06569, over 25613.20 utterances.], batch size: 58, lr: 3.35e-04
2022-08-27 20:51:26,717 INFO [train.py:927] (7/8) Epoch 11, batch 19700, giga_loss[loss=0.2491, simple_loss=0.3164, pruned_loss=0.09093, over 12393.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 358.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2924, pruned_loss=0.05566, over 2477451.71 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07045, over 23807.07 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2949, pruned_loss=0.06902, over 2468869.11 frames. utt_duration=1212 frames, utt_pad_proportion=0.07246, over 8159.97 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2913, pruned_loss=0.05381, over 2478275.71 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06942, over 25667.81 utterances.], batch size: 358, lr: 3.35e-04
2022-08-27 20:53:47,623 INFO [train.py:927] (7/8) Epoch 11, batch 19750, giga_loss[loss=0.2145, simple_loss=0.2981, pruned_loss=0.06546, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2903, pruned_loss=0.05435, over 2477857.39 frames. utt_duration=428.2 frames, utt_pad_proportion=0.0654, over 23207.98 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.0689, over 2468823.16 frames. utt_duration=1214 frames, utt_pad_proportion=0.07193, over 8143.42 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2894, pruned_loss=0.05288, over 2478620.94 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06502, over 24814.90 utterances.], batch size: 258, lr: 3.35e-04
2022-08-27 20:55:48,239 INFO [train.py:927] (7/8) Epoch 11, batch 19800, giga_loss[loss=0.1786, simple_loss=0.2829, pruned_loss=0.03718, over 12323.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2904, pruned_loss=0.05427, over 2477676.69 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06453, over 23038.53 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.295, pruned_loss=0.06899, over 2469169.86 frames. utt_duration=1215 frames, utt_pad_proportion=0.07093, over 8139.64 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2894, pruned_loss=0.05273, over 2478123.01 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06455, over 24597.98 utterances.], batch size: 70, lr: 3.35e-04
2022-08-27 20:57:44,857 INFO [train.py:927] (7/8) Epoch 11, batch 19850, giga_loss[loss=0.1828, simple_loss=0.2679, pruned_loss=0.04887, over 12357.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1825, over 359.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2916, pruned_loss=0.05509, over 2477783.85 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06755, over 23186.66 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.06884, over 2469303.96 frames. utt_duration=1213 frames, utt_pad_proportion=0.07067, over 8149.65 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2909, pruned_loss=0.05376, over 2478169.34 frames. utt_duration=403 frames, utt_pad_proportion=0.06743, over 24668.68 utterances.], batch size: 359, lr: 3.35e-04
2022-08-27 20:59:38,119 INFO [train.py:927] (7/8) Epoch 11, batch 19900, giga_loss[loss=0.2174, simple_loss=0.3096, pruned_loss=0.06257, over 12352.00 frames. utt_duration=626.8 frames, utt_pad_proportion=0.02675, over 79.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2899, pruned_loss=0.05483, over 2478361.10 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06638, over 23413.56 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2948, pruned_loss=0.06873, over 2469474.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.06991, over 8135.47 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2893, pruned_loss=0.05368, over 2478619.77 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06657, over 24809.51 utterances.], batch size: 79, lr: 3.35e-04
2022-08-27 21:01:29,048 INFO [train.py:927] (7/8) Epoch 11, batch 19950, libri_loss[loss=0.2175, simple_loss=0.2998, pruned_loss=0.06759, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005702, over 35.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2918, pruned_loss=0.05649, over 2477249.37 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0673, over 23407.12 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2941, pruned_loss=0.0684, over 2468845.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.06879, over 8071.34 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2918, pruned_loss=0.05551, over 2478268.58 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06776, over 25003.05 utterances.], batch size: 35, lr: 3.35e-04
2022-08-27 21:03:12,323 INFO [train.py:927] (7/8) Epoch 11, batch 20000, giga_loss[loss=0.2491, simple_loss=0.3168, pruned_loss=0.09073, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2981, pruned_loss=0.0605, over 2476173.36 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06825, over 22896.29 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2941, pruned_loss=0.06848, over 2468495.92 frames. utt_duration=1219 frames, utt_pad_proportion=0.07151, over 8108.67 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2982, pruned_loss=0.05928, over 2477609.94 frames. utt_duration=402.6 frames, utt_pad_proportion=0.0678, over 24691.66 utterances.], batch size: 51, lr: 3.35e-04
2022-08-27 21:04:55,690 INFO [train.py:927] (7/8) Epoch 11, batch 20050, giga_loss[loss=0.1824, simple_loss=0.2757, pruned_loss=0.04457, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05987, over 2475568.27 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07243, over 22392.23 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2943, pruned_loss=0.06838, over 2468383.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.07143, over 8120.82 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.05889, over 2476923.84 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07184, over 24009.73 utterances.], batch size: 113, lr: 3.35e-04
2022-08-27 21:06:39,547 INFO [train.py:927] (7/8) Epoch 11, batch 20100, giga_loss[loss=0.1697, simple_loss=0.2581, pruned_loss=0.04068, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2894, pruned_loss=0.05792, over 2475382.83 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07284, over 22398.84 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2941, pruned_loss=0.06823, over 2468468.57 frames. utt_duration=1220 frames, utt_pad_proportion=0.07016, over 8100.17 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2895, pruned_loss=0.05707, over 2476531.98 frames. utt_duration=413.7 frames, utt_pad_proportion=0.07276, over 24021.92 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 21:08:28,506 INFO [train.py:927] (7/8) Epoch 11, batch 20150, giga_loss[loss=0.1869, simple_loss=0.2782, pruned_loss=0.04778, over 12410.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2818, pruned_loss=0.05532, over 2475841.49 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07286, over 21678.45 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2939, pruned_loss=0.06817, over 2468360.35 frames. utt_duration=1212 frames, utt_pad_proportion=0.07323, over 8155.38 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2819, pruned_loss=0.05454, over 2476918.83 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07176, over 23096.91 utterances.], batch size: 133, lr: 3.35e-04
2022-08-27 21:10:10,127 INFO [train.py:927] (7/8) Epoch 11, batch 20200, giga_loss[loss=0.1712, simple_loss=0.252, pruned_loss=0.04522, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2764, pruned_loss=0.05353, over 2475791.16 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07326, over 21013.19 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2943, pruned_loss=0.06843, over 2468301.06 frames. utt_duration=1203 frames, utt_pad_proportion=0.07613, over 8216.62 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2759, pruned_loss=0.05246, over 2476821.60 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07144, over 22316.13 utterances.], batch size: 70, lr: 3.35e-04
2022-08-27 21:11:48,065 INFO [train.py:927] (7/8) Epoch 11, batch 20250, giga_loss[loss=0.1761, simple_loss=0.2538, pruned_loss=0.04916, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2735, pruned_loss=0.05301, over 2474904.53 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07074, over 20366.31 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2939, pruned_loss=0.0682, over 2468394.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07342, over 8166.29 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2722, pruned_loss=0.05136, over 2476141.53 frames. utt_duration=445 frames, utt_pad_proportion=0.07029, over 22327.61 utterances.], batch size: 54, lr: 3.35e-04
2022-08-27 21:13:30,064 INFO [train.py:927] (7/8) Epoch 11, batch 20300, giga_loss[loss=0.1868, simple_loss=0.2635, pruned_loss=0.05503, over 12384.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2688, pruned_loss=0.05119, over 2473542.52 frames. utt_duration=510 frames, utt_pad_proportion=0.06797, over 19454.49 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2939, pruned_loss=0.06826, over 2468404.99 frames. utt_duration=1214 frames, utt_pad_proportion=0.07202, over 8146.44 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2671, pruned_loss=0.04939, over 2474671.04 frames. utt_duration=465 frames, utt_pad_proportion=0.06825, over 21352.74 utterances.], batch size: 212, lr: 3.35e-04
2022-08-27 21:15:14,419 INFO [train.py:927] (7/8) Epoch 11, batch 20350, giga_loss[loss=0.2004, simple_loss=0.2587, pruned_loss=0.07103, over 12346.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1952, over 367.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.265, pruned_loss=0.04999, over 2473971.56 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06784, over 18969.12 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2945, pruned_loss=0.06859, over 2468496.39 frames. utt_duration=1215 frames, utt_pad_proportion=0.07086, over 8133.71 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2622, pruned_loss=0.04765, over 2474959.57 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0684, over 20852.91 utterances.], batch size: 367, lr: 3.35e-04
2022-08-27 21:16:56,262 INFO [train.py:927] (7/8) Epoch 11, batch 20400, giga_loss[loss=0.161, simple_loss=0.2399, pruned_loss=0.04111, over 12332.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02522, over 45.00 utterances.], tot_loss[loss=0.1773, simple_loss=0.2593, pruned_loss=0.04766, over 2473738.76 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07226, over 19406.02 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2942, pruned_loss=0.06851, over 2467974.17 frames. utt_duration=1220 frames, utt_pad_proportion=0.07014, over 8103.87 utterances.], giga_tot_loss[loss=0.1741, simple_loss=0.2569, pruned_loss=0.04565, over 2475020.19 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0726, over 21057.33 utterances.], batch size: 45, lr: 3.35e-04
2022-08-27 21:18:42,424 INFO [train.py:927] (7/8) Epoch 11, batch 20450, libri_loss[loss=0.1949, simple_loss=0.2913, pruned_loss=0.04927, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005558, over 34.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2632, pruned_loss=0.04961, over 2473382.02 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06768, over 19585.95 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2942, pruned_loss=0.06842, over 2467878.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06987, over 8097.35 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2612, pruned_loss=0.04803, over 2474507.91 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06833, over 20941.89 utterances.], batch size: 34, lr: 3.35e-04
2022-08-27 21:20:25,179 INFO [train.py:927] (7/8) Epoch 11, batch 20500, libri_loss[loss=0.2364, simple_loss=0.3084, pruned_loss=0.08222, over 12314.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01744, over 41.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2743, pruned_loss=0.05462, over 2473467.76 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0633, over 18727.24 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.06857, over 2467683.26 frames. utt_duration=1224 frames, utt_pad_proportion=0.06857, over 8074.11 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2716, pruned_loss=0.05254, over 2474832.33 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06454, over 20312.21 utterances.], batch size: 41, lr: 3.34e-04
2022-08-27 21:22:10,383 INFO [train.py:927] (7/8) Epoch 11, batch 20550, giga_loss[loss=0.2173, simple_loss=0.3026, pruned_loss=0.06603, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04836, over 31.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2824, pruned_loss=0.05765, over 2474077.38 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06023, over 18522.83 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2942, pruned_loss=0.06845, over 2467955.39 frames. utt_duration=1228 frames, utt_pad_proportion=0.06754, over 8051.85 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.28, pruned_loss=0.05589, over 2475028.40 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06176, over 19990.79 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 21:23:56,248 INFO [train.py:927] (7/8) Epoch 11, batch 20600, giga_loss[loss=0.2443, simple_loss=0.3306, pruned_loss=0.07899, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.202, simple_loss=0.286, pruned_loss=0.05899, over 2472949.73 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06689, over 19256.00 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2942, pruned_loss=0.0686, over 2467754.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.07084, over 8115.19 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.284, pruned_loss=0.0573, over 2473964.94 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06635, over 20511.77 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 21:25:40,758 INFO [train.py:927] (7/8) Epoch 11, batch 20650, giga_loss[loss=0.2082, simple_loss=0.294, pruned_loss=0.06118, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2897, pruned_loss=0.06103, over 2473004.43 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06772, over 18757.08 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2941, pruned_loss=0.06851, over 2467691.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.07037, over 8095.10 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2881, pruned_loss=0.0597, over 2473902.50 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06741, over 19862.37 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 21:27:20,329 INFO [train.py:927] (7/8) Epoch 11, batch 20700, giga_loss[loss=0.2154, simple_loss=0.3062, pruned_loss=0.0623, over 12361.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2941, pruned_loss=0.06244, over 2472845.99 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06639, over 18620.75 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.06856, over 2467365.19 frames. utt_duration=1220 frames, utt_pad_proportion=0.07024, over 8101.21 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2926, pruned_loss=0.06123, over 2473924.67 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06622, over 19669.66 utterances.], batch size: 97, lr: 3.34e-04
2022-08-27 21:29:03,199 INFO [train.py:927] (7/8) Epoch 11, batch 20750, giga_loss[loss=0.2027, simple_loss=0.2973, pruned_loss=0.05407, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03434, over 28.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.297, pruned_loss=0.06319, over 2473163.34 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06157, over 18189.66 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2945, pruned_loss=0.06861, over 2467496.84 frames. utt_duration=1227 frames, utt_pad_proportion=0.0681, over 8057.04 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06195, over 2474126.16 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06243, over 19446.46 utterances.], batch size: 28, lr: 3.34e-04
2022-08-27 21:30:47,229 INFO [train.py:927] (7/8) Epoch 11, batch 20800, giga_loss[loss=0.2017, simple_loss=0.3017, pruned_loss=0.0508, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03794, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06298, over 2473745.15 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06356, over 17873.55 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.295, pruned_loss=0.06896, over 2467844.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.07132, over 8135.67 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2972, pruned_loss=0.06153, over 2474320.16 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06268, over 19020.82 utterances.], batch size: 37, lr: 3.34e-04
2022-08-27 21:32:29,305 INFO [train.py:927] (7/8) Epoch 11, batch 20850, giga_loss[loss=0.2582, simple_loss=0.3316, pruned_loss=0.09236, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05478, over 162.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2991, pruned_loss=0.06229, over 2474009.84 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05861, over 17213.82 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2955, pruned_loss=0.06888, over 2468069.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.0699, over 8121.37 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.06094, over 2474508.57 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05858, over 18500.80 utterances.], batch size: 162, lr: 3.34e-04
2022-08-27 21:34:14,997 INFO [train.py:927] (7/8) Epoch 11, batch 20900, giga_loss[loss=0.211, simple_loss=0.3043, pruned_loss=0.05885, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03795, over 40.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06517, over 2473863.67 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0589, over 17054.37 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2958, pruned_loss=0.06898, over 2468136.47 frames. utt_duration=1218 frames, utt_pad_proportion=0.0688, over 8113.01 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3001, pruned_loss=0.06391, over 2474301.98 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05918, over 18234.35 utterances.], batch size: 40, lr: 3.34e-04
2022-08-27 21:35:58,617 INFO [train.py:927] (7/8) Epoch 11, batch 20950, giga_loss[loss=0.1966, simple_loss=0.2837, pruned_loss=0.0547, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3012, pruned_loss=0.06659, over 2473593.50 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06733, over 17462.23 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2959, pruned_loss=0.06917, over 2467925.37 frames. utt_duration=1222 frames, utt_pad_proportion=0.06778, over 8089.93 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06537, over 2474212.06 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06739, over 18565.79 utterances.], batch size: 86, lr: 3.34e-04
2022-08-27 21:37:41,639 INFO [train.py:927] (7/8) Epoch 11, batch 21000, giga_loss[loss=0.207, simple_loss=0.2893, pruned_loss=0.06233, over 12273.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3017, pruned_loss=0.06747, over 2473664.99 frames. utt_duration=558.3 frames, utt_pad_proportion=0.07265, over 17770.78 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2964, pruned_loss=0.06961, over 2468082.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.07409, over 8220.34 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3005, pruned_loss=0.06609, over 2474150.16 frames. utt_duration=529.7 frames, utt_pad_proportion=0.07005, over 18736.52 utterances.], batch size: 54, lr: 3.34e-04
2022-08-27 21:37:41,640 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 21:37:55,362 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1877, simple_loss=0.2893, pruned_loss=0.04312, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 21:39:36,464 INFO [train.py:927] (7/8) Epoch 11, batch 21050, giga_loss[loss=0.1952, simple_loss=0.279, pruned_loss=0.05567, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.06635, over 2472561.71 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06926, over 17373.18 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2964, pruned_loss=0.06963, over 2467920.61 frames. utt_duration=1198 frames, utt_pad_proportion=0.07655, over 8253.44 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2991, pruned_loss=0.06513, over 2473262.43 frames. utt_duration=538.5 frames, utt_pad_proportion=0.0663, over 18424.34 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 21:41:19,425 INFO [train.py:927] (7/8) Epoch 11, batch 21100, giga_loss[loss=0.1989, simple_loss=0.272, pruned_loss=0.06289, over 12360.00 frames. utt_duration=134 frames, utt_pad_proportion=0.207, over 373.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2956, pruned_loss=0.0646, over 2472364.17 frames. utt_duration=549.1 frames, utt_pad_proportion=0.0705, over 18059.06 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2961, pruned_loss=0.06955, over 2467572.72 frames. utt_duration=1201 frames, utt_pad_proportion=0.07571, over 8231.32 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2952, pruned_loss=0.06359, over 2473345.51 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06838, over 19168.58 utterances.], batch size: 373, lr: 3.34e-04
2022-08-27 21:43:04,561 INFO [train.py:927] (7/8) Epoch 11, batch 21150, giga_loss[loss=0.2177, simple_loss=0.294, pruned_loss=0.07069, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04938, over 161.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2917, pruned_loss=0.06316, over 2473324.88 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06949, over 18617.87 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2964, pruned_loss=0.06968, over 2467912.78 frames. utt_duration=1199 frames, utt_pad_proportion=0.07488, over 8243.62 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2912, pruned_loss=0.06215, over 2473892.76 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06814, over 19660.34 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 21:44:46,060 INFO [train.py:927] (7/8) Epoch 11, batch 21200, giga_loss[loss=0.1865, simple_loss=0.2807, pruned_loss=0.04618, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2903, pruned_loss=0.06179, over 2471567.35 frames. utt_duration=562 frames, utt_pad_proportion=0.06416, over 17638.30 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2961, pruned_loss=0.0696, over 2467603.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07437, over 8226.38 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.29, pruned_loss=0.06089, over 2472394.63 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06344, over 18704.14 utterances.], batch size: 85, lr: 3.34e-04
2022-08-27 21:46:25,956 INFO [train.py:927] (7/8) Epoch 11, batch 21250, giga_loss[loss=0.2013, simple_loss=0.2922, pruned_loss=0.05517, over 12384.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2876, pruned_loss=0.06095, over 2471881.48 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06299, over 16865.81 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2958, pruned_loss=0.06957, over 2467545.76 frames. utt_duration=1200 frames, utt_pad_proportion=0.07422, over 8232.01 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2875, pruned_loss=0.06003, over 2472735.15 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06237, over 17997.94 utterances.], batch size: 133, lr: 3.34e-04
2022-08-27 21:48:07,529 INFO [train.py:927] (7/8) Epoch 11, batch 21300, giga_loss[loss=0.203, simple_loss=0.2831, pruned_loss=0.0614, over 12372.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2855, pruned_loss=0.06007, over 2472471.56 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05861, over 16591.06 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2959, pruned_loss=0.06959, over 2467649.40 frames. utt_duration=1199 frames, utt_pad_proportion=0.07377, over 8245.84 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2851, pruned_loss=0.05913, over 2473166.19 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05842, over 17666.04 utterances.], batch size: 182, lr: 3.34e-04
2022-08-27 21:49:46,778 INFO [train.py:927] (7/8) Epoch 11, batch 21350, libri_loss[loss=0.2457, simple_loss=0.3299, pruned_loss=0.08068, over 12325.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.03834, over 46.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2825, pruned_loss=0.0591, over 2472866.34 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05513, over 16181.53 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2959, pruned_loss=0.06952, over 2467875.28 frames. utt_duration=1200 frames, utt_pad_proportion=0.07274, over 8235.02 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2821, pruned_loss=0.05825, over 2473306.28 frames. utt_duration=577 frames, utt_pad_proportion=0.05546, over 17190.05 utterances.], batch size: 46, lr: 3.34e-04
2022-08-27 21:51:28,675 INFO [train.py:927] (7/8) Epoch 11, batch 21400, giga_loss[loss=0.1656, simple_loss=0.2549, pruned_loss=0.0382, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04691, over 26.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2796, pruned_loss=0.05832, over 2472257.92 frames. utt_duration=601 frames, utt_pad_proportion=0.05768, over 16494.17 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2959, pruned_loss=0.06951, over 2467978.43 frames. utt_duration=1191 frames, utt_pad_proportion=0.07653, over 8298.63 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.279, pruned_loss=0.05749, over 2472575.31 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05581, over 17333.02 utterances.], batch size: 26, lr: 3.34e-04
2022-08-27 21:53:09,303 INFO [train.py:927] (7/8) Epoch 11, batch 21450, giga_loss[loss=0.1915, simple_loss=0.2729, pruned_loss=0.05504, over 12390.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02997, over 58.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2781, pruned_loss=0.05792, over 2471689.84 frames. utt_duration=602 frames, utt_pad_proportion=0.05771, over 16463.80 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2959, pruned_loss=0.06947, over 2468005.47 frames. utt_duration=1190 frames, utt_pad_proportion=0.07587, over 8306.48 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2771, pruned_loss=0.05701, over 2471987.41 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05629, over 17309.40 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 21:54:51,887 INFO [train.py:927] (7/8) Epoch 11, batch 21500, giga_loss[loss=0.218, simple_loss=0.3002, pruned_loss=0.06797, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03241, over 80.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2771, pruned_loss=0.05755, over 2472438.73 frames. utt_duration=624.1 frames, utt_pad_proportion=0.0544, over 15884.50 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2954, pruned_loss=0.06919, over 2468072.05 frames. utt_duration=1193 frames, utt_pad_proportion=0.07504, over 8284.39 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2765, pruned_loss=0.05687, over 2472697.27 frames. utt_duration=593 frames, utt_pad_proportion=0.0536, over 16720.53 utterances.], batch size: 80, lr: 3.34e-04
2022-08-27 21:56:37,201 INFO [train.py:927] (7/8) Epoch 11, batch 21550, giga_loss[loss=0.2237, simple_loss=0.2989, pruned_loss=0.07427, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03307, over 42.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2822, pruned_loss=0.06026, over 2472831.16 frames. utt_duration=622.1 frames, utt_pad_proportion=0.05203, over 15937.18 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2956, pruned_loss=0.06922, over 2468311.03 frames. utt_duration=1194 frames, utt_pad_proportion=0.07421, over 8278.11 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2813, pruned_loss=0.05955, over 2472899.70 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05173, over 16703.85 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 21:58:17,522 INFO [train.py:927] (7/8) Epoch 11, batch 21600, giga_loss[loss=0.1834, simple_loss=0.2834, pruned_loss=0.04172, over 12356.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.288, pruned_loss=0.0628, over 2472806.21 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05056, over 16039.35 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2962, pruned_loss=0.06934, over 2468117.01 frames. utt_duration=1198 frames, utt_pad_proportion=0.07258, over 8253.13 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2864, pruned_loss=0.06188, over 2473190.45 frames. utt_duration=586 frames, utt_pad_proportion=0.0508, over 16924.68 utterances.], batch size: 66, lr: 3.34e-04
2022-08-27 21:59:59,216 INFO [train.py:927] (7/8) Epoch 11, batch 21650, giga_loss[loss=0.1879, simple_loss=0.28, pruned_loss=0.04787, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03049, over 58.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2933, pruned_loss=0.06474, over 2472692.84 frames. utt_duration=614.3 frames, utt_pad_proportion=0.04949, over 16141.15 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2961, pruned_loss=0.06941, over 2467826.16 frames. utt_duration=1200 frames, utt_pad_proportion=0.07183, over 8236.48 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2919, pruned_loss=0.06375, over 2473387.50 frames. utt_duration=579.7 frames, utt_pad_proportion=0.04976, over 17111.50 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 22:01:40,858 INFO [train.py:927] (7/8) Epoch 11, batch 21700, giga_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06758, over 12399.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05068, over 161.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2973, pruned_loss=0.06609, over 2472638.57 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05952, over 16760.51 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2967, pruned_loss=0.06979, over 2467879.12 frames. utt_duration=1187 frames, utt_pad_proportion=0.07451, over 8328.66 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2957, pruned_loss=0.06477, over 2473375.00 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05774, over 17802.93 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 22:03:22,307 INFO [train.py:927] (7/8) Epoch 11, batch 21750, giga_loss[loss=0.259, simple_loss=0.3363, pruned_loss=0.09083, over 12376.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04224, over 133.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2965, pruned_loss=0.06446, over 2473398.87 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05866, over 16687.53 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2968, pruned_loss=0.06996, over 2468149.15 frames. utt_duration=1175 frames, utt_pad_proportion=0.07838, over 8409.38 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.295, pruned_loss=0.06316, over 2473834.39 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05528, over 17600.95 utterances.], batch size: 133, lr: 3.34e-04
2022-08-27 22:05:03,829 INFO [train.py:927] (7/8) Epoch 11, batch 21800, giga_loss[loss=0.2563, simple_loss=0.3364, pruned_loss=0.08808, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03513, over 43.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06386, over 2472927.30 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06463, over 17227.82 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2968, pruned_loss=0.06981, over 2467886.94 frames. utt_duration=1179 frames, utt_pad_proportion=0.07719, over 8380.39 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2954, pruned_loss=0.06286, over 2473615.64 frames. utt_duration=547 frames, utt_pad_proportion=0.06221, over 18138.71 utterances.], batch size: 43, lr: 3.34e-04
2022-08-27 22:06:45,965 INFO [train.py:927] (7/8) Epoch 11, batch 21850, giga_loss[loss=0.3964, simple_loss=0.4348, pruned_loss=0.179, over 12371.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.0657, over 2473200.64 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0608, over 17074.86 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2973, pruned_loss=0.0701, over 2467875.59 frames. utt_duration=1183 frames, utt_pad_proportion=0.07621, over 8357.73 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06447, over 2473866.95 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05924, over 18051.63 utterances.], batch size: 258, lr: 3.34e-04
2022-08-27 22:08:28,260 INFO [train.py:927] (7/8) Epoch 11, batch 21900, giga_loss[loss=0.2547, simple_loss=0.3284, pruned_loss=0.09049, over 12370.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04001, over 145.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3018, pruned_loss=0.06789, over 2473450.12 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06859, over 18656.23 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2972, pruned_loss=0.07016, over 2467991.21 frames. utt_duration=1184 frames, utt_pad_proportion=0.07594, over 8347.94 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06685, over 2473885.18 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06726, over 19479.49 utterances.], batch size: 145, lr: 3.34e-04
2022-08-27 22:10:10,067 INFO [train.py:927] (7/8) Epoch 11, batch 21950, giga_loss[loss=0.2281, simple_loss=0.3129, pruned_loss=0.0717, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03223, over 85.00 utterances.], tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06801, over 2472952.77 frames. utt_duration=546.4 frames, utt_pad_proportion=0.07042, over 18152.55 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2972, pruned_loss=0.07015, over 2468129.25 frames. utt_duration=1185 frames, utt_pad_proportion=0.07567, over 8338.20 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3013, pruned_loss=0.0672, over 2473198.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06939, over 18850.03 utterances.], batch size: 85, lr: 3.34e-04
2022-08-27 22:11:51,393 INFO [train.py:927] (7/8) Epoch 11, batch 22000, giga_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08037, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04186, over 146.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3037, pruned_loss=0.06807, over 2471673.66 frames. utt_duration=586 frames, utt_pad_proportion=0.06489, over 16913.62 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2976, pruned_loss=0.07024, over 2468000.57 frames. utt_duration=1183 frames, utt_pad_proportion=0.07526, over 8354.73 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3028, pruned_loss=0.06728, over 2472059.06 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06428, over 17662.90 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 22:13:32,141 INFO [train.py:927] (7/8) Epoch 11, batch 22050, giga_loss[loss=0.2053, simple_loss=0.2903, pruned_loss=0.06009, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03819, over 37.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3028, pruned_loss=0.06778, over 2471926.57 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06064, over 16134.40 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2974, pruned_loss=0.07012, over 2468102.36 frames. utt_duration=1191 frames, utt_pad_proportion=0.07313, over 8300.81 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.06718, over 2472293.24 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06109, over 17096.34 utterances.], batch size: 37, lr: 3.34e-04
2022-08-27 22:15:14,676 INFO [train.py:927] (7/8) Epoch 11, batch 22100, giga_loss[loss=0.177, simple_loss=0.2668, pruned_loss=0.04359, over 12397.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04322, over 26.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3011, pruned_loss=0.06746, over 2472009.55 frames. utt_duration=619.6 frames, utt_pad_proportion=0.06236, over 15996.29 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2973, pruned_loss=0.07005, over 2468206.97 frames. utt_duration=1184 frames, utt_pad_proportion=0.07549, over 8347.47 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3011, pruned_loss=0.067, over 2472312.53 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06153, over 16938.09 utterances.], batch size: 26, lr: 3.34e-04
2022-08-27 22:16:58,420 INFO [train.py:927] (7/8) Epoch 11, batch 22150, giga_loss[loss=0.2207, simple_loss=0.3062, pruned_loss=0.06757, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03917, over 28.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06815, over 2472242.53 frames. utt_duration=637.2 frames, utt_pad_proportion=0.06312, over 15555.16 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2971, pruned_loss=0.07011, over 2468552.48 frames. utt_duration=1178 frames, utt_pad_proportion=0.07782, over 8390.90 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3013, pruned_loss=0.06767, over 2472272.78 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06105, over 16462.90 utterances.], batch size: 28, lr: 3.34e-04
2022-08-27 22:18:38,871 INFO [train.py:927] (7/8) Epoch 11, batch 22200, giga_loss[loss=0.2296, simple_loss=0.3062, pruned_loss=0.07655, over 12381.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3023, pruned_loss=0.06853, over 2472652.74 frames. utt_duration=616.1 frames, utt_pad_proportion=0.06778, over 16093.58 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2971, pruned_loss=0.07008, over 2468414.66 frames. utt_duration=1169 frames, utt_pad_proportion=0.08161, over 8458.05 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3026, pruned_loss=0.06816, over 2472829.37 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06421, over 16812.49 utterances.], batch size: 85, lr: 3.33e-04
2022-08-27 22:20:19,931 INFO [train.py:927] (7/8) Epoch 11, batch 22250, giga_loss[loss=0.2098, simple_loss=0.2942, pruned_loss=0.06273, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06795, over 2472234.87 frames. utt_duration=627.1 frames, utt_pad_proportion=0.06665, over 15805.70 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2975, pruned_loss=0.07019, over 2468737.97 frames. utt_duration=1170 frames, utt_pad_proportion=0.07996, over 8447.93 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3022, pruned_loss=0.0675, over 2472230.98 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06434, over 16674.57 utterances.], batch size: 75, lr: 3.33e-04
2022-08-27 22:22:02,253 INFO [train.py:927] (7/8) Epoch 11, batch 22300, giga_loss[loss=0.1802, simple_loss=0.2669, pruned_loss=0.04678, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3005, pruned_loss=0.0674, over 2471175.89 frames. utt_duration=633.8 frames, utt_pad_proportion=0.06777, over 15632.98 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2979, pruned_loss=0.0705, over 2468706.90 frames. utt_duration=1162 frames, utt_pad_proportion=0.08297, over 8510.50 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3003, pruned_loss=0.06674, over 2471244.29 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06442, over 16367.22 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:23:45,077 INFO [train.py:927] (7/8) Epoch 11, batch 22350, giga_loss[loss=0.2329, simple_loss=0.3067, pruned_loss=0.07957, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04151, over 33.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2979, pruned_loss=0.06614, over 2471618.55 frames. utt_duration=619.2 frames, utt_pad_proportion=0.06794, over 16003.71 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2975, pruned_loss=0.07037, over 2468932.70 frames. utt_duration=1169 frames, utt_pad_proportion=0.08121, over 8456.68 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2981, pruned_loss=0.06563, over 2471529.57 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06599, over 16850.54 utterances.], batch size: 33, lr: 3.33e-04
2022-08-27 22:25:25,784 INFO [train.py:927] (7/8) Epoch 11, batch 22400, giga_loss[loss=0.1879, simple_loss=0.2688, pruned_loss=0.05349, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04048, over 31.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2952, pruned_loss=0.06501, over 2472447.15 frames. utt_duration=611.4 frames, utt_pad_proportion=0.07003, over 16214.38 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2974, pruned_loss=0.07017, over 2468704.99 frames. utt_duration=1175 frames, utt_pad_proportion=0.07923, over 8412.12 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2955, pruned_loss=0.06464, over 2472714.56 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06917, over 17194.70 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 22:27:09,528 INFO [train.py:927] (7/8) Epoch 11, batch 22450, libri_loss[loss=0.2641, simple_loss=0.3326, pruned_loss=0.0978, over 12428.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02257, over 43.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2917, pruned_loss=0.06369, over 2472816.80 frames. utt_duration=639 frames, utt_pad_proportion=0.0645, over 15514.15 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07022, over 2468548.06 frames. utt_duration=1178 frames, utt_pad_proportion=0.07848, over 8395.05 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2918, pruned_loss=0.06321, over 2473217.97 frames. utt_duration=603.2 frames, utt_pad_proportion=0.06431, over 16441.55 utterances.], batch size: 43, lr: 3.33e-04
2022-08-27 22:28:50,044 INFO [train.py:927] (7/8) Epoch 11, batch 22500, giga_loss[loss=0.1803, simple_loss=0.2697, pruned_loss=0.04552, over 12345.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2894, pruned_loss=0.06244, over 2472231.22 frames. utt_duration=607.8 frames, utt_pad_proportion=0.06695, over 16311.02 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2971, pruned_loss=0.06998, over 2468474.65 frames. utt_duration=1181 frames, utt_pad_proportion=0.07753, over 8368.47 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2897, pruned_loss=0.06215, over 2472671.10 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06696, over 17199.49 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:30:30,860 INFO [train.py:927] (7/8) Epoch 11, batch 22550, giga_loss[loss=0.1818, simple_loss=0.2714, pruned_loss=0.04608, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04275, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2911, pruned_loss=0.06367, over 2472916.14 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06958, over 17231.00 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2968, pruned_loss=0.07003, over 2468533.95 frames. utt_duration=1188 frames, utt_pad_proportion=0.07555, over 8320.27 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2913, pruned_loss=0.06317, over 2473394.85 frames. utt_duration=543.4 frames, utt_pad_proportion=0.07016, over 18257.26 utterances.], batch size: 34, lr: 3.33e-04
2022-08-27 22:32:13,027 INFO [train.py:927] (7/8) Epoch 11, batch 22600, giga_loss[loss=0.1804, simple_loss=0.2745, pruned_loss=0.04314, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2925, pruned_loss=0.06342, over 2473444.85 frames. utt_duration=556 frames, utt_pad_proportion=0.06594, over 17842.06 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2969, pruned_loss=0.07023, over 2468459.85 frames. utt_duration=1180 frames, utt_pad_proportion=0.07836, over 8377.16 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2925, pruned_loss=0.06276, over 2473950.96 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06536, over 18718.59 utterances.], batch size: 70, lr: 3.33e-04
2022-08-27 22:33:53,381 INFO [train.py:927] (7/8) Epoch 11, batch 22650, giga_loss[loss=0.2058, simple_loss=0.2908, pruned_loss=0.0604, over 12459.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03417, over 98.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2912, pruned_loss=0.06204, over 2474115.96 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06551, over 17992.36 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07006, over 2468506.53 frames. utt_duration=1186 frames, utt_pad_proportion=0.07691, over 8336.18 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2913, pruned_loss=0.06151, over 2474591.61 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06551, over 18926.48 utterances.], batch size: 98, lr: 3.33e-04
2022-08-27 22:35:37,278 INFO [train.py:927] (7/8) Epoch 11, batch 22700, giga_loss[loss=0.1847, simple_loss=0.2731, pruned_loss=0.04818, over 12400.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.0286, over 58.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2912, pruned_loss=0.06188, over 2474102.27 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06308, over 17929.10 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2971, pruned_loss=0.07019, over 2468521.45 frames. utt_duration=1178 frames, utt_pad_proportion=0.07917, over 8389.85 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2909, pruned_loss=0.0612, over 2474567.16 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06215, over 18796.92 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 22:37:21,284 INFO [train.py:927] (7/8) Epoch 11, batch 22750, giga_loss[loss=0.2189, simple_loss=0.3082, pruned_loss=0.06483, over 12370.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03715, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2928, pruned_loss=0.06258, over 2473703.97 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07242, over 18706.01 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2973, pruned_loss=0.07021, over 2468516.89 frames. utt_duration=1183 frames, utt_pad_proportion=0.07806, over 8359.28 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2922, pruned_loss=0.06176, over 2474238.25 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07156, over 19743.33 utterances.], batch size: 80, lr: 3.33e-04
2022-08-27 22:39:02,138 INFO [train.py:927] (7/8) Epoch 11, batch 22800, giga_loss[loss=0.274, simple_loss=0.3445, pruned_loss=0.1018, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2947, pruned_loss=0.06324, over 2473793.71 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06676, over 17875.17 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2971, pruned_loss=0.07009, over 2468736.66 frames. utt_duration=1183 frames, utt_pad_proportion=0.07758, over 8360.97 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2943, pruned_loss=0.06259, over 2474092.96 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06645, over 18824.24 utterances.], batch size: 183, lr: 3.33e-04
2022-08-27 22:40:44,404 INFO [train.py:927] (7/8) Epoch 11, batch 22850, libri_loss[loss=0.1924, simple_loss=0.2703, pruned_loss=0.05727, over 12116.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006127, over 32.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.296, pruned_loss=0.06408, over 2473537.75 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06679, over 17543.04 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2967, pruned_loss=0.0698, over 2468717.55 frames. utt_duration=1187 frames, utt_pad_proportion=0.07573, over 8328.77 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2959, pruned_loss=0.06362, over 2473972.06 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06711, over 18621.06 utterances.], batch size: 32, lr: 3.33e-04
2022-08-27 22:42:26,350 INFO [train.py:927] (7/8) Epoch 11, batch 22900, libri_loss[loss=0.1806, simple_loss=0.2609, pruned_loss=0.05015, over 12385.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009726, over 30.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2958, pruned_loss=0.06375, over 2473876.17 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06162, over 17206.31 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2961, pruned_loss=0.06944, over 2468651.97 frames. utt_duration=1193 frames, utt_pad_proportion=0.07473, over 8285.52 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2963, pruned_loss=0.0636, over 2474378.22 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06248, over 18266.35 utterances.], batch size: 30, lr: 3.33e-04
2022-08-27 22:44:09,274 INFO [train.py:927] (7/8) Epoch 11, batch 22950, giga_loss[loss=0.2045, simple_loss=0.289, pruned_loss=0.05999, over 12413.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05681, over 182.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.294, pruned_loss=0.06342, over 2474553.40 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05923, over 17369.04 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.296, pruned_loss=0.06955, over 2468454.99 frames. utt_duration=1195 frames, utt_pad_proportion=0.07419, over 8271.81 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06307, over 2475267.49 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06009, over 18429.46 utterances.], batch size: 182, lr: 3.33e-04
2022-08-27 22:45:49,958 INFO [train.py:927] (7/8) Epoch 11, batch 23000, libri_loss[loss=0.2263, simple_loss=0.3168, pruned_loss=0.06783, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005505, over 31.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2946, pruned_loss=0.06281, over 2474389.21 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06072, over 17928.93 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2964, pruned_loss=0.06961, over 2468113.37 frames. utt_duration=1187 frames, utt_pad_proportion=0.07716, over 8328.55 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2946, pruned_loss=0.06233, over 2475443.03 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06011, over 18961.53 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 22:47:29,451 INFO [train.py:927] (7/8) Epoch 11, batch 23050, giga_loss[loss=0.2109, simple_loss=0.2966, pruned_loss=0.06265, over 12445.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.295, pruned_loss=0.06202, over 2474654.70 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05853, over 17881.41 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2971, pruned_loss=0.06972, over 2468162.32 frames. utt_duration=1189 frames, utt_pad_proportion=0.07624, over 8311.71 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2943, pruned_loss=0.06146, over 2475535.47 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05841, over 18830.86 utterances.], batch size: 133, lr: 3.33e-04
2022-08-27 22:49:09,042 INFO [train.py:927] (7/8) Epoch 11, batch 23100, giga_loss[loss=0.1872, simple_loss=0.2591, pruned_loss=0.05766, over 12441.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04679, over 34.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2931, pruned_loss=0.06194, over 2474682.61 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05803, over 17609.79 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2975, pruned_loss=0.06993, over 2468232.94 frames. utt_duration=1170 frames, utt_pad_proportion=0.08349, over 8446.69 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2922, pruned_loss=0.06116, over 2475472.77 frames. utt_duration=538 frames, utt_pad_proportion=0.05489, over 18455.99 utterances.], batch size: 34, lr: 3.33e-04
2022-08-27 22:50:49,410 INFO [train.py:927] (7/8) Epoch 11, batch 23150, giga_loss[loss=0.2122, simple_loss=0.2942, pruned_loss=0.06513, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04071, over 113.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2906, pruned_loss=0.062, over 2474182.11 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05846, over 17606.66 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2973, pruned_loss=0.06978, over 2468066.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.08276, over 8438.06 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.29, pruned_loss=0.06142, over 2475050.65 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05612, over 18405.67 utterances.], batch size: 113, lr: 3.33e-04
2022-08-27 22:52:30,735 INFO [train.py:927] (7/8) Epoch 11, batch 23200, giga_loss[loss=0.22, simple_loss=0.2948, pruned_loss=0.07257, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2885, pruned_loss=0.06151, over 2474457.14 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05909, over 17776.31 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.297, pruned_loss=0.06965, over 2468138.10 frames. utt_duration=1177 frames, utt_pad_proportion=0.08109, over 8395.26 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2882, pruned_loss=0.06098, over 2475262.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05765, over 18695.87 utterances.], batch size: 133, lr: 3.33e-04
2022-08-27 22:54:12,044 INFO [train.py:927] (7/8) Epoch 11, batch 23250, giga_loss[loss=0.1653, simple_loss=0.2545, pruned_loss=0.03804, over 12409.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2855, pruned_loss=0.06073, over 2475168.29 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05754, over 17667.49 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2975, pruned_loss=0.06999, over 2468481.93 frames. utt_duration=1164 frames, utt_pad_proportion=0.08423, over 8490.03 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2845, pruned_loss=0.05974, over 2475661.38 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05471, over 18568.79 utterances.], batch size: 113, lr: 3.33e-04
2022-08-27 22:55:51,960 INFO [train.py:927] (7/8) Epoch 11, batch 23300, giga_loss[loss=0.2454, simple_loss=0.3231, pruned_loss=0.08387, over 12415.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.286, pruned_loss=0.06056, over 2475156.07 frames. utt_duration=569.3 frames, utt_pad_proportion=0.0565, over 17436.27 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2978, pruned_loss=0.06998, over 2468504.27 frames. utt_duration=1170 frames, utt_pad_proportion=0.08232, over 8453.42 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2844, pruned_loss=0.05947, over 2475743.68 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05475, over 18490.47 utterances.], batch size: 80, lr: 3.33e-04
2022-08-27 22:57:33,085 INFO [train.py:927] (7/8) Epoch 11, batch 23350, giga_loss[loss=0.194, simple_loss=0.2917, pruned_loss=0.04818, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2877, pruned_loss=0.06073, over 2474480.31 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05859, over 17396.60 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07014, over 2468511.97 frames. utt_duration=1159 frames, utt_pad_proportion=0.08517, over 8532.59 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2858, pruned_loss=0.05945, over 2475120.57 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05547, over 18414.19 utterances.], batch size: 146, lr: 3.33e-04
2022-08-27 22:59:13,898 INFO [train.py:927] (7/8) Epoch 11, batch 23400, giga_loss[loss=0.2306, simple_loss=0.3199, pruned_loss=0.07066, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.29, pruned_loss=0.06136, over 2474534.83 frames. utt_duration=569.9 frames, utt_pad_proportion=0.0569, over 17413.41 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.298, pruned_loss=0.07006, over 2468640.68 frames. utt_duration=1161 frames, utt_pad_proportion=0.08419, over 8514.67 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.0603, over 2475012.54 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05475, over 18341.07 utterances.], batch size: 146, lr: 3.33e-04
2022-08-27 23:01:00,486 INFO [train.py:927] (7/8) Epoch 11, batch 23450, giga_loss[loss=0.2145, simple_loss=0.2954, pruned_loss=0.06681, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.0284, over 39.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2949, pruned_loss=0.06452, over 2474596.78 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05401, over 17218.76 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2978, pruned_loss=0.06993, over 2468532.99 frames. utt_duration=1166 frames, utt_pad_proportion=0.08337, over 8478.16 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2938, pruned_loss=0.06368, over 2475148.50 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05262, over 18099.09 utterances.], batch size: 39, lr: 3.33e-04
2022-08-27 23:02:46,189 INFO [train.py:927] (7/8) Epoch 11, batch 23500, giga_loss[loss=0.237, simple_loss=0.3192, pruned_loss=0.07737, over 12336.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0348, over 51.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3006, pruned_loss=0.06767, over 2474405.43 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06174, over 18270.01 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2977, pruned_loss=0.06974, over 2468451.41 frames. utt_duration=1170 frames, utt_pad_proportion=0.0819, over 8451.37 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2998, pruned_loss=0.06707, over 2475067.01 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06081, over 19201.26 utterances.], batch size: 51, lr: 3.33e-04
2022-08-27 23:04:29,172 INFO [train.py:927] (7/8) Epoch 11, batch 23550, giga_loss[loss=0.3573, simple_loss=0.3932, pruned_loss=0.1606, over 12363.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.07276, over 2475555.87 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06552, over 18777.71 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2976, pruned_loss=0.06979, over 2468706.87 frames. utt_duration=1163 frames, utt_pad_proportion=0.08439, over 8501.07 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.0722, over 2475991.79 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06339, over 19684.16 utterances.], batch size: 371, lr: 3.33e-04
2022-08-27 23:06:13,768 INFO [train.py:927] (7/8) Epoch 11, batch 23600, giga_loss[loss=0.2158, simple_loss=0.2908, pruned_loss=0.0704, over 12367.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02742, over 28.00 utterances.], tot_loss[loss=0.234, simple_loss=0.313, pruned_loss=0.07747, over 2475213.25 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06464, over 19420.71 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2974, pruned_loss=0.06969, over 2469051.66 frames. utt_duration=1165 frames, utt_pad_proportion=0.08358, over 8491.25 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07722, over 2475401.63 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06316, over 20377.92 utterances.], batch size: 28, lr: 3.33e-04
2022-08-27 23:07:59,516 INFO [train.py:927] (7/8) Epoch 11, batch 23650, libri_loss[loss=0.1694, simple_loss=0.2574, pruned_loss=0.04075, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006659, over 31.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08145, over 2474848.35 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06544, over 20008.79 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2973, pruned_loss=0.06953, over 2468892.06 frames. utt_duration=1166 frames, utt_pad_proportion=0.08248, over 8480.63 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3177, pruned_loss=0.08169, over 2475318.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06446, over 21099.46 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 23:09:47,367 INFO [train.py:927] (7/8) Epoch 11, batch 23700, giga_loss[loss=0.2059, simple_loss=0.3002, pruned_loss=0.05579, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04411, over 26.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3214, pruned_loss=0.0848, over 2475294.61 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06186, over 19923.53 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2974, pruned_loss=0.06964, over 2469080.94 frames. utt_duration=1170 frames, utt_pad_proportion=0.08094, over 8451.99 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3223, pruned_loss=0.08515, over 2475633.52 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06164, over 21056.65 utterances.], batch size: 26, lr: 3.33e-04
2022-08-27 23:11:37,464 INFO [train.py:927] (7/8) Epoch 11, batch 23750, giga_loss[loss=0.2177, simple_loss=0.3003, pruned_loss=0.06758, over 12336.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3211, pruned_loss=0.08552, over 2474723.46 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06564, over 19679.72 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2974, pruned_loss=0.06965, over 2469166.15 frames. utt_duration=1171 frames, utt_pad_proportion=0.08031, over 8443.15 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3221, pruned_loss=0.086, over 2475002.86 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06545, over 20736.28 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 23:13:20,812 INFO [train.py:927] (7/8) Epoch 11, batch 23800, giga_loss[loss=0.2338, simple_loss=0.3228, pruned_loss=0.0724, over 12375.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08622, over 2474038.46 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06835, over 20472.69 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2976, pruned_loss=0.06966, over 2469023.02 frames. utt_duration=1175 frames, utt_pad_proportion=0.07947, over 8412.64 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3234, pruned_loss=0.08681, over 2474448.82 frames. utt_duration=462 frames, utt_pad_proportion=0.06835, over 21491.49 utterances.], batch size: 161, lr: 3.33e-04
2022-08-27 23:15:04,671 INFO [train.py:927] (7/8) Epoch 11, batch 23850, giga_loss[loss=0.209, simple_loss=0.2969, pruned_loss=0.06061, over 12326.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08671, over 2473438.84 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07307, over 20869.42 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2973, pruned_loss=0.06944, over 2468500.40 frames. utt_duration=1182 frames, utt_pad_proportion=0.07662, over 8365.62 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3256, pruned_loss=0.08856, over 2474612.52 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07362, over 22583.26 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 23:16:52,998 INFO [train.py:927] (7/8) Epoch 11, batch 23900, giga_loss[loss=0.2453, simple_loss=0.3224, pruned_loss=0.08405, over 12429.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03255, over 80.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3227, pruned_loss=0.08577, over 2473641.20 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07582, over 20857.55 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2973, pruned_loss=0.06953, over 2468596.15 frames. utt_duration=1172 frames, utt_pad_proportion=0.07999, over 8438.07 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3255, pruned_loss=0.08753, over 2474601.02 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07488, over 22431.36 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:18:39,189 INFO [train.py:927] (7/8) Epoch 11, batch 23950, libri_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08129, over 12474.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03197, over 46.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3199, pruned_loss=0.08266, over 2473296.61 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0717, over 19654.08 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2973, pruned_loss=0.06937, over 2468849.11 frames. utt_duration=1176 frames, utt_pad_proportion=0.07765, over 8411.01 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3231, pruned_loss=0.08477, over 2474027.58 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07195, over 21385.72 utterances.], batch size: 46, lr: 3.32e-04
2022-08-27 23:20:26,015 INFO [train.py:927] (7/8) Epoch 11, batch 24000, giga_loss[loss=0.2152, simple_loss=0.3012, pruned_loss=0.06459, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02518, over 54.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3174, pruned_loss=0.08115, over 2473339.94 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07347, over 20172.07 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2968, pruned_loss=0.06905, over 2468837.99 frames. utt_duration=1182 frames, utt_pad_proportion=0.07641, over 8368.19 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3209, pruned_loss=0.08342, over 2474033.60 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07398, over 21870.75 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:20:26,017 INFO [train.py:958] (7/8) Computing validation loss
2022-08-27 23:20:39,628 INFO [train.py:967] (7/8) Epoch 11, validation: loss=0.1756, simple_loss=0.2853, pruned_loss=0.0329, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 23:22:27,107 INFO [train.py:927] (7/8) Epoch 11, batch 24050, giga_loss[loss=0.2374, simple_loss=0.3168, pruned_loss=0.07899, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03739, over 113.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3173, pruned_loss=0.08171, over 2473699.10 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07503, over 20542.59 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2957, pruned_loss=0.06863, over 2469001.58 frames. utt_duration=1191 frames, utt_pad_proportion=0.07463, over 8301.45 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08432, over 2474235.60 frames. utt_duration=444.1 frames, utt_pad_proportion=0.0759, over 22357.61 utterances.], batch size: 113, lr: 3.32e-04
2022-08-27 23:24:18,265 INFO [train.py:927] (7/8) Epoch 11, batch 24100, giga_loss[loss=0.2687, simple_loss=0.3456, pruned_loss=0.09587, over 12268.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02776, over 54.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3182, pruned_loss=0.08031, over 2474583.48 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06833, over 19990.12 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2958, pruned_loss=0.06865, over 2469081.57 frames. utt_duration=1190 frames, utt_pad_proportion=0.07462, over 8311.94 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3217, pruned_loss=0.08239, over 2474952.07 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06947, over 21457.51 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:26:03,714 INFO [train.py:927] (7/8) Epoch 11, batch 24150, giga_loss[loss=0.2499, simple_loss=0.3296, pruned_loss=0.08509, over 12439.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3185, pruned_loss=0.0795, over 2474098.05 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07091, over 20291.03 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.296, pruned_loss=0.0687, over 2468719.81 frames. utt_duration=1195 frames, utt_pad_proportion=0.0736, over 8276.95 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3218, pruned_loss=0.08147, over 2474911.69 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07201, over 21893.78 utterances.], batch size: 134, lr: 3.32e-04
2022-08-27 23:27:50,996 INFO [train.py:927] (7/8) Epoch 11, batch 24200, giga_loss[loss=0.2398, simple_loss=0.3203, pruned_loss=0.07964, over 12367.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3176, pruned_loss=0.07926, over 2474021.07 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07201, over 20375.84 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2961, pruned_loss=0.06862, over 2468745.67 frames. utt_duration=1194 frames, utt_pad_proportion=0.07293, over 8281.37 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3211, pruned_loss=0.08129, over 2474859.04 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07304, over 22093.89 utterances.], batch size: 97, lr: 3.32e-04
2022-08-27 23:29:35,957 INFO [train.py:927] (7/8) Epoch 11, batch 24250, giga_loss[loss=0.254, simple_loss=0.3111, pruned_loss=0.09842, over 12351.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3159, pruned_loss=0.07945, over 2473926.84 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07158, over 20555.85 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2962, pruned_loss=0.06874, over 2468517.81 frames. utt_duration=1196 frames, utt_pad_proportion=0.0719, over 8263.78 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3189, pruned_loss=0.08115, over 2474889.45 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07272, over 22146.91 utterances.], batch size: 363, lr: 3.32e-04
2022-08-27 23:31:19,178 INFO [train.py:927] (7/8) Epoch 11, batch 24300, giga_loss[loss=0.1929, simple_loss=0.2782, pruned_loss=0.05381, over 12172.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04002, over 33.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3154, pruned_loss=0.07867, over 2474339.00 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06988, over 20575.42 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2963, pruned_loss=0.06875, over 2468714.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07113, over 8256.90 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3179, pruned_loss=0.08016, over 2475000.25 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07114, over 22007.04 utterances.], batch size: 33, lr: 3.32e-04
2022-08-27 23:33:03,692 INFO [train.py:927] (7/8) Epoch 11, batch 24350, giga_loss[loss=0.2398, simple_loss=0.3129, pruned_loss=0.08338, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3142, pruned_loss=0.07797, over 2474583.88 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06882, over 20691.90 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.296, pruned_loss=0.06862, over 2468598.99 frames. utt_duration=1200 frames, utt_pad_proportion=0.07046, over 8235.78 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3168, pruned_loss=0.07943, over 2475321.35 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07008, over 22065.40 utterances.], batch size: 161, lr: 3.32e-04
2022-08-27 23:34:46,700 INFO [train.py:927] (7/8) Epoch 11, batch 24400, libri_loss[loss=0.1934, simple_loss=0.27, pruned_loss=0.05839, over 12442.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007374, over 32.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3124, pruned_loss=0.07717, over 2474942.15 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06566, over 20439.03 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2957, pruned_loss=0.06845, over 2469014.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.06834, over 8189.20 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3154, pruned_loss=0.07884, over 2475347.05 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06755, over 22054.17 utterances.], batch size: 32, lr: 3.32e-04
2022-08-27 23:36:31,516 INFO [train.py:927] (7/8) Epoch 11, batch 24450, giga_loss[loss=0.2322, simple_loss=0.3075, pruned_loss=0.07849, over 12410.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04764, over 161.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07736, over 2474133.62 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07143, over 20826.94 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2957, pruned_loss=0.06843, over 2468890.73 frames. utt_duration=1211 frames, utt_pad_proportion=0.06738, over 8163.54 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07889, over 2474687.45 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07291, over 22370.94 utterances.], batch size: 161, lr: 3.32e-04
2022-08-27 23:38:17,480 INFO [train.py:927] (7/8) Epoch 11, batch 24500, libri_loss[loss=0.1892, simple_loss=0.2729, pruned_loss=0.05277, over 12185.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008978, over 30.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07726, over 2473690.72 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07077, over 20637.04 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2955, pruned_loss=0.0682, over 2468645.45 frames. utt_duration=1216 frames, utt_pad_proportion=0.06608, over 8133.95 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3129, pruned_loss=0.07903, over 2474557.67 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07251, over 22378.35 utterances.], batch size: 30, lr: 3.32e-04
2022-08-27 23:40:02,153 INFO [train.py:927] (7/8) Epoch 11, batch 24550, giga_loss[loss=0.2362, simple_loss=0.3174, pruned_loss=0.07748, over 12346.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03083, over 85.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3108, pruned_loss=0.07792, over 2473841.94 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07692, over 21611.02 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06816, over 2468443.58 frames. utt_duration=1220 frames, utt_pad_proportion=0.0654, over 8106.05 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3135, pruned_loss=0.07948, over 2474767.32 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07808, over 23179.09 utterances.], batch size: 85, lr: 3.32e-04
2022-08-27 23:41:43,584 INFO [train.py:927] (7/8) Epoch 11, batch 24600, giga_loss[loss=0.2215, simple_loss=0.3121, pruned_loss=0.06545, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.0339, over 62.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.0777, over 2473150.85 frames. utt_duration=467.1 frames, utt_pad_proportion=0.0748, over 21243.56 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2949, pruned_loss=0.06788, over 2467908.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06448, over 8072.25 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07933, over 2474465.15 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07621, over 22752.71 utterances.], batch size: 62, lr: 3.32e-04
2022-08-27 23:43:27,651 INFO [train.py:927] (7/8) Epoch 11, batch 24650, giga_loss[loss=0.2378, simple_loss=0.3145, pruned_loss=0.08058, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03783, over 37.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3116, pruned_loss=0.07795, over 2473354.77 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07779, over 21580.04 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2947, pruned_loss=0.0678, over 2467905.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06403, over 8057.59 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07941, over 2474439.68 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07892, over 22906.83 utterances.], batch size: 37, lr: 3.32e-04
2022-08-27 23:45:13,059 INFO [train.py:927] (7/8) Epoch 11, batch 24700, giga_loss[loss=0.2506, simple_loss=0.3187, pruned_loss=0.09124, over 12285.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02649, over 54.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3138, pruned_loss=0.08048, over 2473894.53 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07944, over 22014.84 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2948, pruned_loss=0.06804, over 2467987.24 frames. utt_duration=1229 frames, utt_pad_proportion=0.06308, over 8042.52 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.316, pruned_loss=0.08163, over 2474795.56 frames. utt_duration=425.4 frames, utt_pad_proportion=0.08064, over 23351.42 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:46:54,076 INFO [train.py:927] (7/8) Epoch 11, batch 24750, libri_loss[loss=0.1998, simple_loss=0.2812, pruned_loss=0.05916, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007081, over 32.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3142, pruned_loss=0.08145, over 2473795.61 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07759, over 21289.73 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2949, pruned_loss=0.06821, over 2467594.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06212, over 8019.68 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3166, pruned_loss=0.0827, over 2475123.28 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07917, over 22896.29 utterances.], batch size: 32, lr: 3.32e-04
2022-08-27 23:48:34,935 INFO [train.py:927] (7/8) Epoch 11, batch 24800, giga_loss[loss=0.208, simple_loss=0.3017, pruned_loss=0.05713, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03113, over 42.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3125, pruned_loss=0.07994, over 2473820.28 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07493, over 20522.73 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2949, pruned_loss=0.06811, over 2467583.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.06169, over 8003.53 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3146, pruned_loss=0.08112, over 2474921.91 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07657, over 21921.25 utterances.], batch size: 42, lr: 3.32e-04
2022-08-27 23:50:16,977 INFO [train.py:927] (7/8) Epoch 11, batch 24850, giga_loss[loss=0.2193, simple_loss=0.2871, pruned_loss=0.07575, over 12349.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3119, pruned_loss=0.07884, over 2474480.19 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07608, over 21016.26 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2949, pruned_loss=0.06821, over 2467889.01 frames. utt_duration=1232 frames, utt_pad_proportion=0.06136, over 8020.71 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07999, over 2475240.89 frames. utt_duration=442.1 frames, utt_pad_proportion=0.0775, over 22469.83 utterances.], batch size: 366, lr: 3.32e-04
2022-08-27 23:52:03,267 INFO [train.py:927] (7/8) Epoch 11, batch 24900, giga_loss[loss=0.2654, simple_loss=0.3373, pruned_loss=0.09676, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06036, over 182.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07887, over 2474224.74 frames. utt_duration=461 frames, utt_pad_proportion=0.07892, over 21534.84 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.295, pruned_loss=0.06827, over 2467795.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06085, over 8014.52 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3125, pruned_loss=0.07982, over 2474963.10 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08008, over 22800.55 utterances.], batch size: 182, lr: 3.32e-04
2022-08-27 23:53:44,691 INFO [train.py:927] (7/8) Epoch 11, batch 24950, giga_loss[loss=0.2697, simple_loss=0.3341, pruned_loss=0.1027, over 12401.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07763, over 213.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3119, pruned_loss=0.07948, over 2473313.06 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0749, over 20649.46 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2952, pruned_loss=0.06843, over 2467548.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.05915, over 7992.52 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3137, pruned_loss=0.08048, over 2474359.38 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07688, over 22169.85 utterances.], batch size: 213, lr: 3.32e-04
2022-08-27 23:55:30,250 INFO [train.py:927] (7/8) Epoch 11, batch 25000, giga_loss[loss=0.205, simple_loss=0.301, pruned_loss=0.05447, over 12260.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02585, over 54.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3155, pruned_loss=0.08008, over 2473540.35 frames. utt_duration=463 frames, utt_pad_proportion=0.07641, over 21439.15 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2947, pruned_loss=0.06819, over 2467244.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.05803, over 7942.34 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3179, pruned_loss=0.0814, over 2474810.61 frames. utt_duration=431 frames, utt_pad_proportion=0.07829, over 23046.14 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:57:13,583 INFO [train.py:927] (7/8) Epoch 11, batch 25050, giga_loss[loss=0.2119, simple_loss=0.2931, pruned_loss=0.06529, over 12442.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04465, over 34.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3168, pruned_loss=0.08077, over 2473214.83 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07409, over 20615.65 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2952, pruned_loss=0.06846, over 2467282.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.0567, over 7928.25 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3188, pruned_loss=0.08192, over 2474380.67 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07637, over 22273.04 utterances.], batch size: 34, lr: 3.32e-04
2022-08-27 23:59:02,309 INFO [train.py:927] (7/8) Epoch 11, batch 25100, giga_loss[loss=0.2024, simple_loss=0.28, pruned_loss=0.06239, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04156, over 26.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08118, over 2473144.91 frames. utt_duration=468 frames, utt_pad_proportion=0.08317, over 21202.76 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2951, pruned_loss=0.0684, over 2467167.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.05594, over 7907.78 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08235, over 2474290.45 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08468, over 22756.56 utterances.], batch size: 26, lr: 3.32e-04
2022-08-28 00:00:46,341 INFO [train.py:927] (7/8) Epoch 11, batch 25150, giga_loss[loss=0.2175, simple_loss=0.2883, pruned_loss=0.0733, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03421, over 37.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3144, pruned_loss=0.08065, over 2473762.11 frames. utt_duration=481.2 frames, utt_pad_proportion=0.0761, over 20624.25 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2951, pruned_loss=0.0683, over 2467405.89 frames. utt_duration=1250 frames, utt_pad_proportion=0.05515, over 7905.64 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3164, pruned_loss=0.08191, over 2474584.42 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07817, over 22089.92 utterances.], batch size: 37, lr: 3.32e-04
2022-08-28 00:02:31,317 INFO [train.py:927] (7/8) Epoch 11, batch 25200, libri_loss[loss=0.1689, simple_loss=0.2465, pruned_loss=0.04564, over 12480.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00806, over 29.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08086, over 2473761.93 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07096, over 19916.40 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.295, pruned_loss=0.06827, over 2467705.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.05439, over 7900.48 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3162, pruned_loss=0.08212, over 2474252.77 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07334, over 21299.82 utterances.], batch size: 29, lr: 3.32e-04
2022-08-28 00:04:14,436 INFO [train.py:927] (7/8) Epoch 11, batch 25250, giga_loss[loss=0.248, simple_loss=0.3122, pruned_loss=0.09194, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03379, over 42.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3122, pruned_loss=0.08002, over 2473915.43 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07388, over 19302.55 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2949, pruned_loss=0.06826, over 2467915.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.05817, over 7966.64 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3144, pruned_loss=0.08134, over 2474285.23 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07448, over 20659.05 utterances.], batch size: 42, lr: 3.32e-04
2022-08-28 00:05:55,749 INFO [train.py:927] (7/8) Epoch 11, batch 25300, giga_loss[loss=0.2611, simple_loss=0.3328, pruned_loss=0.09473, over 12401.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07752, over 213.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3121, pruned_loss=0.0798, over 2474269.68 frames. utt_duration=500 frames, utt_pad_proportion=0.077, over 19852.36 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.295, pruned_loss=0.06833, over 2468161.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06522, over 8093.28 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3145, pruned_loss=0.08125, over 2474582.10 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07529, over 21269.54 utterances.], batch size: 213, lr: 3.32e-04
2022-08-28 00:07:38,165 INFO [train.py:927] (7/8) Epoch 11, batch 25350, giga_loss[loss=0.2408, simple_loss=0.3314, pruned_loss=0.07514, over 12379.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0305, over 97.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3133, pruned_loss=0.07977, over 2474572.25 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07728, over 20012.77 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.295, pruned_loss=0.06823, over 2468356.57 frames. utt_duration=1220 frames, utt_pad_proportion=0.0643, over 8102.53 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08131, over 2474803.89 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07632, over 21435.21 utterances.], batch size: 97, lr: 3.32e-04
2022-08-28 00:09:24,436 INFO [train.py:927] (7/8) Epoch 11, batch 25400, giga_loss[loss=0.2292, simple_loss=0.3164, pruned_loss=0.07103, over 12428.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05476, over 162.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07897, over 2474757.37 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07345, over 19478.32 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2948, pruned_loss=0.06812, over 2468220.11 frames. utt_duration=1221 frames, utt_pad_proportion=0.0636, over 8096.02 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.316, pruned_loss=0.08059, over 2475213.81 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07321, over 20931.61 utterances.], batch size: 162, lr: 3.32e-04
2022-08-28 00:11:09,624 INFO [train.py:927] (7/8) Epoch 11, batch 25450, libri_loss[loss=0.1992, simple_loss=0.2828, pruned_loss=0.05776, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006533, over 32.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.315, pruned_loss=0.07777, over 2474297.18 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07156, over 19005.99 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2947, pruned_loss=0.06813, over 2468113.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06244, over 8066.94 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3175, pruned_loss=0.07927, over 2474932.11 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07196, over 20446.97 utterances.], batch size: 32, lr: 3.32e-04
2022-08-28 00:12:53,482 INFO [train.py:927] (7/8) Epoch 11, batch 25500, libri_loss[loss=0.2148, simple_loss=0.3054, pruned_loss=0.06216, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007731, over 37.00 utterances.], tot_loss[loss=0.239, simple_loss=0.318, pruned_loss=0.08003, over 2473828.01 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0733, over 19324.68 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2945, pruned_loss=0.06803, over 2467948.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.0662, over 8113.87 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3206, pruned_loss=0.08157, over 2474633.88 frames. utt_duration=480 frames, utt_pad_proportion=0.0722, over 20686.15 utterances.], batch size: 37, lr: 3.32e-04
2022-08-28 00:14:37,387 INFO [train.py:927] (7/8) Epoch 11, batch 25550, giga_loss[loss=0.2362, simple_loss=0.3083, pruned_loss=0.08206, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3184, pruned_loss=0.0808, over 2474581.24 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06935, over 19182.34 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2946, pruned_loss=0.06808, over 2468271.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06472, over 8078.92 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3211, pruned_loss=0.0823, over 2475108.46 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06923, over 20596.84 utterances.], batch size: 97, lr: 3.32e-04
2022-08-28 00:16:20,074 INFO [train.py:927] (7/8) Epoch 11, batch 25600, giga_loss[loss=0.2425, simple_loss=0.3368, pruned_loss=0.07411, over 12398.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02907, over 58.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3189, pruned_loss=0.0805, over 2474926.58 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07212, over 20097.65 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.06794, over 2468058.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.064, over 8059.87 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3216, pruned_loss=0.08198, over 2475615.80 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07211, over 21381.61 utterances.], batch size: 58, lr: 3.32e-04
2022-08-28 00:18:04,901 INFO [train.py:927] (7/8) Epoch 11, batch 25650, giga_loss[loss=0.223, simple_loss=0.3149, pruned_loss=0.06554, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3183, pruned_loss=0.0793, over 2474635.98 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06927, over 19321.09 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.294, pruned_loss=0.06786, over 2467790.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.06244, over 8013.46 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3215, pruned_loss=0.08094, over 2475657.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07001, over 20758.28 utterances.], batch size: 62, lr: 3.31e-04
2022-08-28 00:19:47,969 INFO [train.py:927] (7/8) Epoch 11, batch 25700, giga_loss[loss=0.1829, simple_loss=0.2761, pruned_loss=0.04482, over 12310.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03143, over 28.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3181, pruned_loss=0.07967, over 2474816.73 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06861, over 18775.92 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2941, pruned_loss=0.06806, over 2467777.28 frames. utt_duration=1237 frames, utt_pad_proportion=0.06135, over 7986.43 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3211, pruned_loss=0.08106, over 2475798.78 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06974, over 20194.10 utterances.], batch size: 28, lr: 3.31e-04
2022-08-28 00:21:33,582 INFO [train.py:927] (7/8) Epoch 11, batch 25750, libri_loss[loss=0.2265, simple_loss=0.2951, pruned_loss=0.07894, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006595, over 33.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.317, pruned_loss=0.08039, over 2475173.21 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07532, over 19943.53 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2943, pruned_loss=0.06833, over 2467725.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06567, over 8048.87 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3196, pruned_loss=0.08143, over 2476115.13 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07455, over 21176.43 utterances.], batch size: 33, lr: 3.31e-04
2022-08-28 00:23:18,913 INFO [train.py:927] (7/8) Epoch 11, batch 25800, giga_loss[loss=0.2356, simple_loss=0.3125, pruned_loss=0.07939, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3147, pruned_loss=0.0804, over 2474547.45 frames. utt_duration=496.1 frames, utt_pad_proportion=0.08264, over 20009.99 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.0684, over 2467933.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.06515, over 8058.38 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3178, pruned_loss=0.08175, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 3.31e-04
2022-08-28 00:24:59,380 INFO [train.py:927] (7/8) Epoch 11, batch 25850, giga_loss[loss=0.1994, simple_loss=0.2882, pruned_loss=0.05526, over 12380.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03326, over 104.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3133, pruned_loss=0.07976, over 2474378.04 frames. utt_duration=466.2 frames, utt_pad_proportion=0.08761, over 21295.09 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2943, pruned_loss=0.06839, over 2467889.18 frames. utt_duration=1229 frames, utt_pad_proportion=0.06428, over 8043.27 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08107, over 2475278.36 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0873, over 22781.48 utterances.], batch size: 104, lr: 3.31e-04
2022-08-28 00:26:38,618 INFO [train.py:927] (7/8) Epoch 11, batch 25900, giga_loss[loss=0.2397, simple_loss=0.3006, pruned_loss=0.08943, over 12357.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3113, pruned_loss=0.07749, over 2474703.96 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08662, over 22024.64 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06844, over 2467593.06 frames. utt_duration=1231 frames, utt_pad_proportion=0.06343, over 8025.26 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.07872, over 2475849.45 frames. utt_duration=422 frames, utt_pad_proportion=0.08685, over 23549.03 utterances.], batch size: 367, lr: 3.31e-04
2022-08-28 00:28:29,231 INFO [train.py:927] (7/8) Epoch 11, batch 25950, giga_loss[loss=0.2153, simple_loss=0.2785, pruned_loss=0.07601, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02947, over 45.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3099, pruned_loss=0.07657, over 2474710.75 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08296, over 21604.42 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06845, over 2467779.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06248, over 8000.96 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3123, pruned_loss=0.07769, over 2475571.68 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08376, over 23083.95 utterances.], batch size: 45, lr: 3.31e-04
2022-08-28 00:30:10,619 INFO [train.py:927] (7/8) Epoch 11, batch 26000, giga_loss[loss=0.2047, simple_loss=0.2852, pruned_loss=0.0621, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.308, pruned_loss=0.07566, over 2474496.25 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08154, over 21163.21 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2941, pruned_loss=0.06823, over 2467773.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.06154, over 7977.13 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3104, pruned_loss=0.07689, over 2475317.02 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08269, over 22609.55 utterances.], batch size: 37, lr: 3.31e-04
2022-08-28 00:31:52,070 INFO [train.py:927] (7/8) Epoch 11, batch 26050, giga_loss[loss=0.2554, simple_loss=0.3323, pruned_loss=0.08929, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04199, over 113.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3113, pruned_loss=0.07783, over 2473984.89 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08097, over 22029.45 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2945, pruned_loss=0.06845, over 2467721.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.06135, over 7989.36 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.313, pruned_loss=0.07867, over 2474729.35 frames. utt_duration=426.8 frames, utt_pad_proportion=0.082, over 23273.21 utterances.], batch size: 113, lr: 3.31e-04
2022-08-28 00:33:34,923 INFO [train.py:927] (7/8) Epoch 11, batch 26100, giga_loss[loss=0.2325, simple_loss=0.308, pruned_loss=0.07854, over 12264.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02772, over 54.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3128, pruned_loss=0.07939, over 2473987.23 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08624, over 23177.91 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2944, pruned_loss=0.06835, over 2467757.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.06045, over 7960.74 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08032, over 2474660.54 frames. utt_duration=406.4 frames, utt_pad_proportion=0.08712, over 24446.11 utterances.], batch size: 54, lr: 3.31e-04
2022-08-28 00:35:27,455 INFO [train.py:927] (7/8) Epoch 11, batch 26150, giga_loss[loss=0.2497, simple_loss=0.3343, pruned_loss=0.08259, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03678, over 133.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08091, over 2473956.96 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08855, over 23055.58 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2951, pruned_loss=0.06888, over 2467961.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.0726, over 8202.46 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.0814, over 2474422.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08551, over 24176.86 utterances.], batch size: 133, lr: 3.31e-04
2022-08-28 00:36:13,778 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-28 00:38:40,101 INFO [train.py:927] (7/8) Epoch 12, batch 50, giga_loss[loss=0.2336, simple_loss=0.3082, pruned_loss=0.07952, over 12372.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3189, pruned_loss=0.07155, over 548021.03 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07117, over 4493.40 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.3, pruned_loss=0.0608, over 60732.99 frames. utt_duration=1396 frames, utt_pad_proportion=0.0104, over 174.21 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3209, pruned_loss=0.0727, over 499603.37 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07335, over 4376.99 utterances.], batch size: 258, lr: 3.23e-04
2022-08-28 00:40:20,763 INFO [train.py:927] (7/8) Epoch 12, batch 100, giga_loss[loss=0.1602, simple_loss=0.2475, pruned_loss=0.03643, over 12400.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06072, over 975304.85 frames. utt_duration=547.9 frames, utt_pad_proportion=0.07207, over 7139.49 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2991, pruned_loss=0.05859, over 132122.32 frames. utt_duration=1162 frames, utt_pad_proportion=0.1056, over 455.44 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.296, pruned_loss=0.06109, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 66, lr: 3.23e-04
2022-08-28 00:42:02,376 INFO [train.py:927] (7/8) Epoch 12, batch 150, giga_loss[loss=0.1938, simple_loss=0.2655, pruned_loss=0.06101, over 12371.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2822, pruned_loss=0.05503, over 1308058.73 frames. utt_duration=537.9 frames, utt_pad_proportion=0.07183, over 9753.86 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.301, pruned_loss=0.05863, over 189943.63 frames. utt_duration=1061 frames, utt_pad_proportion=0.1333, over 716.91 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2803, pruned_loss=0.05485, over 1211136.85 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06792, over 9551.37 utterances.], batch size: 257, lr: 3.23e-04
2022-08-28 00:43:40,747 INFO [train.py:927] (7/8) Epoch 12, batch 200, giga_loss[loss=0.1822, simple_loss=0.2639, pruned_loss=0.05026, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2708, pruned_loss=0.05036, over 1566278.03 frames. utt_duration=541.4 frames, utt_pad_proportion=0.07014, over 11604.22 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2948, pruned_loss=0.056, over 279846.81 frames. utt_duration=1079 frames, utt_pad_proportion=0.1311, over 1038.66 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2684, pruned_loss=0.04999, over 1450548.50 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06566, over 11494.32 utterances.], batch size: 133, lr: 3.23e-04
2022-08-28 00:45:20,949 INFO [train.py:927] (7/8) Epoch 12, batch 250, giga_loss[loss=0.1935, simple_loss=0.2697, pruned_loss=0.05863, over 12352.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02916, over 70.00 utterances.], tot_loss[loss=0.1808, simple_loss=0.2651, pruned_loss=0.04823, over 1767553.30 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06279, over 12825.04 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2943, pruned_loss=0.05656, over 334031.07 frames. utt_duration=1094 frames, utt_pad_proportion=0.1185, over 1222.90 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2622, pruned_loss=0.04751, over 1657387.09 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05964, over 12828.12 utterances.], batch size: 70, lr: 3.23e-04
2022-08-28 00:47:07,297 INFO [train.py:927] (7/8) Epoch 12, batch 300, giga_loss[loss=0.1728, simple_loss=0.2542, pruned_loss=0.04576, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03516, over 37.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2607, pruned_loss=0.04707, over 1924003.57 frames. utt_duration=531 frames, utt_pad_proportion=0.06562, over 14534.47 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2929, pruned_loss=0.05671, over 365713.36 frames. utt_duration=1127 frames, utt_pad_proportion=0.1112, over 1299.24 utterances.], giga_tot_loss[loss=0.1753, simple_loss=0.2581, pruned_loss=0.04629, over 1828858.72 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06371, over 14639.69 utterances.], batch size: 37, lr: 3.23e-04
2022-08-28 00:48:48,450 INFO [train.py:927] (7/8) Epoch 12, batch 350, giga_loss[loss=0.1505, simple_loss=0.2246, pruned_loss=0.0382, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.175, simple_loss=0.2582, pruned_loss=0.04592, over 2045925.80 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06175, over 15025.29 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2918, pruned_loss=0.05588, over 417541.64 frames. utt_duration=1133 frames, utt_pad_proportion=0.1023, over 1476.57 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2554, pruned_loss=0.04516, over 1959455.43 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06053, over 15250.82 utterances.], batch size: 58, lr: 3.23e-04
2022-08-28 00:50:28,217 INFO [train.py:927] (7/8) Epoch 12, batch 400, giga_loss[loss=0.1497, simple_loss=0.2385, pruned_loss=0.03045, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.1715, simple_loss=0.2546, pruned_loss=0.04419, over 2140545.17 frames. utt_duration=524.6 frames, utt_pad_proportion=0.0714, over 16368.01 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2921, pruned_loss=0.05622, over 478040.10 frames. utt_duration=1097 frames, utt_pad_proportion=0.1146, over 1746.06 utterances.], giga_tot_loss[loss=0.1687, simple_loss=0.2512, pruned_loss=0.04316, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 3.23e-04
2022-08-28 00:52:09,689 INFO [train.py:927] (7/8) Epoch 12, batch 450, giga_loss[loss=0.1374, simple_loss=0.2166, pruned_loss=0.02912, over 12432.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04146, over 31.00 utterances.], tot_loss[loss=0.1671, simple_loss=0.25, pruned_loss=0.04212, over 2214617.19 frames. utt_duration=531.1 frames, utt_pad_proportion=0.0692, over 16727.25 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2925, pruned_loss=0.05607, over 507820.01 frames. utt_duration=1108 frames, utt_pad_proportion=0.1093, over 1835.43 utterances.], giga_tot_loss[loss=0.1644, simple_loss=0.2465, pruned_loss=0.04111, over 2148138.14 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06737, over 17090.58 utterances.], batch size: 31, lr: 3.23e-04
2022-08-28 00:53:49,575 INFO [train.py:927] (7/8) Epoch 12, batch 500, giga_loss[loss=0.2114, simple_loss=0.3016, pruned_loss=0.06056, over 12393.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02376, over 66.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.2574, pruned_loss=0.04546, over 2272118.70 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06551, over 17040.74 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2915, pruned_loss=0.05541, over 565688.66 frames. utt_duration=1144 frames, utt_pad_proportion=0.09987, over 1980.40 utterances.], giga_tot_loss[loss=0.1715, simple_loss=0.254, pruned_loss=0.04455, over 2213014.37 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06471, over 17619.39 utterances.], batch size: 66, lr: 3.23e-04
2022-08-28 00:55:31,788 INFO [train.py:927] (7/8) Epoch 12, batch 550, giga_loss[loss=0.2383, simple_loss=0.3276, pruned_loss=0.07445, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2694, pruned_loss=0.05113, over 2317557.14 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06547, over 17010.92 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05453, over 612539.34 frames. utt_duration=1170 frames, utt_pad_proportion=0.09335, over 2096.65 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2669, pruned_loss=0.05056, over 2266728.28 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06521, over 17694.08 utterances.], batch size: 62, lr: 3.23e-04
2022-08-28 00:57:14,830 INFO [train.py:927] (7/8) Epoch 12, batch 600, giga_loss[loss=0.208, simple_loss=0.2978, pruned_loss=0.05913, over 12377.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05548, over 162.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2765, pruned_loss=0.05355, over 2351757.59 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06955, over 18272.86 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2895, pruned_loss=0.0547, over 621751.64 frames. utt_duration=1173 frames, utt_pad_proportion=0.09186, over 2123.16 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2746, pruned_loss=0.0531, over 2311467.45 frames. utt_duration=492 frames, utt_pad_proportion=0.06934, over 18850.98 utterances.], batch size: 162, lr: 3.23e-04
2022-08-28 00:58:54,869 INFO [train.py:927] (7/8) Epoch 12, batch 650, giga_loss[loss=0.2283, simple_loss=0.3041, pruned_loss=0.07621, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03416, over 28.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2811, pruned_loss=0.05496, over 2378822.67 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06623, over 18010.72 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2916, pruned_loss=0.05529, over 676514.99 frames. utt_duration=1189 frames, utt_pad_proportion=0.08399, over 2278.48 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2788, pruned_loss=0.05446, over 2343723.22 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06679, over 18773.99 utterances.], batch size: 28, lr: 3.23e-04
2022-08-28 01:00:38,756 INFO [train.py:927] (7/8) Epoch 12, batch 700, giga_loss[loss=0.2028, simple_loss=0.2975, pruned_loss=0.05403, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05698, over 2400807.43 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06385, over 17506.49 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2899, pruned_loss=0.05492, over 730040.62 frames. utt_duration=1206 frames, utt_pad_proportion=0.07815, over 2423.50 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2832, pruned_loss=0.05672, over 2370155.85 frames. utt_duration=516.9 frames, utt_pad_proportion=0.0649, over 18395.63 utterances.], batch size: 105, lr: 3.23e-04
2022-08-28 01:02:25,717 INFO [train.py:927] (7/8) Epoch 12, batch 750, libri_loss[loss=0.1981, simple_loss=0.283, pruned_loss=0.05665, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005327, over 35.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2905, pruned_loss=0.05972, over 2417335.73 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06538, over 17876.35 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05519, over 781864.38 frames. utt_duration=1195 frames, utt_pad_proportion=0.07721, over 2620.22 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2892, pruned_loss=0.05955, over 2390870.31 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06609, over 18816.79 utterances.], batch size: 35, lr: 3.23e-04
2022-08-28 01:04:07,306 INFO [train.py:927] (7/8) Epoch 12, batch 800, libri_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05858, over 12313.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.06455, over 51.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2933, pruned_loss=0.06022, over 2428856.73 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06665, over 17696.64 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2903, pruned_loss=0.05545, over 839837.80 frames. utt_duration=1191 frames, utt_pad_proportion=0.07376, over 2824.91 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2922, pruned_loss=0.06016, over 2406268.83 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06748, over 18740.19 utterances.], batch size: 51, lr: 3.23e-04
2022-08-28 01:05:49,078 INFO [train.py:927] (7/8) Epoch 12, batch 850, giga_loss[loss=0.2022, simple_loss=0.2975, pruned_loss=0.05339, over 12292.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02566, over 54.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05954, over 2438165.87 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06515, over 17485.56 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2895, pruned_loss=0.05523, over 855990.92 frames. utt_duration=1199 frames, utt_pad_proportion=0.07231, over 2859.55 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2933, pruned_loss=0.05959, over 2420175.23 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06604, over 18400.02 utterances.], batch size: 54, lr: 3.23e-04
2022-08-28 01:07:29,962 INFO [train.py:927] (7/8) Epoch 12, batch 900, giga_loss[loss=0.2113, simple_loss=0.2992, pruned_loss=0.06174, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02496, over 45.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2946, pruned_loss=0.05919, over 2446063.75 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06383, over 17157.38 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2907, pruned_loss=0.05583, over 880184.57 frames. utt_duration=1168 frames, utt_pad_proportion=0.08279, over 3019.43 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05909, over 2431385.77 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06285, over 17939.54 utterances.], batch size: 45, lr: 3.23e-04
2022-08-28 01:09:10,534 INFO [train.py:927] (7/8) Epoch 12, batch 950, giga_loss[loss=0.2008, simple_loss=0.2929, pruned_loss=0.05433, over 12114.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03776, over 30.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06186, over 2452279.43 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06344, over 16916.12 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2895, pruned_loss=0.05581, over 935218.86 frames. utt_duration=1188 frames, utt_pad_proportion=0.07757, over 3152.05 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2959, pruned_loss=0.06192, over 2439570.37 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06327, over 17859.23 utterances.], batch size: 30, lr: 3.23e-04
2022-08-28 01:10:54,587 INFO [train.py:927] (7/8) Epoch 12, batch 1000, giga_loss[loss=0.2063, simple_loss=0.2873, pruned_loss=0.0627, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2959, pruned_loss=0.06242, over 2456606.49 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05957, over 16561.44 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2889, pruned_loss=0.05531, over 1003023.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.07133, over 3327.81 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2963, pruned_loss=0.06292, over 2445562.57 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06048, over 17718.91 utterances.], batch size: 123, lr: 3.22e-04
2022-08-28 01:12:35,435 INFO [train.py:927] (7/8) Epoch 12, batch 1050, giga_loss[loss=0.1924, simple_loss=0.2816, pruned_loss=0.05164, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2943, pruned_loss=0.06188, over 2459929.99 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05725, over 16081.51 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.0552, over 1024838.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.06953, over 3372.68 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2949, pruned_loss=0.06239, over 2451142.50 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0584, over 17130.60 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 01:14:19,591 INFO [train.py:927] (7/8) Epoch 12, batch 1100, giga_loss[loss=0.1918, simple_loss=0.2819, pruned_loss=0.05089, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2936, pruned_loss=0.06153, over 2462753.84 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05759, over 16604.09 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05594, over 1039227.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.06832, over 3409.88 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2938, pruned_loss=0.06171, over 2455788.80 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0586, over 17504.64 utterances.], batch size: 113, lr: 3.22e-04
2022-08-28 01:16:03,226 INFO [train.py:927] (7/8) Epoch 12, batch 1150, giga_loss[loss=0.1984, simple_loss=0.2653, pruned_loss=0.06575, over 12335.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2908, pruned_loss=0.0605, over 2465572.42 frames. utt_duration=581 frames, utt_pad_proportion=0.05857, over 17018.22 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2886, pruned_loss=0.05589, over 1088070.62 frames. utt_duration=1236 frames, utt_pad_proportion=0.06522, over 3526.68 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2913, pruned_loss=0.06081, over 2460248.43 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05968, over 18060.55 utterances.], batch size: 371, lr: 3.22e-04
2022-08-28 01:17:44,080 INFO [train.py:927] (7/8) Epoch 12, batch 1200, giga_loss[loss=0.1984, simple_loss=0.2828, pruned_loss=0.05704, over 12440.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04443, over 134.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2879, pruned_loss=0.05956, over 2467523.04 frames. utt_duration=549.2 frames, utt_pad_proportion=0.0611, over 18021.37 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05599, over 1121897.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.07135, over 3686.91 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2881, pruned_loss=0.05985, over 2463534.96 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06061, over 19028.94 utterances.], batch size: 134, lr: 3.22e-04
2022-08-28 01:19:27,067 INFO [train.py:927] (7/8) Epoch 12, batch 1250, giga_loss[loss=0.1814, simple_loss=0.2731, pruned_loss=0.04481, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2881, pruned_loss=0.05932, over 2468691.46 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06317, over 17846.29 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2892, pruned_loss=0.05602, over 1141910.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.07091, over 3762.08 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2881, pruned_loss=0.05959, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 01:21:10,590 INFO [train.py:927] (7/8) Epoch 12, batch 1300, giga_loss[loss=0.1698, simple_loss=0.2483, pruned_loss=0.04566, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03828, over 28.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2848, pruned_loss=0.05807, over 2469304.33 frames. utt_duration=569 frames, utt_pad_proportion=0.05915, over 17406.20 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2891, pruned_loss=0.05587, over 1148657.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.07035, over 3775.27 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2848, pruned_loss=0.05834, over 2466801.01 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05904, over 18176.69 utterances.], batch size: 28, lr: 3.22e-04
2022-08-28 01:22:52,671 INFO [train.py:927] (7/8) Epoch 12, batch 1350, giga_loss[loss=0.1981, simple_loss=0.2791, pruned_loss=0.0586, over 12362.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03165, over 62.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2821, pruned_loss=0.05762, over 2470429.15 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06181, over 17187.01 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2883, pruned_loss=0.05576, over 1187545.78 frames. utt_duration=1198 frames, utt_pad_proportion=0.07838, over 3971.27 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2824, pruned_loss=0.05796, over 2468687.36 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05997, over 17994.70 utterances.], batch size: 62, lr: 3.22e-04
2022-08-28 01:24:32,989 INFO [train.py:927] (7/8) Epoch 12, batch 1400, giga_loss[loss=0.1678, simple_loss=0.2498, pruned_loss=0.04291, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.036, over 113.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2788, pruned_loss=0.05604, over 2471286.54 frames. utt_duration=608 frames, utt_pad_proportion=0.05656, over 16297.80 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2881, pruned_loss=0.0554, over 1225779.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07504, over 4066.87 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2789, pruned_loss=0.05649, over 2469707.17 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05575, over 17203.24 utterances.], batch size: 113, lr: 3.22e-04
2022-08-28 01:26:14,590 INFO [train.py:927] (7/8) Epoch 12, batch 1450, giga_loss[loss=0.1858, simple_loss=0.2629, pruned_loss=0.05434, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02843, over 54.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2764, pruned_loss=0.05527, over 2471357.04 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05355, over 16029.69 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05553, over 1262357.61 frames. utt_duration=1213 frames, utt_pad_proportion=0.07217, over 4166.60 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2762, pruned_loss=0.05559, over 2470396.92 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05345, over 16989.56 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 01:27:55,801 INFO [train.py:927] (7/8) Epoch 12, batch 1500, giga_loss[loss=0.1719, simple_loss=0.257, pruned_loss=0.04338, over 12262.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2742, pruned_loss=0.05494, over 2470934.48 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05305, over 15575.31 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2879, pruned_loss=0.05551, over 1280451.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.07066, over 4200.94 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.274, pruned_loss=0.05521, over 2470123.44 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05324, over 16460.24 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 01:29:40,579 INFO [train.py:927] (7/8) Epoch 12, batch 1550, giga_loss[loss=0.2754, simple_loss=0.3414, pruned_loss=0.1046, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2746, pruned_loss=0.05532, over 2471952.46 frames. utt_duration=643 frames, utt_pad_proportion=0.0511, over 15412.77 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2873, pruned_loss=0.05528, over 1303854.87 frames. utt_duration=1226 frames, utt_pad_proportion=0.06935, over 4258.67 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2745, pruned_loss=0.05562, over 2471543.62 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05149, over 16261.46 utterances.], batch size: 259, lr: 3.22e-04
2022-08-28 01:31:24,342 INFO [train.py:927] (7/8) Epoch 12, batch 1600, libri_loss[loss=0.1631, simple_loss=0.2494, pruned_loss=0.03844, over 12390.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007124, over 31.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2798, pruned_loss=0.0582, over 2472279.72 frames. utt_duration=617.7 frames, utt_pad_proportion=0.05822, over 16049.71 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05553, over 1344376.69 frames. utt_duration=1207 frames, utt_pad_proportion=0.075, over 4462.21 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2792, pruned_loss=0.05836, over 2471718.39 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05633, over 16896.97 utterances.], batch size: 31, lr: 3.22e-04
2022-08-28 01:33:09,086 INFO [train.py:927] (7/8) Epoch 12, batch 1650, giga_loss[loss=0.2189, simple_loss=0.3149, pruned_loss=0.06141, over 12438.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04171, over 114.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2846, pruned_loss=0.06015, over 2472472.03 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06057, over 16651.71 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2874, pruned_loss=0.05531, over 1382789.57 frames. utt_duration=1215 frames, utt_pad_proportion=0.07143, over 4557.78 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2841, pruned_loss=0.06052, over 2472428.48 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05973, over 17626.35 utterances.], batch size: 114, lr: 3.22e-04
2022-08-28 01:34:50,144 INFO [train.py:927] (7/8) Epoch 12, batch 1700, giga_loss[loss=0.1973, simple_loss=0.2941, pruned_loss=0.05031, over 12443.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2909, pruned_loss=0.06252, over 2472051.53 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06138, over 17195.63 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2873, pruned_loss=0.05509, over 1409366.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.06916, over 4607.32 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2906, pruned_loss=0.06306, over 2472365.64 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06109, over 18211.12 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 01:36:28,459 INFO [train.py:927] (7/8) Epoch 12, batch 1750, giga_loss[loss=0.224, simple_loss=0.302, pruned_loss=0.07298, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03272, over 39.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2936, pruned_loss=0.06293, over 2472036.53 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06346, over 17297.61 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2869, pruned_loss=0.05476, over 1445993.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.06753, over 4725.98 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.06384, over 2472328.25 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0635, over 18428.83 utterances.], batch size: 39, lr: 3.22e-04
2022-08-28 01:38:13,043 INFO [train.py:927] (7/8) Epoch 12, batch 1800, giga_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05902, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.207, simple_loss=0.292, pruned_loss=0.06097, over 2471681.02 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06951, over 17591.97 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2864, pruned_loss=0.05459, over 1470814.70 frames. utt_duration=1233 frames, utt_pad_proportion=0.06552, over 4779.25 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2925, pruned_loss=0.06195, over 2472413.48 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06965, over 18724.48 utterances.], batch size: 98, lr: 3.22e-04
2022-08-28 01:39:57,808 INFO [train.py:927] (7/8) Epoch 12, batch 1850, giga_loss[loss=0.2211, simple_loss=0.3057, pruned_loss=0.06821, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2929, pruned_loss=0.06126, over 2472121.81 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07664, over 18545.49 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2866, pruned_loss=0.05477, over 1480780.79 frames. utt_duration=1217 frames, utt_pad_proportion=0.071, over 4875.01 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2932, pruned_loss=0.06199, over 2472716.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07528, over 19472.34 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 01:41:40,883 INFO [train.py:927] (7/8) Epoch 12, batch 1900, giga_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.0583, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06243, over 2472426.27 frames. utt_duration=537.5 frames, utt_pad_proportion=0.07604, over 18451.17 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2867, pruned_loss=0.05457, over 1514772.46 frames. utt_duration=1216 frames, utt_pad_proportion=0.06882, over 4989.76 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06338, over 2473099.28 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07562, over 19543.30 utterances.], batch size: 70, lr: 3.22e-04
2022-08-28 01:43:27,144 INFO [train.py:927] (7/8) Epoch 12, batch 1950, giga_loss[loss=0.2019, simple_loss=0.2902, pruned_loss=0.05679, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03439, over 75.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06372, over 2472739.07 frames. utt_duration=541.5 frames, utt_pad_proportion=0.07314, over 18315.74 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2857, pruned_loss=0.05415, over 1547115.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06718, over 5074.47 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2972, pruned_loss=0.06502, over 2473946.67 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0734, over 19551.41 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 01:45:18,741 INFO [train.py:927] (7/8) Epoch 12, batch 2000, giga_loss[loss=0.2295, simple_loss=0.2925, pruned_loss=0.0833, over 12345.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2045, over 369.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.298, pruned_loss=0.06527, over 2472615.46 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07079, over 18324.38 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.286, pruned_loss=0.05428, over 1556493.83 frames. utt_duration=1223 frames, utt_pad_proportion=0.06631, over 5098.67 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2989, pruned_loss=0.06631, over 2473441.28 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07133, over 19390.92 utterances.], batch size: 369, lr: 3.22e-04
2022-08-28 01:47:01,509 INFO [train.py:927] (7/8) Epoch 12, batch 2050, libri_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.06079, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01377, over 40.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2997, pruned_loss=0.0657, over 2472023.98 frames. utt_duration=550.9 frames, utt_pad_proportion=0.0682, over 17996.23 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2859, pruned_loss=0.05421, over 1583241.38 frames. utt_duration=1228 frames, utt_pad_proportion=0.06439, over 5163.87 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3008, pruned_loss=0.06688, over 2473023.21 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06927, over 19142.54 utterances.], batch size: 40, lr: 3.22e-04
2022-08-28 01:48:44,758 INFO [train.py:927] (7/8) Epoch 12, batch 2100, giga_loss[loss=0.2268, simple_loss=0.3014, pruned_loss=0.07611, over 12339.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03048, over 91.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2993, pruned_loss=0.06565, over 2472223.43 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06491, over 17086.67 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2858, pruned_loss=0.05429, over 1605139.52 frames. utt_duration=1216 frames, utt_pad_proportion=0.06835, over 5287.56 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3006, pruned_loss=0.06682, over 2473127.84 frames. utt_duration=546 frames, utt_pad_proportion=0.06489, over 18169.29 utterances.], batch size: 91, lr: 3.22e-04
2022-08-28 01:50:29,155 INFO [train.py:927] (7/8) Epoch 12, batch 2150, giga_loss[loss=0.2034, simple_loss=0.2889, pruned_loss=0.05897, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2987, pruned_loss=0.06578, over 2472501.21 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06216, over 16291.41 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2854, pruned_loss=0.05426, over 1617917.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06734, over 5308.15 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06686, over 2473360.81 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06255, over 17276.85 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 01:52:10,444 INFO [train.py:927] (7/8) Epoch 12, batch 2200, libri_loss[loss=0.2065, simple_loss=0.3007, pruned_loss=0.05612, over 12369.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01434, over 41.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.06502, over 2471297.61 frames. utt_duration=644.1 frames, utt_pad_proportion=0.05815, over 15382.87 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2853, pruned_loss=0.05411, over 1646926.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06503, over 5370.44 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2995, pruned_loss=0.06634, over 2472379.98 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05931, over 16459.01 utterances.], batch size: 41, lr: 3.22e-04
2022-08-28 01:53:55,547 INFO [train.py:927] (7/8) Epoch 12, batch 2250, libri_loss[loss=0.1794, simple_loss=0.2748, pruned_loss=0.04202, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007544, over 31.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2997, pruned_loss=0.06565, over 2471889.47 frames. utt_duration=607.5 frames, utt_pad_proportion=0.06185, over 16315.00 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2853, pruned_loss=0.05405, over 1655280.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06432, over 5387.67 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.301, pruned_loss=0.06684, over 2472629.98 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06273, over 17244.02 utterances.], batch size: 31, lr: 3.22e-04
2022-08-28 01:55:39,886 INFO [train.py:927] (7/8) Epoch 12, batch 2300, giga_loss[loss=0.2055, simple_loss=0.3005, pruned_loss=0.05527, over 12426.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04483, over 34.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.06576, over 2472153.39 frames. utt_duration=627.3 frames, utt_pad_proportion=0.05981, over 15802.17 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.286, pruned_loss=0.05438, over 1667185.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.06884, over 5491.95 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3005, pruned_loss=0.06666, over 2472999.95 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05939, over 16590.57 utterances.], batch size: 34, lr: 3.22e-04
2022-08-28 01:57:23,200 INFO [train.py:927] (7/8) Epoch 12, batch 2350, libri_loss[loss=0.2578, simple_loss=0.3323, pruned_loss=0.09169, over 12403.00 frames. utt_duration=452.4 frames, utt_pad_proportion=0.2954, over 110.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06498, over 2471811.73 frames. utt_duration=600.7 frames, utt_pad_proportion=0.06285, over 16501.57 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.286, pruned_loss=0.05449, over 1690878.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.07161, over 5592.87 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2984, pruned_loss=0.0659, over 2472608.76 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06131, over 17325.11 utterances.], batch size: 110, lr: 3.22e-04
2022-08-28 01:59:06,042 INFO [train.py:927] (7/8) Epoch 12, batch 2400, giga_loss[loss=0.2316, simple_loss=0.3012, pruned_loss=0.08096, over 12332.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2011, over 367.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06434, over 2471940.59 frames. utt_duration=615.2 frames, utt_pad_proportion=0.06501, over 16111.98 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2858, pruned_loss=0.05449, over 1710031.61 frames. utt_duration=1220 frames, utt_pad_proportion=0.06993, over 5615.77 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2963, pruned_loss=0.06531, over 2472740.81 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06409, over 16987.28 utterances.], batch size: 367, lr: 3.22e-04
2022-08-28 02:00:50,052 INFO [train.py:927] (7/8) Epoch 12, batch 2450, giga_loss[loss=0.1735, simple_loss=0.2538, pruned_loss=0.04663, over 12149.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03263, over 36.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2919, pruned_loss=0.06315, over 2471496.57 frames. utt_duration=629.6 frames, utt_pad_proportion=0.0628, over 15738.57 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2863, pruned_loss=0.05474, over 1725128.73 frames. utt_duration=1207 frames, utt_pad_proportion=0.07437, over 5722.27 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2926, pruned_loss=0.06394, over 2472163.49 frames. utt_duration=600.2 frames, utt_pad_proportion=0.0606, over 16516.71 utterances.], batch size: 36, lr: 3.22e-04
2022-08-28 02:02:30,740 INFO [train.py:927] (7/8) Epoch 12, batch 2500, giga_loss[loss=0.1773, simple_loss=0.2701, pruned_loss=0.04221, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2888, pruned_loss=0.06138, over 2472289.40 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06211, over 15637.57 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2863, pruned_loss=0.0546, over 1754345.89 frames. utt_duration=1188 frames, utt_pad_proportion=0.08204, over 5916.12 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2896, pruned_loss=0.0624, over 2472964.66 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05768, over 16459.83 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 02:04:13,214 INFO [train.py:927] (7/8) Epoch 12, batch 2550, giga_loss[loss=0.2006, simple_loss=0.2804, pruned_loss=0.06037, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02833, over 48.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2866, pruned_loss=0.06007, over 2472269.32 frames. utt_duration=629.4 frames, utt_pad_proportion=0.0598, over 15748.26 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2855, pruned_loss=0.05432, over 1768402.67 frames. utt_duration=1195 frames, utt_pad_proportion=0.08085, over 5924.83 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2877, pruned_loss=0.06115, over 2472966.81 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05664, over 16557.35 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 02:05:55,156 INFO [train.py:927] (7/8) Epoch 12, batch 2600, giga_loss[loss=0.191, simple_loss=0.2857, pruned_loss=0.04816, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06068, over 2472708.23 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05633, over 16428.28 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2857, pruned_loss=0.05449, over 1778510.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.07988, over 5952.90 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.29, pruned_loss=0.0615, over 2473600.36 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05421, over 17175.80 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 02:07:36,597 INFO [train.py:927] (7/8) Epoch 12, batch 2650, giga_loss[loss=0.1912, simple_loss=0.2806, pruned_loss=0.05091, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2907, pruned_loss=0.06092, over 2473225.28 frames. utt_duration=565 frames, utt_pad_proportion=0.05847, over 17555.32 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2852, pruned_loss=0.05446, over 1798627.90 frames. utt_duration=1203 frames, utt_pad_proportion=0.0785, over 5987.78 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2918, pruned_loss=0.06177, over 2474366.35 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05696, over 18426.56 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 02:09:20,049 INFO [train.py:927] (7/8) Epoch 12, batch 2700, libri_loss[loss=0.2073, simple_loss=0.2953, pruned_loss=0.05961, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005426, over 34.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2896, pruned_loss=0.05976, over 2473700.67 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05785, over 17823.74 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2853, pruned_loss=0.05451, over 1815371.40 frames. utt_duration=1210 frames, utt_pad_proportion=0.07648, over 6009.81 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2906, pruned_loss=0.06055, over 2474578.98 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05713, over 18766.78 utterances.], batch size: 34, lr: 3.22e-04
2022-08-28 02:11:01,593 INFO [train.py:927] (7/8) Epoch 12, batch 2750, giga_loss[loss=0.1986, simple_loss=0.2798, pruned_loss=0.05875, over 12313.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03241, over 48.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06027, over 2474853.65 frames. utt_duration=533.1 frames, utt_pad_proportion=0.05637, over 18621.54 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2853, pruned_loss=0.05451, over 1825134.81 frames. utt_duration=1215 frames, utt_pad_proportion=0.07536, over 6015.66 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2915, pruned_loss=0.06096, over 2475593.41 frames. utt_duration=509 frames, utt_pad_proportion=0.0561, over 19512.43 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 02:12:44,179 INFO [train.py:927] (7/8) Epoch 12, batch 2800, giga_loss[loss=0.2001, simple_loss=0.2912, pruned_loss=0.05448, over 12387.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2919, pruned_loss=0.06071, over 2474231.92 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05777, over 18265.93 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2849, pruned_loss=0.05431, over 1840715.49 frames. utt_duration=1224 frames, utt_pad_proportion=0.0736, over 6022.21 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.293, pruned_loss=0.06152, over 2475287.95 frames. utt_duration=515.8 frames, utt_pad_proportion=0.05785, over 19252.11 utterances.], batch size: 70, lr: 3.21e-04
2022-08-28 02:14:26,805 INFO [train.py:927] (7/8) Epoch 12, batch 2850, giga_loss[loss=0.2414, simple_loss=0.3148, pruned_loss=0.08397, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2927, pruned_loss=0.06087, over 2474549.27 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05798, over 17677.31 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.285, pruned_loss=0.05445, over 1853452.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.0726, over 6061.53 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2936, pruned_loss=0.06153, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 3.21e-04
2022-08-28 02:16:09,062 INFO [train.py:927] (7/8) Epoch 12, batch 2900, giga_loss[loss=0.2308, simple_loss=0.3153, pruned_loss=0.0731, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03027, over 45.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2935, pruned_loss=0.0611, over 2474443.70 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05816, over 17701.75 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2847, pruned_loss=0.05429, over 1874411.60 frames. utt_duration=1232 frames, utt_pad_proportion=0.07008, over 6094.93 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2946, pruned_loss=0.06194, over 2475426.13 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05892, over 18809.95 utterances.], batch size: 45, lr: 3.21e-04
2022-08-28 02:17:50,328 INFO [train.py:927] (7/8) Epoch 12, batch 2950, giga_loss[loss=0.2356, simple_loss=0.3071, pruned_loss=0.08209, over 12341.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03054, over 91.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2928, pruned_loss=0.06068, over 2473568.17 frames. utt_duration=588.6 frames, utt_pad_proportion=0.0567, over 16851.61 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2857, pruned_loss=0.05468, over 1889007.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06942, over 6159.57 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2933, pruned_loss=0.06124, over 2474589.14 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05755, over 17934.56 utterances.], batch size: 91, lr: 3.21e-04
2022-08-28 02:19:31,220 INFO [train.py:927] (7/8) Epoch 12, batch 3000, giga_loss[loss=0.1961, simple_loss=0.2774, pruned_loss=0.05737, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03176, over 39.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2903, pruned_loss=0.05991, over 2473370.76 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05344, over 16131.57 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.286, pruned_loss=0.05479, over 1897603.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06843, over 6178.12 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2905, pruned_loss=0.06035, over 2474279.08 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05455, over 17105.13 utterances.], batch size: 39, lr: 3.21e-04
2022-08-28 02:19:31,222 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 02:19:45,381 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.1798, simple_loss=0.2887, pruned_loss=0.0354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 02:21:23,598 INFO [train.py:927] (7/8) Epoch 12, batch 3050, giga_loss[loss=0.2832, simple_loss=0.3689, pruned_loss=0.09882, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2913, pruned_loss=0.05921, over 2473575.17 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05643, over 16939.66 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2856, pruned_loss=0.05444, over 1911536.26 frames. utt_duration=1237 frames, utt_pad_proportion=0.06684, over 6186.58 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2918, pruned_loss=0.05989, over 2474592.16 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05749, over 17936.34 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 02:23:04,366 INFO [train.py:927] (7/8) Epoch 12, batch 3100, giga_loss[loss=0.1809, simple_loss=0.2663, pruned_loss=0.04777, over 12446.00 frames. utt_duration=859.8 frames, utt_pad_proportion=0.0252, over 58.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2917, pruned_loss=0.05975, over 2474042.82 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05414, over 17133.38 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.286, pruned_loss=0.05471, over 1919971.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.06584, over 6197.70 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2919, pruned_loss=0.06018, over 2474826.16 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05534, over 18056.43 utterances.], batch size: 58, lr: 3.21e-04
2022-08-28 02:24:45,092 INFO [train.py:927] (7/8) Epoch 12, batch 3150, giga_loss[loss=0.1864, simple_loss=0.2716, pruned_loss=0.05064, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2894, pruned_loss=0.05928, over 2473809.99 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05152, over 16513.16 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2858, pruned_loss=0.05452, over 1936201.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06486, over 6245.83 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2898, pruned_loss=0.05988, over 2474614.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05283, over 17496.98 utterances.], batch size: 51, lr: 3.21e-04
2022-08-28 02:26:24,468 INFO [train.py:927] (7/8) Epoch 12, batch 3200, giga_loss[loss=0.1878, simple_loss=0.279, pruned_loss=0.04827, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03269, over 97.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2876, pruned_loss=0.05858, over 2473536.10 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05074, over 16455.69 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2858, pruned_loss=0.0545, over 1956624.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.06266, over 6249.08 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.288, pruned_loss=0.05925, over 2474841.08 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05239, over 17620.67 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 02:28:02,969 INFO [train.py:927] (7/8) Epoch 12, batch 3250, giga_loss[loss=0.1935, simple_loss=0.276, pruned_loss=0.05548, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2849, pruned_loss=0.05774, over 2473276.48 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05042, over 16274.42 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2861, pruned_loss=0.05471, over 1966441.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06704, over 6328.13 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2851, pruned_loss=0.05817, over 2474688.56 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05007, over 17302.26 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:29:41,986 INFO [train.py:927] (7/8) Epoch 12, batch 3300, giga_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05669, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03294, over 122.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2822, pruned_loss=0.05709, over 2473556.28 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05084, over 16255.26 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2861, pruned_loss=0.0547, over 1976362.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.06575, over 6342.41 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2822, pruned_loss=0.05748, over 2474789.53 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0508, over 17221.59 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 02:31:28,110 INFO [train.py:927] (7/8) Epoch 12, batch 3350, giga_loss[loss=0.201, simple_loss=0.2841, pruned_loss=0.05892, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03046, over 45.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2837, pruned_loss=0.05781, over 2473777.09 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05379, over 16517.09 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05472, over 1983671.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.06528, over 6359.09 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2836, pruned_loss=0.05815, over 2474861.68 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05374, over 17407.74 utterances.], batch size: 45, lr: 3.21e-04
2022-08-28 02:33:08,544 INFO [train.py:927] (7/8) Epoch 12, batch 3400, libri_loss[loss=0.2041, simple_loss=0.2957, pruned_loss=0.05621, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005175, over 32.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2864, pruned_loss=0.05895, over 2473140.80 frames. utt_duration=596 frames, utt_pad_proportion=0.05456, over 16639.38 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2864, pruned_loss=0.05481, over 1988595.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06465, over 6363.48 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2862, pruned_loss=0.05918, over 2473962.65 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05467, over 17434.68 utterances.], batch size: 32, lr: 3.21e-04
2022-08-28 02:34:49,623 INFO [train.py:927] (7/8) Epoch 12, batch 3450, giga_loss[loss=0.2134, simple_loss=0.2952, pruned_loss=0.06579, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06006, over 2473700.32 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05297, over 16744.37 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2867, pruned_loss=0.05495, over 2000829.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.06318, over 6380.38 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2893, pruned_loss=0.06025, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 3.21e-04
2022-08-28 02:36:35,226 INFO [train.py:927] (7/8) Epoch 12, batch 3500, giga_loss[loss=0.2279, simple_loss=0.3132, pruned_loss=0.07132, over 12349.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2971, pruned_loss=0.06593, over 2474515.69 frames. utt_duration=550 frames, utt_pad_proportion=0.06068, over 18046.66 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2863, pruned_loss=0.05488, over 2015054.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.06164, over 6390.75 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2973, pruned_loss=0.06635, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 85, lr: 3.21e-04
2022-08-28 02:38:16,046 INFO [train.py:927] (7/8) Epoch 12, batch 3550, giga_loss[loss=0.2432, simple_loss=0.3286, pruned_loss=0.07896, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3011, pruned_loss=0.06824, over 2474675.88 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06665, over 18499.50 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2864, pruned_loss=0.05502, over 2030629.97 frames. utt_duration=1267 frames, utt_pad_proportion=0.05995, over 6420.65 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3015, pruned_loss=0.06884, over 2475047.97 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06719, over 19598.29 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:39:58,486 INFO [train.py:927] (7/8) Epoch 12, batch 3600, giga_loss[loss=0.3404, simple_loss=0.3764, pruned_loss=0.1522, over 12351.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2086, over 371.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3063, pruned_loss=0.07217, over 2474535.10 frames. utt_duration=529.1 frames, utt_pad_proportion=0.07159, over 18759.33 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2862, pruned_loss=0.05479, over 2048193.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05825, over 6460.38 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3075, pruned_loss=0.07344, over 2474708.43 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07241, over 20073.73 utterances.], batch size: 371, lr: 3.21e-04
2022-08-28 02:41:41,139 INFO [train.py:927] (7/8) Epoch 12, batch 3650, giga_loss[loss=0.2199, simple_loss=0.3048, pruned_loss=0.06751, over 12167.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02984, over 39.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3118, pruned_loss=0.07588, over 2474015.86 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07301, over 19696.14 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2868, pruned_loss=0.0551, over 2056333.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.06214, over 6559.91 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3127, pruned_loss=0.07702, over 2474445.73 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07272, over 20885.58 utterances.], batch size: 39, lr: 3.21e-04
2022-08-28 02:43:24,838 INFO [train.py:927] (7/8) Epoch 12, batch 3700, giga_loss[loss=0.2716, simple_loss=0.345, pruned_loss=0.09906, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.318, pruned_loss=0.08162, over 2474170.33 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07882, over 21071.45 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2869, pruned_loss=0.05513, over 2068570.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.06604, over 6647.70 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3193, pruned_loss=0.08309, over 2474630.30 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07743, over 22298.97 utterances.], batch size: 91, lr: 3.21e-04
2022-08-28 02:45:11,925 INFO [train.py:927] (7/8) Epoch 12, batch 3750, giga_loss[loss=0.2874, simple_loss=0.345, pruned_loss=0.1148, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3218, pruned_loss=0.08487, over 2474145.51 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07775, over 21130.17 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.05531, over 2088088.15 frames. utt_duration=1246 frames, utt_pad_proportion=0.06527, over 6711.66 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3242, pruned_loss=0.08718, over 2474793.77 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07709, over 22721.07 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:46:58,396 INFO [train.py:927] (7/8) Epoch 12, batch 3800, giga_loss[loss=0.2411, simple_loss=0.3085, pruned_loss=0.08687, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03018, over 80.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3212, pruned_loss=0.08535, over 2473697.22 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07659, over 20740.78 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2871, pruned_loss=0.05539, over 2099355.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.064, over 6734.39 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.324, pruned_loss=0.08791, over 2474358.69 frames. utt_duration=444 frames, utt_pad_proportion=0.07656, over 22367.13 utterances.], batch size: 80, lr: 3.21e-04
2022-08-28 02:48:43,056 INFO [train.py:927] (7/8) Epoch 12, batch 3850, giga_loss[loss=0.2312, simple_loss=0.3156, pruned_loss=0.07346, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03738, over 40.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3218, pruned_loss=0.08552, over 2473692.36 frames. utt_duration=471 frames, utt_pad_proportion=0.07596, over 21071.22 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2873, pruned_loss=0.05562, over 2106447.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.06429, over 6783.09 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3245, pruned_loss=0.08792, over 2474521.15 frames. utt_duration=439.9 frames, utt_pad_proportion=0.076, over 22574.60 utterances.], batch size: 40, lr: 3.21e-04
2022-08-28 02:50:28,037 INFO [train.py:927] (7/8) Epoch 12, batch 3900, giga_loss[loss=0.2746, simple_loss=0.3467, pruned_loss=0.1012, over 12420.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3239, pruned_loss=0.08725, over 2473721.01 frames. utt_duration=436.3 frames, utt_pad_proportion=0.08205, over 22755.54 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2872, pruned_loss=0.05575, over 2117172.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.06264, over 6774.69 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3271, pruned_loss=0.0899, over 2474517.95 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08222, over 24370.77 utterances.], batch size: 133, lr: 3.21e-04
2022-08-28 02:52:15,404 INFO [train.py:927] (7/8) Epoch 12, batch 3950, giga_loss[loss=0.2436, simple_loss=0.3253, pruned_loss=0.08096, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3241, pruned_loss=0.08668, over 2474487.75 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08295, over 23799.74 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2872, pruned_loss=0.05575, over 2117172.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.06264, over 6774.69 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08874, over 2475108.01 frames. utt_duration=396.6 frames, utt_pad_proportion=0.08304, over 25056.89 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 02:54:01,882 INFO [train.py:927] (7/8) Epoch 12, batch 4000, libri_loss[loss=0.2146, simple_loss=0.32, pruned_loss=0.05465, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006242, over 32.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.08363, over 2474877.73 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08006, over 22808.68 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2874, pruned_loss=0.05576, over 2126129.88 frames. utt_duration=1254 frames, utt_pad_proportion=0.06159, over 6791.22 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3234, pruned_loss=0.08595, over 2475263.59 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08069, over 24185.50 utterances.], batch size: 32, lr: 3.21e-04
2022-08-28 02:55:46,812 INFO [train.py:927] (7/8) Epoch 12, batch 4050, giga_loss[loss=0.2222, simple_loss=0.2978, pruned_loss=0.07326, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3182, pruned_loss=0.08171, over 2475169.73 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08194, over 22454.88 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2873, pruned_loss=0.05578, over 2134531.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06493, over 6864.64 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.321, pruned_loss=0.08415, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 162, lr: 3.21e-04
2022-08-28 02:57:37,598 INFO [train.py:927] (7/8) Epoch 12, batch 4100, giga_loss[loss=0.2561, simple_loss=0.3356, pruned_loss=0.08829, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3172, pruned_loss=0.08049, over 2475158.98 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07897, over 21761.70 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2876, pruned_loss=0.05582, over 2143133.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06876, over 6973.84 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.32, pruned_loss=0.08298, over 2475425.19 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07808, over 23116.04 utterances.], batch size: 48, lr: 3.21e-04
2022-08-28 02:59:26,980 INFO [train.py:927] (7/8) Epoch 12, batch 4150, giga_loss[loss=0.2284, simple_loss=0.3208, pruned_loss=0.06794, over 12384.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03021, over 97.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3177, pruned_loss=0.07886, over 2475448.60 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07942, over 21809.60 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.288, pruned_loss=0.05613, over 2152963.08 frames. utt_duration=1233 frames, utt_pad_proportion=0.06735, over 6992.55 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3203, pruned_loss=0.08124, over 2475678.23 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07914, over 23263.63 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 03:01:13,512 INFO [train.py:927] (7/8) Epoch 12, batch 4200, giga_loss[loss=0.2753, simple_loss=0.3398, pruned_loss=0.1053, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07406, over 212.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3178, pruned_loss=0.07853, over 2474311.90 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07393, over 21098.54 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.288, pruned_loss=0.05613, over 2164597.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06515, over 6977.24 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3211, pruned_loss=0.08127, over 2475459.51 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07475, over 22826.16 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 03:03:00,991 INFO [train.py:927] (7/8) Epoch 12, batch 4250, giga_loss[loss=0.2593, simple_loss=0.3258, pruned_loss=0.09639, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3167, pruned_loss=0.07848, over 2474522.67 frames. utt_duration=473 frames, utt_pad_proportion=0.07057, over 20988.33 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2876, pruned_loss=0.05597, over 2170287.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.06414, over 6967.85 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.32, pruned_loss=0.08116, over 2475815.44 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07178, over 22610.07 utterances.], batch size: 37, lr: 3.21e-04
2022-08-28 03:04:45,499 INFO [train.py:927] (7/8) Epoch 12, batch 4300, giga_loss[loss=0.2691, simple_loss=0.3186, pruned_loss=0.1098, over 12350.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3153, pruned_loss=0.07851, over 2474351.59 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07912, over 21704.61 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2879, pruned_loss=0.05601, over 2176286.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.06331, over 6987.37 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3182, pruned_loss=0.08101, over 2475410.43 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07981, over 23234.52 utterances.], batch size: 371, lr: 3.21e-04
2022-08-28 03:06:29,707 INFO [train.py:927] (7/8) Epoch 12, batch 4350, giga_loss[loss=0.2069, simple_loss=0.3007, pruned_loss=0.05657, over 12464.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03037, over 75.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3147, pruned_loss=0.07711, over 2473828.52 frames. utt_duration=473 frames, utt_pad_proportion=0.07655, over 20985.33 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.288, pruned_loss=0.05596, over 2184848.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.0617, over 6987.63 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3177, pruned_loss=0.07973, over 2474912.52 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07785, over 22598.02 utterances.], batch size: 75, lr: 3.21e-04
2022-08-28 03:08:16,291 INFO [train.py:927] (7/8) Epoch 12, batch 4400, giga_loss[loss=0.2586, simple_loss=0.3324, pruned_loss=0.09238, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3143, pruned_loss=0.07714, over 2473835.10 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0789, over 21280.10 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.288, pruned_loss=0.05602, over 2194837.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06484, over 7069.98 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3176, pruned_loss=0.07987, over 2474674.28 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07899, over 22948.08 utterances.], batch size: 161, lr: 3.21e-04
2022-08-28 03:10:02,945 INFO [train.py:927] (7/8) Epoch 12, batch 4450, giga_loss[loss=0.2642, simple_loss=0.3358, pruned_loss=0.09632, over 12354.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03168, over 104.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3125, pruned_loss=0.07619, over 2475179.60 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07439, over 20925.18 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2882, pruned_loss=0.05592, over 2202057.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06378, over 7083.09 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3155, pruned_loss=0.07892, over 2475583.61 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07517, over 22567.21 utterances.], batch size: 104, lr: 3.21e-04
2022-08-28 03:11:49,232 INFO [train.py:927] (7/8) Epoch 12, batch 4500, giga_loss[loss=0.2208, simple_loss=0.3079, pruned_loss=0.06691, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3114, pruned_loss=0.07599, over 2475776.25 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07713, over 21394.39 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2887, pruned_loss=0.05595, over 2210190.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.06219, over 7082.51 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3141, pruned_loss=0.07871, over 2476070.84 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07808, over 23085.15 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 03:13:32,115 INFO [train.py:927] (7/8) Epoch 12, batch 4550, giga_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.06122, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02722, over 54.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07514, over 2474848.21 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07788, over 21103.74 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05598, over 2216461.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.06089, over 7072.50 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3118, pruned_loss=0.07772, over 2475351.13 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07899, over 22765.89 utterances.], batch size: 54, lr: 3.21e-04
2022-08-28 03:15:18,594 INFO [train.py:927] (7/8) Epoch 12, batch 4600, libri_loss[loss=0.2349, simple_loss=0.3169, pruned_loss=0.0765, over 12285.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006923, over 37.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3092, pruned_loss=0.07496, over 2474680.82 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08264, over 21466.19 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05617, over 2222272.35 frames. utt_duration=1254 frames, utt_pad_proportion=0.06012, over 7095.25 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3114, pruned_loss=0.07729, over 2475639.28 frames. utt_duration=430.1 frames, utt_pad_proportion=0.0836, over 23099.65 utterances.], batch size: 37, lr: 3.20e-04
2022-08-28 03:17:05,127 INFO [train.py:927] (7/8) Epoch 12, batch 4650, giga_loss[loss=0.2702, simple_loss=0.3351, pruned_loss=0.1026, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03123, over 42.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3084, pruned_loss=0.07367, over 2474409.33 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07724, over 20380.23 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2891, pruned_loss=0.05613, over 2229778.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05865, over 7089.56 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3108, pruned_loss=0.07608, over 2475168.34 frames. utt_duration=450 frames, utt_pad_proportion=0.07903, over 22070.88 utterances.], batch size: 42, lr: 3.20e-04
2022-08-28 03:18:53,330 INFO [train.py:927] (7/8) Epoch 12, batch 4700, giga_loss[loss=0.2566, simple_loss=0.329, pruned_loss=0.09215, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07462, over 2474193.46 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07443, over 20404.89 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2887, pruned_loss=0.05601, over 2233188.61 frames. utt_duration=1265 frames, utt_pad_proportion=0.05805, over 7070.31 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07685, over 2475019.06 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07629, over 21937.67 utterances.], batch size: 183, lr: 3.20e-04
2022-08-28 03:20:38,062 INFO [train.py:927] (7/8) Epoch 12, batch 4750, giga_loss[loss=0.2667, simple_loss=0.3344, pruned_loss=0.09952, over 12417.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07207, over 212.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3096, pruned_loss=0.07559, over 2473991.98 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07316, over 20416.80 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2884, pruned_loss=0.05593, over 2239783.33 frames. utt_duration=1271 frames, utt_pad_proportion=0.05661, over 7059.35 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07793, over 2475129.18 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07532, over 22003.80 utterances.], batch size: 212, lr: 3.20e-04
2022-08-28 03:22:24,511 INFO [train.py:927] (7/8) Epoch 12, batch 4800, giga_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.0639, over 12398.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03328, over 80.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3093, pruned_loss=0.07615, over 2473454.03 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06985, over 19853.40 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2882, pruned_loss=0.05581, over 2244223.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.05572, over 7049.25 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.312, pruned_loss=0.07846, over 2474545.84 frames. utt_duration=465 frames, utt_pad_proportion=0.07216, over 21354.75 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 03:24:08,354 INFO [train.py:927] (7/8) Epoch 12, batch 4850, giga_loss[loss=0.2434, simple_loss=0.3228, pruned_loss=0.08204, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07493, over 2473254.87 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06663, over 19289.10 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05597, over 2249564.66 frames. utt_duration=1278 frames, utt_pad_proportion=0.05455, over 7048.96 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07707, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 03:25:52,803 INFO [train.py:927] (7/8) Epoch 12, batch 4900, giga_loss[loss=0.2299, simple_loss=0.309, pruned_loss=0.0754, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.308, pruned_loss=0.07387, over 2472883.06 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06459, over 19099.16 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2882, pruned_loss=0.05586, over 2255718.63 frames. utt_duration=1281 frames, utt_pad_proportion=0.05358, over 7051.30 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3107, pruned_loss=0.07617, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 03:27:40,413 INFO [train.py:927] (7/8) Epoch 12, batch 4950, giga_loss[loss=0.2113, simple_loss=0.2962, pruned_loss=0.06321, over 12455.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04019, over 26.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3071, pruned_loss=0.074, over 2472282.69 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06334, over 18628.22 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2885, pruned_loss=0.05593, over 2263760.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.05187, over 7042.14 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3098, pruned_loss=0.07647, over 2473858.96 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06619, over 20275.27 utterances.], batch size: 26, lr: 3.20e-04
2022-08-28 03:29:24,246 INFO [train.py:927] (7/8) Epoch 12, batch 5000, giga_loss[loss=0.3122, simple_loss=0.3721, pruned_loss=0.1261, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3099, pruned_loss=0.07585, over 2472741.49 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07152, over 20279.84 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2886, pruned_loss=0.056, over 2268839.88 frames. utt_duration=1287 frames, utt_pad_proportion=0.05165, over 7062.00 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3123, pruned_loss=0.07817, over 2474075.01 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07324, over 21843.41 utterances.], batch size: 212, lr: 3.20e-04
2022-08-28 03:31:12,439 INFO [train.py:927] (7/8) Epoch 12, batch 5050, giga_loss[loss=0.1797, simple_loss=0.2718, pruned_loss=0.04385, over 12324.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05138, over 26.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3126, pruned_loss=0.07573, over 2473901.48 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07035, over 20274.03 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.05644, over 2277557.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05983, over 7225.87 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3151, pruned_loss=0.07804, over 2475262.86 frames. utt_duration=452.9 frames, utt_pad_proportion=0.06964, over 21933.66 utterances.], batch size: 26, lr: 3.20e-04
2022-08-28 03:32:56,458 INFO [train.py:927] (7/8) Epoch 12, batch 5100, giga_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08958, over 12430.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04451, over 134.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3136, pruned_loss=0.07633, over 2473707.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06553, over 19639.73 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05659, over 2285352.89 frames. utt_duration=1267 frames, utt_pad_proportion=0.05794, over 7224.99 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3163, pruned_loss=0.07879, over 2474734.49 frames. utt_duration=463 frames, utt_pad_proportion=0.06598, over 21448.18 utterances.], batch size: 134, lr: 3.20e-04
2022-08-28 03:34:40,765 INFO [train.py:927] (7/8) Epoch 12, batch 5150, giga_loss[loss=0.2593, simple_loss=0.332, pruned_loss=0.09327, over 12371.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05021, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3154, pruned_loss=0.07833, over 2473676.16 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06916, over 19852.39 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2898, pruned_loss=0.05674, over 2287969.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05725, over 7213.67 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3174, pruned_loss=0.08041, over 2474649.75 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06947, over 21449.60 utterances.], batch size: 161, lr: 3.20e-04
2022-08-28 03:36:26,527 INFO [train.py:927] (7/8) Epoch 12, batch 5200, giga_loss[loss=0.273, simple_loss=0.3365, pruned_loss=0.1047, over 12378.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3156, pruned_loss=0.07891, over 2474389.42 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07241, over 20274.06 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05682, over 2293275.67 frames. utt_duration=1265 frames, utt_pad_proportion=0.0571, over 7259.33 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08113, over 2475355.55 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07259, over 21865.21 utterances.], batch size: 182, lr: 3.20e-04
2022-08-28 03:38:11,654 INFO [train.py:927] (7/8) Epoch 12, batch 5250, giga_loss[loss=0.218, simple_loss=0.3029, pruned_loss=0.06661, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03616, over 105.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07883, over 2474327.02 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06909, over 19936.14 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2902, pruned_loss=0.05672, over 2298360.87 frames. utt_duration=1272 frames, utt_pad_proportion=0.05578, over 7238.84 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3166, pruned_loss=0.08127, over 2475352.22 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06998, over 21571.61 utterances.], batch size: 105, lr: 3.20e-04
2022-08-28 03:39:57,586 INFO [train.py:927] (7/8) Epoch 12, batch 5300, giga_loss[loss=0.2308, simple_loss=0.2997, pruned_loss=0.08096, over 12338.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02897, over 48.00 utterances.], tot_loss[loss=0.235, simple_loss=0.313, pruned_loss=0.07854, over 2474624.86 frames. utt_duration=494 frames, utt_pad_proportion=0.07302, over 20098.38 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.05658, over 2305313.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.0547, over 7260.61 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.0814, over 2475429.02 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07394, over 21849.21 utterances.], batch size: 48, lr: 3.20e-04
2022-08-28 03:41:43,057 INFO [train.py:927] (7/8) Epoch 12, batch 5350, giga_loss[loss=0.2282, simple_loss=0.319, pruned_loss=0.06867, over 12375.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03062, over 97.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3122, pruned_loss=0.07866, over 2474687.04 frames. utt_duration=499 frames, utt_pad_proportion=0.07188, over 19896.76 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2899, pruned_loss=0.0566, over 2308509.21 frames. utt_duration=1274 frames, utt_pad_proportion=0.05383, over 7259.44 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08127, over 2475464.57 frames. utt_duration=462 frames, utt_pad_proportion=0.07304, over 21503.33 utterances.], batch size: 97, lr: 3.20e-04
2022-08-28 03:43:25,325 INFO [train.py:927] (7/8) Epoch 12, batch 5400, giga_loss[loss=0.2836, simple_loss=0.3492, pruned_loss=0.109, over 12411.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3129, pruned_loss=0.07825, over 2474579.33 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07447, over 20037.70 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2903, pruned_loss=0.05681, over 2314024.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05702, over 7346.52 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3155, pruned_loss=0.08087, over 2475393.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07445, over 21648.27 utterances.], batch size: 183, lr: 3.20e-04
2022-08-28 03:45:12,318 INFO [train.py:927] (7/8) Epoch 12, batch 5450, giga_loss[loss=0.2988, simple_loss=0.3431, pruned_loss=0.1272, over 12342.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1918, over 363.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07739, over 2475065.58 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07497, over 20081.05 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05646, over 2317638.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.05605, over 7319.12 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.08022, over 2476034.50 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07531, over 21665.66 utterances.], batch size: 363, lr: 3.20e-04
2022-08-28 03:46:57,682 INFO [train.py:927] (7/8) Epoch 12, batch 5500, giga_loss[loss=0.2325, simple_loss=0.3171, pruned_loss=0.07394, over 12285.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02905, over 45.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3151, pruned_loss=0.07625, over 2474020.29 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07187, over 19354.07 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.05645, over 2318882.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05651, over 7345.78 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3172, pruned_loss=0.07868, over 2475094.10 frames. utt_duration=480 frames, utt_pad_proportion=0.07227, over 20691.54 utterances.], batch size: 45, lr: 3.20e-04
2022-08-28 03:48:40,512 INFO [train.py:927] (7/8) Epoch 12, batch 5550, libri_loss[loss=0.2, simple_loss=0.2905, pruned_loss=0.05474, over 12311.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 35.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3179, pruned_loss=0.07879, over 2474409.27 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06803, over 19303.88 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05644, over 2321066.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05583, over 7337.66 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.32, pruned_loss=0.08099, over 2475373.63 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06884, over 20522.83 utterances.], batch size: 35, lr: 3.20e-04
2022-08-28 03:50:28,118 INFO [train.py:927] (7/8) Epoch 12, batch 5600, giga_loss[loss=0.2173, simple_loss=0.3024, pruned_loss=0.06604, over 12271.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03978, over 51.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3178, pruned_loss=0.07884, over 2473882.64 frames. utt_duration=519 frames, utt_pad_proportion=0.06536, over 19120.67 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05643, over 2321860.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.05563, over 7330.98 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3195, pruned_loss=0.08066, over 2474614.66 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06621, over 20127.19 utterances.], batch size: 51, lr: 3.20e-04
2022-08-28 03:52:11,841 INFO [train.py:927] (7/8) Epoch 12, batch 5650, giga_loss[loss=0.2416, simple_loss=0.3239, pruned_loss=0.07964, over 12425.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04602, over 161.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3183, pruned_loss=0.07818, over 2474170.84 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06438, over 19700.35 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05642, over 2323872.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.05493, over 7325.04 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3199, pruned_loss=0.07992, over 2474978.13 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06536, over 20662.32 utterances.], batch size: 161, lr: 3.20e-04
2022-08-28 03:53:54,773 INFO [train.py:927] (7/8) Epoch 12, batch 5700, giga_loss[loss=0.2514, simple_loss=0.3268, pruned_loss=0.08798, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3168, pruned_loss=0.07615, over 2473835.46 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06433, over 18898.74 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05601, over 2328974.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.0537, over 7301.73 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3197, pruned_loss=0.07867, over 2475228.68 frames. utt_duration=493 frames, utt_pad_proportion=0.06573, over 20145.40 utterances.], batch size: 122, lr: 3.20e-04
2022-08-28 03:55:40,392 INFO [train.py:927] (7/8) Epoch 12, batch 5750, libri_loss[loss=0.1626, simple_loss=0.2494, pruned_loss=0.0379, over 12334.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006776, over 33.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3161, pruned_loss=0.07711, over 2474479.89 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07332, over 20030.00 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2894, pruned_loss=0.05585, over 2331631.08 frames. utt_duration=1282 frames, utt_pad_proportion=0.05288, over 7284.84 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3192, pruned_loss=0.07962, over 2475787.28 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07427, over 21256.90 utterances.], batch size: 33, lr: 3.20e-04
2022-08-28 03:57:23,154 INFO [train.py:927] (7/8) Epoch 12, batch 5800, giga_loss[loss=0.2542, simple_loss=0.3223, pruned_loss=0.09303, over 12400.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3148, pruned_loss=0.07707, over 2475017.25 frames. utt_duration=490.6 frames, utt_pad_proportion=0.0719, over 20238.58 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05589, over 2338432.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05676, over 7374.52 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3184, pruned_loss=0.08001, over 2476248.09 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07175, over 21729.49 utterances.], batch size: 161, lr: 3.20e-04
2022-08-28 03:59:09,425 INFO [train.py:927] (7/8) Epoch 12, batch 5850, giga_loss[loss=0.2094, simple_loss=0.2936, pruned_loss=0.06256, over 12387.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.02825, over 62.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3144, pruned_loss=0.07814, over 2475154.07 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07206, over 20654.63 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05595, over 2339688.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.05634, over 7371.81 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3174, pruned_loss=0.08058, over 2476200.96 frames. utt_duration=453 frames, utt_pad_proportion=0.0721, over 21937.19 utterances.], batch size: 62, lr: 3.20e-04
2022-08-28 04:00:47,324 INFO [train.py:927] (7/8) Epoch 12, batch 5900, giga_loss[loss=0.242, simple_loss=0.3246, pruned_loss=0.07965, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04537, over 146.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3123, pruned_loss=0.07705, over 2475167.03 frames. utt_duration=475.6 frames, utt_pad_proportion=0.072, over 20882.97 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05604, over 2344918.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.05457, over 7354.25 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3156, pruned_loss=0.07974, over 2476093.09 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07274, over 22416.50 utterances.], batch size: 146, lr: 3.20e-04
2022-08-28 04:02:26,675 INFO [train.py:927] (7/8) Epoch 12, batch 5950, giga_loss[loss=0.2796, simple_loss=0.3325, pruned_loss=0.1134, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3102, pruned_loss=0.07511, over 2475506.18 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07248, over 21341.09 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.056, over 2350758.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05871, over 7460.11 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07815, over 2476194.15 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07214, over 23053.45 utterances.], batch size: 259, lr: 3.20e-04
2022-08-28 04:04:22,574 INFO [train.py:927] (7/8) Epoch 12, batch 6000, giga_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.07151, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07455, over 2474196.00 frames. utt_duration=472 frames, utt_pad_proportion=0.07009, over 21033.55 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05605, over 2353008.71 frames. utt_duration=1265 frames, utt_pad_proportion=0.05775, over 7447.98 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07726, over 2474951.02 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07032, over 22649.15 utterances.], batch size: 133, lr: 3.20e-04
2022-08-28 04:04:22,576 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 04:04:37,758 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.1804, simple_loss=0.2873, pruned_loss=0.03678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 04:06:20,541 INFO [train.py:927] (7/8) Epoch 12, batch 6050, giga_loss[loss=0.2317, simple_loss=0.3073, pruned_loss=0.07801, over 12363.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03312, over 104.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07466, over 2474434.73 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07235, over 20994.14 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2898, pruned_loss=0.05592, over 2355471.24 frames. utt_duration=1264 frames, utt_pad_proportion=0.05782, over 7464.77 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.07726, over 2474980.08 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07244, over 22507.60 utterances.], batch size: 104, lr: 3.20e-04
2022-08-28 04:08:04,637 INFO [train.py:927] (7/8) Epoch 12, batch 6100, giga_loss[loss=0.2224, simple_loss=0.302, pruned_loss=0.07139, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03103, over 39.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3095, pruned_loss=0.07531, over 2474172.38 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07596, over 20929.38 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05597, over 2356603.96 frames. utt_duration=1266 frames, utt_pad_proportion=0.05739, over 7453.15 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3119, pruned_loss=0.07747, over 2474643.54 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07598, over 22242.17 utterances.], batch size: 39, lr: 3.20e-04
2022-08-28 04:09:46,310 INFO [train.py:927] (7/8) Epoch 12, batch 6150, giga_loss[loss=0.2256, simple_loss=0.3111, pruned_loss=0.0701, over 12415.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3102, pruned_loss=0.07626, over 2474168.95 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07858, over 21428.31 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05629, over 2360124.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.06134, over 7539.71 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07824, over 2474515.93 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07749, over 22763.25 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 04:11:32,535 INFO [train.py:927] (7/8) Epoch 12, batch 6200, giga_loss[loss=0.2129, simple_loss=0.2945, pruned_loss=0.06563, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02943, over 42.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07624, over 2473069.69 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07529, over 20740.67 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2897, pruned_loss=0.05625, over 2364688.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05893, over 7508.26 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07877, over 2474218.90 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07551, over 22453.46 utterances.], batch size: 42, lr: 3.20e-04
2022-08-28 04:13:15,579 INFO [train.py:927] (7/8) Epoch 12, batch 6250, giga_loss[loss=0.2393, simple_loss=0.3149, pruned_loss=0.08189, over 12359.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.07825, over 2472457.39 frames. utt_duration=470 frames, utt_pad_proportion=0.07804, over 21108.72 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05645, over 2368501.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05743, over 7515.61 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3158, pruned_loss=0.08092, over 2473812.13 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07875, over 23003.83 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 04:15:03,338 INFO [train.py:927] (7/8) Epoch 12, batch 6300, giga_loss[loss=0.3179, simple_loss=0.3745, pruned_loss=0.1306, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.078, over 2472458.31 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07358, over 20182.62 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2904, pruned_loss=0.05665, over 2371691.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05601, over 7518.40 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3162, pruned_loss=0.08064, over 2473900.64 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07513, over 22103.92 utterances.], batch size: 258, lr: 3.20e-04
2022-08-28 04:16:46,338 INFO [train.py:927] (7/8) Epoch 12, batch 6350, giga_loss[loss=0.2182, simple_loss=0.298, pruned_loss=0.06913, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3142, pruned_loss=0.07798, over 2473074.91 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07302, over 20864.14 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2905, pruned_loss=0.05652, over 2373543.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05518, over 7498.14 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3167, pruned_loss=0.08056, over 2474346.99 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07461, over 22640.29 utterances.], batch size: 146, lr: 3.20e-04
2022-08-28 04:18:28,774 INFO [train.py:927] (7/8) Epoch 12, batch 6400, giga_loss[loss=0.2006, simple_loss=0.2855, pruned_loss=0.05785, over 12411.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.0346, over 75.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07785, over 2473791.16 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07732, over 21480.31 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05671, over 2376825.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.05457, over 7524.80 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3152, pruned_loss=0.0803, over 2474534.02 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0786, over 23223.37 utterances.], batch size: 75, lr: 3.20e-04
2022-08-28 04:20:13,745 INFO [train.py:927] (7/8) Epoch 12, batch 6450, giga_loss[loss=0.3104, simple_loss=0.358, pruned_loss=0.1314, over 12370.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07889, over 2473470.53 frames. utt_duration=459 frames, utt_pad_proportion=0.08021, over 21625.39 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2911, pruned_loss=0.05687, over 2378171.42 frames. utt_duration=1253 frames, utt_pad_proportion=0.05871, over 7598.14 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3146, pruned_loss=0.08099, over 2474154.69 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08008, over 23123.87 utterances.], batch size: 258, lr: 3.19e-04
2022-08-28 04:21:59,168 INFO [train.py:927] (7/8) Epoch 12, batch 6500, giga_loss[loss=0.2632, simple_loss=0.3341, pruned_loss=0.09613, over 12399.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06386, over 183.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3119, pruned_loss=0.07843, over 2473205.31 frames. utt_duration=462 frames, utt_pad_proportion=0.08011, over 21480.29 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05682, over 2380845.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.0574, over 7576.59 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08078, over 2473885.37 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08065, over 23115.14 utterances.], batch size: 183, lr: 3.19e-04
2022-08-28 04:23:40,162 INFO [train.py:927] (7/8) Epoch 12, batch 6550, giga_loss[loss=0.2157, simple_loss=0.3055, pruned_loss=0.06294, over 12360.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08078, over 2473601.50 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08353, over 22376.35 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05706, over 2382411.37 frames. utt_duration=1244 frames, utt_pad_proportion=0.06169, over 7668.56 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3164, pruned_loss=0.08274, over 2473968.43 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08275, over 23780.56 utterances.], batch size: 51, lr: 3.19e-04
2022-08-28 04:25:21,783 INFO [train.py:927] (7/8) Epoch 12, batch 6600, giga_loss[loss=0.2471, simple_loss=0.3257, pruned_loss=0.08431, over 12457.00 frames. utt_duration=860.7 frames, utt_pad_proportion=0.02414, over 58.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3142, pruned_loss=0.08094, over 2473678.48 frames. utt_duration=450 frames, utt_pad_proportion=0.07918, over 22059.33 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05679, over 2384871.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.06035, over 7640.08 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3167, pruned_loss=0.08337, over 2474187.71 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07932, over 23602.20 utterances.], batch size: 58, lr: 3.19e-04
2022-08-28 04:27:05,075 INFO [train.py:927] (7/8) Epoch 12, batch 6650, giga_loss[loss=0.2353, simple_loss=0.3262, pruned_loss=0.07218, over 12468.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3147, pruned_loss=0.0812, over 2474386.16 frames. utt_duration=451.1 frames, utt_pad_proportion=0.0781, over 22014.04 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05672, over 2387060.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05952, over 7645.97 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3172, pruned_loss=0.08372, over 2474811.65 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07861, over 23544.29 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 04:28:47,916 INFO [train.py:927] (7/8) Epoch 12, batch 6700, giga_loss[loss=0.2294, simple_loss=0.3075, pruned_loss=0.0756, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3152, pruned_loss=0.08133, over 2475220.37 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07787, over 21955.57 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05667, over 2388013.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05904, over 7650.51 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3173, pruned_loss=0.08359, over 2475485.61 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07851, over 23293.43 utterances.], batch size: 97, lr: 3.19e-04
2022-08-28 04:30:31,065 INFO [train.py:927] (7/8) Epoch 12, batch 6750, giga_loss[loss=0.2492, simple_loss=0.3249, pruned_loss=0.08674, over 12406.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.08144, over 2475667.97 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07398, over 21424.19 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05658, over 2390373.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.05867, over 7670.49 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08401, over 2476098.64 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07502, over 22859.30 utterances.], batch size: 183, lr: 3.19e-04
2022-08-28 04:32:13,428 INFO [train.py:927] (7/8) Epoch 12, batch 6800, giga_loss[loss=0.2614, simple_loss=0.3261, pruned_loss=0.0983, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04103, over 40.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.316, pruned_loss=0.08128, over 2474992.66 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07008, over 21024.03 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2911, pruned_loss=0.05686, over 2391673.13 frames. utt_duration=1254 frames, utt_pad_proportion=0.05789, over 7637.35 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3182, pruned_loss=0.08349, over 2475695.95 frames. utt_duration=443 frames, utt_pad_proportion=0.07145, over 22427.77 utterances.], batch size: 40, lr: 3.19e-04
2022-08-28 04:33:53,438 INFO [train.py:927] (7/8) Epoch 12, batch 6850, libri_loss[loss=0.1574, simple_loss=0.2417, pruned_loss=0.03659, over 12388.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009367, over 30.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3154, pruned_loss=0.08016, over 2474815.98 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06783, over 20583.53 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05679, over 2393529.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.0568, over 7621.55 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3178, pruned_loss=0.08253, over 2475571.65 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06951, over 22022.28 utterances.], batch size: 30, lr: 3.19e-04
2022-08-28 04:35:36,073 INFO [train.py:927] (7/8) Epoch 12, batch 6900, libri_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.06577, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008507, over 39.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3142, pruned_loss=0.07901, over 2474380.70 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06808, over 20508.26 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.0569, over 2395893.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05595, over 7632.64 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08154, over 2475398.50 frames. utt_duration=450 frames, utt_pad_proportion=0.06985, over 22075.27 utterances.], batch size: 39, lr: 3.19e-04
2022-08-28 04:37:19,952 INFO [train.py:927] (7/8) Epoch 12, batch 6950, giga_loss[loss=0.3162, simple_loss=0.354, pruned_loss=0.1392, over 12336.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3165, pruned_loss=0.08045, over 2473906.46 frames. utt_duration=478 frames, utt_pad_proportion=0.06794, over 20768.61 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05686, over 2397505.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05489, over 7605.13 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.319, pruned_loss=0.08302, over 2475027.84 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06974, over 22340.60 utterances.], batch size: 370, lr: 3.19e-04
2022-08-28 04:39:02,736 INFO [train.py:927] (7/8) Epoch 12, batch 7000, giga_loss[loss=0.2294, simple_loss=0.3171, pruned_loss=0.07087, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03436, over 43.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08027, over 2474589.99 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06947, over 20680.95 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2911, pruned_loss=0.05688, over 2399684.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05342, over 7579.24 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3186, pruned_loss=0.08307, over 2475920.89 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07141, over 22385.20 utterances.], batch size: 43, lr: 3.19e-04
2022-08-28 04:40:47,586 INFO [train.py:927] (7/8) Epoch 12, batch 7050, giga_loss[loss=0.2983, simple_loss=0.3498, pruned_loss=0.1234, over 12358.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.08136, over 2474139.39 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07508, over 21209.14 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.291, pruned_loss=0.05679, over 2401823.36 frames. utt_duration=1270 frames, utt_pad_proportion=0.05295, over 7574.73 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08446, over 2475624.40 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07654, over 23012.59 utterances.], batch size: 259, lr: 3.19e-04
2022-08-28 04:42:31,579 INFO [train.py:927] (7/8) Epoch 12, batch 7100, giga_loss[loss=0.2513, simple_loss=0.3264, pruned_loss=0.08812, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04027, over 133.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3175, pruned_loss=0.08213, over 2473613.39 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07731, over 22240.45 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05664, over 2403119.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.05208, over 7560.64 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08529, over 2475206.75 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07871, over 24009.80 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 04:44:13,595 INFO [train.py:927] (7/8) Epoch 12, batch 7150, giga_loss[loss=0.2393, simple_loss=0.3226, pruned_loss=0.07801, over 12331.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03091, over 91.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08108, over 2472928.50 frames. utt_duration=462 frames, utt_pad_proportion=0.07444, over 21477.70 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05638, over 2404606.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.05132, over 7529.94 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.0844, over 2474433.22 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07616, over 23242.92 utterances.], batch size: 91, lr: 3.19e-04
2022-08-28 04:45:55,473 INFO [train.py:927] (7/8) Epoch 12, batch 7200, giga_loss[loss=0.2061, simple_loss=0.2853, pruned_loss=0.06342, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05182, over 34.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08063, over 2473623.92 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07534, over 21325.31 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05626, over 2405938.08 frames. utt_duration=1280 frames, utt_pad_proportion=0.0506, over 7530.26 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.319, pruned_loss=0.08381, over 2474866.26 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07702, over 22978.36 utterances.], batch size: 34, lr: 3.19e-04
2022-08-28 04:47:38,428 INFO [train.py:927] (7/8) Epoch 12, batch 7250, giga_loss[loss=0.249, simple_loss=0.306, pruned_loss=0.09603, over 12352.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2105, over 372.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3124, pruned_loss=0.07961, over 2473456.34 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07707, over 21477.42 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05621, over 2406757.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.05011, over 7529.56 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3156, pruned_loss=0.08259, over 2474890.16 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07855, over 23025.84 utterances.], batch size: 372, lr: 3.19e-04
2022-08-28 04:49:21,738 INFO [train.py:927] (7/8) Epoch 12, batch 7300, giga_loss[loss=0.2144, simple_loss=0.2951, pruned_loss=0.06687, over 12251.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 54.00 utterances.], tot_loss[loss=0.235, simple_loss=0.311, pruned_loss=0.07951, over 2473432.48 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07877, over 22051.20 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05621, over 2407860.08 frames. utt_duration=1277 frames, utt_pad_proportion=0.05031, over 7550.64 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3138, pruned_loss=0.0822, over 2474477.68 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07988, over 23447.57 utterances.], batch size: 54, lr: 3.19e-04
2022-08-28 04:51:04,216 INFO [train.py:927] (7/8) Epoch 12, batch 7350, giga_loss[loss=0.2146, simple_loss=0.3047, pruned_loss=0.0623, over 12407.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03768, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3102, pruned_loss=0.07822, over 2473442.25 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08162, over 22723.54 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05603, over 2408851.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.05088, over 7576.36 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3129, pruned_loss=0.08092, over 2474565.83 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08239, over 24079.79 utterances.], batch size: 113, lr: 3.19e-04
2022-08-28 04:52:45,467 INFO [train.py:927] (7/8) Epoch 12, batch 7400, giga_loss[loss=0.191, simple_loss=0.2883, pruned_loss=0.04687, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.0747, over 2474470.51 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07623, over 22751.13 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05611, over 2410263.52 frames. utt_duration=1264 frames, utt_pad_proportion=0.05467, over 7636.17 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07715, over 2475258.03 frames. utt_duration=413 frames, utt_pad_proportion=0.0762, over 24059.67 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 04:54:30,085 INFO [train.py:927] (7/8) Epoch 12, batch 7450, libri_loss[loss=0.1663, simple_loss=0.2495, pruned_loss=0.04156, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008408, over 30.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.07126, over 2474698.65 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07648, over 23053.38 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05597, over 2412448.77 frames. utt_duration=1248 frames, utt_pad_proportion=0.0619, over 7744.17 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07404, over 2475916.45 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07454, over 24639.74 utterances.], batch size: 30, lr: 3.19e-04
2022-08-28 04:56:14,163 INFO [train.py:927] (7/8) Epoch 12, batch 7500, giga_loss[loss=0.2688, simple_loss=0.3454, pruned_loss=0.09611, over 12398.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.0438, over 146.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3048, pruned_loss=0.0685, over 2474967.98 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07552, over 23029.18 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05608, over 2413150.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.0621, over 7769.60 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3073, pruned_loss=0.07073, over 2475849.57 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07403, over 24387.88 utterances.], batch size: 146, lr: 3.19e-04
2022-08-28 04:57:59,607 INFO [train.py:927] (7/8) Epoch 12, batch 7550, giga_loss[loss=0.2233, simple_loss=0.3109, pruned_loss=0.06781, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.0541, over 162.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3046, pruned_loss=0.06789, over 2475595.84 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07122, over 23438.25 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05628, over 2414766.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06103, over 7766.21 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3068, pruned_loss=0.06977, over 2476231.79 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07064, over 24856.90 utterances.], batch size: 162, lr: 3.19e-04
2022-08-28 04:59:41,780 INFO [train.py:927] (7/8) Epoch 12, batch 7600, giga_loss[loss=0.2062, simple_loss=0.2973, pruned_loss=0.05752, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05335, over 34.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.06615, over 2475529.63 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07403, over 24005.88 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05645, over 2416467.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.0599, over 7773.92 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.304, pruned_loss=0.06778, over 2476149.10 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07383, over 25570.58 utterances.], batch size: 34, lr: 3.19e-04
2022-08-28 05:01:25,158 INFO [train.py:927] (7/8) Epoch 12, batch 7650, libri_loss[loss=0.1609, simple_loss=0.245, pruned_loss=0.03834, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009072, over 29.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3021, pruned_loss=0.0653, over 2475970.88 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07218, over 23796.36 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.0562, over 2418382.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.05993, over 7793.52 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.304, pruned_loss=0.06714, over 2476570.64 frames. utt_duration=389.2 frames, utt_pad_proportion=0.07222, over 25546.72 utterances.], batch size: 29, lr: 3.19e-04
2022-08-28 05:03:10,432 INFO [train.py:927] (7/8) Epoch 12, batch 7700, giga_loss[loss=0.1848, simple_loss=0.2752, pruned_loss=0.04722, over 12429.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04001, over 114.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06247, over 2475983.13 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07082, over 23853.91 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05601, over 2419453.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.059, over 7759.90 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3006, pruned_loss=0.06429, over 2476804.67 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07125, over 25645.16 utterances.], batch size: 114, lr: 3.19e-04
2022-08-28 05:04:54,623 INFO [train.py:927] (7/8) Epoch 12, batch 7750, giga_loss[loss=0.195, simple_loss=0.2791, pruned_loss=0.05544, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05936, over 182.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.296, pruned_loss=0.06108, over 2476023.75 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06627, over 23920.58 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05605, over 2420484.37 frames. utt_duration=1254 frames, utt_pad_proportion=0.05789, over 7731.17 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2976, pruned_loss=0.06265, over 2477013.38 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06725, over 25735.91 utterances.], batch size: 182, lr: 3.19e-04
2022-08-28 05:06:44,079 INFO [train.py:927] (7/8) Epoch 12, batch 7800, giga_loss[loss=0.1907, simple_loss=0.2932, pruned_loss=0.04406, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2955, pruned_loss=0.06115, over 2476089.82 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07202, over 24581.91 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2902, pruned_loss=0.05607, over 2421379.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05696, over 7715.64 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.297, pruned_loss=0.06247, over 2477045.63 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07272, over 26319.87 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 05:08:41,064 INFO [train.py:927] (7/8) Epoch 12, batch 7850, giga_loss[loss=0.2211, simple_loss=0.3061, pruned_loss=0.06807, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2966, pruned_loss=0.06053, over 2476058.77 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07204, over 24526.80 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.0559, over 2422874.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05576, over 7703.37 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06187, over 2476931.27 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07308, over 26402.18 utterances.], batch size: 122, lr: 3.19e-04
2022-08-28 05:10:41,203 INFO [train.py:927] (7/8) Epoch 12, batch 7900, giga_loss[loss=0.2384, simple_loss=0.3063, pruned_loss=0.08526, over 12400.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.05935, over 2476709.05 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0748, over 25117.42 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05597, over 2424301.00 frames. utt_duration=1263 frames, utt_pad_proportion=0.0551, over 7686.04 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06047, over 2477311.09 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0757, over 27016.36 utterances.], batch size: 257, lr: 3.19e-04
2022-08-28 05:12:47,728 INFO [train.py:927] (7/8) Epoch 12, batch 7950, giga_loss[loss=0.2164, simple_loss=0.3067, pruned_loss=0.06307, over 12466.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03471, over 98.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.0578, over 2477002.17 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07543, over 25433.35 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05596, over 2424900.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05471, over 7672.22 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05871, over 2477407.02 frames. utt_duration=367 frames, utt_pad_proportion=0.07624, over 27102.70 utterances.], batch size: 98, lr: 3.19e-04
2022-08-28 05:14:57,949 INFO [train.py:927] (7/8) Epoch 12, batch 8000, giga_loss[loss=0.1804, simple_loss=0.2695, pruned_loss=0.04569, over 12326.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03255, over 70.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2906, pruned_loss=0.05756, over 2477628.32 frames. utt_duration=403.8 frames, utt_pad_proportion=0.074, over 24621.77 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2895, pruned_loss=0.05605, over 2426763.24 frames. utt_duration=1258 frames, utt_pad_proportion=0.05837, over 7726.98 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.292, pruned_loss=0.0583, over 2478147.93 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07414, over 26540.64 utterances.], batch size: 70, lr: 3.19e-04
2022-08-28 05:16:50,651 INFO [train.py:927] (7/8) Epoch 12, batch 8050, giga_loss[loss=0.2083, simple_loss=0.3001, pruned_loss=0.05825, over 12348.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02967, over 85.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2886, pruned_loss=0.05626, over 2477967.63 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07439, over 25014.30 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.05566, over 2428239.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05815, over 7722.68 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2904, pruned_loss=0.0572, over 2478416.13 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07461, over 26991.52 utterances.], batch size: 85, lr: 3.19e-04
2022-08-28 05:19:03,006 INFO [train.py:927] (7/8) Epoch 12, batch 8100, giga_loss[loss=0.1641, simple_loss=0.2569, pruned_loss=0.03568, over 12333.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03203, over 58.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.05566, over 2476346.43 frames. utt_duration=412 frames, utt_pad_proportion=0.07306, over 24117.12 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2889, pruned_loss=0.05567, over 2429701.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.058, over 7765.42 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05645, over 2477537.12 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0736, over 26431.33 utterances.], batch size: 58, lr: 3.19e-04
2022-08-28 05:21:05,752 INFO [train.py:927] (7/8) Epoch 12, batch 8150, giga_loss[loss=0.1919, simple_loss=0.2924, pruned_loss=0.0457, over 12452.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.03292, over 92.00 utterances.], tot_loss[loss=0.199, simple_loss=0.288, pruned_loss=0.05504, over 2476502.83 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07048, over 23962.81 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2888, pruned_loss=0.05568, over 2430129.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05733, over 7748.02 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.289, pruned_loss=0.05565, over 2477662.02 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07131, over 26005.85 utterances.], batch size: 92, lr: 3.19e-04
2022-08-28 05:23:12,484 INFO [train.py:927] (7/8) Epoch 12, batch 8200, giga_loss[loss=0.2235, simple_loss=0.3161, pruned_loss=0.06546, over 12419.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03246, over 122.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.291, pruned_loss=0.05453, over 2476997.70 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06905, over 24206.72 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05564, over 2430580.21 frames. utt_duration=1257 frames, utt_pad_proportion=0.0569, over 7742.58 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2919, pruned_loss=0.05504, over 2477923.99 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06994, over 25967.07 utterances.], batch size: 122, lr: 3.19e-04
2022-08-28 05:25:22,933 INFO [train.py:927] (7/8) Epoch 12, batch 8250, giga_loss[loss=0.2383, simple_loss=0.3297, pruned_loss=0.07343, over 12429.00 frames. utt_duration=803.1 frames, utt_pad_proportion=0.02777, over 62.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2918, pruned_loss=0.0543, over 2477087.20 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07045, over 24270.47 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2885, pruned_loss=0.05558, over 2431199.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.05609, over 7717.85 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2928, pruned_loss=0.05472, over 2478127.76 frames. utt_duration=382.5 frames, utt_pad_proportion=0.07136, over 25996.24 utterances.], batch size: 62, lr: 3.19e-04
2022-08-28 05:27:23,656 INFO [train.py:927] (7/8) Epoch 12, batch 8300, giga_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05326, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2919, pruned_loss=0.05483, over 2476961.25 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06638, over 23191.19 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2881, pruned_loss=0.05549, over 2432341.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05519, over 7694.41 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2931, pruned_loss=0.05524, over 2478002.26 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06777, over 25038.02 utterances.], batch size: 147, lr: 3.19e-04
2022-08-28 05:29:55,603 INFO [train.py:927] (7/8) Epoch 12, batch 8350, libri_loss[loss=0.2184, simple_loss=0.3199, pruned_loss=0.05845, over 12469.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008342, over 39.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.292, pruned_loss=0.0555, over 2476937.04 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06894, over 23750.42 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2881, pruned_loss=0.0554, over 2432774.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.0546, over 7676.13 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2931, pruned_loss=0.05591, over 2477958.99 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07008, over 25450.06 utterances.], batch size: 39, lr: 3.18e-04
2022-08-28 05:32:01,740 INFO [train.py:927] (7/8) Epoch 12, batch 8400, giga_loss[loss=0.1847, simple_loss=0.2769, pruned_loss=0.04627, over 12417.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.05466, over 2477645.61 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06762, over 23910.92 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.288, pruned_loss=0.05547, over 2433683.15 frames. utt_duration=1260 frames, utt_pad_proportion=0.05787, over 7733.87 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2907, pruned_loss=0.05493, over 2478431.39 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06789, over 25488.34 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:33:59,604 INFO [train.py:927] (7/8) Epoch 12, batch 8450, libri_loss[loss=0.1664, simple_loss=0.2488, pruned_loss=0.04193, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00908, over 30.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.29, pruned_loss=0.05509, over 2477242.96 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06678, over 23479.17 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2873, pruned_loss=0.05523, over 2435315.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.06027, over 7748.75 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2914, pruned_loss=0.0555, over 2478377.60 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0665, over 25490.07 utterances.], batch size: 30, lr: 3.18e-04
2022-08-28 05:35:59,219 INFO [train.py:927] (7/8) Epoch 12, batch 8500, giga_loss[loss=0.2057, simple_loss=0.2924, pruned_loss=0.0595, over 12340.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.02818, over 70.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05575, over 2477492.58 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06326, over 23205.96 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2873, pruned_loss=0.05523, over 2436677.50 frames. utt_duration=1262 frames, utt_pad_proportion=0.05883, over 7729.78 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2912, pruned_loss=0.05608, over 2478492.18 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06374, over 25322.82 utterances.], batch size: 70, lr: 3.18e-04
2022-08-28 05:38:06,797 INFO [train.py:927] (7/8) Epoch 12, batch 8550, giga_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05128, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03092, over 122.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05641, over 2477928.44 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06595, over 23822.60 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.05513, over 2437360.59 frames. utt_duration=1265 frames, utt_pad_proportion=0.05807, over 7716.42 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.291, pruned_loss=0.05677, over 2478819.37 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06636, over 25791.67 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 05:40:23,935 INFO [train.py:927] (7/8) Epoch 12, batch 8600, giga_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05564, over 12399.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03945, over 105.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2914, pruned_loss=0.0562, over 2478003.04 frames. utt_duration=416 frames, utt_pad_proportion=0.06437, over 23893.39 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.05509, over 2437932.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05745, over 7683.40 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2924, pruned_loss=0.05654, over 2478903.08 frames. utt_duration=386 frames, utt_pad_proportion=0.06501, over 25764.29 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 05:42:35,195 INFO [train.py:927] (7/8) Epoch 12, batch 8650, giga_loss[loss=0.2243, simple_loss=0.2951, pruned_loss=0.07677, over 12423.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09585, over 256.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05672, over 2478867.93 frames. utt_duration=416.4 frames, utt_pad_proportion=0.0625, over 23877.10 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.05526, over 2439345.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05595, over 7647.08 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05687, over 2479550.14 frames. utt_duration=383.6 frames, utt_pad_proportion=0.0636, over 25932.12 utterances.], batch size: 256, lr: 3.18e-04
2022-08-28 05:44:32,759 INFO [train.py:927] (7/8) Epoch 12, batch 8700, giga_loss[loss=0.1881, simple_loss=0.2836, pruned_loss=0.04627, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03283, over 85.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2872, pruned_loss=0.0552, over 2478475.66 frames. utt_duration=422 frames, utt_pad_proportion=0.06065, over 23556.71 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2872, pruned_loss=0.05531, over 2439934.72 frames. utt_duration=1282 frames, utt_pad_proportion=0.05474, over 7620.03 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2879, pruned_loss=0.05529, over 2479533.75 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06205, over 25660.42 utterances.], batch size: 85, lr: 3.18e-04
2022-08-28 05:46:33,157 INFO [train.py:927] (7/8) Epoch 12, batch 8750, giga_loss[loss=0.1769, simple_loss=0.2697, pruned_loss=0.04209, over 12311.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.05585, over 2477799.05 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06149, over 23507.56 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05548, over 2440776.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.05477, over 7646.31 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2882, pruned_loss=0.05577, over 2478556.82 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06256, over 25438.71 utterances.], batch size: 58, lr: 3.18e-04
2022-08-28 05:48:39,251 INFO [train.py:927] (7/8) Epoch 12, batch 8800, giga_loss[loss=0.1881, simple_loss=0.2793, pruned_loss=0.0484, over 12436.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2867, pruned_loss=0.05489, over 2477502.12 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06347, over 24086.57 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2879, pruned_loss=0.05558, over 2441311.69 frames. utt_duration=1280 frames, utt_pad_proportion=0.05365, over 7639.19 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2866, pruned_loss=0.05473, over 2478444.37 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06454, over 25988.80 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:50:50,324 INFO [train.py:927] (7/8) Epoch 12, batch 8850, giga_loss[loss=0.2026, simple_loss=0.2891, pruned_loss=0.058, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02811, over 48.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.285, pruned_loss=0.05392, over 2476560.74 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06031, over 22769.08 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2871, pruned_loss=0.0551, over 2442552.78 frames. utt_duration=1286 frames, utt_pad_proportion=0.05186, over 7606.75 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2856, pruned_loss=0.05418, over 2477795.14 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06206, over 25056.51 utterances.], batch size: 48, lr: 3.18e-04
2022-08-28 05:52:56,274 INFO [train.py:927] (7/8) Epoch 12, batch 8900, giga_loss[loss=0.2098, simple_loss=0.2945, pruned_loss=0.06258, over 12380.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2858, pruned_loss=0.05473, over 2476935.12 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06074, over 23415.94 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.05513, over 2442819.26 frames. utt_duration=1288 frames, utt_pad_proportion=0.05147, over 7597.72 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2862, pruned_loss=0.0549, over 2477958.66 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06218, over 25347.69 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:54:53,071 INFO [train.py:927] (7/8) Epoch 12, batch 8950, giga_loss[loss=0.2214, simple_loss=0.3093, pruned_loss=0.06678, over 12399.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04503, over 146.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2853, pruned_loss=0.05417, over 2477318.34 frames. utt_duration=422.9 frames, utt_pad_proportion=0.0623, over 23498.11 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2875, pruned_loss=0.05524, over 2443678.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.05506, over 7657.08 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2852, pruned_loss=0.05419, over 2478444.96 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06257, over 25532.49 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 05:56:56,061 INFO [train.py:927] (7/8) Epoch 12, batch 9000, giga_loss[loss=0.2346, simple_loss=0.3128, pruned_loss=0.07818, over 12435.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04832, over 147.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2872, pruned_loss=0.05404, over 2477277.10 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06141, over 23394.32 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2873, pruned_loss=0.05514, over 2443875.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05536, over 7662.01 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05413, over 2478466.00 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06163, over 25224.01 utterances.], batch size: 147, lr: 3.18e-04
2022-08-28 05:56:56,062 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 05:57:10,156 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.18, simple_loss=0.2927, pruned_loss=0.03369, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 05:59:07,203 INFO [train.py:927] (7/8) Epoch 12, batch 9050, giga_loss[loss=0.214, simple_loss=0.2946, pruned_loss=0.06666, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03464, over 42.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2882, pruned_loss=0.05437, over 2477155.12 frames. utt_duration=425 frames, utt_pad_proportion=0.05966, over 23382.45 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2874, pruned_loss=0.0551, over 2444580.30 frames. utt_duration=1279 frames, utt_pad_proportion=0.05441, over 7653.05 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2883, pruned_loss=0.05446, over 2478380.19 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06027, over 25281.44 utterances.], batch size: 42, lr: 3.18e-04
2022-08-28 06:01:07,042 INFO [train.py:927] (7/8) Epoch 12, batch 9100, giga_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06624, over 12413.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05821, over 182.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05377, over 2476401.83 frames. utt_duration=425.1 frames, utt_pad_proportion=0.05997, over 23366.87 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2869, pruned_loss=0.05481, over 2445065.63 frames. utt_duration=1286 frames, utt_pad_proportion=0.05274, over 7616.50 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05407, over 2478131.47 frames. utt_duration=390 frames, utt_pad_proportion=0.06092, over 25493.83 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 06:03:02,754 INFO [train.py:927] (7/8) Epoch 12, batch 9150, giga_loss[loss=0.2044, simple_loss=0.295, pruned_loss=0.05694, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05386, over 2476814.52 frames. utt_duration=425 frames, utt_pad_proportion=0.05843, over 23377.01 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.0547, over 2445302.89 frames. utt_duration=1289 frames, utt_pad_proportion=0.05217, over 7598.37 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05417, over 2478398.22 frames. utt_duration=393.4 frames, utt_pad_proportion=0.05946, over 25274.37 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:05:08,054 INFO [train.py:927] (7/8) Epoch 12, batch 9200, giga_loss[loss=0.185, simple_loss=0.2793, pruned_loss=0.04531, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03546, over 113.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05421, over 2477275.68 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0598, over 23999.19 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.287, pruned_loss=0.0547, over 2445434.06 frames. utt_duration=1291 frames, utt_pad_proportion=0.05181, over 7585.40 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.05446, over 2478700.40 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06062, over 25646.50 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 06:07:03,089 INFO [train.py:927] (7/8) Epoch 12, batch 9250, giga_loss[loss=0.2006, simple_loss=0.2861, pruned_loss=0.05755, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03539, over 39.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2893, pruned_loss=0.05544, over 2477417.50 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06354, over 24650.98 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2872, pruned_loss=0.05476, over 2445882.58 frames. utt_duration=1293 frames, utt_pad_proportion=0.05123, over 7572.67 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2893, pruned_loss=0.05559, over 2478574.02 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06416, over 26199.96 utterances.], batch size: 39, lr: 3.18e-04
2022-08-28 06:09:16,617 INFO [train.py:927] (7/8) Epoch 12, batch 9300, giga_loss[loss=0.2261, simple_loss=0.3136, pruned_loss=0.06932, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2909, pruned_loss=0.05587, over 2477073.62 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06553, over 24804.23 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2874, pruned_loss=0.05477, over 2446470.25 frames. utt_duration=1296 frames, utt_pad_proportion=0.05036, over 7558.55 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2908, pruned_loss=0.05601, over 2478160.82 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06617, over 26425.39 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 06:11:23,543 INFO [train.py:927] (7/8) Epoch 12, batch 9350, giga_loss[loss=0.2026, simple_loss=0.2936, pruned_loss=0.05581, over 12389.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02782, over 58.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.05559, over 2477298.90 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06629, over 24519.87 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2875, pruned_loss=0.0548, over 2446953.73 frames. utt_duration=1284 frames, utt_pad_proportion=0.0545, over 7629.56 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2898, pruned_loss=0.0557, over 2478543.55 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06586, over 26214.43 utterances.], batch size: 58, lr: 3.18e-04
2022-08-28 06:13:21,019 INFO [train.py:927] (7/8) Epoch 12, batch 9400, giga_loss[loss=0.2233, simple_loss=0.3068, pruned_loss=0.0699, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2894, pruned_loss=0.05531, over 2477094.16 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06487, over 24460.36 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2878, pruned_loss=0.05472, over 2447876.93 frames. utt_duration=1288 frames, utt_pad_proportion=0.05287, over 7611.81 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.05549, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:15:23,980 INFO [train.py:927] (7/8) Epoch 12, batch 9450, giga_loss[loss=0.1839, simple_loss=0.2787, pruned_loss=0.04457, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.0554, over 2477306.42 frames. utt_duration=407.3 frames, utt_pad_proportion=0.065, over 24400.19 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2875, pruned_loss=0.05473, over 2448826.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.05589, over 7659.87 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05556, over 2478488.86 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0645, over 26562.57 utterances.], batch size: 75, lr: 3.18e-04
2022-08-28 06:17:28,419 INFO [train.py:927] (7/8) Epoch 12, batch 9500, giga_loss[loss=0.1934, simple_loss=0.2966, pruned_loss=0.04513, over 12361.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02996, over 58.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2875, pruned_loss=0.0543, over 2477286.15 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06367, over 23821.69 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05468, over 2449035.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05627, over 7677.31 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2875, pruned_loss=0.05447, over 2478285.08 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06328, over 25652.92 utterances.], batch size: 58, lr: 3.18e-04
2022-08-28 06:19:17,965 INFO [train.py:927] (7/8) Epoch 12, batch 9550, giga_loss[loss=0.1894, simple_loss=0.2834, pruned_loss=0.04771, over 12404.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2879, pruned_loss=0.05306, over 2477920.92 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06407, over 23712.24 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2874, pruned_loss=0.05457, over 2449290.40 frames. utt_duration=1280 frames, utt_pad_proportion=0.05586, over 7664.59 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2881, pruned_loss=0.05328, over 2478737.12 frames. utt_duration=393 frames, utt_pad_proportion=0.06385, over 25304.77 utterances.], batch size: 62, lr: 3.18e-04
2022-08-28 06:21:31,057 INFO [train.py:927] (7/8) Epoch 12, batch 9600, giga_loss[loss=0.1923, simple_loss=0.287, pruned_loss=0.04884, over 12416.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03347, over 122.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2876, pruned_loss=0.05247, over 2477448.44 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06406, over 23748.71 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05461, over 2449277.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.05564, over 7660.26 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2875, pruned_loss=0.05259, over 2478230.29 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06397, over 25073.85 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:23:40,562 INFO [train.py:927] (7/8) Epoch 12, batch 9650, giga_loss[loss=0.1821, simple_loss=0.2863, pruned_loss=0.03894, over 12418.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02525, over 91.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2874, pruned_loss=0.05239, over 2476993.41 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06662, over 23890.98 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2874, pruned_loss=0.05443, over 2449600.74 frames. utt_duration=1286 frames, utt_pad_proportion=0.05417, over 7626.64 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05258, over 2478222.59 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06696, over 25525.29 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:25:53,966 INFO [train.py:927] (7/8) Epoch 12, batch 9700, giga_loss[loss=0.2029, simple_loss=0.2975, pruned_loss=0.05414, over 12351.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02335, over 45.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2892, pruned_loss=0.05302, over 2477014.66 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06268, over 22992.30 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05424, over 2450080.76 frames. utt_duration=1292 frames, utt_pad_proportion=0.05301, over 7592.13 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2898, pruned_loss=0.05331, over 2478439.50 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06362, over 24851.93 utterances.], batch size: 45, lr: 3.18e-04
2022-08-28 06:28:10,565 INFO [train.py:927] (7/8) Epoch 12, batch 9750, giga_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05598, over 12383.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05588, over 181.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2892, pruned_loss=0.05304, over 2476935.25 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06331, over 22726.20 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05401, over 2451097.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.05199, over 7587.46 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2901, pruned_loss=0.05345, over 2477989.68 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06443, over 24711.38 utterances.], batch size: 181, lr: 3.18e-04
2022-08-28 06:30:25,935 INFO [train.py:927] (7/8) Epoch 12, batch 9800, giga_loss[loss=0.2158, simple_loss=0.298, pruned_loss=0.06678, over 12407.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09729, over 256.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2876, pruned_loss=0.05252, over 2476557.27 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06475, over 23080.69 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2862, pruned_loss=0.05389, over 2451450.63 frames. utt_duration=1298 frames, utt_pad_proportion=0.05125, over 7562.95 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05292, over 2477522.87 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06576, over 24927.79 utterances.], batch size: 256, lr: 3.18e-04
2022-08-28 06:32:22,791 INFO [train.py:927] (7/8) Epoch 12, batch 9850, giga_loss[loss=0.1809, simple_loss=0.2696, pruned_loss=0.04607, over 12387.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2875, pruned_loss=0.05271, over 2475718.09 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06681, over 22998.18 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2863, pruned_loss=0.05378, over 2451772.09 frames. utt_duration=1306 frames, utt_pad_proportion=0.04933, over 7517.92 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2883, pruned_loss=0.05307, over 2477346.21 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06817, over 25270.37 utterances.], batch size: 359, lr: 3.18e-04
2022-08-28 06:34:19,579 INFO [train.py:927] (7/8) Epoch 12, batch 9900, giga_loss[loss=0.2301, simple_loss=0.3138, pruned_loss=0.0732, over 12375.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2895, pruned_loss=0.05345, over 2476193.94 frames. utt_duration=428.5 frames, utt_pad_proportion=0.0659, over 23180.03 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05375, over 2451795.27 frames. utt_duration=1304 frames, utt_pad_proportion=0.04905, over 7532.14 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.29, pruned_loss=0.05375, over 2477766.22 frames. utt_duration=395 frames, utt_pad_proportion=0.06719, over 25165.05 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:36:08,667 INFO [train.py:927] (7/8) Epoch 12, batch 9950, libri_loss[loss=0.2202, simple_loss=0.3123, pruned_loss=0.06402, over 12378.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008699, over 38.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2878, pruned_loss=0.05313, over 2476888.23 frames. utt_duration=414.2 frames, utt_pad_proportion=0.0697, over 23987.46 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2867, pruned_loss=0.0538, over 2452270.91 frames. utt_duration=1303 frames, utt_pad_proportion=0.04861, over 7537.47 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.0533, over 2478146.87 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07065, over 25849.20 utterances.], batch size: 38, lr: 3.18e-04
2022-08-28 06:38:02,816 INFO [train.py:927] (7/8) Epoch 12, batch 10000, giga_loss[loss=0.2439, simple_loss=0.3317, pruned_loss=0.07807, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2905, pruned_loss=0.05452, over 2476724.61 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06924, over 24019.89 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.0538, over 2452823.21 frames. utt_duration=1287 frames, utt_pad_proportion=0.05274, over 7630.47 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2903, pruned_loss=0.05466, over 2477790.31 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06902, over 25816.93 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:39:43,338 INFO [train.py:927] (7/8) Epoch 12, batch 10050, giga_loss[loss=0.1947, simple_loss=0.3017, pruned_loss=0.04388, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2961, pruned_loss=0.05762, over 2475649.43 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06925, over 23051.64 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.05388, over 2453065.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.05183, over 7625.76 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2962, pruned_loss=0.05773, over 2476792.08 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06946, over 24856.54 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 06:41:27,139 INFO [train.py:927] (7/8) Epoch 12, batch 10100, giga_loss[loss=0.1754, simple_loss=0.2621, pruned_loss=0.0444, over 12473.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02947, over 55.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2947, pruned_loss=0.05798, over 2476074.05 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07246, over 22308.67 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05403, over 2453323.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05576, over 7693.64 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2947, pruned_loss=0.05799, over 2477058.78 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07135, over 23882.91 utterances.], batch size: 55, lr: 3.18e-04
2022-08-28 06:43:08,625 INFO [train.py:927] (7/8) Epoch 12, batch 10150, giga_loss[loss=0.1556, simple_loss=0.2378, pruned_loss=0.03673, over 12403.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.02872, over 97.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05654, over 2476333.83 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07144, over 21328.86 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2876, pruned_loss=0.05421, over 2454320.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05978, over 7791.38 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2895, pruned_loss=0.05648, over 2476944.21 frames. utt_duration=433 frames, utt_pad_proportion=0.0695, over 22951.89 utterances.], batch size: 97, lr: 3.18e-04
2022-08-28 06:44:52,436 INFO [train.py:927] (7/8) Epoch 12, batch 10200, giga_loss[loss=0.1755, simple_loss=0.2687, pruned_loss=0.04109, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0491, over 34.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2819, pruned_loss=0.05401, over 2476290.34 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06963, over 20571.40 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2877, pruned_loss=0.05417, over 2454519.57 frames. utt_duration=1266 frames, utt_pad_proportion=0.0589, over 7766.76 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2817, pruned_loss=0.05402, over 2476977.57 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06845, over 22098.79 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 06:46:34,184 INFO [train.py:927] (7/8) Epoch 12, batch 10250, giga_loss[loss=0.185, simple_loss=0.2638, pruned_loss=0.05308, over 12420.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2759, pruned_loss=0.05202, over 2475384.44 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0699, over 20194.71 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2873, pruned_loss=0.05378, over 2454418.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05801, over 7738.90 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2759, pruned_loss=0.05235, over 2476486.78 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0693, over 21713.56 utterances.], batch size: 183, lr: 3.17e-04
2022-08-28 06:48:16,558 INFO [train.py:927] (7/8) Epoch 12, batch 10300, giga_loss[loss=0.1589, simple_loss=0.2503, pruned_loss=0.03369, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2713, pruned_loss=0.05005, over 2475141.82 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06715, over 19479.54 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.0535, over 2455047.88 frames. utt_duration=1275 frames, utt_pad_proportion=0.05655, over 7710.23 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2712, pruned_loss=0.05046, over 2476242.56 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06742, over 21172.01 utterances.], batch size: 133, lr: 3.17e-04
2022-08-28 06:49:58,174 INFO [train.py:927] (7/8) Epoch 12, batch 10350, giga_loss[loss=0.2151, simple_loss=0.2828, pruned_loss=0.07376, over 12377.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2667, pruned_loss=0.04841, over 2475055.36 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06854, over 19598.07 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.05357, over 2455245.90 frames. utt_duration=1279 frames, utt_pad_proportion=0.05571, over 7689.12 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2664, pruned_loss=0.04861, over 2476120.44 frames. utt_duration=469.1 frames, utt_pad_proportion=0.069, over 21178.32 utterances.], batch size: 258, lr: 3.17e-04
2022-08-28 06:51:42,087 INFO [train.py:927] (7/8) Epoch 12, batch 10400, giga_loss[loss=0.1491, simple_loss=0.2272, pruned_loss=0.0355, over 12330.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.05081, over 31.00 utterances.], tot_loss[loss=0.1771, simple_loss=0.2611, pruned_loss=0.04653, over 2474363.93 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06617, over 19082.97 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05358, over 2455405.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05607, over 7715.55 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2605, pruned_loss=0.04659, over 2475312.12 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06668, over 20463.11 utterances.], batch size: 31, lr: 3.17e-04
2022-08-28 06:53:25,253 INFO [train.py:927] (7/8) Epoch 12, batch 10450, giga_loss[loss=0.1456, simple_loss=0.2253, pruned_loss=0.03295, over 12350.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0329, over 104.00 utterances.], tot_loss[loss=0.1739, simple_loss=0.2573, pruned_loss=0.0453, over 2473929.18 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06338, over 19290.71 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05374, over 2455689.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.05542, over 7714.77 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.256, pruned_loss=0.04504, over 2474828.78 frames. utt_duration=481 frames, utt_pad_proportion=0.06422, over 20643.92 utterances.], batch size: 104, lr: 3.17e-04
2022-08-28 06:55:06,664 INFO [train.py:927] (7/8) Epoch 12, batch 10500, giga_loss[loss=0.2209, simple_loss=0.3116, pruned_loss=0.06512, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2626, pruned_loss=0.04754, over 2474156.88 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06188, over 19255.66 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2873, pruned_loss=0.05381, over 2455735.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05899, over 7796.34 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2604, pruned_loss=0.04703, over 2475408.96 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06152, over 20631.12 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 06:56:51,907 INFO [train.py:927] (7/8) Epoch 12, batch 10550, giga_loss[loss=0.2272, simple_loss=0.3181, pruned_loss=0.06811, over 12461.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03889, over 26.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2735, pruned_loss=0.05254, over 2473831.83 frames. utt_duration=526 frames, utt_pad_proportion=0.06143, over 18864.91 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05376, over 2455837.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05837, over 7787.37 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2717, pruned_loss=0.05213, over 2474979.05 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06139, over 20112.16 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 06:58:32,255 INFO [train.py:927] (7/8) Epoch 12, batch 10600, giga_loss[loss=0.2094, simple_loss=0.3049, pruned_loss=0.05695, over 12427.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02366, over 48.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2803, pruned_loss=0.05462, over 2473714.39 frames. utt_duration=490.7 frames, utt_pad_proportion=0.0739, over 20226.21 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05406, over 2456066.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06591, over 7929.67 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2782, pruned_loss=0.05403, over 2474743.58 frames. utt_duration=466 frames, utt_pad_proportion=0.07081, over 21309.31 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:00:17,033 INFO [train.py:927] (7/8) Epoch 12, batch 10650, giga_loss[loss=0.2336, simple_loss=0.3091, pruned_loss=0.079, over 12254.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03029, over 42.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2852, pruned_loss=0.05641, over 2474129.21 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07125, over 19984.14 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05392, over 2456568.54 frames. utt_duration=1246 frames, utt_pad_proportion=0.06471, over 7893.79 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2833, pruned_loss=0.0561, over 2474862.71 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06936, over 21155.97 utterances.], batch size: 42, lr: 3.17e-04
2022-08-28 07:02:01,632 INFO [train.py:927] (7/8) Epoch 12, batch 10700, giga_loss[loss=0.202, simple_loss=0.289, pruned_loss=0.05745, over 12384.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04467, over 26.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2885, pruned_loss=0.0582, over 2473504.10 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07209, over 19743.88 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05397, over 2456834.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06753, over 7940.21 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2869, pruned_loss=0.05796, over 2474143.25 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06959, over 20848.95 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 07:03:41,849 INFO [train.py:927] (7/8) Epoch 12, batch 10750, giga_loss[loss=0.2483, simple_loss=0.3308, pruned_loss=0.08288, over 12186.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02915, over 36.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2918, pruned_loss=0.05965, over 2472523.34 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06877, over 18761.30 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2874, pruned_loss=0.05376, over 2456749.63 frames. utt_duration=1246 frames, utt_pad_proportion=0.06604, over 7899.35 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2911, pruned_loss=0.05984, over 2473728.05 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06742, over 20114.53 utterances.], batch size: 36, lr: 3.17e-04
2022-08-28 07:05:25,043 INFO [train.py:927] (7/8) Epoch 12, batch 10800, giga_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05316, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03165, over 85.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.0607, over 2472085.02 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07606, over 19327.14 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.287, pruned_loss=0.05357, over 2457060.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.06476, over 7879.32 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2945, pruned_loss=0.06127, over 2473353.85 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07508, over 20843.22 utterances.], batch size: 85, lr: 3.17e-04
2022-08-28 07:07:07,432 INFO [train.py:927] (7/8) Epoch 12, batch 10850, giga_loss[loss=0.2143, simple_loss=0.3098, pruned_loss=0.05934, over 12423.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04195, over 31.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2964, pruned_loss=0.06018, over 2472481.55 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06954, over 17906.77 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2869, pruned_loss=0.05351, over 2457298.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.06452, over 7895.62 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06081, over 2473539.57 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0693, over 19282.51 utterances.], batch size: 31, lr: 3.17e-04
2022-08-28 07:08:52,640 INFO [train.py:927] (7/8) Epoch 12, batch 10900, giga_loss[loss=0.2491, simple_loss=0.3168, pruned_loss=0.09071, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03031, over 48.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05963, over 2472868.79 frames. utt_duration=577.4 frames, utt_pad_proportion=0.0668, over 17174.80 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05335, over 2457328.30 frames. utt_duration=1247 frames, utt_pad_proportion=0.06412, over 7890.27 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2971, pruned_loss=0.06043, over 2474037.97 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06698, over 18501.18 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:10:36,160 INFO [train.py:927] (7/8) Epoch 12, batch 10950, giga_loss[loss=0.2629, simple_loss=0.3413, pruned_loss=0.09222, over 12436.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2991, pruned_loss=0.06296, over 2472880.79 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06824, over 17406.01 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05352, over 2458010.19 frames. utt_duration=1238 frames, utt_pad_proportion=0.06745, over 7952.78 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3002, pruned_loss=0.06373, over 2473679.69 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06693, over 18729.46 utterances.], batch size: 98, lr: 3.17e-04
2022-08-28 07:12:21,217 INFO [train.py:927] (7/8) Epoch 12, batch 11000, giga_loss[loss=0.2123, simple_loss=0.3019, pruned_loss=0.06139, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03118, over 97.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2991, pruned_loss=0.06453, over 2472857.74 frames. utt_duration=558.1 frames, utt_pad_proportion=0.07246, over 17769.53 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05366, over 2458058.21 frames. utt_duration=1234 frames, utt_pad_proportion=0.06993, over 7980.26 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3002, pruned_loss=0.0653, over 2473865.80 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07036, over 19063.51 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 07:14:05,653 INFO [train.py:927] (7/8) Epoch 12, batch 11050, giga_loss[loss=0.2313, simple_loss=0.3089, pruned_loss=0.07687, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04621, over 26.00 utterances.], tot_loss[loss=0.214, simple_loss=0.299, pruned_loss=0.06449, over 2472793.29 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06748, over 17495.02 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05376, over 2458154.12 frames. utt_duration=1235 frames, utt_pad_proportion=0.06894, over 7968.70 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2996, pruned_loss=0.06521, over 2473784.03 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06646, over 18709.63 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 07:15:50,916 INFO [train.py:927] (7/8) Epoch 12, batch 11100, giga_loss[loss=0.1887, simple_loss=0.2713, pruned_loss=0.05304, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02994, over 80.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2971, pruned_loss=0.06339, over 2473404.45 frames. utt_duration=539.2 frames, utt_pad_proportion=0.07145, over 18400.50 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05368, over 2458076.14 frames. utt_duration=1237 frames, utt_pad_proportion=0.06843, over 7955.06 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06412, over 2474368.14 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07063, over 19448.88 utterances.], batch size: 80, lr: 3.17e-04
2022-08-28 07:17:35,281 INFO [train.py:927] (7/8) Epoch 12, batch 11150, giga_loss[loss=0.1805, simple_loss=0.2632, pruned_loss=0.04889, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04195, over 113.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2933, pruned_loss=0.06198, over 2473740.18 frames. utt_duration=535.2 frames, utt_pad_proportion=0.07557, over 18540.64 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.287, pruned_loss=0.05372, over 2458271.11 frames. utt_duration=1241 frames, utt_pad_proportion=0.06726, over 7931.91 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06277, over 2474730.60 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07522, over 19679.02 utterances.], batch size: 113, lr: 3.17e-04
2022-08-28 07:19:20,374 INFO [train.py:927] (7/8) Epoch 12, batch 11200, giga_loss[loss=0.2301, simple_loss=0.3135, pruned_loss=0.07341, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04753, over 161.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2894, pruned_loss=0.06075, over 2473818.74 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07663, over 19524.61 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05373, over 2458235.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.06587, over 7896.29 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2904, pruned_loss=0.06157, over 2475045.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07682, over 20741.27 utterances.], batch size: 161, lr: 3.17e-04
2022-08-28 07:21:04,485 INFO [train.py:927] (7/8) Epoch 12, batch 11250, giga_loss[loss=0.2153, simple_loss=0.2995, pruned_loss=0.06556, over 12376.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2894, pruned_loss=0.06046, over 2473715.86 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07839, over 19417.08 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.287, pruned_loss=0.05388, over 2458410.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06856, over 7953.12 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.29, pruned_loss=0.06111, over 2474809.83 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07762, over 20535.16 utterances.], batch size: 182, lr: 3.17e-04
2022-08-28 07:22:45,767 INFO [train.py:927] (7/8) Epoch 12, batch 11300, giga_loss[loss=0.1892, simple_loss=0.2789, pruned_loss=0.04969, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03298, over 62.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2867, pruned_loss=0.0592, over 2473421.58 frames. utt_duration=542.5 frames, utt_pad_proportion=0.07395, over 18287.40 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05371, over 2459046.10 frames. utt_duration=1234 frames, utt_pad_proportion=0.07067, over 7979.35 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2877, pruned_loss=0.06013, over 2474342.53 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07296, over 19623.00 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:24:27,685 INFO [train.py:927] (7/8) Epoch 12, batch 11350, giga_loss[loss=0.2033, simple_loss=0.2817, pruned_loss=0.06243, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03335, over 40.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2841, pruned_loss=0.05817, over 2473274.61 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06722, over 17154.61 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2865, pruned_loss=0.05377, over 2459092.44 frames. utt_duration=1240 frames, utt_pad_proportion=0.06885, over 7942.65 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2848, pruned_loss=0.05903, over 2474408.69 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06753, over 18581.79 utterances.], batch size: 40, lr: 3.17e-04
2022-08-28 07:26:12,037 INFO [train.py:927] (7/8) Epoch 12, batch 11400, giga_loss[loss=0.1782, simple_loss=0.261, pruned_loss=0.04773, over 12284.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03783, over 51.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2807, pruned_loss=0.05698, over 2472623.32 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06185, over 16650.08 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05377, over 2459045.49 frames. utt_duration=1242 frames, utt_pad_proportion=0.0683, over 7932.25 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2811, pruned_loss=0.05769, over 2473690.82 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06266, over 17866.65 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:27:52,341 INFO [train.py:927] (7/8) Epoch 12, batch 11450, giga_loss[loss=0.1952, simple_loss=0.2614, pruned_loss=0.06452, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04088, over 37.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2781, pruned_loss=0.05595, over 2473467.65 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06275, over 16463.77 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2867, pruned_loss=0.05364, over 2459756.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06675, over 7904.62 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2782, pruned_loss=0.05671, over 2474048.33 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06389, over 17698.05 utterances.], batch size: 37, lr: 3.17e-04
2022-08-28 07:29:32,790 INFO [train.py:927] (7/8) Epoch 12, batch 11500, giga_loss[loss=0.1868, simple_loss=0.2722, pruned_loss=0.05067, over 12373.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2745, pruned_loss=0.05444, over 2473589.26 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0572, over 15959.23 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05348, over 2459961.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.06558, over 7884.29 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2746, pruned_loss=0.05523, over 2474176.67 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05891, over 17153.32 utterances.], batch size: 133, lr: 3.17e-04
2022-08-28 07:31:14,719 INFO [train.py:927] (7/8) Epoch 12, batch 11550, giga_loss[loss=0.2019, simple_loss=0.2827, pruned_loss=0.06052, over 12353.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03247, over 51.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2742, pruned_loss=0.05446, over 2473466.00 frames. utt_duration=638.5 frames, utt_pad_proportion=0.05307, over 15531.33 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05365, over 2459939.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.06432, over 7861.38 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2739, pruned_loss=0.05495, over 2474260.42 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05517, over 16677.83 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:32:59,434 INFO [train.py:927] (7/8) Epoch 12, batch 11600, giga_loss[loss=0.2136, simple_loss=0.2947, pruned_loss=0.06624, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02843, over 62.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2787, pruned_loss=0.05692, over 2472766.04 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05412, over 15695.79 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05366, over 2460290.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.06311, over 7847.78 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2781, pruned_loss=0.05735, over 2473441.36 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05614, over 16838.78 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:34:46,314 INFO [train.py:927] (7/8) Epoch 12, batch 11650, giga_loss[loss=0.247, simple_loss=0.326, pruned_loss=0.08402, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05306, over 161.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.06093, over 2473829.74 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06043, over 17089.32 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2869, pruned_loss=0.05379, over 2460829.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.0622, over 7852.73 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2855, pruned_loss=0.06126, over 2474113.51 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06188, over 18148.10 utterances.], batch size: 161, lr: 3.17e-04
2022-08-28 07:36:29,875 INFO [train.py:927] (7/8) Epoch 12, batch 11700, giga_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.06515, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2918, pruned_loss=0.06291, over 2473857.61 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05991, over 17236.97 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.05381, over 2461074.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.06156, over 7866.65 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.291, pruned_loss=0.06336, over 2474237.24 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06134, over 18324.57 utterances.], batch size: 45, lr: 3.17e-04
2022-08-28 07:38:10,889 INFO [train.py:927] (7/8) Epoch 12, batch 11750, libri_loss[loss=0.2042, simple_loss=0.276, pruned_loss=0.06625, over 12159.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007622, over 33.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2962, pruned_loss=0.06446, over 2474135.90 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05949, over 17573.22 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2873, pruned_loss=0.05408, over 2461257.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.06021, over 7847.77 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2956, pruned_loss=0.06486, over 2474647.55 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06114, over 18731.37 utterances.], batch size: 33, lr: 3.17e-04
2022-08-28 07:39:52,635 INFO [train.py:927] (7/8) Epoch 12, batch 11800, libri_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07502, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006263, over 36.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.0627, over 2474399.76 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05963, over 17915.81 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05417, over 2461479.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05952, over 7835.15 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06304, over 2474760.65 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06116, over 18969.75 utterances.], batch size: 36, lr: 3.17e-04
2022-08-28 07:41:36,469 INFO [train.py:927] (7/8) Epoch 12, batch 11850, giga_loss[loss=0.2224, simple_loss=0.2957, pruned_loss=0.0745, over 12327.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2009, over 367.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2941, pruned_loss=0.06193, over 2473034.79 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07004, over 18329.39 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05414, over 2461298.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.05861, over 7814.62 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.294, pruned_loss=0.06238, over 2473681.88 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07102, over 19350.45 utterances.], batch size: 367, lr: 3.17e-04
2022-08-28 07:43:20,111 INFO [train.py:927] (7/8) Epoch 12, batch 11900, giga_loss[loss=0.2204, simple_loss=0.3085, pruned_loss=0.0662, over 12446.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06276, over 2473675.93 frames. utt_duration=541 frames, utt_pad_proportion=0.06586, over 18339.86 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05404, over 2461622.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05764, over 7788.42 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2963, pruned_loss=0.06339, over 2474163.40 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06726, over 19404.87 utterances.], batch size: 75, lr: 3.17e-04
2022-08-28 07:45:05,035 INFO [train.py:927] (7/8) Epoch 12, batch 11950, giga_loss[loss=0.2292, simple_loss=0.3035, pruned_loss=0.0774, over 12432.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03407, over 86.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2972, pruned_loss=0.06385, over 2473335.00 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06247, over 17581.93 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2873, pruned_loss=0.05423, over 2462065.48 frames. utt_duration=1260 frames, utt_pad_proportion=0.06065, over 7824.96 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2975, pruned_loss=0.06449, over 2473699.66 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06287, over 18728.37 utterances.], batch size: 86, lr: 3.17e-04
2022-08-28 07:46:57,509 INFO [train.py:927] (7/8) Epoch 12, batch 12000, giga_loss[loss=0.2337, simple_loss=0.3196, pruned_loss=0.07383, over 12418.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02391, over 48.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2987, pruned_loss=0.06493, over 2472515.96 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06376, over 17449.12 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2875, pruned_loss=0.05446, over 2461881.03 frames. utt_duration=1250 frames, utt_pad_proportion=0.06436, over 7890.58 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2989, pruned_loss=0.06543, over 2473182.96 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06249, over 18512.65 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:46:57,510 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 07:47:13,024 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.177, simple_loss=0.286, pruned_loss=0.03394, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 07:48:56,431 INFO [train.py:927] (7/8) Epoch 12, batch 12050, giga_loss[loss=0.2219, simple_loss=0.3165, pruned_loss=0.06368, over 12386.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04157, over 105.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06545, over 2472945.07 frames. utt_duration=593.1 frames, utt_pad_proportion=0.06181, over 16719.80 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05473, over 2461966.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.06428, over 7899.69 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3009, pruned_loss=0.0658, over 2473580.17 frames. utt_duration=560 frames, utt_pad_proportion=0.06086, over 17715.81 utterances.], batch size: 105, lr: 3.17e-04
2022-08-28 07:50:39,091 INFO [train.py:927] (7/8) Epoch 12, batch 12100, giga_loss[loss=0.226, simple_loss=0.3039, pruned_loss=0.07403, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3007, pruned_loss=0.06562, over 2472977.25 frames. utt_duration=620.3 frames, utt_pad_proportion=0.06198, over 15984.09 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2878, pruned_loss=0.05496, over 2462258.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06794, over 7952.49 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3011, pruned_loss=0.06591, over 2473459.23 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05938, over 16912.05 utterances.], batch size: 58, lr: 3.16e-04
2022-08-28 07:52:18,311 INFO [train.py:927] (7/8) Epoch 12, batch 12150, giga_loss[loss=0.2187, simple_loss=0.2969, pruned_loss=0.07023, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03843, over 37.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2993, pruned_loss=0.0653, over 2471722.88 frames. utt_duration=651.9 frames, utt_pad_proportion=0.06061, over 15200.95 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.05516, over 2462666.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.06554, over 7901.13 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3002, pruned_loss=0.06584, over 2472165.96 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05943, over 16355.35 utterances.], batch size: 37, lr: 3.16e-04
2022-08-28 07:53:58,178 INFO [train.py:927] (7/8) Epoch 12, batch 12200, libri_loss[loss=0.2023, simple_loss=0.2754, pruned_loss=0.06457, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005792, over 32.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3004, pruned_loss=0.06641, over 2472069.81 frames. utt_duration=645.2 frames, utt_pad_proportion=0.05723, over 15361.62 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2878, pruned_loss=0.05525, over 2462740.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.06454, over 7883.26 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3013, pruned_loss=0.06695, over 2472544.63 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05689, over 16433.25 utterances.], batch size: 32, lr: 3.16e-04
2022-08-28 07:55:40,295 INFO [train.py:927] (7/8) Epoch 12, batch 12250, giga_loss[loss=0.2173, simple_loss=0.3038, pruned_loss=0.06542, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3009, pruned_loss=0.06663, over 2472217.87 frames. utt_duration=631.2 frames, utt_pad_proportion=0.06209, over 15702.94 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2878, pruned_loss=0.0553, over 2462765.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.06382, over 7866.13 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3018, pruned_loss=0.06716, over 2472700.56 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06188, over 16675.78 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 07:57:21,701 INFO [train.py:927] (7/8) Epoch 12, batch 12300, giga_loss[loss=0.1984, simple_loss=0.2842, pruned_loss=0.05626, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02776, over 91.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06726, over 2472793.04 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06055, over 15796.24 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05581, over 2462929.92 frames. utt_duration=1257 frames, utt_pad_proportion=0.06219, over 7849.04 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3021, pruned_loss=0.0676, over 2473342.56 frames. utt_duration=589.4 frames, utt_pad_proportion=0.0611, over 16829.24 utterances.], batch size: 91, lr: 3.16e-04
2022-08-28 07:59:02,807 INFO [train.py:927] (7/8) Epoch 12, batch 12350, giga_loss[loss=0.1927, simple_loss=0.2823, pruned_loss=0.05157, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04025, over 133.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2984, pruned_loss=0.06557, over 2472065.30 frames. utt_duration=662.2 frames, utt_pad_proportion=0.05999, over 14966.91 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2875, pruned_loss=0.05562, over 2462957.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.06062, over 7801.97 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3, pruned_loss=0.06636, over 2472780.77 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06116, over 16075.58 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:00:43,980 INFO [train.py:927] (7/8) Epoch 12, batch 12400, giga_loss[loss=0.2085, simple_loss=0.3004, pruned_loss=0.05834, over 12374.00 frames. utt_duration=403.9 frames, utt_pad_proportion=0.04298, over 123.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2962, pruned_loss=0.06517, over 2471585.19 frames. utt_duration=650.5 frames, utt_pad_proportion=0.06174, over 15233.48 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2871, pruned_loss=0.0559, over 2463046.24 frames. utt_duration=1268 frames, utt_pad_proportion=0.05988, over 7778.85 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2982, pruned_loss=0.06595, over 2472447.62 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06284, over 16457.52 utterances.], batch size: 123, lr: 3.16e-04
2022-08-28 08:02:28,156 INFO [train.py:927] (7/8) Epoch 12, batch 12450, giga_loss[loss=0.2092, simple_loss=0.2862, pruned_loss=0.06611, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2942, pruned_loss=0.0648, over 2471132.58 frames. utt_duration=645.6 frames, utt_pad_proportion=0.0575, over 15345.65 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05629, over 2462931.49 frames. utt_duration=1269 frames, utt_pad_proportion=0.05927, over 7771.24 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2956, pruned_loss=0.06518, over 2472030.02 frames. utt_duration=603.5 frames, utt_pad_proportion=0.0589, over 16426.18 utterances.], batch size: 48, lr: 3.16e-04
2022-08-28 08:04:10,584 INFO [train.py:927] (7/8) Epoch 12, batch 12500, giga_loss[loss=0.1872, simple_loss=0.2618, pruned_loss=0.05633, over 12293.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02527, over 45.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2906, pruned_loss=0.06307, over 2471437.78 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05388, over 15296.23 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2874, pruned_loss=0.05625, over 2462839.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05863, over 7754.74 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2919, pruned_loss=0.06351, over 2472347.51 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05546, over 16267.27 utterances.], batch size: 45, lr: 3.16e-04
2022-08-28 08:05:51,849 INFO [train.py:927] (7/8) Epoch 12, batch 12550, giga_loss[loss=0.1884, simple_loss=0.28, pruned_loss=0.04838, over 12368.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03197, over 104.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2891, pruned_loss=0.06225, over 2471160.88 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05837, over 15900.44 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2874, pruned_loss=0.05627, over 2462938.33 frames. utt_duration=1279 frames, utt_pad_proportion=0.0575, over 7708.81 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2901, pruned_loss=0.06274, over 2472011.53 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05977, over 16925.14 utterances.], batch size: 104, lr: 3.16e-04
2022-08-28 08:07:33,726 INFO [train.py:927] (7/8) Epoch 12, batch 12600, giga_loss[loss=0.2106, simple_loss=0.2976, pruned_loss=0.06176, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02823, over 91.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2891, pruned_loss=0.06156, over 2472503.30 frames. utt_duration=621 frames, utt_pad_proportion=0.05814, over 15963.69 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2877, pruned_loss=0.05674, over 2463260.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.05657, over 7715.60 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2897, pruned_loss=0.06176, over 2473208.85 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05963, over 17058.76 utterances.], batch size: 91, lr: 3.16e-04
2022-08-28 08:09:14,488 INFO [train.py:927] (7/8) Epoch 12, batch 12650, giga_loss[loss=0.197, simple_loss=0.2936, pruned_loss=0.05022, over 12303.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2902, pruned_loss=0.06141, over 2472588.13 frames. utt_duration=600.5 frames, utt_pad_proportion=0.0572, over 16512.28 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2877, pruned_loss=0.0568, over 2463370.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05652, over 7720.38 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2907, pruned_loss=0.06155, over 2473125.08 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05841, over 17448.68 utterances.], batch size: 74, lr: 3.16e-04
2022-08-28 08:10:54,736 INFO [train.py:927] (7/8) Epoch 12, batch 12700, giga_loss[loss=0.1954, simple_loss=0.285, pruned_loss=0.05293, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05592, over 162.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2899, pruned_loss=0.06056, over 2472989.44 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05891, over 17139.26 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2879, pruned_loss=0.05702, over 2463491.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.05544, over 7702.65 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2902, pruned_loss=0.06058, over 2473502.25 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06015, over 18081.68 utterances.], batch size: 162, lr: 3.16e-04
2022-08-28 08:12:34,054 INFO [train.py:927] (7/8) Epoch 12, batch 12750, giga_loss[loss=0.1916, simple_loss=0.2728, pruned_loss=0.05516, over 12423.00 frames. utt_duration=858.3 frames, utt_pad_proportion=0.02688, over 58.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2899, pruned_loss=0.06032, over 2473187.40 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05713, over 17311.95 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.288, pruned_loss=0.05707, over 2463596.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.05482, over 7693.18 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2901, pruned_loss=0.06034, over 2473630.97 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05845, over 18200.04 utterances.], batch size: 58, lr: 3.16e-04
2022-08-28 08:14:14,231 INFO [train.py:927] (7/8) Epoch 12, batch 12800, giga_loss[loss=0.2362, simple_loss=0.3185, pruned_loss=0.07697, over 12343.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2898, pruned_loss=0.06054, over 2473379.07 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06312, over 17225.87 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2878, pruned_loss=0.05733, over 2464062.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.05413, over 7680.40 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2902, pruned_loss=0.06045, over 2473665.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06412, over 18288.42 utterances.], batch size: 365, lr: 3.16e-04
2022-08-28 08:15:57,675 INFO [train.py:927] (7/8) Epoch 12, batch 12850, giga_loss[loss=0.2338, simple_loss=0.3257, pruned_loss=0.07099, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03636, over 123.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2928, pruned_loss=0.06223, over 2473912.56 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05833, over 16453.40 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2883, pruned_loss=0.05799, over 2464496.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.05282, over 7673.73 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2927, pruned_loss=0.06168, over 2474047.12 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06004, over 17603.60 utterances.], batch size: 123, lr: 3.16e-04
2022-08-28 08:17:37,501 INFO [train.py:927] (7/8) Epoch 12, batch 12900, giga_loss[loss=0.2472, simple_loss=0.335, pruned_loss=0.07971, over 12415.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03356, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2938, pruned_loss=0.06209, over 2474777.19 frames. utt_duration=599.7 frames, utt_pad_proportion=0.0595, over 16547.24 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.289, pruned_loss=0.05858, over 2464861.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05526, over 7736.54 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2933, pruned_loss=0.06122, over 2474862.41 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05991, over 17691.32 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:19:17,225 INFO [train.py:927] (7/8) Epoch 12, batch 12950, giga_loss[loss=0.2203, simple_loss=0.3044, pruned_loss=0.06813, over 12411.00 frames. utt_duration=513.4 frames, utt_pad_proportion=0.02773, over 97.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06198, over 2474326.57 frames. utt_duration=629.6 frames, utt_pad_proportion=0.05627, over 15758.10 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2893, pruned_loss=0.05876, over 2465017.81 frames. utt_duration=1273 frames, utt_pad_proportion=0.05523, over 7754.30 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2926, pruned_loss=0.06118, over 2474376.99 frames. utt_duration=592 frames, utt_pad_proportion=0.05682, over 16760.51 utterances.], batch size: 97, lr: 3.16e-04
2022-08-28 08:20:56,115 INFO [train.py:927] (7/8) Epoch 12, batch 13000, giga_loss[loss=0.1927, simple_loss=0.2729, pruned_loss=0.05628, over 12456.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.02838, over 55.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2915, pruned_loss=0.06085, over 2473665.46 frames. utt_duration=646.8 frames, utt_pad_proportion=0.05209, over 15332.84 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2898, pruned_loss=0.05896, over 2464839.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05433, over 7750.88 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2907, pruned_loss=0.0601, over 2474103.64 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05315, over 16348.86 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:22:34,122 INFO [train.py:927] (7/8) Epoch 12, batch 13050, giga_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05775, over 12451.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03061, over 80.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2905, pruned_loss=0.05997, over 2473977.31 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05604, over 16310.12 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2897, pruned_loss=0.059, over 2464901.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.05462, over 7764.50 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2899, pruned_loss=0.05937, over 2474388.59 frames. utt_duration=577 frames, utt_pad_proportion=0.05652, over 17199.57 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:24:13,794 INFO [train.py:927] (7/8) Epoch 12, batch 13100, giga_loss[loss=0.2119, simple_loss=0.2916, pruned_loss=0.06604, over 12225.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2922, pruned_loss=0.06028, over 2473908.24 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05936, over 17243.77 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2899, pruned_loss=0.05941, over 2464966.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.05794, over 7820.20 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2916, pruned_loss=0.05948, over 2474375.77 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0583, over 18095.60 utterances.], batch size: 39, lr: 3.16e-04
2022-08-28 08:25:52,091 INFO [train.py:927] (7/8) Epoch 12, batch 13150, giga_loss[loss=0.1882, simple_loss=0.2667, pruned_loss=0.05489, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03721, over 31.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2904, pruned_loss=0.05989, over 2474926.71 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05615, over 16956.27 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2896, pruned_loss=0.05945, over 2465416.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05703, over 7792.11 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2902, pruned_loss=0.05922, over 2475089.08 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05578, over 17871.40 utterances.], batch size: 31, lr: 3.16e-04
2022-08-28 08:27:32,660 INFO [train.py:927] (7/8) Epoch 12, batch 13200, giga_loss[loss=0.1781, simple_loss=0.2629, pruned_loss=0.04664, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03361, over 86.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2891, pruned_loss=0.06062, over 2475258.65 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05615, over 16944.25 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2899, pruned_loss=0.05965, over 2465573.07 frames. utt_duration=1270 frames, utt_pad_proportion=0.05613, over 7775.39 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2887, pruned_loss=0.05993, over 2475420.95 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05619, over 17852.94 utterances.], batch size: 86, lr: 3.16e-04
2022-08-28 08:29:12,041 INFO [train.py:927] (7/8) Epoch 12, batch 13250, libri_loss[loss=0.2004, simple_loss=0.2845, pruned_loss=0.05814, over 12211.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.07191, over 27.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2864, pruned_loss=0.05969, over 2474941.89 frames. utt_duration=581.4 frames, utt_pad_proportion=0.0562, over 17071.96 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2895, pruned_loss=0.05957, over 2465619.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.05528, over 7727.70 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05922, over 2475318.56 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05654, over 18100.69 utterances.], batch size: 27, lr: 3.16e-04
2022-08-28 08:30:51,630 INFO [train.py:927] (7/8) Epoch 12, batch 13300, giga_loss[loss=0.205, simple_loss=0.2834, pruned_loss=0.06333, over 12354.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04291, over 133.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2832, pruned_loss=0.05814, over 2475579.02 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05555, over 17271.75 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2898, pruned_loss=0.05973, over 2465782.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05482, over 7730.41 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2829, pruned_loss=0.05762, over 2475808.01 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05604, over 18166.90 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:32:31,980 INFO [train.py:927] (7/8) Epoch 12, batch 13350, giga_loss[loss=0.1966, simple_loss=0.2886, pruned_loss=0.05231, over 12378.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2821, pruned_loss=0.05792, over 2475597.99 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05822, over 17425.15 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2895, pruned_loss=0.05975, over 2466333.18 frames. utt_duration=1284 frames, utt_pad_proportion=0.05318, over 7693.78 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2818, pruned_loss=0.05742, over 2475651.88 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05911, over 18515.51 utterances.], batch size: 70, lr: 3.16e-04
2022-08-28 08:34:13,154 INFO [train.py:927] (7/8) Epoch 12, batch 13400, giga_loss[loss=0.223, simple_loss=0.3111, pruned_loss=0.06744, over 12378.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03471, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2834, pruned_loss=0.05821, over 2475200.87 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05467, over 16784.83 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2899, pruned_loss=0.06005, over 2466477.21 frames. utt_duration=1287 frames, utt_pad_proportion=0.05159, over 7673.12 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2826, pruned_loss=0.05746, over 2475455.13 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0563, over 18040.64 utterances.], batch size: 122, lr: 3.16e-04
2022-08-28 08:35:52,420 INFO [train.py:927] (7/8) Epoch 12, batch 13450, giga_loss[loss=0.2249, simple_loss=0.3121, pruned_loss=0.06884, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0321, over 80.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2867, pruned_loss=0.0593, over 2474544.11 frames. utt_duration=560 frames, utt_pad_proportion=0.05862, over 17723.70 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2896, pruned_loss=0.05999, over 2466010.56 frames. utt_duration=1291 frames, utt_pad_proportion=0.05104, over 7651.12 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.05874, over 2475254.84 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05984, over 18854.89 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:37:36,981 INFO [train.py:927] (7/8) Epoch 12, batch 13500, giga_loss[loss=0.2485, simple_loss=0.3311, pruned_loss=0.08293, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.29, pruned_loss=0.06118, over 2474648.59 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05753, over 17740.39 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2894, pruned_loss=0.05996, over 2465733.92 frames. utt_duration=1294 frames, utt_pad_proportion=0.05048, over 7633.42 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2898, pruned_loss=0.06076, over 2475558.99 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0588, over 18780.90 utterances.], batch size: 113, lr: 3.16e-04
2022-08-28 08:39:20,811 INFO [train.py:927] (7/8) Epoch 12, batch 13550, giga_loss[loss=0.2275, simple_loss=0.3094, pruned_loss=0.07275, over 12326.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03406, over 62.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2963, pruned_loss=0.06499, over 2474454.67 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0597, over 18031.33 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06014, over 2465526.82 frames. utt_duration=1297 frames, utt_pad_proportion=0.05003, over 7611.80 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2956, pruned_loss=0.06455, over 2475522.44 frames. utt_duration=521 frames, utt_pad_proportion=0.06082, over 19059.63 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:41:01,217 INFO [train.py:927] (7/8) Epoch 12, batch 13600, giga_loss[loss=0.2676, simple_loss=0.3366, pruned_loss=0.09931, over 12365.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.0661, over 183.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3031, pruned_loss=0.06937, over 2474792.61 frames. utt_duration=540 frames, utt_pad_proportion=0.06021, over 18384.06 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2906, pruned_loss=0.06052, over 2465877.41 frames. utt_duration=1297 frames, utt_pad_proportion=0.04906, over 7612.39 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3023, pruned_loss=0.06884, over 2475541.24 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06145, over 19425.01 utterances.], batch size: 183, lr: 3.16e-04
2022-08-28 08:42:46,132 INFO [train.py:927] (7/8) Epoch 12, batch 13650, giga_loss[loss=0.1971, simple_loss=0.2896, pruned_loss=0.05228, over 12374.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3092, pruned_loss=0.07373, over 2474202.34 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06066, over 18327.35 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2906, pruned_loss=0.06064, over 2465801.91 frames. utt_duration=1299 frames, utt_pad_proportion=0.04872, over 7600.32 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3086, pruned_loss=0.07329, over 2474921.91 frames. utt_duration=516 frames, utt_pad_proportion=0.06177, over 19242.08 utterances.], batch size: 70, lr: 3.16e-04
2022-08-28 08:44:29,332 INFO [train.py:927] (7/8) Epoch 12, batch 13700, giga_loss[loss=0.2367, simple_loss=0.3145, pruned_loss=0.07946, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3133, pruned_loss=0.07753, over 2473590.17 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06504, over 18687.67 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2911, pruned_loss=0.0611, over 2465600.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04772, over 7592.33 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07723, over 2474608.30 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06624, over 19773.06 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 08:46:15,546 INFO [train.py:927] (7/8) Epoch 12, batch 13750, giga_loss[loss=0.2633, simple_loss=0.3396, pruned_loss=0.09354, over 12340.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3211, pruned_loss=0.08444, over 2473792.54 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07493, over 20843.89 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2911, pruned_loss=0.06115, over 2465403.36 frames. utt_duration=1301 frames, utt_pad_proportion=0.04755, over 7586.37 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.321, pruned_loss=0.08424, over 2474794.48 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07545, over 21748.78 utterances.], batch size: 97, lr: 3.16e-04
2022-08-28 08:48:04,674 INFO [train.py:927] (7/8) Epoch 12, batch 13800, giga_loss[loss=0.327, simple_loss=0.3697, pruned_loss=0.1422, over 12361.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2141, over 374.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.0863, over 2474201.34 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08045, over 21270.95 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2916, pruned_loss=0.06173, over 2465867.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.04646, over 7585.72 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3223, pruned_loss=0.08635, over 2474879.23 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08122, over 22396.71 utterances.], batch size: 374, lr: 3.16e-04
2022-08-28 08:49:51,993 INFO [train.py:927] (7/8) Epoch 12, batch 13850, giga_loss[loss=0.2378, simple_loss=0.324, pruned_loss=0.07582, over 12440.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08858, over 2473540.34 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08708, over 21835.62 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2921, pruned_loss=0.06213, over 2466134.72 frames. utt_duration=1302 frames, utt_pad_proportion=0.04573, over 7586.04 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3249, pruned_loss=0.08873, over 2473976.58 frames. utt_duration=432 frames, utt_pad_proportion=0.08785, over 22985.58 utterances.], batch size: 75, lr: 3.16e-04
2022-08-28 08:51:34,935 INFO [train.py:927] (7/8) Epoch 12, batch 13900, libri_loss[loss=0.1907, simple_loss=0.2665, pruned_loss=0.05742, over 12194.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03206, over 27.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3255, pruned_loss=0.08875, over 2473314.14 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08513, over 22065.03 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2921, pruned_loss=0.06235, over 2466069.16 frames. utt_duration=1294 frames, utt_pad_proportion=0.04861, over 7633.34 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3267, pruned_loss=0.08938, over 2473915.57 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08532, over 23328.71 utterances.], batch size: 27, lr: 3.16e-04
2022-08-28 08:53:17,870 INFO [train.py:927] (7/8) Epoch 12, batch 13950, giga_loss[loss=0.1947, simple_loss=0.2959, pruned_loss=0.04672, over 12245.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03873, over 28.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.324, pruned_loss=0.08709, over 2473643.47 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08821, over 22650.76 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2922, pruned_loss=0.06248, over 2466330.51 frames. utt_duration=1297 frames, utt_pad_proportion=0.0479, over 7614.75 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3255, pruned_loss=0.08794, over 2474024.01 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08863, over 23941.53 utterances.], batch size: 28, lr: 3.16e-04
2022-08-28 08:55:09,254 INFO [train.py:927] (7/8) Epoch 12, batch 14000, giga_loss[loss=0.2047, simple_loss=0.2958, pruned_loss=0.05687, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02909, over 55.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3221, pruned_loss=0.08447, over 2474205.29 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08149, over 22102.75 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2924, pruned_loss=0.06263, over 2466330.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.04737, over 7597.60 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3235, pruned_loss=0.08533, over 2474613.76 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08243, over 23352.45 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:56:54,782 INFO [train.py:927] (7/8) Epoch 12, batch 14050, giga_loss[loss=0.2286, simple_loss=0.3138, pruned_loss=0.07172, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08224, over 2474295.32 frames. utt_duration=457 frames, utt_pad_proportion=0.07847, over 21726.75 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2924, pruned_loss=0.06295, over 2466573.10 frames. utt_duration=1294 frames, utt_pad_proportion=0.05045, over 7636.12 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3212, pruned_loss=0.08352, over 2474738.49 frames. utt_duration=426.3 frames, utt_pad_proportion=0.0791, over 23299.48 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 08:58:41,018 INFO [train.py:927] (7/8) Epoch 12, batch 14100, giga_loss[loss=0.2397, simple_loss=0.3136, pruned_loss=0.08291, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03601, over 122.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3181, pruned_loss=0.08161, over 2474388.99 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07315, over 21094.58 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2923, pruned_loss=0.06299, over 2466800.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.05069, over 7645.52 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3204, pruned_loss=0.08283, over 2474637.19 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07404, over 22506.84 utterances.], batch size: 122, lr: 3.15e-04
2022-08-28 09:00:32,176 INFO [train.py:927] (7/8) Epoch 12, batch 14150, giga_loss[loss=0.1986, simple_loss=0.2821, pruned_loss=0.05753, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03029, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3168, pruned_loss=0.07915, over 2474494.81 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06932, over 20262.13 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2922, pruned_loss=0.06302, over 2466976.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.04991, over 7630.75 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3192, pruned_loss=0.08041, over 2474663.60 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07064, over 21619.97 utterances.], batch size: 48, lr: 3.15e-04
2022-08-28 09:02:18,121 INFO [train.py:927] (7/8) Epoch 12, batch 14200, giga_loss[loss=0.2124, simple_loss=0.3002, pruned_loss=0.06233, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02621, over 45.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3169, pruned_loss=0.07819, over 2474585.36 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06804, over 19841.63 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2924, pruned_loss=0.06316, over 2466847.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.04877, over 7609.01 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3192, pruned_loss=0.07949, over 2475031.82 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06968, over 21276.78 utterances.], batch size: 45, lr: 3.15e-04
2022-08-28 09:04:03,496 INFO [train.py:927] (7/8) Epoch 12, batch 14250, giga_loss[loss=0.2839, simple_loss=0.3458, pruned_loss=0.111, over 12347.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3147, pruned_loss=0.07694, over 2474759.83 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06914, over 19778.13 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2918, pruned_loss=0.06294, over 2467004.94 frames. utt_duration=1306 frames, utt_pad_proportion=0.04755, over 7566.45 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3179, pruned_loss=0.07864, over 2475235.53 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07089, over 21347.36 utterances.], batch size: 370, lr: 3.15e-04
2022-08-28 09:05:48,140 INFO [train.py:927] (7/8) Epoch 12, batch 14300, giga_loss[loss=0.2314, simple_loss=0.3083, pruned_loss=0.07724, over 12420.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03875, over 133.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07666, over 2474676.72 frames. utt_duration=503 frames, utt_pad_proportion=0.06921, over 19737.04 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2917, pruned_loss=0.06299, over 2467030.50 frames. utt_duration=1308 frames, utt_pad_proportion=0.04688, over 7552.32 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.07821, over 2475163.81 frames. utt_duration=468.2 frames, utt_pad_proportion=0.0709, over 21211.36 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:07:36,175 INFO [train.py:927] (7/8) Epoch 12, batch 14350, giga_loss[loss=0.2388, simple_loss=0.3244, pruned_loss=0.07658, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.07671, over 2473839.28 frames. utt_duration=491.1 frames, utt_pad_proportion=0.0737, over 20209.86 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2917, pruned_loss=0.06299, over 2466981.84 frames. utt_duration=1307 frames, utt_pad_proportion=0.04651, over 7559.10 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3159, pruned_loss=0.0782, over 2474415.75 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07503, over 21602.58 utterances.], batch size: 48, lr: 3.15e-04
2022-08-28 09:09:22,190 INFO [train.py:927] (7/8) Epoch 12, batch 14400, giga_loss[loss=0.227, simple_loss=0.315, pruned_loss=0.06951, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0248, over 91.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.313, pruned_loss=0.07631, over 2474007.87 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07463, over 19863.37 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2924, pruned_loss=0.0635, over 2467062.78 frames. utt_duration=1304 frames, utt_pad_proportion=0.04604, over 7576.45 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3153, pruned_loss=0.07745, over 2474607.91 frames. utt_duration=465 frames, utt_pad_proportion=0.07613, over 21351.67 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:11:06,063 INFO [train.py:927] (7/8) Epoch 12, batch 14450, giga_loss[loss=0.2549, simple_loss=0.3249, pruned_loss=0.09244, over 12397.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02917, over 97.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3111, pruned_loss=0.07559, over 2473930.09 frames. utt_duration=527.6 frames, utt_pad_proportion=0.07051, over 18809.06 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06409, over 2467168.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.04998, over 7672.32 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3133, pruned_loss=0.07662, over 2474662.10 frames. utt_duration=484 frames, utt_pad_proportion=0.07145, over 20512.05 utterances.], batch size: 97, lr: 3.15e-04
2022-08-28 09:12:48,498 INFO [train.py:927] (7/8) Epoch 12, batch 14500, libri_loss[loss=0.1708, simple_loss=0.2448, pruned_loss=0.04845, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01174, over 28.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07541, over 2474196.74 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0694, over 18744.33 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2929, pruned_loss=0.0641, over 2467062.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04927, over 7649.02 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3121, pruned_loss=0.07645, over 2475013.93 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07062, over 20336.54 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:14:31,851 INFO [train.py:927] (7/8) Epoch 12, batch 14550, giga_loss[loss=0.2443, simple_loss=0.3051, pruned_loss=0.09172, over 12367.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1936, over 364.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3083, pruned_loss=0.07532, over 2473799.76 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07242, over 19374.85 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2933, pruned_loss=0.0644, over 2467265.28 frames. utt_duration=1284 frames, utt_pad_proportion=0.05022, over 7695.53 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07608, over 2474403.74 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07299, over 20791.39 utterances.], batch size: 364, lr: 3.15e-04
2022-08-28 09:16:18,300 INFO [train.py:927] (7/8) Epoch 12, batch 14600, giga_loss[loss=0.3192, simple_loss=0.364, pruned_loss=0.1373, over 12372.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07564, over 2473968.08 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07014, over 19474.04 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2937, pruned_loss=0.06453, over 2467096.81 frames. utt_duration=1287 frames, utt_pad_proportion=0.04908, over 7678.84 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3107, pruned_loss=0.07643, over 2474784.83 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07133, over 20952.66 utterances.], batch size: 260, lr: 3.15e-04
2022-08-28 09:18:03,195 INFO [train.py:927] (7/8) Epoch 12, batch 14650, giga_loss[loss=0.2453, simple_loss=0.3258, pruned_loss=0.08242, over 12348.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03979, over 113.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07444, over 2473625.68 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06661, over 19058.00 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2929, pruned_loss=0.06432, over 2466705.32 frames. utt_duration=1290 frames, utt_pad_proportion=0.04825, over 7657.21 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3102, pruned_loss=0.07557, over 2474818.05 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06833, over 20622.30 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 09:19:50,982 INFO [train.py:927] (7/8) Epoch 12, batch 14700, giga_loss[loss=0.2612, simple_loss=0.3287, pruned_loss=0.09681, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07791, over 213.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07471, over 2473993.54 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06823, over 19608.01 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2926, pruned_loss=0.06426, over 2466549.91 frames. utt_duration=1294 frames, utt_pad_proportion=0.04738, over 7635.99 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3106, pruned_loss=0.0759, over 2475236.75 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0699, over 21140.81 utterances.], batch size: 213, lr: 3.15e-04
2022-08-28 09:21:36,780 INFO [train.py:927] (7/8) Epoch 12, batch 14750, giga_loss[loss=0.2576, simple_loss=0.3287, pruned_loss=0.09328, over 12399.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02857, over 97.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.312, pruned_loss=0.07811, over 2474547.64 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07177, over 20808.83 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2927, pruned_loss=0.06429, over 2466631.67 frames. utt_duration=1294 frames, utt_pad_proportion=0.04684, over 7633.49 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3141, pruned_loss=0.07918, over 2475545.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07307, over 22185.33 utterances.], batch size: 97, lr: 3.15e-04
2022-08-28 09:23:20,555 INFO [train.py:927] (7/8) Epoch 12, batch 14800, giga_loss[loss=0.227, simple_loss=0.3088, pruned_loss=0.07256, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07906, over 2474697.20 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07344, over 20525.79 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2922, pruned_loss=0.06417, over 2466458.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04593, over 7618.60 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08042, over 2475887.50 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07495, over 22007.15 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:25:06,667 INFO [train.py:927] (7/8) Epoch 12, batch 14850, giga_loss[loss=0.217, simple_loss=0.3039, pruned_loss=0.06509, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07879, over 2474608.64 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07289, over 20545.53 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2926, pruned_loss=0.0644, over 2466597.56 frames. utt_duration=1297 frames, utt_pad_proportion=0.04545, over 7613.31 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07987, over 2475542.18 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07437, over 21887.31 utterances.], batch size: 45, lr: 3.15e-04
2022-08-28 09:26:49,471 INFO [train.py:927] (7/8) Epoch 12, batch 14900, giga_loss[loss=0.222, simple_loss=0.2966, pruned_loss=0.07374, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3105, pruned_loss=0.07707, over 2473614.86 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07024, over 19736.95 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2924, pruned_loss=0.06443, over 2466671.06 frames. utt_duration=1293 frames, utt_pad_proportion=0.04589, over 7641.53 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07841, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:28:37,378 INFO [train.py:927] (7/8) Epoch 12, batch 14950, giga_loss[loss=0.2316, simple_loss=0.3108, pruned_loss=0.07625, over 12431.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03727, over 133.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3092, pruned_loss=0.07653, over 2474388.16 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0687, over 19803.89 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2928, pruned_loss=0.06476, over 2466671.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.04922, over 7711.78 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3111, pruned_loss=0.0775, over 2475256.47 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06917, over 21156.03 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:30:19,511 INFO [train.py:927] (7/8) Epoch 12, batch 15000, giga_loss[loss=0.2632, simple_loss=0.3349, pruned_loss=0.09575, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03005, over 80.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3113, pruned_loss=0.07807, over 2475197.66 frames. utt_duration=496 frames, utt_pad_proportion=0.06913, over 20020.68 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.06498, over 2467089.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.05261, over 7779.62 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3124, pruned_loss=0.07885, over 2475640.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06842, over 21254.72 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:30:19,513 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 09:30:34,191 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.1736, simple_loss=0.2846, pruned_loss=0.03128, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 09:32:17,429 INFO [train.py:927] (7/8) Epoch 12, batch 15050, giga_loss[loss=0.2469, simple_loss=0.3323, pruned_loss=0.08074, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07202, over 212.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3145, pruned_loss=0.07799, over 2474218.74 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0722, over 20220.76 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2938, pruned_loss=0.06496, over 2466972.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.05147, over 7764.47 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.07899, over 2474920.65 frames. utt_duration=460.5 frames, utt_pad_proportion=0.072, over 21564.57 utterances.], batch size: 212, lr: 3.15e-04
2022-08-28 09:33:59,185 INFO [train.py:927] (7/8) Epoch 12, batch 15100, giga_loss[loss=0.2828, simple_loss=0.3614, pruned_loss=0.1021, over 12382.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04512, over 146.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3164, pruned_loss=0.07897, over 2474333.81 frames. utt_duration=494 frames, utt_pad_proportion=0.06938, over 20094.07 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2937, pruned_loss=0.06507, over 2466884.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.0507, over 7744.29 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.0799, over 2475089.19 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06971, over 21383.14 utterances.], batch size: 146, lr: 3.15e-04
2022-08-28 09:35:45,413 INFO [train.py:927] (7/8) Epoch 12, batch 15150, giga_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07783, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03779, over 37.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3162, pruned_loss=0.07952, over 2473954.56 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06596, over 19467.12 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2934, pruned_loss=0.06508, over 2466664.39 frames. utt_duration=1277 frames, utt_pad_proportion=0.04988, over 7732.92 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3182, pruned_loss=0.08057, over 2474897.91 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06683, over 20780.26 utterances.], batch size: 37, lr: 3.15e-04
2022-08-28 09:37:29,061 INFO [train.py:927] (7/8) Epoch 12, batch 15200, giga_loss[loss=0.2385, simple_loss=0.3207, pruned_loss=0.07819, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02967, over 70.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.07869, over 2473992.27 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06058, over 18947.15 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2932, pruned_loss=0.06507, over 2466562.44 frames. utt_duration=1281 frames, utt_pad_proportion=0.04914, over 7711.45 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3165, pruned_loss=0.07979, over 2474949.14 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06193, over 20216.91 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 09:39:10,974 INFO [train.py:927] (7/8) Epoch 12, batch 15250, giga_loss[loss=0.2578, simple_loss=0.3263, pruned_loss=0.09468, over 12373.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03281, over 122.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.0793, over 2474223.48 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06151, over 19328.93 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2934, pruned_loss=0.06515, over 2466354.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.04915, over 7718.55 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.08049, over 2475378.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06266, over 20655.04 utterances.], batch size: 122, lr: 3.15e-04
2022-08-28 09:40:54,176 INFO [train.py:927] (7/8) Epoch 12, batch 15300, giga_loss[loss=0.242, simple_loss=0.3213, pruned_loss=0.08134, over 12415.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.236, simple_loss=0.313, pruned_loss=0.07947, over 2473673.60 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06675, over 19432.08 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2935, pruned_loss=0.0654, over 2466353.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.05866, over 7896.69 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3155, pruned_loss=0.0808, over 2474931.75 frames. utt_duration=477 frames, utt_pad_proportion=0.06421, over 20818.66 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:42:36,470 INFO [train.py:927] (7/8) Epoch 12, batch 15350, giga_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08062, over 12383.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03616, over 80.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3118, pruned_loss=0.07917, over 2473486.96 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06944, over 19528.08 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2937, pruned_loss=0.0656, over 2466186.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.05787, over 7892.68 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.08058, over 2474923.84 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06766, over 21066.87 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:44:18,588 INFO [train.py:927] (7/8) Epoch 12, batch 15400, libri_loss[loss=0.1765, simple_loss=0.2574, pruned_loss=0.04775, over 12230.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005887, over 31.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3128, pruned_loss=0.07916, over 2474053.91 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07186, over 19493.87 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2937, pruned_loss=0.06565, over 2466338.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.05643, over 7868.80 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08066, over 2475330.72 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07088, over 21119.54 utterances.], batch size: 31, lr: 3.15e-04
2022-08-28 09:46:01,538 INFO [train.py:927] (7/8) Epoch 12, batch 15450, libri_loss[loss=0.1828, simple_loss=0.2603, pruned_loss=0.05265, over 12399.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008728, over 30.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3126, pruned_loss=0.07943, over 2474757.11 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07071, over 19625.20 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2938, pruned_loss=0.06575, over 2466822.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05479, over 7831.59 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3154, pruned_loss=0.08105, over 2475618.44 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07078, over 21416.79 utterances.], batch size: 30, lr: 3.15e-04
2022-08-28 09:47:45,702 INFO [train.py:927] (7/8) Epoch 12, batch 15500, giga_loss[loss=0.2152, simple_loss=0.3033, pruned_loss=0.06354, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.315, pruned_loss=0.07923, over 2473981.71 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07224, over 20009.08 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2936, pruned_loss=0.06575, over 2466534.73 frames. utt_duration=1265 frames, utt_pad_proportion=0.05422, over 7810.18 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08072, over 2475044.01 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07249, over 21620.89 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:49:28,449 INFO [train.py:927] (7/8) Epoch 12, batch 15550, giga_loss[loss=0.2603, simple_loss=0.3292, pruned_loss=0.09572, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.319, pruned_loss=0.08228, over 2473208.02 frames. utt_duration=480.8 frames, utt_pad_proportion=0.0755, over 20639.44 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2936, pruned_loss=0.06585, over 2466705.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05363, over 7797.05 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3214, pruned_loss=0.08357, over 2473988.06 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07578, over 22094.75 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:51:11,613 INFO [train.py:927] (7/8) Epoch 12, batch 15600, giga_loss[loss=0.2648, simple_loss=0.3408, pruned_loss=0.09442, over 12420.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03159, over 80.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3195, pruned_loss=0.08327, over 2474077.79 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07733, over 20565.02 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2934, pruned_loss=0.06589, over 2466646.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05723, over 7839.99 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.323, pruned_loss=0.08518, over 2475142.19 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0766, over 22376.88 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:52:56,032 INFO [train.py:927] (7/8) Epoch 12, batch 15650, giga_loss[loss=0.2391, simple_loss=0.3146, pruned_loss=0.08185, over 12388.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05171, over 161.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3175, pruned_loss=0.08203, over 2474046.52 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07405, over 20930.65 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2929, pruned_loss=0.06582, over 2466510.67 frames. utt_duration=1266 frames, utt_pad_proportion=0.05576, over 7802.07 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3215, pruned_loss=0.08416, over 2475266.31 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07435, over 22826.77 utterances.], batch size: 161, lr: 3.15e-04
2022-08-28 09:54:36,332 INFO [train.py:927] (7/8) Epoch 12, batch 15700, giga_loss[loss=0.2957, simple_loss=0.3441, pruned_loss=0.1236, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3175, pruned_loss=0.08106, over 2473376.00 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07683, over 21234.76 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.0658, over 2466518.31 frames. utt_duration=1262 frames, utt_pad_proportion=0.05642, over 7826.60 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3216, pruned_loss=0.08323, over 2474552.64 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07686, over 23107.60 utterances.], batch size: 370, lr: 3.15e-04
2022-08-28 09:56:17,209 INFO [train.py:927] (7/8) Epoch 12, batch 15750, giga_loss[loss=0.2663, simple_loss=0.3411, pruned_loss=0.09571, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.317, pruned_loss=0.08038, over 2473650.00 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07512, over 21014.36 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.292, pruned_loss=0.0654, over 2466726.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05535, over 7777.48 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3217, pruned_loss=0.08289, over 2474588.59 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07575, over 22927.19 utterances.], batch size: 161, lr: 3.15e-04
2022-08-28 09:57:59,232 INFO [train.py:927] (7/8) Epoch 12, batch 15800, giga_loss[loss=0.2278, simple_loss=0.3047, pruned_loss=0.07544, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05334, over 162.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3153, pruned_loss=0.07927, over 2473913.77 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07373, over 20692.77 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2918, pruned_loss=0.06527, over 2466788.28 frames. utt_duration=1273 frames, utt_pad_proportion=0.05476, over 7762.84 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3195, pruned_loss=0.08158, over 2474712.19 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07462, over 22396.90 utterances.], batch size: 162, lr: 3.15e-04
2022-08-28 09:59:40,624 INFO [train.py:927] (7/8) Epoch 12, batch 15850, giga_loss[loss=0.1956, simple_loss=0.2865, pruned_loss=0.05235, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.0475, over 26.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3142, pruned_loss=0.07952, over 2475042.48 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0735, over 20788.44 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.0656, over 2467281.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05369, over 7750.97 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3178, pruned_loss=0.08138, over 2475418.84 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07463, over 22431.46 utterances.], batch size: 26, lr: 3.15e-04
2022-08-28 10:01:23,297 INFO [train.py:927] (7/8) Epoch 12, batch 15900, giga_loss[loss=0.2045, simple_loss=0.2883, pruned_loss=0.06035, over 12284.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03779, over 51.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.07972, over 2475275.68 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07665, over 21147.68 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2927, pruned_loss=0.06575, over 2467304.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.05785, over 7825.76 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.317, pruned_loss=0.08125, over 2475650.73 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07612, over 22551.35 utterances.], batch size: 51, lr: 3.15e-04
2022-08-28 10:03:01,912 INFO [train.py:927] (7/8) Epoch 12, batch 15950, giga_loss[loss=0.2227, simple_loss=0.3155, pruned_loss=0.06491, over 12456.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03403, over 98.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07701, over 2474904.08 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0767, over 20923.26 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2915, pruned_loss=0.06533, over 2467338.16 frames. utt_duration=1273 frames, utt_pad_proportion=0.0567, over 7761.71 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3147, pruned_loss=0.07902, over 2475396.28 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07683, over 22522.40 utterances.], batch size: 98, lr: 3.15e-04
2022-08-28 10:04:53,085 INFO [train.py:927] (7/8) Epoch 12, batch 16000, giga_loss[loss=0.208, simple_loss=0.3003, pruned_loss=0.0579, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02371, over 66.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07673, over 2475097.22 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08215, over 22067.31 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2917, pruned_loss=0.06549, over 2467329.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.0566, over 7767.14 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.07825, over 2475549.97 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08207, over 23450.49 utterances.], batch size: 66, lr: 3.14e-04
2022-08-28 10:06:40,154 INFO [train.py:927] (7/8) Epoch 12, batch 16050, giga_loss[loss=0.2023, simple_loss=0.2767, pruned_loss=0.06399, over 12343.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03318, over 85.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3071, pruned_loss=0.07554, over 2475640.32 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07748, over 21427.70 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2919, pruned_loss=0.06554, over 2467347.61 frames. utt_duration=1272 frames, utt_pad_proportion=0.05599, over 7769.65 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3095, pruned_loss=0.07683, over 2476082.22 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07794, over 22694.08 utterances.], batch size: 85, lr: 3.14e-04
2022-08-28 10:08:23,536 INFO [train.py:927] (7/8) Epoch 12, batch 16100, giga_loss[loss=0.2325, simple_loss=0.3183, pruned_loss=0.07338, over 12430.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03382, over 86.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3097, pruned_loss=0.07643, over 2475133.50 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07608, over 21596.24 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2919, pruned_loss=0.06548, over 2467301.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.05558, over 7767.93 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07761, over 2475613.72 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0767, over 22725.07 utterances.], batch size: 86, lr: 3.14e-04
2022-08-28 10:10:07,395 INFO [train.py:927] (7/8) Epoch 12, batch 16150, giga_loss[loss=0.2175, simple_loss=0.2998, pruned_loss=0.06757, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.0768, over 2475915.00 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07278, over 21343.80 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2918, pruned_loss=0.06542, over 2467531.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05522, over 7767.33 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3123, pruned_loss=0.07809, over 2476288.65 frames. utt_duration=439.6 frames, utt_pad_proportion=0.0737, over 22609.84 utterances.], batch size: 104, lr: 3.14e-04
2022-08-28 10:11:54,682 INFO [train.py:927] (7/8) Epoch 12, batch 16200, giga_loss[loss=0.221, simple_loss=0.3084, pruned_loss=0.06686, over 12351.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07749, over 2475442.92 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07087, over 21201.48 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2919, pruned_loss=0.0653, over 2467548.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05496, over 7748.71 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3135, pruned_loss=0.07872, over 2475793.19 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0718, over 22336.72 utterances.], batch size: 97, lr: 3.14e-04
2022-08-28 10:13:39,751 INFO [train.py:927] (7/8) Epoch 12, batch 16250, giga_loss[loss=0.249, simple_loss=0.3388, pruned_loss=0.07956, over 12369.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.0788, over 2475602.28 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07243, over 20721.30 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2925, pruned_loss=0.06564, over 2467868.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.0585, over 7815.26 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07991, over 2475848.02 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07219, over 22002.01 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:15:27,973 INFO [train.py:927] (7/8) Epoch 12, batch 16300, libri_loss[loss=0.2113, simple_loss=0.2875, pruned_loss=0.06758, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006867, over 34.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07917, over 2475421.55 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07829, over 21019.87 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06568, over 2467804.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05831, over 7820.00 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3154, pruned_loss=0.08031, over 2475836.25 frames. utt_duration=444.9 frames, utt_pad_proportion=0.078, over 22331.26 utterances.], batch size: 34, lr: 3.14e-04
2022-08-28 10:17:12,116 INFO [train.py:927] (7/8) Epoch 12, batch 16350, giga_loss[loss=0.2673, simple_loss=0.3358, pruned_loss=0.09942, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3144, pruned_loss=0.07881, over 2475869.80 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07334, over 20828.47 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2924, pruned_loss=0.06584, over 2467699.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.06243, over 7891.77 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3161, pruned_loss=0.07978, over 2476411.64 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07216, over 22029.88 utterances.], batch size: 161, lr: 3.14e-04
2022-08-28 10:18:58,923 INFO [train.py:927] (7/8) Epoch 12, batch 16400, giga_loss[loss=0.2174, simple_loss=0.2973, pruned_loss=0.06873, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03826, over 123.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.0789, over 2476468.96 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07249, over 21066.62 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.293, pruned_loss=0.06607, over 2467979.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.06177, over 7891.35 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.07964, over 2476749.70 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07189, over 22197.45 utterances.], batch size: 123, lr: 3.14e-04
2022-08-28 10:20:40,266 INFO [train.py:927] (7/8) Epoch 12, batch 16450, giga_loss[loss=0.2929, simple_loss=0.3423, pruned_loss=0.1218, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.312, pruned_loss=0.07867, over 2475502.53 frames. utt_duration=457.3 frames, utt_pad_proportion=0.08413, over 21719.27 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2928, pruned_loss=0.06617, over 2467706.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.06009, over 7877.01 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3139, pruned_loss=0.07967, over 2476276.63 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08376, over 23196.80 utterances.], batch size: 370, lr: 3.14e-04
2022-08-28 10:22:23,163 INFO [train.py:927] (7/8) Epoch 12, batch 16500, giga_loss[loss=0.2751, simple_loss=0.3236, pruned_loss=0.1133, over 12359.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2163, over 375.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.312, pruned_loss=0.07917, over 2475136.19 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0884, over 22389.78 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2933, pruned_loss=0.06646, over 2467891.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.06466, over 7979.85 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.0798, over 2475636.58 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08659, over 23592.40 utterances.], batch size: 375, lr: 3.14e-04
2022-08-28 10:24:05,927 INFO [train.py:927] (7/8) Epoch 12, batch 16550, giga_loss[loss=0.2256, simple_loss=0.3078, pruned_loss=0.07176, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03426, over 34.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3124, pruned_loss=0.07947, over 2474838.85 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0811, over 21531.15 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2929, pruned_loss=0.0663, over 2467678.23 frames. utt_duration=1241 frames, utt_pad_proportion=0.06399, over 7962.98 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3142, pruned_loss=0.08046, over 2475607.83 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08034, over 22885.45 utterances.], batch size: 34, lr: 3.14e-04
2022-08-28 10:25:47,534 INFO [train.py:927] (7/8) Epoch 12, batch 16600, giga_loss[loss=0.2831, simple_loss=0.3483, pruned_loss=0.109, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07319, over 212.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3123, pruned_loss=0.07983, over 2475120.27 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08215, over 21851.32 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2929, pruned_loss=0.06631, over 2467626.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.0628, over 7950.92 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3143, pruned_loss=0.08097, over 2475982.33 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08205, over 23316.60 utterances.], batch size: 212, lr: 3.14e-04
2022-08-28 10:27:30,770 INFO [train.py:927] (7/8) Epoch 12, batch 16650, libri_loss[loss=0.2268, simple_loss=0.3077, pruned_loss=0.07292, over 12486.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005925, over 36.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3124, pruned_loss=0.08013, over 2474792.99 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08315, over 22094.32 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2931, pruned_loss=0.06637, over 2467625.85 frames. utt_duration=1243 frames, utt_pad_proportion=0.06189, over 7948.07 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.0813, over 2475644.40 frames. utt_duration=421 frames, utt_pad_proportion=0.08344, over 23600.56 utterances.], batch size: 36, lr: 3.14e-04
2022-08-28 10:29:16,651 INFO [train.py:927] (7/8) Epoch 12, batch 16700, giga_loss[loss=0.2725, simple_loss=0.3362, pruned_loss=0.1044, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3132, pruned_loss=0.0805, over 2474699.53 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08087, over 21584.22 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2931, pruned_loss=0.06649, over 2467442.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06151, over 7955.18 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3151, pruned_loss=0.08164, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 3.14e-04
2022-08-28 10:31:00,714 INFO [train.py:927] (7/8) Epoch 12, batch 16750, giga_loss[loss=0.2166, simple_loss=0.2955, pruned_loss=0.06887, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02889, over 43.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3158, pruned_loss=0.08333, over 2474211.47 frames. utt_duration=449 frames, utt_pad_proportion=0.08143, over 22113.37 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.06658, over 2467244.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.0606, over 7930.21 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3176, pruned_loss=0.08444, over 2475301.47 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08229, over 23580.69 utterances.], batch size: 43, lr: 3.14e-04
2022-08-28 10:32:41,957 INFO [train.py:927] (7/8) Epoch 12, batch 16800, libri_loss[loss=0.1755, simple_loss=0.2562, pruned_loss=0.04739, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.0106, over 28.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3157, pruned_loss=0.08232, over 2473878.20 frames. utt_duration=474.1 frames, utt_pad_proportion=0.08093, over 20937.02 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06684, over 2467422.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06397, over 8003.03 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3177, pruned_loss=0.08351, over 2474809.84 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08094, over 22488.83 utterances.], batch size: 28, lr: 3.14e-04
2022-08-28 10:34:24,275 INFO [train.py:927] (7/8) Epoch 12, batch 16850, giga_loss[loss=0.2239, simple_loss=0.2917, pruned_loss=0.07803, over 12241.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02919, over 39.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08241, over 2473509.72 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08327, over 21310.70 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2933, pruned_loss=0.06688, over 2467240.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06765, over 8042.59 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3188, pruned_loss=0.08379, over 2474633.27 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08229, over 22890.56 utterances.], batch size: 39, lr: 3.14e-04
2022-08-28 10:36:05,294 INFO [train.py:927] (7/8) Epoch 12, batch 16900, giga_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.06323, over 12361.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0279, over 48.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3144, pruned_loss=0.08083, over 2473081.22 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08237, over 21346.79 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06661, over 2467177.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06696, over 8006.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08241, over 2474121.52 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08191, over 22855.30 utterances.], batch size: 48, lr: 3.14e-04
2022-08-28 10:37:49,751 INFO [train.py:927] (7/8) Epoch 12, batch 16950, giga_loss[loss=0.2351, simple_loss=0.3258, pruned_loss=0.0722, over 12398.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02624, over 70.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08122, over 2473204.69 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08101, over 21589.04 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.0666, over 2467302.58 frames. utt_duration=1237 frames, utt_pad_proportion=0.06571, over 7986.05 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.08284, over 2474040.85 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08126, over 23129.45 utterances.], batch size: 70, lr: 3.14e-04
2022-08-28 10:39:35,081 INFO [train.py:927] (7/8) Epoch 12, batch 17000, giga_loss[loss=0.2794, simple_loss=0.3474, pruned_loss=0.1057, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08231, over 2473724.12 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07803, over 21882.72 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06642, over 2467011.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.06424, over 7949.97 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08413, over 2474803.54 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07896, over 23496.98 utterances.], batch size: 48, lr: 3.14e-04
2022-08-28 10:41:19,714 INFO [train.py:927] (7/8) Epoch 12, batch 17050, giga_loss[loss=0.2361, simple_loss=0.3168, pruned_loss=0.07765, over 12374.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3168, pruned_loss=0.08248, over 2473920.26 frames. utt_duration=460 frames, utt_pad_proportion=0.07513, over 21581.15 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2926, pruned_loss=0.06655, over 2467175.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06769, over 8013.52 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08394, over 2474690.42 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07509, over 22910.76 utterances.], batch size: 97, lr: 3.14e-04
2022-08-28 10:43:04,551 INFO [train.py:927] (7/8) Epoch 12, batch 17100, giga_loss[loss=0.3241, simple_loss=0.368, pruned_loss=0.1402, over 12395.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08267, over 2473675.41 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08257, over 22761.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06645, over 2467201.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.0672, over 7999.33 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3186, pruned_loss=0.08412, over 2474349.49 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08241, over 24014.66 utterances.], batch size: 258, lr: 3.14e-04
2022-08-28 10:44:45,518 INFO [train.py:927] (7/8) Epoch 12, batch 17150, giga_loss[loss=0.2408, simple_loss=0.313, pruned_loss=0.08436, over 12398.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02858, over 97.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3158, pruned_loss=0.08161, over 2473689.26 frames. utt_duration=445.5 frames, utt_pad_proportion=0.0817, over 22281.89 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2926, pruned_loss=0.06662, over 2467186.96 frames. utt_duration=1235 frames, utt_pad_proportion=0.06611, over 8003.34 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08305, over 2474431.30 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08207, over 23668.11 utterances.], batch size: 97, lr: 3.14e-04
2022-08-28 10:46:31,453 INFO [train.py:927] (7/8) Epoch 12, batch 17200, giga_loss[loss=0.2596, simple_loss=0.3261, pruned_loss=0.09658, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08156, over 2473621.71 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08229, over 22350.62 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2929, pruned_loss=0.06681, over 2467284.89 frames. utt_duration=1231 frames, utt_pad_proportion=0.06638, over 8026.32 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08265, over 2474175.05 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08253, over 23544.49 utterances.], batch size: 161, lr: 3.14e-04
2022-08-28 10:48:15,559 INFO [train.py:927] (7/8) Epoch 12, batch 17250, giga_loss[loss=0.2337, simple_loss=0.2978, pruned_loss=0.08479, over 12173.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03219, over 36.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3125, pruned_loss=0.08013, over 2472928.77 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08198, over 22037.59 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06687, over 2467274.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06515, over 7995.98 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.08126, over 2473494.82 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08263, over 23312.11 utterances.], batch size: 36, lr: 3.14e-04
2022-08-28 10:49:56,431 INFO [train.py:927] (7/8) Epoch 12, batch 17300, libri_loss[loss=0.1893, simple_loss=0.2561, pruned_loss=0.06124, over 12216.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009618, over 29.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3098, pruned_loss=0.07904, over 2472909.10 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07917, over 21190.86 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2927, pruned_loss=0.06679, over 2466835.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06294, over 7951.91 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3124, pruned_loss=0.08063, over 2474045.55 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08084, over 22898.70 utterances.], batch size: 29, lr: 3.14e-04
2022-08-28 10:51:41,628 INFO [train.py:927] (7/8) Epoch 12, batch 17350, libri_loss[loss=0.1713, simple_loss=0.247, pruned_loss=0.04784, over 12161.00 frames. utt_duration=1803 frames, utt_pad_proportion=0.03057, over 27.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3083, pruned_loss=0.0773, over 2473268.09 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07698, over 21177.01 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2923, pruned_loss=0.06665, over 2466978.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.06211, over 7928.02 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3111, pruned_loss=0.0789, over 2474171.32 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07878, over 22805.77 utterances.], batch size: 27, lr: 3.14e-04
2022-08-28 10:53:24,008 INFO [train.py:927] (7/8) Epoch 12, batch 17400, giga_loss[loss=0.2015, simple_loss=0.2906, pruned_loss=0.05626, over 12465.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02852, over 80.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3064, pruned_loss=0.07367, over 2473584.07 frames. utt_duration=457 frames, utt_pad_proportion=0.07437, over 21719.23 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2922, pruned_loss=0.06664, over 2466758.56 frames. utt_duration=1250 frames, utt_pad_proportion=0.06094, over 7901.08 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3091, pruned_loss=0.07516, over 2474631.43 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07637, over 23332.72 utterances.], batch size: 80, lr: 3.14e-04
2022-08-28 10:55:07,392 INFO [train.py:927] (7/8) Epoch 12, batch 17450, giga_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06516, over 12456.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04242, over 114.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07084, over 2474907.07 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07048, over 22107.72 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2919, pruned_loss=0.06641, over 2466909.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.05993, over 7886.09 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.0724, over 2475819.68 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07267, over 23810.11 utterances.], batch size: 114, lr: 3.14e-04
2022-08-28 10:56:55,176 INFO [train.py:927] (7/8) Epoch 12, batch 17500, giga_loss[loss=0.203, simple_loss=0.2983, pruned_loss=0.05383, over 12399.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06377, over 183.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3044, pruned_loss=0.06871, over 2475309.56 frames. utt_duration=432 frames, utt_pad_proportion=0.07085, over 22997.62 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2918, pruned_loss=0.06651, over 2466887.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05928, over 7864.93 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3068, pruned_loss=0.06989, over 2476169.89 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07273, over 24556.55 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 10:58:40,435 INFO [train.py:927] (7/8) Epoch 12, batch 17550, giga_loss[loss=0.2081, simple_loss=0.292, pruned_loss=0.06209, over 12437.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04752, over 147.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3048, pruned_loss=0.06877, over 2476138.86 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07132, over 23634.32 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2923, pruned_loss=0.0669, over 2467206.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06253, over 7927.80 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3066, pruned_loss=0.06942, over 2476737.22 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07197, over 25155.09 utterances.], batch size: 147, lr: 3.14e-04
2022-08-28 11:00:25,993 INFO [train.py:927] (7/8) Epoch 12, batch 17600, giga_loss[loss=0.2036, simple_loss=0.2872, pruned_loss=0.06004, over 12398.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3019, pruned_loss=0.06622, over 2476655.08 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06856, over 23749.45 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2924, pruned_loss=0.06693, over 2467291.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.06188, over 7918.48 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06672, over 2477199.25 frames. utt_duration=394 frames, utt_pad_proportion=0.06944, over 25244.42 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 11:02:08,981 INFO [train.py:927] (7/8) Epoch 12, batch 17650, giga_loss[loss=0.2051, simple_loss=0.3011, pruned_loss=0.05452, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03927, over 105.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3003, pruned_loss=0.06478, over 2476709.58 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07165, over 24276.08 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2922, pruned_loss=0.06663, over 2467128.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.06031, over 7887.82 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.302, pruned_loss=0.0654, over 2477580.33 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07263, over 25991.77 utterances.], batch size: 105, lr: 3.14e-04
2022-08-28 11:03:51,026 INFO [train.py:927] (7/8) Epoch 12, batch 17700, giga_loss[loss=0.2025, simple_loss=0.3005, pruned_loss=0.05228, over 12390.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03616, over 75.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06332, over 2476424.70 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07283, over 24694.07 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.0668, over 2466699.97 frames. utt_duration=1259 frames, utt_pad_proportion=0.05902, over 7845.80 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2997, pruned_loss=0.06359, over 2477773.84 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07398, over 26564.29 utterances.], batch size: 75, lr: 3.14e-04
2022-08-28 11:05:36,507 INFO [train.py:927] (7/8) Epoch 12, batch 17750, giga_loss[loss=0.1882, simple_loss=0.2805, pruned_loss=0.04801, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06156, over 2476602.22 frames. utt_duration=412.3 frames, utt_pad_proportion=0.07209, over 24112.26 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2918, pruned_loss=0.06662, over 2467371.15 frames. utt_duration=1262 frames, utt_pad_proportion=0.05755, over 7828.61 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2963, pruned_loss=0.06176, over 2477417.49 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07366, over 26241.12 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 11:07:23,456 INFO [train.py:927] (7/8) Epoch 12, batch 17800, giga_loss[loss=0.1888, simple_loss=0.2807, pruned_loss=0.04848, over 12414.00 frames. utt_duration=405 frames, utt_pad_proportion=0.03806, over 123.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.0609, over 2476118.19 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07309, over 24366.59 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2917, pruned_loss=0.06653, over 2467154.57 frames. utt_duration=1265 frames, utt_pad_proportion=0.056, over 7809.58 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.06095, over 2477331.41 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07481, over 26694.73 utterances.], batch size: 123, lr: 3.14e-04
2022-08-28 11:09:19,403 INFO [train.py:927] (7/8) Epoch 12, batch 17850, giga_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.07527, over 12370.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2947, pruned_loss=0.06082, over 2476759.12 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07409, over 24807.43 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2918, pruned_loss=0.06654, over 2467225.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05518, over 7802.37 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.06075, over 2477846.66 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07569, over 26974.90 utterances.], batch size: 257, lr: 3.14e-04
2022-08-28 11:11:24,753 INFO [train.py:927] (7/8) Epoch 12, batch 17900, giga_loss[loss=0.1766, simple_loss=0.2741, pruned_loss=0.03959, over 12320.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.293, pruned_loss=0.05941, over 2476347.15 frames. utt_duration=414 frames, utt_pad_proportion=0.07207, over 24006.83 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2917, pruned_loss=0.06648, over 2467176.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.05401, over 7772.81 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.294, pruned_loss=0.05923, over 2477513.61 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07396, over 26214.02 utterances.], batch size: 70, lr: 3.14e-04
2022-08-28 11:13:22,258 INFO [train.py:927] (7/8) Epoch 12, batch 17950, giga_loss[loss=0.1972, simple_loss=0.2869, pruned_loss=0.05376, over 12400.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05797, over 2476827.17 frames. utt_duration=400 frames, utt_pad_proportion=0.0753, over 24854.71 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2916, pruned_loss=0.06656, over 2467230.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05804, over 7850.51 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2922, pruned_loss=0.05753, over 2477991.68 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07562, over 27038.08 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 11:15:35,158 INFO [train.py:927] (7/8) Epoch 12, batch 18000, giga_loss[loss=0.2297, simple_loss=0.3095, pruned_loss=0.07497, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03404, over 113.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2893, pruned_loss=0.05716, over 2476910.54 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07318, over 24655.72 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2916, pruned_loss=0.06662, over 2467202.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05712, over 7832.63 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.05661, over 2478028.68 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07393, over 26714.38 utterances.], batch size: 113, lr: 3.13e-04
2022-08-28 11:15:35,159 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 11:15:49,310 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.174, simple_loss=0.2848, pruned_loss=0.03161, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 11:17:42,457 INFO [train.py:927] (7/8) Epoch 12, batch 18050, giga_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.06263, over 12380.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09175, over 254.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.289, pruned_loss=0.05676, over 2477264.07 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07088, over 24823.11 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2914, pruned_loss=0.06647, over 2467219.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05652, over 7810.23 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2898, pruned_loss=0.05634, over 2478263.10 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07182, over 26701.30 utterances.], batch size: 254, lr: 3.13e-04
2022-08-28 11:19:51,373 INFO [train.py:927] (7/8) Epoch 12, batch 18100, giga_loss[loss=0.1889, simple_loss=0.2804, pruned_loss=0.04866, over 12422.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03608, over 105.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.05595, over 2477374.66 frames. utt_duration=414.3 frames, utt_pad_proportion=0.0681, over 23992.31 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2913, pruned_loss=0.06653, over 2467165.63 frames. utt_duration=1272 frames, utt_pad_proportion=0.05509, over 7767.37 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2899, pruned_loss=0.05525, over 2478548.55 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06958, over 26069.45 utterances.], batch size: 105, lr: 3.13e-04
2022-08-28 11:21:52,170 INFO [train.py:927] (7/8) Epoch 12, batch 18150, giga_loss[loss=0.1824, simple_loss=0.2816, pruned_loss=0.04166, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05914, over 182.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2887, pruned_loss=0.05581, over 2477070.80 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06823, over 24092.80 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2913, pruned_loss=0.06662, over 2467164.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05885, over 7828.24 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2891, pruned_loss=0.05498, over 2478171.23 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06845, over 25957.38 utterances.], batch size: 182, lr: 3.13e-04
2022-08-28 11:23:54,242 INFO [train.py:927] (7/8) Epoch 12, batch 18200, giga_loss[loss=0.1981, simple_loss=0.3034, pruned_loss=0.04637, over 12354.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03006, over 70.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2914, pruned_loss=0.05525, over 2477190.27 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06964, over 24888.78 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2912, pruned_loss=0.0666, over 2467105.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05844, over 7810.98 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2917, pruned_loss=0.05451, over 2478196.94 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06983, over 26511.44 utterances.], batch size: 70, lr: 3.13e-04
2022-08-28 11:25:56,404 INFO [train.py:927] (7/8) Epoch 12, batch 18250, libri_loss[loss=0.214, simple_loss=0.2957, pruned_loss=0.06617, over 12374.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01068, over 38.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2927, pruned_loss=0.05433, over 2477510.33 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06437, over 23617.09 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2917, pruned_loss=0.06667, over 2467194.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05719, over 7787.99 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2926, pruned_loss=0.05333, over 2478540.35 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06525, over 25409.50 utterances.], batch size: 38, lr: 3.13e-04
2022-08-28 11:27:57,624 INFO [train.py:927] (7/8) Epoch 12, batch 18300, giga_loss[loss=0.1805, simple_loss=0.2664, pruned_loss=0.0473, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.02809, over 40.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2925, pruned_loss=0.05455, over 2477358.75 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06253, over 23148.79 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2916, pruned_loss=0.0666, over 2467367.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.05565, over 7744.44 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2926, pruned_loss=0.05335, over 2478409.36 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06386, over 25198.21 utterances.], batch size: 40, lr: 3.13e-04
2022-08-28 11:30:23,576 INFO [train.py:927] (7/8) Epoch 12, batch 18350, giga_loss[loss=0.2312, simple_loss=0.309, pruned_loss=0.07669, over 12391.00 frames. utt_duration=506.4 frames, utt_pad_proportion=0.03549, over 98.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2922, pruned_loss=0.05535, over 2476954.32 frames. utt_duration=439.3 frames, utt_pad_proportion=0.06179, over 22618.54 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2913, pruned_loss=0.0666, over 2467198.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05894, over 7778.71 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2925, pruned_loss=0.05398, over 2478286.86 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06217, over 24760.84 utterances.], batch size: 98, lr: 3.13e-04
2022-08-28 11:32:27,242 INFO [train.py:927] (7/8) Epoch 12, batch 18400, giga_loss[loss=0.1742, simple_loss=0.2661, pruned_loss=0.04119, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.05451, over 2477541.56 frames. utt_duration=441.8 frames, utt_pad_proportion=0.062, over 22493.99 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2917, pruned_loss=0.0668, over 2467311.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.06277, over 7862.95 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2897, pruned_loss=0.05301, over 2478734.69 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06129, over 24461.41 utterances.], batch size: 75, lr: 3.13e-04
2022-08-28 11:34:29,319 INFO [train.py:927] (7/8) Epoch 12, batch 18450, giga_loss[loss=0.1862, simple_loss=0.2811, pruned_loss=0.04568, over 12377.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2883, pruned_loss=0.05431, over 2476983.99 frames. utt_duration=446.4 frames, utt_pad_proportion=0.06096, over 22252.40 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2918, pruned_loss=0.06683, over 2467235.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.06063, over 7831.10 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2881, pruned_loss=0.05248, over 2478512.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06107, over 24583.63 utterances.], batch size: 182, lr: 3.13e-04
2022-08-28 11:36:31,657 INFO [train.py:927] (7/8) Epoch 12, batch 18500, giga_loss[loss=0.2133, simple_loss=0.3067, pruned_loss=0.05994, over 12392.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2903, pruned_loss=0.05527, over 2476972.91 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06276, over 22981.64 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2919, pruned_loss=0.06694, over 2467143.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.06069, over 7842.94 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.29, pruned_loss=0.05368, over 2478302.08 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0627, over 24863.89 utterances.], batch size: 182, lr: 3.13e-04
2022-08-28 11:38:42,661 INFO [train.py:927] (7/8) Epoch 12, batch 18550, giga_loss[loss=0.1909, simple_loss=0.2795, pruned_loss=0.05119, over 12465.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03413, over 98.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05609, over 2477043.41 frames. utt_duration=423 frames, utt_pad_proportion=0.06441, over 23490.36 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2923, pruned_loss=0.06705, over 2467218.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.0602, over 7838.51 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2895, pruned_loss=0.05465, over 2478117.69 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0644, over 25114.60 utterances.], batch size: 98, lr: 3.13e-04
2022-08-28 11:40:53,141 INFO [train.py:927] (7/8) Epoch 12, batch 18600, giga_loss[loss=0.2195, simple_loss=0.3032, pruned_loss=0.06789, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03436, over 105.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2925, pruned_loss=0.05688, over 2477155.09 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06286, over 22656.06 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2927, pruned_loss=0.06726, over 2467625.72 frames. utt_duration=1259 frames, utt_pad_proportion=0.0594, over 7846.25 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2916, pruned_loss=0.0552, over 2477968.75 frames. utt_duration=407 frames, utt_pad_proportion=0.0632, over 24422.96 utterances.], batch size: 105, lr: 3.13e-04
2022-08-28 11:43:04,818 INFO [train.py:927] (7/8) Epoch 12, batch 18650, libri_loss[loss=0.1833, simple_loss=0.2539, pruned_loss=0.05633, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008084, over 29.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2898, pruned_loss=0.05572, over 2477550.71 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06318, over 23223.16 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06711, over 2467220.44 frames. utt_duration=1263 frames, utt_pad_proportion=0.05849, over 7822.46 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2894, pruned_loss=0.05433, over 2478720.85 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06369, over 24915.23 utterances.], batch size: 29, lr: 3.13e-04
2022-08-28 11:45:04,830 INFO [train.py:927] (7/8) Epoch 12, batch 18700, giga_loss[loss=0.1821, simple_loss=0.28, pruned_loss=0.0421, over 12423.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2861, pruned_loss=0.05501, over 2477524.88 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06544, over 23459.75 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2925, pruned_loss=0.06731, over 2467118.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.0575, over 7811.08 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2855, pruned_loss=0.05337, over 2478835.51 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06603, over 25250.29 utterances.], batch size: 75, lr: 3.13e-04
2022-08-28 11:46:53,710 INFO [train.py:927] (7/8) Epoch 12, batch 18750, giga_loss[loss=0.205, simple_loss=0.295, pruned_loss=0.05747, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02824, over 45.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2867, pruned_loss=0.05543, over 2477484.79 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06421, over 23251.22 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2925, pruned_loss=0.06732, over 2467378.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.0568, over 7790.90 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2861, pruned_loss=0.05377, over 2478588.36 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06498, over 25126.94 utterances.], batch size: 45, lr: 3.13e-04
2022-08-28 11:48:52,191 INFO [train.py:927] (7/8) Epoch 12, batch 18800, giga_loss[loss=0.2129, simple_loss=0.3, pruned_loss=0.06283, over 12390.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04689, over 161.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2847, pruned_loss=0.05404, over 2477594.29 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06708, over 24432.10 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2921, pruned_loss=0.06714, over 2467608.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.0558, over 7764.43 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2844, pruned_loss=0.0526, over 2478503.52 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06779, over 26299.82 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 11:51:04,176 INFO [train.py:927] (7/8) Epoch 12, batch 18850, giga_loss[loss=0.1936, simple_loss=0.2831, pruned_loss=0.05201, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03987, over 113.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.283, pruned_loss=0.05309, over 2477764.32 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06553, over 23939.04 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.292, pruned_loss=0.06696, over 2467765.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05458, over 7740.97 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2826, pruned_loss=0.05174, over 2478591.06 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06664, over 25909.78 utterances.], batch size: 113, lr: 3.13e-04
2022-08-28 11:53:11,560 INFO [train.py:927] (7/8) Epoch 12, batch 18900, giga_loss[loss=0.195, simple_loss=0.2777, pruned_loss=0.05613, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03032, over 42.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2835, pruned_loss=0.0536, over 2477177.91 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06504, over 23804.51 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2917, pruned_loss=0.0669, over 2467251.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.05357, over 7710.72 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2832, pruned_loss=0.05227, over 2478517.97 frames. utt_duration=386 frames, utt_pad_proportion=0.06628, over 25760.45 utterances.], batch size: 42, lr: 3.13e-04
2022-08-28 11:55:08,293 INFO [train.py:927] (7/8) Epoch 12, batch 18950, giga_loss[loss=0.169, simple_loss=0.2655, pruned_loss=0.0363, over 12353.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2829, pruned_loss=0.05348, over 2477243.42 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06414, over 24369.36 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2914, pruned_loss=0.06671, over 2466842.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.05279, over 7689.61 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2828, pruned_loss=0.05237, over 2478854.12 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06542, over 26228.66 utterances.], batch size: 97, lr: 3.13e-04
2022-08-28 11:57:08,233 INFO [train.py:927] (7/8) Epoch 12, batch 19000, giga_loss[loss=0.1903, simple_loss=0.2934, pruned_loss=0.04359, over 12332.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 91.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2851, pruned_loss=0.0534, over 2476901.77 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06443, over 24262.29 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2915, pruned_loss=0.0667, over 2466814.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.05218, over 7675.36 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2849, pruned_loss=0.05235, over 2478332.47 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06562, over 25956.70 utterances.], batch size: 91, lr: 3.13e-04
2022-08-28 11:59:05,652 INFO [train.py:927] (7/8) Epoch 12, batch 19050, libri_loss[loss=0.2203, simple_loss=0.2951, pruned_loss=0.07281, over 12390.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00567, over 34.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2864, pruned_loss=0.05383, over 2477074.37 frames. utt_duration=412 frames, utt_pad_proportion=0.0623, over 24120.91 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2914, pruned_loss=0.06668, over 2466657.78 frames. utt_duration=1289 frames, utt_pad_proportion=0.05183, over 7666.01 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.05277, over 2478528.15 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06353, over 25786.24 utterances.], batch size: 34, lr: 3.13e-04
2022-08-28 12:01:06,589 INFO [train.py:927] (7/8) Epoch 12, batch 19100, giga_loss[loss=0.201, simple_loss=0.2834, pruned_loss=0.0593, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2851, pruned_loss=0.05333, over 2476868.11 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06683, over 25178.51 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2915, pruned_loss=0.06672, over 2466714.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.05106, over 7651.72 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2848, pruned_loss=0.05225, over 2478151.88 frames. utt_duration=371 frames, utt_pad_proportion=0.06777, over 26807.92 utterances.], batch size: 113, lr: 3.13e-04
2022-08-28 12:03:06,668 INFO [train.py:927] (7/8) Epoch 12, batch 19150, giga_loss[loss=0.1835, simple_loss=0.2731, pruned_loss=0.04693, over 12368.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.02995, over 97.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2842, pruned_loss=0.05331, over 2476821.58 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06536, over 24276.80 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.292, pruned_loss=0.06691, over 2466700.42 frames. utt_duration=1286 frames, utt_pad_proportion=0.05107, over 7680.02 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2832, pruned_loss=0.05181, over 2478170.07 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06638, over 26122.93 utterances.], batch size: 97, lr: 3.13e-04
2022-08-28 12:05:16,940 INFO [train.py:927] (7/8) Epoch 12, batch 19200, giga_loss[loss=0.2119, simple_loss=0.298, pruned_loss=0.06284, over 12418.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2859, pruned_loss=0.05376, over 2476971.34 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06518, over 24324.26 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.292, pruned_loss=0.06694, over 2466643.80 frames. utt_duration=1287 frames, utt_pad_proportion=0.05048, over 7673.82 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.285, pruned_loss=0.05238, over 2478255.65 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06623, over 26020.32 utterances.], batch size: 213, lr: 3.13e-04
2022-08-28 12:07:12,732 INFO [train.py:927] (7/8) Epoch 12, batch 19250, giga_loss[loss=0.195, simple_loss=0.2954, pruned_loss=0.04727, over 12410.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2871, pruned_loss=0.05485, over 2477293.38 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06564, over 23582.32 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2923, pruned_loss=0.06715, over 2466782.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05889, over 7794.66 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05306, over 2478600.74 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06427, over 25429.84 utterances.], batch size: 62, lr: 3.13e-04
2022-08-28 12:09:12,574 INFO [train.py:927] (7/8) Epoch 12, batch 19300, giga_loss[loss=0.1806, simple_loss=0.2804, pruned_loss=0.04046, over 12362.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2889, pruned_loss=0.05556, over 2477221.85 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06795, over 23667.94 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2924, pruned_loss=0.06724, over 2467063.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05793, over 7789.77 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2878, pruned_loss=0.05373, over 2478298.25 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06708, over 25607.40 utterances.], batch size: 58, lr: 3.13e-04
2022-08-28 12:11:32,627 INFO [train.py:927] (7/8) Epoch 12, batch 19350, giga_loss[loss=0.2162, simple_loss=0.2998, pruned_loss=0.06631, over 12378.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.02825, over 51.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.288, pruned_loss=0.05528, over 2477467.75 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07179, over 24804.42 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06712, over 2466716.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05747, over 7779.89 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.05385, over 2478742.27 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07106, over 26499.91 utterances.], batch size: 51, lr: 3.13e-04
2022-08-28 12:13:29,618 INFO [train.py:927] (7/8) Epoch 12, batch 19400, libri_loss[loss=0.2178, simple_loss=0.2972, pruned_loss=0.06925, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006349, over 37.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2878, pruned_loss=0.05573, over 2477787.02 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07185, over 25064.91 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2925, pruned_loss=0.06709, over 2466726.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05655, over 7761.60 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05431, over 2479096.98 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07164, over 26915.59 utterances.], batch size: 37, lr: 3.13e-04
2022-08-28 12:15:36,296 INFO [train.py:927] (7/8) Epoch 12, batch 19450, giga_loss[loss=0.1982, simple_loss=0.2857, pruned_loss=0.05541, over 12369.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02946, over 85.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2857, pruned_loss=0.05537, over 2476586.02 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07243, over 24501.02 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2922, pruned_loss=0.06693, over 2466649.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.06068, over 7840.00 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2851, pruned_loss=0.05403, over 2478066.12 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07135, over 26459.22 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 12:17:41,219 INFO [train.py:927] (7/8) Epoch 12, batch 19500, giga_loss[loss=0.1946, simple_loss=0.2933, pruned_loss=0.04797, over 12470.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2856, pruned_loss=0.05438, over 2477338.95 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07253, over 24862.98 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2918, pruned_loss=0.06682, over 2466669.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.06037, over 7808.54 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2854, pruned_loss=0.05328, over 2478627.95 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07178, over 26649.65 utterances.], batch size: 92, lr: 3.13e-04
2022-08-28 12:19:30,406 INFO [train.py:927] (7/8) Epoch 12, batch 19550, giga_loss[loss=0.2114, simple_loss=0.3039, pruned_loss=0.05938, over 12376.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03138, over 97.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05368, over 2477333.55 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06928, over 23836.08 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2924, pruned_loss=0.0672, over 2466715.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.05976, over 7835.98 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.0522, over 2478558.29 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06914, over 25603.53 utterances.], batch size: 97, lr: 3.13e-04
2022-08-28 12:21:38,154 INFO [train.py:927] (7/8) Epoch 12, batch 19600, giga_loss[loss=0.1762, simple_loss=0.2708, pruned_loss=0.04074, over 12456.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.02873, over 75.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05337, over 2477097.55 frames. utt_duration=415.2 frames, utt_pad_proportion=0.07094, over 23931.20 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06709, over 2466647.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05898, over 7834.74 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2868, pruned_loss=0.05192, over 2478443.24 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07107, over 25807.06 utterances.], batch size: 75, lr: 3.13e-04
2022-08-28 12:23:48,595 INFO [train.py:927] (7/8) Epoch 12, batch 19650, giga_loss[loss=0.1902, simple_loss=0.2869, pruned_loss=0.04676, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04977, over 161.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05357, over 2477566.96 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06822, over 24059.13 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2922, pruned_loss=0.06707, over 2466594.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05877, over 7841.27 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2877, pruned_loss=0.05209, over 2478971.14 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06867, over 25962.71 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 12:25:53,390 INFO [train.py:927] (7/8) Epoch 12, batch 19700, giga_loss[loss=0.2286, simple_loss=0.324, pruned_loss=0.06661, over 12435.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04646, over 161.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2904, pruned_loss=0.05469, over 2477648.32 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06779, over 23715.54 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2932, pruned_loss=0.0676, over 2466852.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06571, over 7995.70 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2889, pruned_loss=0.0524, over 2479064.54 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06639, over 25861.34 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 12:28:13,879 INFO [train.py:927] (7/8) Epoch 12, batch 19750, giga_loss[loss=0.1858, simple_loss=0.282, pruned_loss=0.04486, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0391, over 133.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2913, pruned_loss=0.05411, over 2477193.74 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06931, over 23873.64 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.06767, over 2466901.81 frames. utt_duration=1235 frames, utt_pad_proportion=0.06549, over 7998.72 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.29, pruned_loss=0.05221, over 2478303.38 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06815, over 25613.34 utterances.], batch size: 133, lr: 3.13e-04
2022-08-28 12:30:35,877 INFO [train.py:927] (7/8) Epoch 12, batch 19800, libri_loss[loss=0.2273, simple_loss=0.3048, pruned_loss=0.07494, over 12233.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005623, over 34.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2899, pruned_loss=0.05357, over 2477605.79 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06562, over 23155.51 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2938, pruned_loss=0.06776, over 2466976.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.06451, over 7971.95 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2884, pruned_loss=0.05173, over 2478621.73 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06521, over 24839.01 utterances.], batch size: 34, lr: 3.13e-04
2022-08-28 12:32:36,431 INFO [train.py:927] (7/8) Epoch 12, batch 19850, giga_loss[loss=0.1971, simple_loss=0.2855, pruned_loss=0.05432, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2881, pruned_loss=0.05276, over 2477356.02 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06474, over 22810.91 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2934, pruned_loss=0.06762, over 2467251.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06407, over 7965.75 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2873, pruned_loss=0.05109, over 2478146.07 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06462, over 24500.76 utterances.], batch size: 48, lr: 3.13e-04
2022-08-28 12:34:31,330 INFO [train.py:927] (7/8) Epoch 12, batch 19900, giga_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05114, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2902, pruned_loss=0.05412, over 2477553.18 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06718, over 22729.97 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2939, pruned_loss=0.06793, over 2467749.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06476, over 8046.43 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2888, pruned_loss=0.05189, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 3.12e-04
2022-08-28 12:36:21,866 INFO [train.py:927] (7/8) Epoch 12, batch 19950, giga_loss[loss=0.1981, simple_loss=0.2888, pruned_loss=0.05369, over 12363.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.02827, over 62.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2881, pruned_loss=0.05321, over 2477378.92 frames. utt_duration=437.8 frames, utt_pad_proportion=0.0663, over 22696.85 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.294, pruned_loss=0.06782, over 2467364.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.06355, over 8031.13 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2867, pruned_loss=0.05112, over 2478515.88 frames. utt_duration=403.2 frames, utt_pad_proportion=0.0664, over 24658.14 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 12:38:19,213 INFO [train.py:927] (7/8) Epoch 12, batch 20000, giga_loss[loss=0.2424, simple_loss=0.3322, pruned_loss=0.0763, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03928, over 37.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2878, pruned_loss=0.05367, over 2476631.07 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06887, over 23316.26 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2933, pruned_loss=0.06741, over 2466822.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.06222, over 7979.79 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2873, pruned_loss=0.05199, over 2478302.94 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06918, over 25344.32 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 12:40:05,422 INFO [train.py:927] (7/8) Epoch 12, batch 20050, giga_loss[loss=0.2565, simple_loss=0.3422, pruned_loss=0.08546, over 12285.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02784, over 42.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2946, pruned_loss=0.05761, over 2476183.05 frames. utt_duration=431 frames, utt_pad_proportion=0.06788, over 23049.37 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2934, pruned_loss=0.06746, over 2466709.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06167, over 7970.11 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2941, pruned_loss=0.05608, over 2477751.76 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06836, over 24870.36 utterances.], batch size: 42, lr: 3.12e-04
2022-08-28 12:41:50,654 INFO [train.py:927] (7/8) Epoch 12, batch 20100, giga_loss[loss=0.1818, simple_loss=0.2644, pruned_loss=0.04957, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03031, over 51.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05952, over 2475934.77 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07277, over 22578.47 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2936, pruned_loss=0.06765, over 2466934.28 frames. utt_duration=1218 frames, utt_pad_proportion=0.06909, over 8109.44 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2951, pruned_loss=0.05784, over 2477297.80 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07069, over 24388.01 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 12:43:34,116 INFO [train.py:927] (7/8) Epoch 12, batch 20150, libri_loss[loss=0.189, simple_loss=0.2614, pruned_loss=0.05831, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009027, over 30.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2892, pruned_loss=0.05759, over 2475565.16 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07567, over 22336.01 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2931, pruned_loss=0.06751, over 2467173.56 frames. utt_duration=1224 frames, utt_pad_proportion=0.06767, over 8069.61 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2892, pruned_loss=0.0561, over 2476657.57 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07428, over 24218.93 utterances.], batch size: 30, lr: 3.12e-04
2022-08-28 12:45:18,289 INFO [train.py:927] (7/8) Epoch 12, batch 20200, giga_loss[loss=0.1865, simple_loss=0.2717, pruned_loss=0.05069, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2812, pruned_loss=0.05448, over 2475867.18 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07227, over 21383.49 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2928, pruned_loss=0.06746, over 2467210.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06694, over 8057.14 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2814, pruned_loss=0.05315, over 2476837.21 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07163, over 23143.94 utterances.], batch size: 70, lr: 3.12e-04
2022-08-28 12:46:58,795 INFO [train.py:927] (7/8) Epoch 12, batch 20250, libri_loss[loss=0.1797, simple_loss=0.258, pruned_loss=0.05069, over 12179.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009486, over 30.00 utterances.], tot_loss[loss=0.19, simple_loss=0.275, pruned_loss=0.05248, over 2475971.98 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07145, over 20762.75 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2921, pruned_loss=0.06736, over 2466936.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06566, over 8006.18 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2753, pruned_loss=0.05102, over 2477359.89 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07144, over 22715.26 utterances.], batch size: 30, lr: 3.12e-04
2022-08-28 12:48:43,663 INFO [train.py:927] (7/8) Epoch 12, batch 20300, giga_loss[loss=0.1459, simple_loss=0.2244, pruned_loss=0.03368, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1896, over 362.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2707, pruned_loss=0.05108, over 2474757.10 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07129, over 20648.10 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2913, pruned_loss=0.06703, over 2466745.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.06407, over 7946.95 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.271, pruned_loss=0.04971, over 2476334.62 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07183, over 22665.28 utterances.], batch size: 362, lr: 3.12e-04
2022-08-28 12:50:26,814 INFO [train.py:927] (7/8) Epoch 12, batch 20350, giga_loss[loss=0.165, simple_loss=0.2469, pruned_loss=0.04151, over 12418.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03781, over 123.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2666, pruned_loss=0.04965, over 2473882.39 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06744, over 19600.48 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2916, pruned_loss=0.06729, over 2466951.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06757, over 8007.83 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2661, pruned_loss=0.04802, over 2475100.11 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06713, over 21371.67 utterances.], batch size: 123, lr: 3.12e-04
2022-08-28 12:52:10,779 INFO [train.py:927] (7/8) Epoch 12, batch 20400, giga_loss[loss=0.1657, simple_loss=0.249, pruned_loss=0.04119, over 12367.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07088, over 211.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2631, pruned_loss=0.04847, over 2473858.90 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06856, over 19190.23 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2923, pruned_loss=0.06741, over 2467106.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.07042, over 8077.45 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.2615, pruned_loss=0.04656, over 2474859.37 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06721, over 20848.56 utterances.], batch size: 211, lr: 3.12e-04
2022-08-28 12:53:53,797 INFO [train.py:927] (7/8) Epoch 12, batch 20450, giga_loss[loss=0.1321, simple_loss=0.2164, pruned_loss=0.02394, over 12480.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02885, over 55.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.258, pruned_loss=0.0466, over 2474518.85 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07509, over 19964.58 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2923, pruned_loss=0.06738, over 2467379.01 frames. utt_duration=1224 frames, utt_pad_proportion=0.06985, over 8073.69 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2564, pruned_loss=0.04496, over 2475131.16 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07382, over 21366.82 utterances.], batch size: 55, lr: 3.12e-04
2022-08-28 12:55:38,937 INFO [train.py:927] (7/8) Epoch 12, batch 20500, giga_loss[loss=0.2104, simple_loss=0.2961, pruned_loss=0.06229, over 12394.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2595, pruned_loss=0.04762, over 2473655.46 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06984, over 19857.65 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2922, pruned_loss=0.06735, over 2466991.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.06877, over 8056.20 utterances.], giga_tot_loss[loss=0.1746, simple_loss=0.2575, pruned_loss=0.04588, over 2474617.43 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06951, over 21239.98 utterances.], batch size: 182, lr: 3.12e-04
2022-08-28 12:57:24,055 INFO [train.py:927] (7/8) Epoch 12, batch 20550, giga_loss[loss=0.2237, simple_loss=0.3069, pruned_loss=0.0703, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02986, over 51.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2696, pruned_loss=0.05192, over 2474050.97 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06403, over 18819.58 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2924, pruned_loss=0.06734, over 2467123.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06746, over 8051.30 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2671, pruned_loss=0.05007, over 2474896.79 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06458, over 20237.20 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 12:59:06,411 INFO [train.py:927] (7/8) Epoch 12, batch 20600, giga_loss[loss=0.2701, simple_loss=0.3376, pruned_loss=0.1013, over 12383.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2789, pruned_loss=0.05543, over 2474326.40 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06145, over 18740.31 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2928, pruned_loss=0.06736, over 2467160.01 frames. utt_duration=1230 frames, utt_pad_proportion=0.06596, over 8033.92 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2761, pruned_loss=0.05357, over 2475148.34 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06255, over 20180.66 utterances.], batch size: 258, lr: 3.12e-04
2022-08-28 13:00:51,548 INFO [train.py:927] (7/8) Epoch 12, batch 20650, giga_loss[loss=0.1995, simple_loss=0.2961, pruned_loss=0.05149, over 12386.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03862, over 145.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2835, pruned_loss=0.057, over 2473566.51 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0641, over 19087.20 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.293, pruned_loss=0.06758, over 2467090.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.0648, over 8016.88 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2807, pruned_loss=0.05502, over 2474488.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06518, over 20549.49 utterances.], batch size: 145, lr: 3.12e-04
2022-08-28 13:02:36,593 INFO [train.py:927] (7/8) Epoch 12, batch 20700, giga_loss[loss=0.2631, simple_loss=0.3385, pruned_loss=0.09389, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03264, over 42.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.287, pruned_loss=0.05934, over 2472749.41 frames. utt_duration=524 frames, utt_pad_proportion=0.06879, over 18927.93 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.293, pruned_loss=0.06757, over 2466742.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06458, over 8025.24 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2846, pruned_loss=0.05761, over 2473896.57 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06946, over 20269.47 utterances.], batch size: 42, lr: 3.12e-04
2022-08-28 13:04:21,097 INFO [train.py:927] (7/8) Epoch 12, batch 20750, libri_loss[loss=0.2182, simple_loss=0.3026, pruned_loss=0.06693, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006479, over 37.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2907, pruned_loss=0.06058, over 2473097.59 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06602, over 18218.10 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2931, pruned_loss=0.0676, over 2467221.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.0675, over 8082.82 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2886, pruned_loss=0.05896, over 2473728.94 frames. utt_duration=508 frames, utt_pad_proportion=0.06571, over 19534.27 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:06:02,849 INFO [train.py:927] (7/8) Epoch 12, batch 20800, giga_loss[loss=0.2151, simple_loss=0.3083, pruned_loss=0.06097, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0337, over 97.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2944, pruned_loss=0.06145, over 2474117.20 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06335, over 18113.95 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2931, pruned_loss=0.0675, over 2467462.54 frames. utt_duration=1224 frames, utt_pad_proportion=0.06672, over 8071.66 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2928, pruned_loss=0.06018, over 2474483.95 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06355, over 19305.13 utterances.], batch size: 97, lr: 3.12e-04
2022-08-28 13:07:47,493 INFO [train.py:927] (7/8) Epoch 12, batch 20850, giga_loss[loss=0.1983, simple_loss=0.2986, pruned_loss=0.04905, over 12303.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03361, over 62.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06103, over 2473524.99 frames. utt_duration=546 frames, utt_pad_proportion=0.06351, over 18170.62 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2927, pruned_loss=0.0673, over 2467500.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.06616, over 8051.35 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2948, pruned_loss=0.06009, over 2473885.79 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06383, over 19324.41 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 13:09:31,475 INFO [train.py:927] (7/8) Epoch 12, batch 20900, giga_loss[loss=0.1836, simple_loss=0.2773, pruned_loss=0.04493, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03217, over 42.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06038, over 2473655.11 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0605, over 17462.98 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2927, pruned_loss=0.0674, over 2467158.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.06905, over 8084.56 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2953, pruned_loss=0.05936, over 2474411.80 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05957, over 18577.11 utterances.], batch size: 42, lr: 3.12e-04
2022-08-28 13:11:14,976 INFO [train.py:927] (7/8) Epoch 12, batch 20950, giga_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.07514, over 12337.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03262, over 51.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2976, pruned_loss=0.06224, over 2473669.08 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06027, over 17354.57 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.0673, over 2467014.89 frames. utt_duration=1215 frames, utt_pad_proportion=0.06958, over 8129.50 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06139, over 2474526.16 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05919, over 18365.01 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:13:01,597 INFO [train.py:927] (7/8) Epoch 12, batch 21000, giga_loss[loss=0.2212, simple_loss=0.2958, pruned_loss=0.07328, over 12335.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1983, over 366.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2981, pruned_loss=0.0641, over 2473271.54 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06621, over 17385.53 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2927, pruned_loss=0.06719, over 2466776.87 frames. utt_duration=1218 frames, utt_pad_proportion=0.06862, over 8112.96 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2979, pruned_loss=0.06346, over 2474261.85 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06535, over 18357.20 utterances.], batch size: 366, lr: 3.12e-04
2022-08-28 13:13:01,601 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 13:13:15,787 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.1801, simple_loss=0.2896, pruned_loss=0.0353, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 13:14:56,498 INFO [train.py:927] (7/8) Epoch 12, batch 21050, giga_loss[loss=0.294, simple_loss=0.3472, pruned_loss=0.1204, over 12402.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07289, over 212.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2983, pruned_loss=0.06513, over 2473682.10 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06919, over 17578.48 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2927, pruned_loss=0.06713, over 2467299.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.06685, over 8068.68 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2983, pruned_loss=0.06459, over 2474202.87 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06915, over 18722.31 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 13:16:38,274 INFO [train.py:927] (7/8) Epoch 12, batch 21100, giga_loss[loss=0.193, simple_loss=0.2855, pruned_loss=0.05022, over 12290.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02566, over 54.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2972, pruned_loss=0.06448, over 2473113.81 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06672, over 17583.44 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.0667, over 2467052.74 frames. utt_duration=1234 frames, utt_pad_proportion=0.06525, over 8004.14 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2982, pruned_loss=0.06436, over 2473963.23 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06748, over 18863.43 utterances.], batch size: 54, lr: 3.12e-04
2022-08-28 13:18:20,956 INFO [train.py:927] (7/8) Epoch 12, batch 21150, giga_loss[loss=0.1807, simple_loss=0.2588, pruned_loss=0.05131, over 12450.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02916, over 80.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2939, pruned_loss=0.0631, over 2472792.34 frames. utt_duration=567.5 frames, utt_pad_proportion=0.0655, over 17476.35 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2914, pruned_loss=0.06648, over 2467313.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06409, over 7964.42 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2952, pruned_loss=0.06316, over 2473338.41 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06665, over 18757.48 utterances.], batch size: 80, lr: 3.12e-04
2022-08-28 13:20:07,422 INFO [train.py:927] (7/8) Epoch 12, batch 21200, giga_loss[loss=0.2052, simple_loss=0.2819, pruned_loss=0.06423, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03372, over 105.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.29, pruned_loss=0.06171, over 2473591.89 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06567, over 18243.88 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2915, pruned_loss=0.06648, over 2467611.72 frames. utt_duration=1239 frames, utt_pad_proportion=0.0632, over 7974.10 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06167, over 2473864.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06686, over 19418.98 utterances.], batch size: 105, lr: 3.12e-04
2022-08-28 13:21:47,930 INFO [train.py:927] (7/8) Epoch 12, batch 21250, giga_loss[loss=0.1851, simple_loss=0.2697, pruned_loss=0.05025, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02986, over 42.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2888, pruned_loss=0.06063, over 2471781.03 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06304, over 17599.84 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.06666, over 2467561.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06229, over 7957.81 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2892, pruned_loss=0.06033, over 2472147.54 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06454, over 18733.98 utterances.], batch size: 42, lr: 3.12e-04
2022-08-28 13:23:35,964 INFO [train.py:927] (7/8) Epoch 12, batch 21300, libri_loss[loss=0.2721, simple_loss=0.3487, pruned_loss=0.09773, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008452, over 38.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2875, pruned_loss=0.06031, over 2472455.35 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06076, over 16705.17 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2916, pruned_loss=0.06652, over 2467910.38 frames. utt_duration=1251 frames, utt_pad_proportion=0.06036, over 7899.81 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2878, pruned_loss=0.05994, over 2472615.86 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06293, over 18053.35 utterances.], batch size: 38, lr: 3.12e-04
2022-08-28 13:25:16,964 INFO [train.py:927] (7/8) Epoch 12, batch 21350, giga_loss[loss=0.1837, simple_loss=0.2708, pruned_loss=0.04829, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04083, over 113.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2848, pruned_loss=0.05922, over 2472938.31 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05678, over 16396.58 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2914, pruned_loss=0.06637, over 2467937.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05945, over 7871.47 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2852, pruned_loss=0.05894, over 2473161.44 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05916, over 17688.11 utterances.], batch size: 113, lr: 3.12e-04
2022-08-28 13:26:57,901 INFO [train.py:927] (7/8) Epoch 12, batch 21400, giga_loss[loss=0.1893, simple_loss=0.2707, pruned_loss=0.05391, over 12290.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2826, pruned_loss=0.05851, over 2472657.64 frames. utt_duration=615.2 frames, utt_pad_proportion=0.05368, over 16117.07 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2914, pruned_loss=0.0663, over 2467854.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05804, over 7872.82 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2827, pruned_loss=0.05807, over 2473076.98 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05635, over 17452.84 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:28:39,412 INFO [train.py:927] (7/8) Epoch 12, batch 21450, giga_loss[loss=0.1796, simple_loss=0.255, pruned_loss=0.05205, over 12165.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.02983, over 36.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2802, pruned_loss=0.05806, over 2472275.16 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05697, over 16631.02 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2911, pruned_loss=0.06626, over 2467700.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.06166, over 7933.59 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2802, pruned_loss=0.05748, over 2472911.80 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05742, over 17911.05 utterances.], batch size: 36, lr: 3.12e-04
2022-08-28 13:30:20,060 INFO [train.py:927] (7/8) Epoch 12, batch 21500, giga_loss[loss=0.1958, simple_loss=0.2779, pruned_loss=0.05678, over 12438.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2771, pruned_loss=0.05691, over 2471656.86 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05686, over 16170.23 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2909, pruned_loss=0.06623, over 2467847.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.0615, over 7922.95 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.277, pruned_loss=0.05629, over 2472142.95 frames. utt_duration=570 frames, utt_pad_proportion=0.05728, over 17394.13 utterances.], batch size: 146, lr: 3.12e-04
2022-08-28 13:32:01,444 INFO [train.py:927] (7/8) Epoch 12, batch 21550, libri_loss[loss=0.2031, simple_loss=0.275, pruned_loss=0.06564, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005867, over 31.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2756, pruned_loss=0.05632, over 2471805.42 frames. utt_duration=628.8 frames, utt_pad_proportion=0.05384, over 15761.98 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2914, pruned_loss=0.06647, over 2467723.02 frames. utt_duration=1244 frames, utt_pad_proportion=0.06134, over 7947.57 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2747, pruned_loss=0.0554, over 2472403.47 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05435, over 16902.72 utterances.], batch size: 31, lr: 3.12e-04
2022-08-28 13:33:45,367 INFO [train.py:927] (7/8) Epoch 12, batch 21600, giga_loss[loss=0.2164, simple_loss=0.2962, pruned_loss=0.06834, over 12329.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2782, pruned_loss=0.05776, over 2472307.98 frames. utt_duration=645.3 frames, utt_pad_proportion=0.05154, over 15361.61 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2916, pruned_loss=0.06663, over 2467727.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06049, over 7943.91 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.277, pruned_loss=0.05665, over 2472909.81 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05238, over 16447.23 utterances.], batch size: 70, lr: 3.12e-04
2022-08-28 13:35:27,544 INFO [train.py:927] (7/8) Epoch 12, batch 21650, giga_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.06322, over 12332.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2844, pruned_loss=0.06079, over 2472965.34 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05047, over 15765.78 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2918, pruned_loss=0.06687, over 2467899.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06012, over 7945.50 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2832, pruned_loss=0.05962, over 2473319.51 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05131, over 16694.57 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 13:37:10,022 INFO [train.py:927] (7/8) Epoch 12, batch 21700, giga_loss[loss=0.2031, simple_loss=0.2973, pruned_loss=0.05447, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04039, over 31.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2904, pruned_loss=0.06292, over 2473014.01 frames. utt_duration=613.3 frames, utt_pad_proportion=0.04955, over 16169.90 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2919, pruned_loss=0.06694, over 2467957.42 frames. utt_duration=1245 frames, utt_pad_proportion=0.05943, over 7936.41 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2893, pruned_loss=0.06187, over 2473311.60 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05047, over 17024.69 utterances.], batch size: 31, lr: 3.12e-04
2022-08-28 13:38:49,219 INFO [train.py:927] (7/8) Epoch 12, batch 21750, giga_loss[loss=0.2388, simple_loss=0.3281, pruned_loss=0.07473, over 12418.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.296, pruned_loss=0.06536, over 2472290.63 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05986, over 16725.61 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2921, pruned_loss=0.067, over 2467384.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06285, over 7986.18 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.295, pruned_loss=0.06436, over 2473190.19 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05831, over 17623.65 utterances.], batch size: 105, lr: 3.12e-04
2022-08-28 13:40:30,829 INFO [train.py:927] (7/8) Epoch 12, batch 21800, giga_loss[loss=0.1956, simple_loss=0.2943, pruned_loss=0.04842, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03117, over 45.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2955, pruned_loss=0.06367, over 2473110.70 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05693, over 17064.37 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2921, pruned_loss=0.06702, over 2467515.87 frames. utt_duration=1239 frames, utt_pad_proportion=0.0619, over 7972.63 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2947, pruned_loss=0.0628, over 2473802.53 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0562, over 17949.14 utterances.], batch size: 45, lr: 3.12e-04
2022-08-28 13:42:10,582 INFO [train.py:927] (7/8) Epoch 12, batch 21850, giga_loss[loss=0.2585, simple_loss=0.3376, pruned_loss=0.08976, over 12401.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06917, over 211.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2951, pruned_loss=0.06309, over 2473091.62 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06333, over 17153.84 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2919, pruned_loss=0.06705, over 2467479.03 frames. utt_duration=1244 frames, utt_pad_proportion=0.06105, over 7943.44 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2947, pruned_loss=0.06231, over 2473775.07 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06278, over 18038.44 utterances.], batch size: 211, lr: 3.12e-04
2022-08-28 13:43:53,383 INFO [train.py:927] (7/8) Epoch 12, batch 21900, giga_loss[loss=0.2123, simple_loss=0.3026, pruned_loss=0.06104, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02866, over 48.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2969, pruned_loss=0.06375, over 2473068.34 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05905, over 16738.55 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2918, pruned_loss=0.06691, over 2467519.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05952, over 7906.81 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2969, pruned_loss=0.06313, over 2473789.52 frames. utt_duration=558 frames, utt_pad_proportion=0.05943, over 17779.97 utterances.], batch size: 48, lr: 3.11e-04
2022-08-28 13:45:34,511 INFO [train.py:927] (7/8) Epoch 12, batch 21950, giga_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06952, over 12302.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02489, over 54.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2984, pruned_loss=0.06488, over 2473157.60 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06877, over 18090.84 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2916, pruned_loss=0.06674, over 2467800.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.05849, over 7889.16 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2986, pruned_loss=0.06449, over 2473616.89 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06901, over 19151.72 utterances.], batch size: 54, lr: 3.11e-04
2022-08-28 13:47:21,796 INFO [train.py:927] (7/8) Epoch 12, batch 22000, giga_loss[loss=0.1853, simple_loss=0.2787, pruned_loss=0.04598, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.04008, over 26.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2994, pruned_loss=0.06594, over 2473277.79 frames. utt_duration=532 frames, utt_pad_proportion=0.07103, over 18649.66 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2917, pruned_loss=0.06668, over 2467853.28 frames. utt_duration=1255 frames, utt_pad_proportion=0.05804, over 7877.29 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.06568, over 2473636.53 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07133, over 19600.39 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 13:49:02,759 INFO [train.py:927] (7/8) Epoch 12, batch 22050, giga_loss[loss=0.214, simple_loss=0.2984, pruned_loss=0.06478, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03065, over 80.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3006, pruned_loss=0.06621, over 2472235.21 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06517, over 17204.08 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2917, pruned_loss=0.06678, over 2467605.84 frames. utt_duration=1259 frames, utt_pad_proportion=0.057, over 7849.68 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3009, pruned_loss=0.0659, over 2472829.03 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06621, over 18207.94 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 13:50:44,340 INFO [train.py:927] (7/8) Epoch 12, batch 22100, giga_loss[loss=0.1921, simple_loss=0.2877, pruned_loss=0.04826, over 12468.00 frames. utt_duration=861 frames, utt_pad_proportion=0.02155, over 58.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.301, pruned_loss=0.06599, over 2471335.50 frames. utt_duration=604 frames, utt_pad_proportion=0.06106, over 16406.56 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2918, pruned_loss=0.06659, over 2467482.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05542, over 7839.03 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3016, pruned_loss=0.06588, over 2472124.39 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06292, over 17677.72 utterances.], batch size: 58, lr: 3.11e-04
2022-08-28 13:52:27,738 INFO [train.py:927] (7/8) Epoch 12, batch 22150, giga_loss[loss=0.2256, simple_loss=0.3053, pruned_loss=0.07298, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02772, over 45.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3, pruned_loss=0.06626, over 2471357.31 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05728, over 15646.87 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.06675, over 2467625.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05544, over 7859.35 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3004, pruned_loss=0.06599, over 2471902.64 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05908, over 16778.83 utterances.], batch size: 45, lr: 3.11e-04
2022-08-28 13:54:12,751 INFO [train.py:927] (7/8) Epoch 12, batch 22200, giga_loss[loss=0.1937, simple_loss=0.278, pruned_loss=0.05475, over 12448.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2988, pruned_loss=0.06625, over 2472097.06 frames. utt_duration=637.9 frames, utt_pad_proportion=0.0575, over 15539.26 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2916, pruned_loss=0.06653, over 2467689.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.05466, over 7836.34 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06624, over 2472546.72 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05931, over 16603.58 utterances.], batch size: 55, lr: 3.11e-04
2022-08-28 13:55:53,456 INFO [train.py:927] (7/8) Epoch 12, batch 22250, giga_loss[loss=0.2371, simple_loss=0.326, pruned_loss=0.07412, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02876, over 55.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06655, over 2471808.72 frames. utt_duration=645.4 frames, utt_pad_proportion=0.0607, over 15354.71 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2916, pruned_loss=0.06616, over 2467619.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05417, over 7815.28 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3008, pruned_loss=0.06688, over 2472401.91 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06229, over 16506.90 utterances.], batch size: 55, lr: 3.11e-04
2022-08-28 13:57:35,266 INFO [train.py:927] (7/8) Epoch 12, batch 22300, libri_loss[loss=0.2064, simple_loss=0.2866, pruned_loss=0.06311, over 12385.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007724, over 31.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2996, pruned_loss=0.06644, over 2472071.14 frames. utt_duration=635.3 frames, utt_pad_proportion=0.06416, over 15602.11 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2915, pruned_loss=0.06621, over 2467835.29 frames. utt_duration=1265 frames, utt_pad_proportion=0.05342, over 7810.19 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3008, pruned_loss=0.06668, over 2472582.06 frames. utt_duration=588.1 frames, utt_pad_proportion=0.0657, over 16859.11 utterances.], batch size: 31, lr: 3.11e-04
2022-08-28 13:59:16,187 INFO [train.py:927] (7/8) Epoch 12, batch 22350, giga_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.06189, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.043, over 26.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.06616, over 2470898.92 frames. utt_duration=647.1 frames, utt_pad_proportion=0.06105, over 15308.43 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2913, pruned_loss=0.06615, over 2467913.63 frames. utt_duration=1269 frames, utt_pad_proportion=0.05261, over 7790.19 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3003, pruned_loss=0.0664, over 2471310.23 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06291, over 16456.13 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 14:00:57,791 INFO [train.py:927] (7/8) Epoch 12, batch 22400, libri_loss[loss=0.1741, simple_loss=0.2542, pruned_loss=0.04699, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01157, over 28.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06471, over 2471048.09 frames. utt_duration=634.6 frames, utt_pad_proportion=0.06489, over 15610.72 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2913, pruned_loss=0.06616, over 2467893.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.05357, over 7833.80 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2972, pruned_loss=0.06488, over 2471494.26 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06582, over 16694.42 utterances.], batch size: 28, lr: 3.11e-04
2022-08-28 14:02:36,186 INFO [train.py:927] (7/8) Epoch 12, batch 22450, giga_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06784, over 12415.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.03836, over 86.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2949, pruned_loss=0.06426, over 2471248.66 frames. utt_duration=627.6 frames, utt_pad_proportion=0.06504, over 15788.56 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2909, pruned_loss=0.06589, over 2467624.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05241, over 7798.17 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2963, pruned_loss=0.06461, over 2471923.66 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06638, over 16902.64 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 14:04:17,499 INFO [train.py:927] (7/8) Epoch 12, batch 22500, giga_loss[loss=0.2301, simple_loss=0.3057, pruned_loss=0.07722, over 12391.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2913, pruned_loss=0.06283, over 2471510.91 frames. utt_duration=630.2 frames, utt_pad_proportion=0.06497, over 15724.83 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.291, pruned_loss=0.06595, over 2467447.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05219, over 7794.18 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2923, pruned_loss=0.06305, over 2472204.58 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06617, over 16635.90 utterances.], batch size: 133, lr: 3.11e-04
2022-08-28 14:05:58,959 INFO [train.py:927] (7/8) Epoch 12, batch 22550, giga_loss[loss=0.175, simple_loss=0.2596, pruned_loss=0.04522, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2885, pruned_loss=0.06154, over 2472023.79 frames. utt_duration=625.1 frames, utt_pad_proportion=0.06062, over 15856.69 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2911, pruned_loss=0.06597, over 2467245.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05161, over 7775.37 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2892, pruned_loss=0.06164, over 2472794.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06207, over 16695.40 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 14:07:38,760 INFO [train.py:927] (7/8) Epoch 12, batch 22600, giga_loss[loss=0.2013, simple_loss=0.2909, pruned_loss=0.05581, over 12336.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2879, pruned_loss=0.06116, over 2472439.92 frames. utt_duration=606.3 frames, utt_pad_proportion=0.06398, over 16351.36 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2909, pruned_loss=0.06581, over 2467410.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.05105, over 7757.75 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2886, pruned_loss=0.06122, over 2473080.99 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06529, over 17315.19 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 14:09:18,928 INFO [train.py:927] (7/8) Epoch 12, batch 22650, giga_loss[loss=0.2354, simple_loss=0.3207, pruned_loss=0.07503, over 12353.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2905, pruned_loss=0.06255, over 2473338.13 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06616, over 17167.94 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2909, pruned_loss=0.06594, over 2467694.11 frames. utt_duration=1276 frames, utt_pad_proportion=0.04995, over 7746.31 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.291, pruned_loss=0.06237, over 2473742.09 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06772, over 18214.08 utterances.], batch size: 91, lr: 3.11e-04
2022-08-28 14:10:58,636 INFO [train.py:927] (7/8) Epoch 12, batch 22700, giga_loss[loss=0.2097, simple_loss=0.2936, pruned_loss=0.06288, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2911, pruned_loss=0.06154, over 2473879.56 frames. utt_duration=561 frames, utt_pad_proportion=0.06168, over 17686.95 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.291, pruned_loss=0.06601, over 2467728.13 frames. utt_duration=1271 frames, utt_pad_proportion=0.05053, over 7777.06 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2914, pruned_loss=0.06129, over 2474253.08 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06298, over 18613.95 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:12:40,479 INFO [train.py:927] (7/8) Epoch 12, batch 22750, giga_loss[loss=0.2125, simple_loss=0.295, pruned_loss=0.06499, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02499, over 45.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2902, pruned_loss=0.06054, over 2474216.13 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06262, over 18006.48 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.291, pruned_loss=0.06582, over 2467428.45 frames. utt_duration=1276 frames, utt_pad_proportion=0.04961, over 7744.00 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2904, pruned_loss=0.06039, over 2474945.09 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06407, over 19011.77 utterances.], batch size: 45, lr: 3.11e-04
2022-08-28 14:14:22,672 INFO [train.py:927] (7/8) Epoch 12, batch 22800, giga_loss[loss=0.236, simple_loss=0.307, pruned_loss=0.08253, over 12349.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2906, pruned_loss=0.06149, over 2473644.14 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06506, over 18145.56 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2905, pruned_loss=0.06567, over 2467450.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.04903, over 7714.38 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2912, pruned_loss=0.0614, over 2474304.36 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06634, over 19150.87 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:16:01,749 INFO [train.py:927] (7/8) Epoch 12, batch 22850, giga_loss[loss=0.2137, simple_loss=0.3081, pruned_loss=0.05962, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.293, pruned_loss=0.06254, over 2473315.66 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06949, over 18214.11 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2908, pruned_loss=0.06593, over 2467606.05 frames. utt_duration=1268 frames, utt_pad_proportion=0.05282, over 7791.88 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2933, pruned_loss=0.06214, over 2473881.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06933, over 19280.33 utterances.], batch size: 104, lr: 3.11e-04
2022-08-28 14:17:42,110 INFO [train.py:927] (7/8) Epoch 12, batch 22900, giga_loss[loss=0.2034, simple_loss=0.2958, pruned_loss=0.05549, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06252, over 2473331.22 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06639, over 17628.15 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2907, pruned_loss=0.066, over 2467636.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05198, over 7781.13 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2941, pruned_loss=0.06207, over 2473883.00 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06684, over 18717.16 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:19:19,860 INFO [train.py:927] (7/8) Epoch 12, batch 22950, giga_loss[loss=0.2122, simple_loss=0.3071, pruned_loss=0.05867, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2941, pruned_loss=0.06267, over 2473242.14 frames. utt_duration=585 frames, utt_pad_proportion=0.06407, over 16954.59 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2909, pruned_loss=0.06611, over 2467730.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05152, over 7781.07 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06207, over 2473825.13 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06497, over 18175.08 utterances.], batch size: 123, lr: 3.11e-04
2022-08-28 14:20:58,909 INFO [train.py:927] (7/8) Epoch 12, batch 23000, giga_loss[loss=0.2074, simple_loss=0.2989, pruned_loss=0.05792, over 12394.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.294, pruned_loss=0.06304, over 2474327.68 frames. utt_duration=576 frames, utt_pad_proportion=0.06243, over 17228.83 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2911, pruned_loss=0.06637, over 2467705.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05624, over 7859.13 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2941, pruned_loss=0.06225, over 2474961.52 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06162, over 18376.69 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:22:39,150 INFO [train.py:927] (7/8) Epoch 12, batch 23050, giga_loss[loss=0.1856, simple_loss=0.2851, pruned_loss=0.04309, over 12427.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03313, over 75.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2917, pruned_loss=0.06148, over 2474267.10 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06195, over 17474.59 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2911, pruned_loss=0.06632, over 2467409.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.05604, over 7877.81 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2917, pruned_loss=0.06077, over 2475221.87 frames. utt_duration=533 frames, utt_pad_proportion=0.06147, over 18629.01 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:24:18,958 INFO [train.py:927] (7/8) Epoch 12, batch 23100, giga_loss[loss=0.1782, simple_loss=0.2795, pruned_loss=0.0384, over 12474.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2931, pruned_loss=0.06095, over 2474969.26 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06237, over 18068.31 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2915, pruned_loss=0.06657, over 2467381.72 frames. utt_duration=1242 frames, utt_pad_proportion=0.06059, over 7957.77 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06011, over 2475859.17 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06042, over 19051.71 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:25:59,278 INFO [train.py:927] (7/8) Epoch 12, batch 23150, giga_loss[loss=0.1815, simple_loss=0.2636, pruned_loss=0.04964, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2926, pruned_loss=0.06115, over 2474548.55 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05789, over 17672.37 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.0667, over 2467083.37 frames. utt_duration=1244 frames, utt_pad_proportion=0.06014, over 7944.22 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2922, pruned_loss=0.06032, over 2475600.19 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05668, over 18550.80 utterances.], batch size: 48, lr: 3.11e-04
2022-08-28 14:27:38,335 INFO [train.py:927] (7/8) Epoch 12, batch 23200, giga_loss[loss=0.2109, simple_loss=0.2887, pruned_loss=0.06655, over 12333.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1854, over 360.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.291, pruned_loss=0.06162, over 2474386.92 frames. utt_duration=550.4 frames, utt_pad_proportion=0.0589, over 18031.14 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2914, pruned_loss=0.06647, over 2467320.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.05913, over 7926.78 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.291, pruned_loss=0.06104, over 2475182.32 frames. utt_duration=523.6 frames, utt_pad_proportion=0.05824, over 18964.54 utterances.], batch size: 360, lr: 3.11e-04
2022-08-28 14:29:19,797 INFO [train.py:927] (7/8) Epoch 12, batch 23250, giga_loss[loss=0.1695, simple_loss=0.2557, pruned_loss=0.04162, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0481, over 34.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2887, pruned_loss=0.06109, over 2473744.12 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05954, over 17572.35 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2918, pruned_loss=0.06677, over 2467017.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.0627, over 7993.38 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2882, pruned_loss=0.06024, over 2474764.07 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05744, over 18425.36 utterances.], batch size: 34, lr: 3.11e-04
2022-08-28 14:30:58,757 INFO [train.py:927] (7/8) Epoch 12, batch 23300, giga_loss[loss=0.1878, simple_loss=0.27, pruned_loss=0.05281, over 12453.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2862, pruned_loss=0.06024, over 2474444.56 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05784, over 17757.31 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.06671, over 2467130.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06151, over 7971.87 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2858, pruned_loss=0.05946, over 2475316.31 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05672, over 18691.27 utterances.], batch size: 98, lr: 3.11e-04
2022-08-28 14:32:40,391 INFO [train.py:927] (7/8) Epoch 12, batch 23350, giga_loss[loss=0.2886, simple_loss=0.3527, pruned_loss=0.1123, over 12411.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2843, pruned_loss=0.05956, over 2475298.64 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05683, over 17818.72 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2923, pruned_loss=0.06692, over 2467749.79 frames. utt_duration=1240 frames, utt_pad_proportion=0.06003, over 7969.86 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2832, pruned_loss=0.05851, over 2475671.72 frames. utt_duration=526.2 frames, utt_pad_proportion=0.05646, over 18872.28 utterances.], batch size: 146, lr: 3.11e-04
2022-08-28 14:34:21,594 INFO [train.py:927] (7/8) Epoch 12, batch 23400, giga_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05032, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2847, pruned_loss=0.05931, over 2475153.74 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05309, over 17363.71 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06705, over 2467711.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.05957, over 7970.38 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2836, pruned_loss=0.05826, over 2475566.78 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05311, over 18322.44 utterances.], batch size: 97, lr: 3.11e-04
2022-08-28 14:36:04,223 INFO [train.py:927] (7/8) Epoch 12, batch 23450, giga_loss[loss=0.1975, simple_loss=0.2888, pruned_loss=0.05313, over 12306.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.03579, over 58.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2871, pruned_loss=0.06024, over 2474102.62 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05638, over 17524.30 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2923, pruned_loss=0.06698, over 2467407.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.0588, over 7956.18 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2863, pruned_loss=0.05934, over 2474839.35 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05653, over 18476.33 utterances.], batch size: 58, lr: 3.11e-04
2022-08-28 14:37:45,213 INFO [train.py:927] (7/8) Epoch 12, batch 23500, giga_loss[loss=0.1858, simple_loss=0.2758, pruned_loss=0.04788, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2898, pruned_loss=0.06108, over 2474482.41 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05272, over 16981.80 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2924, pruned_loss=0.06691, over 2467514.74 frames. utt_duration=1241 frames, utt_pad_proportion=0.05848, over 7960.86 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.289, pruned_loss=0.06033, over 2475066.30 frames. utt_duration=556 frames, utt_pad_proportion=0.05311, over 17852.97 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 14:39:30,368 INFO [train.py:927] (7/8) Epoch 12, batch 23550, giga_loss[loss=0.2139, simple_loss=0.2987, pruned_loss=0.06458, over 12233.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2951, pruned_loss=0.06472, over 2473716.73 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05988, over 17446.97 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2921, pruned_loss=0.06676, over 2467162.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.05672, over 7919.05 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2946, pruned_loss=0.06411, over 2474736.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06042, over 18511.18 utterances.], batch size: 28, lr: 3.11e-04
2022-08-28 14:41:12,530 INFO [train.py:927] (7/8) Epoch 12, batch 23600, giga_loss[loss=0.2193, simple_loss=0.308, pruned_loss=0.06535, over 12329.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03386, over 62.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.302, pruned_loss=0.06926, over 2474628.49 frames. utt_duration=552.4 frames, utt_pad_proportion=0.0586, over 17968.61 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.06681, over 2467351.96 frames. utt_duration=1253 frames, utt_pad_proportion=0.05552, over 7888.95 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3019, pruned_loss=0.06872, over 2475450.72 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0596, over 19126.00 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 14:42:55,531 INFO [train.py:927] (7/8) Epoch 12, batch 23650, giga_loss[loss=0.2488, simple_loss=0.3349, pruned_loss=0.08133, over 12414.00 frames. utt_duration=437.2 frames, utt_pad_proportion=0.04543, over 114.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3093, pruned_loss=0.07469, over 2474930.32 frames. utt_duration=526 frames, utt_pad_proportion=0.06294, over 18872.94 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2922, pruned_loss=0.06694, over 2467357.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.05971, over 7960.34 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3092, pruned_loss=0.07421, over 2475699.81 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06211, over 19895.46 utterances.], batch size: 114, lr: 3.11e-04
2022-08-28 14:44:38,101 INFO [train.py:927] (7/8) Epoch 12, batch 23700, giga_loss[loss=0.3184, simple_loss=0.3703, pruned_loss=0.1333, over 12397.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07321, over 212.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07809, over 2474133.66 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06317, over 19477.46 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.292, pruned_loss=0.06677, over 2466981.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.05895, over 7930.29 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3138, pruned_loss=0.07797, over 2475184.74 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06276, over 20491.98 utterances.], batch size: 212, lr: 3.11e-04
2022-08-28 14:46:23,079 INFO [train.py:927] (7/8) Epoch 12, batch 23750, giga_loss[loss=0.2417, simple_loss=0.3277, pruned_loss=0.07788, over 12256.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02863, over 54.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3173, pruned_loss=0.08186, over 2474820.51 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06359, over 19675.09 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2919, pruned_loss=0.06705, over 2467197.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.06187, over 7966.99 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3183, pruned_loss=0.08186, over 2475684.20 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06227, over 20771.49 utterances.], batch size: 54, lr: 3.11e-04
2022-08-28 14:48:14,162 INFO [train.py:927] (7/8) Epoch 12, batch 23800, libri_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08056, over 12423.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03318, over 46.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3212, pruned_loss=0.08518, over 2474928.79 frames. utt_duration=483.6 frames, utt_pad_proportion=0.0716, over 20531.16 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2925, pruned_loss=0.06749, over 2467308.21 frames. utt_duration=1218 frames, utt_pad_proportion=0.0695, over 8112.95 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3221, pruned_loss=0.08522, over 2475709.68 frames. utt_duration=460 frames, utt_pad_proportion=0.06764, over 21594.26 utterances.], batch size: 46, lr: 3.11e-04
2022-08-28 14:50:00,252 INFO [train.py:927] (7/8) Epoch 12, batch 23850, giga_loss[loss=0.2278, simple_loss=0.3235, pruned_loss=0.06605, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08554, over 2474358.57 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07138, over 20335.51 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2927, pruned_loss=0.06765, over 2467465.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06842, over 8092.86 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3218, pruned_loss=0.08573, over 2474952.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06857, over 21407.35 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:51:44,559 INFO [train.py:927] (7/8) Epoch 12, batch 23900, giga_loss[loss=0.3216, simple_loss=0.3801, pruned_loss=0.1315, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3211, pruned_loss=0.08549, over 2473509.54 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07103, over 20185.29 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2925, pruned_loss=0.06751, over 2467320.30 frames. utt_duration=1224 frames, utt_pad_proportion=0.06673, over 8071.18 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3234, pruned_loss=0.08653, over 2474417.58 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06939, over 21612.02 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 14:53:29,387 INFO [train.py:927] (7/8) Epoch 12, batch 23950, giga_loss[loss=0.2489, simple_loss=0.3327, pruned_loss=0.08254, over 12427.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08633, over 2473849.13 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0742, over 21239.40 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2925, pruned_loss=0.06751, over 2467320.30 frames. utt_duration=1224 frames, utt_pad_proportion=0.06673, over 8071.18 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3249, pruned_loss=0.08714, over 2474555.86 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07282, over 22349.85 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 14:55:20,050 INFO [train.py:927] (7/8) Epoch 12, batch 24000, giga_loss[loss=0.2346, simple_loss=0.3293, pruned_loss=0.06998, over 12405.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3209, pruned_loss=0.08356, over 2472876.34 frames. utt_duration=485 frames, utt_pad_proportion=0.07541, over 20457.54 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2923, pruned_loss=0.06739, over 2467309.73 frames. utt_duration=1227 frames, utt_pad_proportion=0.06596, over 8054.70 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3235, pruned_loss=0.08488, over 2473637.11 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07461, over 21777.57 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 14:55:20,051 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 14:55:33,705 INFO [train.py:967] (7/8) Epoch 12, validation: loss=0.1739, simple_loss=0.2844, pruned_loss=0.03175, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 14:57:18,976 INFO [train.py:927] (7/8) Epoch 12, batch 24050, giga_loss[loss=0.1992, simple_loss=0.2889, pruned_loss=0.0547, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02848, over 66.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08057, over 2473365.38 frames. utt_duration=479 frames, utt_pad_proportion=0.07417, over 20716.07 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2921, pruned_loss=0.06725, over 2467144.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.06549, over 8040.17 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.32, pruned_loss=0.08185, over 2474149.86 frames. utt_duration=454 frames, utt_pad_proportion=0.07377, over 21867.25 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 14:59:05,405 INFO [train.py:927] (7/8) Epoch 12, batch 24100, giga_loss[loss=0.2382, simple_loss=0.3091, pruned_loss=0.08366, over 12359.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3165, pruned_loss=0.08009, over 2472803.24 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07496, over 21012.10 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2921, pruned_loss=0.06726, over 2466803.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.06461, over 8010.53 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3188, pruned_loss=0.08131, over 2473825.04 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07492, over 22178.22 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:00:59,750 INFO [train.py:927] (7/8) Epoch 12, batch 24150, giga_loss[loss=0.2186, simple_loss=0.316, pruned_loss=0.0606, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03461, over 43.00 utterances.], tot_loss[loss=0.238, simple_loss=0.317, pruned_loss=0.07946, over 2473989.27 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07117, over 20570.07 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2923, pruned_loss=0.06732, over 2466810.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06462, over 8026.15 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3191, pruned_loss=0.08053, over 2474871.68 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07139, over 21638.92 utterances.], batch size: 43, lr: 3.10e-04
2022-08-28 15:02:42,387 INFO [train.py:927] (7/8) Epoch 12, batch 24200, giga_loss[loss=0.2414, simple_loss=0.3286, pruned_loss=0.07706, over 12426.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0313, over 80.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.07816, over 2474296.94 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07414, over 20834.06 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2923, pruned_loss=0.06735, over 2467051.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06854, over 8093.49 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3197, pruned_loss=0.07908, over 2474841.25 frames. utt_duration=457 frames, utt_pad_proportion=0.07296, over 21727.51 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:04:27,101 INFO [train.py:927] (7/8) Epoch 12, batch 24250, giga_loss[loss=0.2992, simple_loss=0.353, pruned_loss=0.1226, over 12374.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3173, pruned_loss=0.07817, over 2474035.80 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07698, over 21024.18 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.293, pruned_loss=0.06757, over 2466800.98 frames. utt_duration=1203 frames, utt_pad_proportion=0.07504, over 8213.60 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.319, pruned_loss=0.07905, over 2474934.44 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07359, over 22045.88 utterances.], batch size: 259, lr: 3.10e-04
2022-08-28 15:06:11,659 INFO [train.py:927] (7/8) Epoch 12, batch 24300, giga_loss[loss=0.2512, simple_loss=0.32, pruned_loss=0.09123, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03633, over 40.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.07801, over 2473862.60 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07312, over 20523.32 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2926, pruned_loss=0.06734, over 2466759.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.07648, over 8220.35 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3179, pruned_loss=0.07937, over 2474929.81 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06989, over 21861.48 utterances.], batch size: 40, lr: 3.10e-04
2022-08-28 15:07:59,776 INFO [train.py:927] (7/8) Epoch 12, batch 24350, giga_loss[loss=0.2642, simple_loss=0.3399, pruned_loss=0.09429, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04145, over 113.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3142, pruned_loss=0.07706, over 2474241.36 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07192, over 20625.48 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2927, pruned_loss=0.06733, over 2466788.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07587, over 8212.16 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3164, pruned_loss=0.07824, over 2475118.50 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06964, over 21790.38 utterances.], batch size: 113, lr: 3.10e-04
2022-08-28 15:09:41,361 INFO [train.py:927] (7/8) Epoch 12, batch 24400, giga_loss[loss=0.1964, simple_loss=0.2797, pruned_loss=0.05656, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3133, pruned_loss=0.07628, over 2474578.48 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06992, over 20720.23 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2927, pruned_loss=0.0673, over 2466767.35 frames. utt_duration=1207 frames, utt_pad_proportion=0.07508, over 8183.15 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3154, pruned_loss=0.07735, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:11:25,115 INFO [train.py:927] (7/8) Epoch 12, batch 24450, libri_loss[loss=0.2283, simple_loss=0.2982, pruned_loss=0.0792, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006385, over 32.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07574, over 2473986.95 frames. utt_duration=486 frames, utt_pad_proportion=0.0671, over 20422.26 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.293, pruned_loss=0.06738, over 2466612.71 frames. utt_duration=1209 frames, utt_pad_proportion=0.07318, over 8169.50 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3142, pruned_loss=0.07691, over 2475114.22 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06669, over 21867.74 utterances.], batch size: 32, lr: 3.10e-04
2022-08-28 15:13:12,028 INFO [train.py:927] (7/8) Epoch 12, batch 24500, giga_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06118, over 12327.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.02916, over 66.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.0759, over 2473746.79 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07198, over 21079.86 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2929, pruned_loss=0.06731, over 2466846.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.07263, over 8159.81 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.07697, over 2474482.79 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07159, over 22345.76 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 15:14:55,038 INFO [train.py:927] (7/8) Epoch 12, batch 24550, giga_loss[loss=0.1948, simple_loss=0.2826, pruned_loss=0.05353, over 12323.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02335, over 54.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3088, pruned_loss=0.07569, over 2473654.30 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07273, over 20607.27 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2926, pruned_loss=0.06713, over 2466754.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07473, over 8176.00 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07709, over 2474628.23 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07159, over 22134.17 utterances.], batch size: 54, lr: 3.10e-04
2022-08-28 15:16:38,917 INFO [train.py:927] (7/8) Epoch 12, batch 24600, giga_loss[loss=0.2814, simple_loss=0.3455, pruned_loss=0.1086, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3092, pruned_loss=0.07625, over 2473832.14 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07342, over 20878.60 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2925, pruned_loss=0.06705, over 2467043.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.07309, over 8145.18 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3118, pruned_loss=0.07769, over 2474520.28 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07304, over 22483.79 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:18:20,334 INFO [train.py:927] (7/8) Epoch 12, batch 24650, giga_loss[loss=0.2448, simple_loss=0.3057, pruned_loss=0.09199, over 12359.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1977, over 366.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07611, over 2474290.81 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07812, over 21356.33 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2924, pruned_loss=0.06694, over 2467257.20 frames. utt_duration=1212 frames, utt_pad_proportion=0.072, over 8150.32 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07768, over 2474888.88 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07796, over 23082.60 utterances.], batch size: 366, lr: 3.10e-04
2022-08-28 15:20:03,198 INFO [train.py:927] (7/8) Epoch 12, batch 24700, giga_loss[loss=0.2366, simple_loss=0.3129, pruned_loss=0.08013, over 12424.00 frames. utt_duration=905.1 frames, utt_pad_proportion=0.03298, over 55.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3099, pruned_loss=0.07612, over 2474036.81 frames. utt_duration=460 frames, utt_pad_proportion=0.0788, over 21583.43 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2924, pruned_loss=0.0669, over 2467491.03 frames. utt_duration=1214 frames, utt_pad_proportion=0.07145, over 8139.86 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3122, pruned_loss=0.07748, over 2474349.51 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07882, over 23076.07 utterances.], batch size: 55, lr: 3.10e-04
2022-08-28 15:21:49,673 INFO [train.py:927] (7/8) Epoch 12, batch 24750, giga_loss[loss=0.2475, simple_loss=0.317, pruned_loss=0.08903, over 12463.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3116, pruned_loss=0.07769, over 2474184.69 frames. utt_duration=456 frames, utt_pad_proportion=0.07857, over 21770.65 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2925, pruned_loss=0.0669, over 2467347.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.07121, over 8129.16 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07879, over 2474584.58 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07868, over 23006.13 utterances.], batch size: 98, lr: 3.10e-04
2022-08-28 15:23:33,863 INFO [train.py:927] (7/8) Epoch 12, batch 24800, giga_loss[loss=0.2846, simple_loss=0.3466, pruned_loss=0.1113, over 12424.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06144, over 183.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07875, over 2474536.68 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07841, over 21511.89 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2918, pruned_loss=0.06659, over 2467417.42 frames. utt_duration=1228 frames, utt_pad_proportion=0.06932, over 8048.46 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3142, pruned_loss=0.08035, over 2475037.95 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07922, over 23089.10 utterances.], batch size: 183, lr: 3.10e-04
2022-08-28 15:25:16,775 INFO [train.py:927] (7/8) Epoch 12, batch 24850, giga_loss[loss=0.2, simple_loss=0.2793, pruned_loss=0.06031, over 12223.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3106, pruned_loss=0.07829, over 2474117.19 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07875, over 20967.86 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2919, pruned_loss=0.06665, over 2467385.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.07149, over 8079.91 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3134, pruned_loss=0.07991, over 2474755.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0788, over 22631.11 utterances.], batch size: 39, lr: 3.10e-04
2022-08-28 15:26:57,795 INFO [train.py:927] (7/8) Epoch 12, batch 24900, giga_loss[loss=0.2269, simple_loss=0.3087, pruned_loss=0.07254, over 12435.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3095, pruned_loss=0.07652, over 2474738.25 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07505, over 20266.60 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2915, pruned_loss=0.06644, over 2467526.23 frames. utt_duration=1230 frames, utt_pad_proportion=0.06961, over 8035.86 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3128, pruned_loss=0.07837, over 2475346.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07601, over 22044.14 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 15:28:45,772 INFO [train.py:927] (7/8) Epoch 12, batch 24950, giga_loss[loss=0.2417, simple_loss=0.3225, pruned_loss=0.08043, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03834, over 31.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3088, pruned_loss=0.07673, over 2474530.50 frames. utt_duration=468 frames, utt_pad_proportion=0.08105, over 21217.69 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2919, pruned_loss=0.06676, over 2467842.65 frames. utt_duration=1221 frames, utt_pad_proportion=0.07237, over 8095.07 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3111, pruned_loss=0.07803, over 2474827.10 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08058, over 22735.15 utterances.], batch size: 31, lr: 3.10e-04
2022-08-28 15:30:27,808 INFO [train.py:927] (7/8) Epoch 12, batch 25000, giga_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.08777, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04096, over 37.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3084, pruned_loss=0.07704, over 2474378.04 frames. utt_duration=477 frames, utt_pad_proportion=0.07966, over 20813.64 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2916, pruned_loss=0.06652, over 2468319.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.07116, over 8081.53 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3112, pruned_loss=0.07862, over 2474381.96 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07983, over 22455.91 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:32:13,030 INFO [train.py:927] (7/8) Epoch 12, batch 25050, giga_loss[loss=0.2237, simple_loss=0.3212, pruned_loss=0.0631, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02499, over 48.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3129, pruned_loss=0.07755, over 2474917.76 frames. utt_duration=480.9 frames, utt_pad_proportion=0.0745, over 20647.19 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2919, pruned_loss=0.06663, over 2468597.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.07001, over 8067.00 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3152, pruned_loss=0.07892, over 2474794.58 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07537, over 22197.03 utterances.], batch size: 48, lr: 3.10e-04
2022-08-28 15:33:59,182 INFO [train.py:927] (7/8) Epoch 12, batch 25100, giga_loss[loss=0.2489, simple_loss=0.3326, pruned_loss=0.08263, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03232, over 104.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3153, pruned_loss=0.07894, over 2474057.71 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07463, over 21124.85 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2918, pruned_loss=0.0666, over 2468316.81 frames. utt_duration=1227 frames, utt_pad_proportion=0.06979, over 8054.67 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3173, pruned_loss=0.08009, over 2474263.54 frames. utt_duration=443 frames, utt_pad_proportion=0.07538, over 22413.45 utterances.], batch size: 104, lr: 3.10e-04
2022-08-28 15:35:43,604 INFO [train.py:927] (7/8) Epoch 12, batch 25150, giga_loss[loss=0.3027, simple_loss=0.3555, pruned_loss=0.125, over 12354.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.07999, over 2473811.18 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08091, over 21215.63 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.06677, over 2468175.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.07324, over 8126.46 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3177, pruned_loss=0.08104, over 2474222.96 frames. utt_duration=442 frames, utt_pad_proportion=0.08024, over 22467.23 utterances.], batch size: 372, lr: 3.10e-04
2022-08-28 15:37:28,591 INFO [train.py:927] (7/8) Epoch 12, batch 25200, giga_loss[loss=0.2179, simple_loss=0.3051, pruned_loss=0.06533, over 12374.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.07933, over 2474034.77 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08013, over 21127.33 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2917, pruned_loss=0.06656, over 2467905.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.07216, over 8095.19 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3162, pruned_loss=0.08055, over 2474675.64 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08004, over 22363.70 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:39:10,938 INFO [train.py:927] (7/8) Epoch 12, batch 25250, giga_loss[loss=0.2935, simple_loss=0.3483, pruned_loss=0.1194, over 12396.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3132, pruned_loss=0.07929, over 2474262.52 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07562, over 20676.56 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2914, pruned_loss=0.0663, over 2467976.69 frames. utt_duration=1216 frames, utt_pad_proportion=0.07468, over 8125.68 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08085, over 2474855.39 frames. utt_duration=451.9 frames, utt_pad_proportion=0.075, over 21979.96 utterances.], batch size: 259, lr: 3.10e-04
2022-08-28 15:40:57,191 INFO [train.py:927] (7/8) Epoch 12, batch 25300, giga_loss[loss=0.2111, simple_loss=0.2972, pruned_loss=0.06253, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07909, over 2473680.47 frames. utt_duration=497 frames, utt_pad_proportion=0.07647, over 19968.46 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2912, pruned_loss=0.06607, over 2467935.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.07413, over 8109.46 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3148, pruned_loss=0.08065, over 2474233.18 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07612, over 21117.24 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 15:42:39,795 INFO [train.py:927] (7/8) Epoch 12, batch 25350, giga_loss[loss=0.2383, simple_loss=0.3201, pruned_loss=0.07823, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03419, over 122.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3113, pruned_loss=0.07864, over 2473905.64 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07577, over 20106.13 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2911, pruned_loss=0.06588, over 2467932.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.07261, over 8063.73 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3139, pruned_loss=0.08037, over 2474528.80 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07599, over 21366.15 utterances.], batch size: 122, lr: 3.10e-04
2022-08-28 15:44:21,153 INFO [train.py:927] (7/8) Epoch 12, batch 25400, libri_loss[loss=0.2275, simple_loss=0.3074, pruned_loss=0.07379, over 12402.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008146, over 38.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3126, pruned_loss=0.07891, over 2474052.34 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07716, over 20374.93 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2907, pruned_loss=0.06565, over 2467880.97 frames. utt_duration=1231 frames, utt_pad_proportion=0.07171, over 8028.80 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08069, over 2474670.08 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07759, over 21622.35 utterances.], batch size: 38, lr: 3.10e-04
2022-08-28 15:46:09,571 INFO [train.py:927] (7/8) Epoch 12, batch 25450, giga_loss[loss=0.2255, simple_loss=0.3084, pruned_loss=0.07126, over 12415.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04319, over 146.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3133, pruned_loss=0.07893, over 2474623.67 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07292, over 19941.08 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2904, pruned_loss=0.06553, over 2467915.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.07092, over 8006.50 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3159, pruned_loss=0.08059, over 2475156.22 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07376, over 21092.41 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:47:56,765 INFO [train.py:927] (7/8) Epoch 12, batch 25500, giga_loss[loss=0.2565, simple_loss=0.336, pruned_loss=0.08847, over 12409.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02521, over 91.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3148, pruned_loss=0.0777, over 2474311.82 frames. utt_duration=509 frames, utt_pad_proportion=0.07281, over 19501.12 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2907, pruned_loss=0.0658, over 2467728.30 frames. utt_duration=1224 frames, utt_pad_proportion=0.07469, over 8074.05 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3169, pruned_loss=0.0789, over 2474934.45 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07233, over 20447.38 utterances.], batch size: 91, lr: 3.10e-04
2022-08-28 15:49:40,422 INFO [train.py:927] (7/8) Epoch 12, batch 25550, giga_loss[loss=0.2287, simple_loss=0.3158, pruned_loss=0.07074, over 12375.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02539, over 66.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.318, pruned_loss=0.07974, over 2474235.71 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07421, over 19753.10 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2911, pruned_loss=0.06604, over 2467943.41 frames. utt_duration=1215 frames, utt_pad_proportion=0.07758, over 8134.45 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3198, pruned_loss=0.08074, over 2474684.68 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07257, over 20705.17 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 15:51:21,112 INFO [train.py:927] (7/8) Epoch 12, batch 25600, giga_loss[loss=0.2184, simple_loss=0.3008, pruned_loss=0.06804, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03019, over 55.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08072, over 2474675.93 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07162, over 19640.45 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2915, pruned_loss=0.06627, over 2467984.17 frames. utt_duration=1207 frames, utt_pad_proportion=0.0798, over 8188.33 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3207, pruned_loss=0.08162, over 2475135.14 frames. utt_duration=482 frames, utt_pad_proportion=0.0694, over 20602.85 utterances.], batch size: 55, lr: 3.10e-04
2022-08-28 15:53:03,405 INFO [train.py:927] (7/8) Epoch 12, batch 25650, giga_loss[loss=0.2055, simple_loss=0.3028, pruned_loss=0.05413, over 12311.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3202, pruned_loss=0.08098, over 2475276.95 frames. utt_duration=487 frames, utt_pad_proportion=0.07603, over 20393.37 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2925, pruned_loss=0.06691, over 2468257.17 frames. utt_duration=1173 frames, utt_pad_proportion=0.09069, over 8429.39 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3213, pruned_loss=0.08146, over 2475556.67 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07016, over 21195.59 utterances.], batch size: 58, lr: 3.10e-04
2022-08-28 15:53:58,472 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-28 15:56:25,993 INFO [train.py:927] (7/8) Epoch 13, batch 50, giga_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.06293, over 12274.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02786, over 42.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.313, pruned_loss=0.06856, over 548422.02 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08108, over 4793.76 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.292, pruned_loss=0.05574, over 24640.58 frames. utt_duration=1477 frames, utt_pad_proportion=0.006036, over 66.82 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3138, pruned_loss=0.06906, over 529052.54 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08194, over 4746.54 utterances.], batch size: 42, lr: 3.02e-04
2022-08-28 15:58:10,505 INFO [train.py:927] (7/8) Epoch 13, batch 100, libri_loss[loss=0.186, simple_loss=0.284, pruned_loss=0.04403, over 12197.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01074, over 29.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2915, pruned_loss=0.05774, over 975616.88 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06707, over 7253.83 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2931, pruned_loss=0.05023, over 73149.15 frames. utt_duration=1455 frames, utt_pad_proportion=0.01043, over 201.36 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2915, pruned_loss=0.05833, over 930011.36 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06847, over 7212.32 utterances.], batch size: 29, lr: 3.02e-04
2022-08-28 15:59:50,706 INFO [train.py:927] (7/8) Epoch 13, batch 150, giga_loss[loss=0.1831, simple_loss=0.2685, pruned_loss=0.04879, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2786, pruned_loss=0.05278, over 1307732.35 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06502, over 9684.09 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.292, pruned_loss=0.05349, over 143830.23 frames. utt_duration=1406 frames, utt_pad_proportion=0.0118, over 409.64 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2778, pruned_loss=0.05286, over 1235934.97 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06688, over 9674.97 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:01:30,915 INFO [train.py:927] (7/8) Epoch 13, batch 200, giga_loss[loss=0.1443, simple_loss=0.2359, pruned_loss=0.02631, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.181, simple_loss=0.2663, pruned_loss=0.04786, over 1566371.05 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06263, over 11751.44 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2896, pruned_loss=0.05339, over 178761.30 frames. utt_duration=1412 frames, utt_pad_proportion=0.01064, over 506.98 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2651, pruned_loss=0.04764, over 1495743.89 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06431, over 11799.92 utterances.], batch size: 70, lr: 3.02e-04
2022-08-28 16:03:11,503 INFO [train.py:927] (7/8) Epoch 13, batch 250, libri_loss[loss=0.2088, simple_loss=0.3158, pruned_loss=0.05093, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006325, over 36.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2617, pruned_loss=0.0459, over 1767358.93 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05668, over 12817.39 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.289, pruned_loss=0.05292, over 235150.59 frames. utt_duration=1429 frames, utt_pad_proportion=0.009592, over 658.82 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2599, pruned_loss=0.04554, over 1693421.05 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05854, over 12971.78 utterances.], batch size: 36, lr: 3.02e-04
2022-08-28 16:04:55,200 INFO [train.py:927] (7/8) Epoch 13, batch 300, libri_loss[loss=0.1992, simple_loss=0.2924, pruned_loss=0.05303, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0054, over 33.00 utterances.], tot_loss[loss=0.1743, simple_loss=0.2584, pruned_loss=0.04509, over 1923939.87 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06353, over 14427.57 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2913, pruned_loss=0.05389, over 268476.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.05939, over 831.63 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2561, pruned_loss=0.04453, over 1857283.46 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06278, over 14586.49 utterances.], batch size: 33, lr: 3.02e-04
2022-08-28 16:06:36,128 INFO [train.py:927] (7/8) Epoch 13, batch 350, giga_loss[loss=0.1436, simple_loss=0.2236, pruned_loss=0.03176, over 12348.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04557, over 26.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2549, pruned_loss=0.04346, over 2046306.17 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06281, over 15386.07 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2888, pruned_loss=0.05323, over 312283.83 frames. utt_duration=1322 frames, utt_pad_proportion=0.05225, over 946.17 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.2527, pruned_loss=0.04286, over 1984689.41 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06268, over 15659.84 utterances.], batch size: 26, lr: 3.02e-04
2022-08-28 16:08:17,435 INFO [train.py:927] (7/8) Epoch 13, batch 400, giga_loss[loss=0.151, simple_loss=0.2344, pruned_loss=0.03382, over 12073.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04154, over 30.00 utterances.], tot_loss[loss=0.1689, simple_loss=0.2523, pruned_loss=0.0427, over 2140568.53 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07364, over 16777.55 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05388, over 375895.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.07254, over 1202.95 utterances.], giga_tot_loss[loss=0.1664, simple_loss=0.2494, pruned_loss=0.04177, over 2081409.12 frames. utt_duration=486 frames, utt_pad_proportion=0.07233, over 17184.02 utterances.], batch size: 30, lr: 3.02e-04
2022-08-28 16:09:59,913 INFO [train.py:927] (7/8) Epoch 13, batch 450, giga_loss[loss=0.158, simple_loss=0.2463, pruned_loss=0.03486, over 12455.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.1658, simple_loss=0.249, pruned_loss=0.04134, over 2214681.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06833, over 16990.64 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05442, over 406940.25 frames. utt_duration=1192 frames, utt_pad_proportion=0.09464, over 1367.65 utterances.], giga_tot_loss[loss=0.1634, simple_loss=0.2461, pruned_loss=0.04034, over 2164267.44 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06604, over 17381.26 utterances.], batch size: 75, lr: 3.02e-04
2022-08-28 16:11:42,047 INFO [train.py:927] (7/8) Epoch 13, batch 500, giga_loss[loss=0.2201, simple_loss=0.3122, pruned_loss=0.06395, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2593, pruned_loss=0.04626, over 2272429.40 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06476, over 17186.97 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2881, pruned_loss=0.05377, over 457959.33 frames. utt_duration=1209 frames, utt_pad_proportion=0.08615, over 1516.98 utterances.], giga_tot_loss[loss=0.1737, simple_loss=0.2565, pruned_loss=0.04544, over 2227217.41 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06347, over 17724.74 utterances.], batch size: 183, lr: 3.02e-04
2022-08-28 16:13:24,936 INFO [train.py:927] (7/8) Epoch 13, batch 550, giga_loss[loss=0.2097, simple_loss=0.2989, pruned_loss=0.06031, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03306, over 104.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2701, pruned_loss=0.05068, over 2317731.02 frames. utt_duration=549 frames, utt_pad_proportion=0.06627, over 16933.65 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2876, pruned_loss=0.05367, over 527064.68 frames. utt_duration=1183 frames, utt_pad_proportion=0.09354, over 1784.27 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2674, pruned_loss=0.04997, over 2276084.80 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06424, over 17616.53 utterances.], batch size: 104, lr: 3.02e-04
2022-08-28 16:15:07,504 INFO [train.py:927] (7/8) Epoch 13, batch 600, giga_loss[loss=0.2134, simple_loss=0.3068, pruned_loss=0.06002, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03404, over 51.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2767, pruned_loss=0.05322, over 2351242.43 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07024, over 18132.77 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05285, over 574958.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.08602, over 1905.44 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2747, pruned_loss=0.05285, over 2315175.45 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06907, over 18910.68 utterances.], batch size: 51, lr: 3.02e-04
2022-08-28 16:16:48,268 INFO [train.py:927] (7/8) Epoch 13, batch 650, giga_loss[loss=0.2182, simple_loss=0.2954, pruned_loss=0.07044, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2804, pruned_loss=0.05416, over 2379021.32 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06634, over 17832.11 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05312, over 603343.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.08207, over 1984.43 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2786, pruned_loss=0.05383, over 2349062.84 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06583, over 18595.46 utterances.], batch size: 75, lr: 3.02e-04
2022-08-28 16:18:30,464 INFO [train.py:927] (7/8) Epoch 13, batch 700, giga_loss[loss=0.211, simple_loss=0.3087, pruned_loss=0.05664, over 12380.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2854, pruned_loss=0.05661, over 2400600.25 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06374, over 17471.10 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.05352, over 631196.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.07823, over 2064.26 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2836, pruned_loss=0.05632, over 2375868.94 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06374, over 18215.03 utterances.], batch size: 182, lr: 3.02e-04
2022-08-28 16:20:13,347 INFO [train.py:927] (7/8) Epoch 13, batch 750, giga_loss[loss=0.222, simple_loss=0.3127, pruned_loss=0.06561, over 12401.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03639, over 105.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2899, pruned_loss=0.05818, over 2416950.62 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06721, over 18058.98 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05303, over 694928.21 frames. utt_duration=1244 frames, utt_pad_proportion=0.07137, over 2237.69 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2888, pruned_loss=0.05821, over 2394804.75 frames. utt_duration=506.2 frames, utt_pad_proportion=0.0676, over 18978.37 utterances.], batch size: 105, lr: 3.02e-04
2022-08-28 16:21:54,883 INFO [train.py:927] (7/8) Epoch 13, batch 800, giga_loss[loss=0.2084, simple_loss=0.2979, pruned_loss=0.05945, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03367, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2926, pruned_loss=0.05893, over 2428218.32 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06539, over 17563.93 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05293, over 721187.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.06898, over 2297.80 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2921, pruned_loss=0.05907, over 2410315.54 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06605, over 18454.94 utterances.], batch size: 85, lr: 3.02e-04
2022-08-28 16:23:35,635 INFO [train.py:927] (7/8) Epoch 13, batch 850, giga_loss[loss=0.2029, simple_loss=0.2945, pruned_loss=0.0556, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04108, over 146.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05793, over 2438320.70 frames. utt_duration=554.9 frames, utt_pad_proportion=0.0643, over 17623.00 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2858, pruned_loss=0.05291, over 747114.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.0668, over 2368.07 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05811, over 2423825.99 frames. utt_duration=526.4 frames, utt_pad_proportion=0.0651, over 18470.37 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:25:18,659 INFO [train.py:927] (7/8) Epoch 13, batch 900, libri_loss[loss=0.2566, simple_loss=0.3357, pruned_loss=0.08874, over 12396.00 frames. utt_duration=418.1 frames, utt_pad_proportion=0.3385, over 119.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05836, over 2445701.24 frames. utt_duration=574.1 frames, utt_pad_proportion=0.0649, over 17084.54 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.0534, over 806550.96 frames. utt_duration=1203 frames, utt_pad_proportion=0.08612, over 2684.58 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2931, pruned_loss=0.05851, over 2433114.03 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0628, over 17954.55 utterances.], batch size: 119, lr: 3.02e-04
2022-08-28 16:27:00,722 INFO [train.py:927] (7/8) Epoch 13, batch 950, giga_loss[loss=0.2108, simple_loss=0.2972, pruned_loss=0.06224, over 12433.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03912, over 26.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.06063, over 2451798.53 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06449, over 16882.99 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2843, pruned_loss=0.05264, over 855609.78 frames. utt_duration=1227 frames, utt_pad_proportion=0.08113, over 2793.79 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2952, pruned_loss=0.06117, over 2441353.76 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06331, over 17872.10 utterances.], batch size: 26, lr: 3.02e-04
2022-08-28 16:28:41,579 INFO [train.py:927] (7/8) Epoch 13, batch 1000, giga_loss[loss=0.2022, simple_loss=0.2891, pruned_loss=0.05769, over 12166.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.02959, over 36.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.294, pruned_loss=0.0612, over 2456004.68 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06209, over 16610.16 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2848, pruned_loss=0.05333, over 911133.85 frames. utt_duration=1245 frames, utt_pad_proportion=0.07525, over 2931.88 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2948, pruned_loss=0.06168, over 2447210.70 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06191, over 17727.05 utterances.], batch size: 36, lr: 3.02e-04
2022-08-28 16:30:23,981 INFO [train.py:927] (7/8) Epoch 13, batch 1050, giga_loss[loss=0.1991, simple_loss=0.2911, pruned_loss=0.05352, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03454, over 122.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2928, pruned_loss=0.06067, over 2459541.67 frames. utt_duration=622.1 frames, utt_pad_proportion=0.05682, over 15851.45 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2844, pruned_loss=0.05329, over 964810.53 frames. utt_duration=1257 frames, utt_pad_proportion=0.0701, over 3072.91 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2939, pruned_loss=0.06133, over 2452149.26 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05763, over 17041.00 utterances.], batch size: 122, lr: 3.02e-04
2022-08-28 16:32:10,000 INFO [train.py:927] (7/8) Epoch 13, batch 1100, giga_loss[loss=0.1944, simple_loss=0.2854, pruned_loss=0.05173, over 12338.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03056, over 66.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.292, pruned_loss=0.06022, over 2462578.83 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05703, over 16346.62 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2842, pruned_loss=0.05303, over 1002044.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.06676, over 3168.21 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2931, pruned_loss=0.061, over 2456497.70 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05808, over 17494.64 utterances.], batch size: 66, lr: 3.02e-04
2022-08-28 16:33:54,571 INFO [train.py:927] (7/8) Epoch 13, batch 1150, giga_loss[loss=0.1644, simple_loss=0.2496, pruned_loss=0.03965, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03882, over 28.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05857, over 2465335.48 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05772, over 16910.54 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2839, pruned_loss=0.05289, over 1030954.69 frames. utt_duration=1275 frames, utt_pad_proportion=0.06472, over 3239.29 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2894, pruned_loss=0.05937, over 2460632.97 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05875, over 18003.29 utterances.], batch size: 28, lr: 3.02e-04
2022-08-28 16:35:36,956 INFO [train.py:927] (7/8) Epoch 13, batch 1200, giga_loss[loss=0.1827, simple_loss=0.2756, pruned_loss=0.04487, over 12402.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2868, pruned_loss=0.05822, over 2468047.48 frames. utt_duration=558.4 frames, utt_pad_proportion=0.0607, over 17725.46 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2853, pruned_loss=0.05355, over 1087747.15 frames. utt_duration=1246 frames, utt_pad_proportion=0.07137, over 3497.42 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05879, over 2463909.55 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06011, over 18909.76 utterances.], batch size: 113, lr: 3.01e-04
2022-08-28 16:37:18,831 INFO [train.py:927] (7/8) Epoch 13, batch 1250, giga_loss[loss=0.2478, simple_loss=0.3279, pruned_loss=0.08385, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06958, over 211.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2867, pruned_loss=0.05817, over 2468883.11 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06283, over 17640.06 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2849, pruned_loss=0.05347, over 1128448.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.0681, over 3605.18 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05878, over 2465743.54 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06266, over 18861.93 utterances.], batch size: 211, lr: 3.01e-04
2022-08-28 16:39:00,188 INFO [train.py:927] (7/8) Epoch 13, batch 1300, giga_loss[loss=0.2162, simple_loss=0.2896, pruned_loss=0.07138, over 12376.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07008, over 211.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2836, pruned_loss=0.0569, over 2469276.49 frames. utt_duration=587 frames, utt_pad_proportion=0.05784, over 16868.45 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.285, pruned_loss=0.05345, over 1161578.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.06539, over 3693.13 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.284, pruned_loss=0.05748, over 2466821.55 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05843, over 18072.25 utterances.], batch size: 211, lr: 3.01e-04
2022-08-28 16:40:42,986 INFO [train.py:927] (7/8) Epoch 13, batch 1350, giga_loss[loss=0.199, simple_loss=0.2786, pruned_loss=0.05965, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2813, pruned_loss=0.05647, over 2470517.04 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05926, over 16913.17 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05334, over 1180976.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.06416, over 3730.53 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2813, pruned_loss=0.05703, over 2468711.92 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05984, over 18017.73 utterances.], batch size: 113, lr: 3.01e-04
2022-08-28 16:42:20,925 INFO [train.py:927] (7/8) Epoch 13, batch 1400, giga_loss[loss=0.1928, simple_loss=0.2791, pruned_loss=0.05324, over 12441.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03703, over 133.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2791, pruned_loss=0.05537, over 2470943.56 frames. utt_duration=622.1 frames, utt_pad_proportion=0.05461, over 15925.24 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05333, over 1256000.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.0596, over 3970.84 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2787, pruned_loss=0.05596, over 2469683.69 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05621, over 17306.17 utterances.], batch size: 133, lr: 3.01e-04
2022-08-28 16:44:05,911 INFO [train.py:927] (7/8) Epoch 13, batch 1450, giga_loss[loss=0.1594, simple_loss=0.2491, pruned_loss=0.0349, over 12325.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2758, pruned_loss=0.05429, over 2471352.67 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05202, over 15867.75 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2857, pruned_loss=0.05337, over 1267966.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05917, over 4015.06 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2754, pruned_loss=0.05475, over 2470491.37 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05353, over 17020.66 utterances.], batch size: 74, lr: 3.01e-04
2022-08-28 16:45:47,472 INFO [train.py:927] (7/8) Epoch 13, batch 1500, giga_loss[loss=0.1737, simple_loss=0.2596, pruned_loss=0.04392, over 12369.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.191, simple_loss=0.274, pruned_loss=0.05402, over 2471069.67 frames. utt_duration=638.6 frames, utt_pad_proportion=0.05417, over 15513.58 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2861, pruned_loss=0.05366, over 1297919.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06717, over 4200.89 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2733, pruned_loss=0.05427, over 2470224.81 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05351, over 16539.01 utterances.], batch size: 113, lr: 3.01e-04
2022-08-28 16:47:31,369 INFO [train.py:927] (7/8) Epoch 13, batch 1550, giga_loss[loss=0.1903, simple_loss=0.2697, pruned_loss=0.0555, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03099, over 43.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2744, pruned_loss=0.05418, over 2472126.08 frames. utt_duration=654.6 frames, utt_pad_proportion=0.05277, over 15140.95 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2864, pruned_loss=0.05371, over 1326948.36 frames. utt_duration=1223 frames, utt_pad_proportion=0.0722, over 4346.92 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2734, pruned_loss=0.05437, over 2471469.78 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05084, over 16074.36 utterances.], batch size: 43, lr: 3.01e-04
2022-08-28 16:49:13,991 INFO [train.py:927] (7/8) Epoch 13, batch 1600, giga_loss[loss=0.2416, simple_loss=0.3138, pruned_loss=0.08468, over 12338.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2032, over 368.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2795, pruned_loss=0.05704, over 2472330.65 frames. utt_duration=619.5 frames, utt_pad_proportion=0.05793, over 16002.15 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2867, pruned_loss=0.05393, over 1349879.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.07067, over 4426.31 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2783, pruned_loss=0.05711, over 2471643.61 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05642, over 16867.31 utterances.], batch size: 368, lr: 3.01e-04
2022-08-28 16:50:56,573 INFO [train.py:927] (7/8) Epoch 13, batch 1650, giga_loss[loss=0.2246, simple_loss=0.313, pruned_loss=0.06815, over 12459.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.284, pruned_loss=0.05919, over 2472602.45 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06051, over 16585.10 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2867, pruned_loss=0.05407, over 1399062.08 frames. utt_duration=1231 frames, utt_pad_proportion=0.06633, over 4550.69 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2829, pruned_loss=0.05934, over 2472332.71 frames. utt_duration=562 frames, utt_pad_proportion=0.06008, over 17644.71 utterances.], batch size: 123, lr: 3.01e-04
2022-08-28 16:52:39,612 INFO [train.py:927] (7/8) Epoch 13, batch 1700, giga_loss[loss=0.2375, simple_loss=0.3235, pruned_loss=0.0757, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05268, over 161.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2899, pruned_loss=0.06111, over 2472379.73 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05812, over 16933.09 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2866, pruned_loss=0.05406, over 1420241.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.06594, over 4621.92 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2891, pruned_loss=0.06136, over 2472300.56 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05793, over 17941.97 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 16:54:19,713 INFO [train.py:927] (7/8) Epoch 13, batch 1750, giga_loss[loss=0.2255, simple_loss=0.3086, pruned_loss=0.07127, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03272, over 39.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06194, over 2472357.16 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06367, over 17414.42 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.05419, over 1446273.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.06486, over 4709.55 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.06225, over 2472328.25 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0635, over 18428.83 utterances.], batch size: 39, lr: 3.01e-04
2022-08-28 16:56:00,647 INFO [train.py:927] (7/8) Epoch 13, batch 1800, giga_loss[loss=0.1804, simple_loss=0.2772, pruned_loss=0.0418, over 12429.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06011, over 2472328.79 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06986, over 17628.89 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2858, pruned_loss=0.05358, over 1476650.02 frames. utt_duration=1241 frames, utt_pad_proportion=0.06275, over 4763.72 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2918, pruned_loss=0.06084, over 2472313.05 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06983, over 18720.08 utterances.], batch size: 146, lr: 3.01e-04
2022-08-28 16:57:44,041 INFO [train.py:927] (7/8) Epoch 13, batch 1850, giga_loss[loss=0.2132, simple_loss=0.3005, pruned_loss=0.06299, over 12349.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03329, over 104.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2918, pruned_loss=0.05987, over 2472563.28 frames. utt_duration=545.5 frames, utt_pad_proportion=0.07305, over 18178.93 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2857, pruned_loss=0.05345, over 1496095.10 frames. utt_duration=1249 frames, utt_pad_proportion=0.06145, over 4795.20 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2921, pruned_loss=0.06064, over 2472850.10 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07327, over 19258.63 utterances.], batch size: 104, lr: 3.01e-04
2022-08-28 16:59:26,602 INFO [train.py:927] (7/8) Epoch 13, batch 1900, giga_loss[loss=0.1891, simple_loss=0.2814, pruned_loss=0.0484, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2935, pruned_loss=0.06142, over 2472897.43 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07511, over 18476.31 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2856, pruned_loss=0.05348, over 1515509.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.06016, over 4842.98 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2939, pruned_loss=0.06215, over 2473099.28 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07562, over 19543.30 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:01:11,137 INFO [train.py:927] (7/8) Epoch 13, batch 1950, giga_loss[loss=0.2128, simple_loss=0.3052, pruned_loss=0.06025, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03439, over 75.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06265, over 2474034.26 frames. utt_duration=541.1 frames, utt_pad_proportion=0.07219, over 18339.26 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05332, over 1548806.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05785, over 4918.45 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2958, pruned_loss=0.0636, over 2473946.67 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0734, over 19551.41 utterances.], batch size: 75, lr: 3.01e-04
2022-08-28 17:02:53,969 INFO [train.py:927] (7/8) Epoch 13, batch 2000, giga_loss[loss=0.2287, simple_loss=0.3155, pruned_loss=0.07093, over 12420.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03735, over 113.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2965, pruned_loss=0.0639, over 2473470.49 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06724, over 18035.29 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.05313, over 1566927.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05684, over 4977.53 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2975, pruned_loss=0.06491, over 2473604.62 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06882, over 19174.38 utterances.], batch size: 113, lr: 3.01e-04
2022-08-28 17:04:34,117 INFO [train.py:927] (7/8) Epoch 13, batch 2050, giga_loss[loss=0.2062, simple_loss=0.2988, pruned_loss=0.05682, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.06416, over 2472593.80 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06923, over 18091.11 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.05304, over 1588890.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.06114, over 5100.22 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2994, pruned_loss=0.06526, over 2473123.83 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06939, over 19184.46 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:06:16,212 INFO [train.py:927] (7/8) Epoch 13, batch 2100, giga_loss[loss=0.2476, simple_loss=0.3279, pruned_loss=0.08365, over 12417.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02419, over 91.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2995, pruned_loss=0.06551, over 2472363.08 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06567, over 17023.36 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2845, pruned_loss=0.05265, over 1623149.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06405, over 5232.51 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3012, pruned_loss=0.06706, over 2473209.87 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06545, over 18245.42 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:07:59,857 INFO [train.py:927] (7/8) Epoch 13, batch 2150, giga_loss[loss=0.2016, simple_loss=0.291, pruned_loss=0.05612, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2989, pruned_loss=0.06531, over 2472791.78 frames. utt_duration=605.8 frames, utt_pad_proportion=0.06264, over 16366.57 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2848, pruned_loss=0.05291, over 1636097.33 frames. utt_duration=1240 frames, utt_pad_proportion=0.06312, over 5284.73 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3002, pruned_loss=0.06656, over 2473237.27 frames. utt_duration=569 frames, utt_pad_proportion=0.06288, over 17433.31 utterances.], batch size: 55, lr: 3.01e-04
2022-08-28 17:09:43,493 INFO [train.py:927] (7/8) Epoch 13, batch 2200, giga_loss[loss=0.2146, simple_loss=0.3025, pruned_loss=0.06335, over 12381.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03021, over 97.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2981, pruned_loss=0.06484, over 2471823.68 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05842, over 15439.91 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2846, pruned_loss=0.05276, over 1664956.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.06062, over 5339.90 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2998, pruned_loss=0.06635, over 2472169.65 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0596, over 16587.79 utterances.], batch size: 97, lr: 3.01e-04
2022-08-28 17:11:26,616 INFO [train.py:927] (7/8) Epoch 13, batch 2250, giga_loss[loss=0.2239, simple_loss=0.31, pruned_loss=0.06891, over 12307.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03694, over 62.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2991, pruned_loss=0.06497, over 2472224.52 frames. utt_duration=623.9 frames, utt_pad_proportion=0.05889, over 15888.73 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2846, pruned_loss=0.05271, over 1684844.93 frames. utt_duration=1253 frames, utt_pad_proportion=0.05905, over 5384.86 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3007, pruned_loss=0.06648, over 2472571.88 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06024, over 16993.54 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:13:18,708 INFO [train.py:927] (7/8) Epoch 13, batch 2300, giga_loss[loss=0.2101, simple_loss=0.2868, pruned_loss=0.0667, over 12371.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03087, over 58.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.06405, over 2472200.54 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05817, over 15380.88 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2838, pruned_loss=0.05259, over 1715236.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.0566, over 5428.59 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.06579, over 2473009.86 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06011, over 16625.36 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:15:02,894 INFO [train.py:927] (7/8) Epoch 13, batch 2350, giga_loss[loss=0.1942, simple_loss=0.2747, pruned_loss=0.05689, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06323, over 2471996.80 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05956, over 16114.31 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2838, pruned_loss=0.05263, over 1726484.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.05594, over 5448.09 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2975, pruned_loss=0.06473, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 3.01e-04
2022-08-28 17:16:47,246 INFO [train.py:927] (7/8) Epoch 13, batch 2400, giga_loss[loss=0.2115, simple_loss=0.2878, pruned_loss=0.06759, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04467, over 31.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2941, pruned_loss=0.06289, over 2472338.74 frames. utt_duration=622.2 frames, utt_pad_proportion=0.06193, over 15932.11 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.284, pruned_loss=0.0526, over 1741334.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.06038, over 5552.97 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06427, over 2472812.32 frames. utt_duration=587 frames, utt_pad_proportion=0.06171, over 16892.71 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:18:29,746 INFO [train.py:927] (7/8) Epoch 13, batch 2450, giga_loss[loss=0.1881, simple_loss=0.2772, pruned_loss=0.04957, over 12402.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03484, over 80.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2904, pruned_loss=0.06154, over 2471269.74 frames. utt_duration=636 frames, utt_pad_proportion=0.06139, over 15579.81 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2837, pruned_loss=0.05261, over 1762287.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05902, over 5570.21 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2922, pruned_loss=0.0629, over 2472252.39 frames. utt_duration=597 frames, utt_pad_proportion=0.06169, over 16604.65 utterances.], batch size: 80, lr: 3.01e-04
2022-08-28 17:20:12,379 INFO [train.py:927] (7/8) Epoch 13, batch 2500, giga_loss[loss=0.172, simple_loss=0.2547, pruned_loss=0.04461, over 12343.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03325, over 58.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2883, pruned_loss=0.06066, over 2471877.86 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05784, over 15588.91 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05276, over 1786510.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05802, over 5649.54 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2897, pruned_loss=0.06193, over 2472878.72 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05857, over 16660.81 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:21:55,084 INFO [train.py:927] (7/8) Epoch 13, batch 2550, giga_loss[loss=0.2095, simple_loss=0.2922, pruned_loss=0.06345, over 12369.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03073, over 97.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2855, pruned_loss=0.05907, over 2471820.17 frames. utt_duration=639.8 frames, utt_pad_proportion=0.05523, over 15490.80 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2841, pruned_loss=0.05287, over 1799832.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.06326, over 5766.16 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2867, pruned_loss=0.06014, over 2472894.61 frames. utt_duration=604 frames, utt_pad_proportion=0.05441, over 16417.83 utterances.], batch size: 97, lr: 3.01e-04
2022-08-28 17:23:38,780 INFO [train.py:927] (7/8) Epoch 13, batch 2600, giga_loss[loss=0.2362, simple_loss=0.3195, pruned_loss=0.07641, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2872, pruned_loss=0.05945, over 2472701.72 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05498, over 16223.89 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2842, pruned_loss=0.05291, over 1803300.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.0629, over 5774.33 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.288, pruned_loss=0.06029, over 2473439.81 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05448, over 16992.33 utterances.], batch size: 122, lr: 3.01e-04
2022-08-28 17:25:22,245 INFO [train.py:927] (7/8) Epoch 13, batch 2650, giga_loss[loss=0.2574, simple_loss=0.3311, pruned_loss=0.09186, over 12370.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05944, over 2473707.28 frames. utt_duration=562.5 frames, utt_pad_proportion=0.0577, over 17637.57 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05276, over 1813202.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.06196, over 5785.69 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2895, pruned_loss=0.06027, over 2474372.21 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05743, over 18371.88 utterances.], batch size: 258, lr: 3.01e-04
2022-08-28 17:27:05,187 INFO [train.py:927] (7/8) Epoch 13, batch 2700, giga_loss[loss=0.2174, simple_loss=0.3091, pruned_loss=0.06282, over 12328.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03122, over 91.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.288, pruned_loss=0.05837, over 2473903.45 frames. utt_duration=547 frames, utt_pad_proportion=0.05739, over 18140.25 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05277, over 1819589.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.06183, over 5810.82 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2887, pruned_loss=0.05907, over 2474606.01 frames. utt_duration=527.9 frames, utt_pad_proportion=0.0572, over 18802.79 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:28:48,638 INFO [train.py:927] (7/8) Epoch 13, batch 2750, giga_loss[loss=0.1871, simple_loss=0.2782, pruned_loss=0.04801, over 12421.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02427, over 66.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2891, pruned_loss=0.05867, over 2474925.98 frames. utt_duration=528.7 frames, utt_pad_proportion=0.05639, over 18778.69 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.284, pruned_loss=0.05262, over 1838847.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.06086, over 5875.43 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2898, pruned_loss=0.05949, over 2475616.09 frames. utt_duration=507 frames, utt_pad_proportion=0.05648, over 19590.96 utterances.], batch size: 66, lr: 3.01e-04
2022-08-28 17:30:29,691 INFO [train.py:927] (7/8) Epoch 13, batch 2800, giga_loss[loss=0.1922, simple_loss=0.2766, pruned_loss=0.05384, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03804, over 31.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2903, pruned_loss=0.05936, over 2474332.34 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05783, over 18507.27 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2836, pruned_loss=0.05238, over 1854070.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05967, over 5886.32 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2913, pruned_loss=0.06032, over 2475364.37 frames. utt_duration=510.9 frames, utt_pad_proportion=0.05814, over 19439.25 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:32:11,542 INFO [train.py:927] (7/8) Epoch 13, batch 2850, giga_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.05611, over 12398.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03826, over 40.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05898, over 2474206.85 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05486, over 17240.48 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2835, pruned_loss=0.0524, over 1872164.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.05804, over 5917.44 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2916, pruned_loss=0.05993, over 2475309.26 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05572, over 18289.33 utterances.], batch size: 40, lr: 3.01e-04
2022-08-28 17:33:56,238 INFO [train.py:927] (7/8) Epoch 13, batch 2900, giga_loss[loss=0.2087, simple_loss=0.3019, pruned_loss=0.05775, over 12438.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03786, over 123.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2918, pruned_loss=0.05973, over 2474183.98 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05839, over 17824.55 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2835, pruned_loss=0.05247, over 1880707.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.0572, over 5925.60 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2927, pruned_loss=0.06053, over 2475469.10 frames. utt_duration=528 frames, utt_pad_proportion=0.05913, over 18807.28 utterances.], batch size: 123, lr: 3.01e-04
2022-08-28 17:35:38,116 INFO [train.py:927] (7/8) Epoch 13, batch 2950, giga_loss[loss=0.1874, simple_loss=0.2838, pruned_loss=0.04544, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02826, over 66.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2911, pruned_loss=0.05935, over 2473573.53 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05654, over 17046.40 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.284, pruned_loss=0.05273, over 1886639.72 frames. utt_duration=1272 frames, utt_pad_proportion=0.05657, over 5938.32 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2915, pruned_loss=0.05987, over 2474571.19 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05744, over 17910.89 utterances.], batch size: 66, lr: 3.01e-04
2022-08-28 17:37:19,982 INFO [train.py:927] (7/8) Epoch 13, batch 3000, giga_loss[loss=0.1874, simple_loss=0.2724, pruned_loss=0.05118, over 12387.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03068, over 62.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2887, pruned_loss=0.05805, over 2473317.27 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05337, over 16275.28 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.05299, over 1895194.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05588, over 5963.09 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2883, pruned_loss=0.05836, over 2474294.68 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05447, over 17081.60 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:37:19,984 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 17:37:33,329 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1807, simple_loss=0.2925, pruned_loss=0.03439, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 17:39:11,076 INFO [train.py:927] (7/8) Epoch 13, batch 3050, giga_loss[loss=0.1836, simple_loss=0.273, pruned_loss=0.04714, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0413, over 31.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2902, pruned_loss=0.05805, over 2473945.03 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05781, over 17078.52 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05321, over 1909539.20 frames. utt_duration=1263 frames, utt_pad_proportion=0.05863, over 6056.81 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2898, pruned_loss=0.05825, over 2474689.20 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05747, over 17877.66 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:40:49,503 INFO [train.py:927] (7/8) Epoch 13, batch 3100, giga_loss[loss=0.1982, simple_loss=0.2775, pruned_loss=0.05949, over 12446.00 frames. utt_duration=859.8 frames, utt_pad_proportion=0.0252, over 58.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2908, pruned_loss=0.05868, over 2474013.43 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05515, over 17234.04 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2854, pruned_loss=0.05318, over 1920498.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05747, over 6074.49 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05895, over 2474826.16 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05534, over 18056.43 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:42:30,376 INFO [train.py:927] (7/8) Epoch 13, batch 3150, giga_loss[loss=0.1937, simple_loss=0.2803, pruned_loss=0.05354, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2887, pruned_loss=0.05871, over 2473696.04 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05201, over 16565.46 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2849, pruned_loss=0.05289, over 1941842.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.05536, over 6105.92 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2892, pruned_loss=0.05934, over 2474730.95 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05293, over 17593.62 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:44:07,548 INFO [train.py:927] (7/8) Epoch 13, batch 3200, giga_loss[loss=0.1941, simple_loss=0.2711, pruned_loss=0.05854, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03605, over 40.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2871, pruned_loss=0.05869, over 2473526.18 frames. utt_duration=602.6 frames, utt_pad_proportion=0.0512, over 16460.40 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2846, pruned_loss=0.05298, over 1959646.88 frames. utt_duration=1283 frames, utt_pad_proportion=0.05361, over 6116.93 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2879, pruned_loss=0.05935, over 2474867.42 frames. utt_duration=563.6 frames, utt_pad_proportion=0.0525, over 17611.73 utterances.], batch size: 40, lr: 3.01e-04
2022-08-28 17:45:48,904 INFO [train.py:927] (7/8) Epoch 13, batch 3250, giga_loss[loss=0.1915, simple_loss=0.2689, pruned_loss=0.057, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03074, over 48.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2842, pruned_loss=0.05731, over 2473790.37 frames. utt_duration=615.4 frames, utt_pad_proportion=0.04865, over 16118.90 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2847, pruned_loss=0.05315, over 1977702.50 frames. utt_duration=1287 frames, utt_pad_proportion=0.05221, over 6154.43 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2847, pruned_loss=0.05786, over 2474567.44 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05028, over 17345.24 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 17:47:29,230 INFO [train.py:927] (7/8) Epoch 13, batch 3300, giga_loss[loss=0.1679, simple_loss=0.2516, pruned_loss=0.0421, over 12464.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2809, pruned_loss=0.05613, over 2473937.39 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05002, over 16071.75 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05302, over 1990071.29 frames. utt_duration=1285 frames, utt_pad_proportion=0.05239, over 6201.89 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2813, pruned_loss=0.05674, over 2474480.80 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05118, over 17231.03 utterances.], batch size: 86, lr: 3.00e-04
2022-08-28 17:49:07,662 INFO [train.py:927] (7/8) Epoch 13, batch 3350, giga_loss[loss=0.2069, simple_loss=0.2913, pruned_loss=0.0613, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03073, over 37.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2822, pruned_loss=0.0566, over 2474506.92 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05287, over 16352.56 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2851, pruned_loss=0.05327, over 1999618.13 frames. utt_duration=1286 frames, utt_pad_proportion=0.05141, over 6226.72 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2821, pruned_loss=0.05697, over 2474989.35 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05389, over 17418.58 utterances.], batch size: 37, lr: 3.00e-04
2022-08-28 17:50:47,021 INFO [train.py:927] (7/8) Epoch 13, batch 3400, libri_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05471, over 12233.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005704, over 34.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2858, pruned_loss=0.05802, over 2473855.68 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05605, over 16659.11 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2863, pruned_loss=0.05384, over 2013725.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05591, over 6368.77 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2848, pruned_loss=0.05801, over 2474222.67 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05539, over 17665.72 utterances.], batch size: 34, lr: 3.00e-04
2022-08-28 17:52:27,326 INFO [train.py:927] (7/8) Epoch 13, batch 3450, giga_loss[loss=0.1955, simple_loss=0.2842, pruned_loss=0.05338, over 12361.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2881, pruned_loss=0.05885, over 2473660.01 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05382, over 16549.26 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2861, pruned_loss=0.05374, over 2020346.83 frames. utt_duration=1264 frames, utt_pad_proportion=0.05634, over 6402.02 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05898, over 2474162.89 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05325, over 17448.73 utterances.], batch size: 58, lr: 3.00e-04
2022-08-28 17:54:13,100 INFO [train.py:927] (7/8) Epoch 13, batch 3500, giga_loss[loss=0.2266, simple_loss=0.3132, pruned_loss=0.07001, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2954, pruned_loss=0.06455, over 2474075.52 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06236, over 18224.21 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2861, pruned_loss=0.05367, over 2027082.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05553, over 6412.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.295, pruned_loss=0.0648, over 2474496.52 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06185, over 19067.96 utterances.], batch size: 97, lr: 3.00e-04
2022-08-28 17:56:01,157 INFO [train.py:927] (7/8) Epoch 13, batch 3550, giga_loss[loss=0.2446, simple_loss=0.324, pruned_loss=0.08262, over 12417.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3004, pruned_loss=0.06745, over 2474482.03 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06847, over 18765.26 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2864, pruned_loss=0.05373, over 2035759.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.05672, over 6485.32 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3001, pruned_loss=0.06781, over 2474985.78 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06752, over 19576.12 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 17:57:44,569 INFO [train.py:927] (7/8) Epoch 13, batch 3600, giga_loss[loss=0.2649, simple_loss=0.3338, pruned_loss=0.098, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03007, over 85.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3072, pruned_loss=0.07222, over 2474359.76 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07259, over 19258.57 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2868, pruned_loss=0.0538, over 2040265.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05654, over 6506.37 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3067, pruned_loss=0.0726, over 2474642.03 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07183, over 19992.91 utterances.], batch size: 85, lr: 3.00e-04
2022-08-28 17:59:26,009 INFO [train.py:927] (7/8) Epoch 13, batch 3650, giga_loss[loss=0.1993, simple_loss=0.2938, pruned_loss=0.05235, over 12453.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3115, pruned_loss=0.07514, over 2474433.77 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07359, over 19981.09 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2876, pruned_loss=0.0542, over 2053179.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.05962, over 6601.89 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3113, pruned_loss=0.07572, over 2474613.83 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07238, over 20856.72 utterances.], batch size: 75, lr: 3.00e-04
2022-08-28 18:01:09,518 INFO [train.py:927] (7/8) Epoch 13, batch 3700, giga_loss[loss=0.3338, simple_loss=0.3843, pruned_loss=0.1417, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3178, pruned_loss=0.08139, over 2474258.61 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07813, over 21507.64 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.05414, over 2063302.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.05841, over 6603.80 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3184, pruned_loss=0.08243, over 2474662.54 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07745, over 22517.76 utterances.], batch size: 258, lr: 3.00e-04
2022-08-28 18:02:55,556 INFO [train.py:927] (7/8) Epoch 13, batch 3750, giga_loss[loss=0.2229, simple_loss=0.2952, pruned_loss=0.07533, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03388, over 42.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3213, pruned_loss=0.08462, over 2474308.99 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07835, over 21566.56 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05444, over 2075378.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05685, over 6615.54 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3225, pruned_loss=0.08601, over 2474735.63 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07835, over 22764.65 utterances.], batch size: 42, lr: 3.00e-04
2022-08-28 18:04:38,144 INFO [train.py:927] (7/8) Epoch 13, batch 3800, giga_loss[loss=0.3361, simple_loss=0.3707, pruned_loss=0.1508, over 12348.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3214, pruned_loss=0.08517, over 2473828.14 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07754, over 21319.05 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2883, pruned_loss=0.05459, over 2084995.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.05656, over 6659.99 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08684, over 2474369.19 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0778, over 22565.69 utterances.], batch size: 368, lr: 3.00e-04
2022-08-28 18:06:20,949 INFO [train.py:927] (7/8) Epoch 13, batch 3850, giga_loss[loss=0.2495, simple_loss=0.3243, pruned_loss=0.08732, over 12431.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3219, pruned_loss=0.08471, over 2473994.04 frames. utt_duration=462.4 frames, utt_pad_proportion=0.075, over 21468.66 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.05447, over 2092670.59 frames. utt_duration=1256 frames, utt_pad_proportion=0.05593, over 6674.83 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3236, pruned_loss=0.08665, over 2474465.27 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07559, over 22702.29 utterances.], batch size: 184, lr: 3.00e-04
2022-08-28 18:08:03,299 INFO [train.py:927] (7/8) Epoch 13, batch 3900, giga_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06497, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3239, pruned_loss=0.08652, over 2473880.75 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08237, over 23214.18 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05434, over 2099919.40 frames. utt_duration=1260 frames, utt_pad_proportion=0.05496, over 6672.36 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.326, pruned_loss=0.08876, over 2474543.08 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08286, over 24494.57 utterances.], batch size: 86, lr: 3.00e-04
2022-08-28 18:09:46,338 INFO [train.py:927] (7/8) Epoch 13, batch 3950, giga_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05307, over 12341.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03075, over 70.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.08495, over 2474225.90 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08335, over 23605.52 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2884, pruned_loss=0.05456, over 2107206.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.05425, over 6695.87 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.325, pruned_loss=0.08714, over 2474873.21 frames. utt_duration=398.9 frames, utt_pad_proportion=0.08402, over 24908.81 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 18:11:30,903 INFO [train.py:927] (7/8) Epoch 13, batch 4000, libri_loss[loss=0.1896, simple_loss=0.2838, pruned_loss=0.04771, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 37.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3193, pruned_loss=0.0816, over 2475036.20 frames. utt_duration=438 frames, utt_pad_proportion=0.07862, over 22678.70 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.05458, over 2114560.19 frames. utt_duration=1263 frames, utt_pad_proportion=0.05334, over 6706.80 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3215, pruned_loss=0.08385, over 2475491.29 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07979, over 24009.30 utterances.], batch size: 37, lr: 3.00e-04
2022-08-28 18:13:13,030 INFO [train.py:927] (7/8) Epoch 13, batch 4050, giga_loss[loss=0.2139, simple_loss=0.2929, pruned_loss=0.06744, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.0349, over 36.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3177, pruned_loss=0.08046, over 2475126.37 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07927, over 22228.94 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.0547, over 2121750.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05269, over 6736.56 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3198, pruned_loss=0.08264, over 2475453.46 frames. utt_duration=422 frames, utt_pad_proportion=0.08053, over 23546.32 utterances.], batch size: 36, lr: 3.00e-04
2022-08-28 18:15:03,011 INFO [train.py:927] (7/8) Epoch 13, batch 4100, libri_loss[loss=0.258, simple_loss=0.3439, pruned_loss=0.086, over 12309.00 frames. utt_duration=426 frames, utt_pad_proportion=0.3365, over 116.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3161, pruned_loss=0.07906, over 2475031.35 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07933, over 21795.12 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2885, pruned_loss=0.05468, over 2128527.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05701, over 6809.88 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3183, pruned_loss=0.08127, over 2475522.01 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07927, over 23048.01 utterances.], batch size: 116, lr: 3.00e-04
2022-08-28 18:16:48,249 INFO [train.py:927] (7/8) Epoch 13, batch 4150, giga_loss[loss=0.2321, simple_loss=0.3181, pruned_loss=0.07301, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04201, over 34.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3178, pruned_loss=0.07787, over 2475472.91 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07878, over 21848.72 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2889, pruned_loss=0.05495, over 2135490.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.06183, over 6900.19 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3198, pruned_loss=0.07983, over 2475791.26 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07766, over 23045.38 utterances.], batch size: 34, lr: 3.00e-04
2022-08-28 18:18:35,179 INFO [train.py:927] (7/8) Epoch 13, batch 4200, giga_loss[loss=0.2977, simple_loss=0.3531, pruned_loss=0.1212, over 12381.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3174, pruned_loss=0.07768, over 2475240.10 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0757, over 21798.21 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2886, pruned_loss=0.05479, over 2138785.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06137, over 6890.22 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3194, pruned_loss=0.07954, over 2475570.71 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07511, over 22872.25 utterances.], batch size: 259, lr: 3.00e-04
2022-08-28 18:20:23,141 INFO [train.py:927] (7/8) Epoch 13, batch 4250, libri_loss[loss=0.1658, simple_loss=0.2413, pruned_loss=0.04514, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01059, over 28.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3158, pruned_loss=0.07783, over 2475233.49 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07449, over 22054.39 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2885, pruned_loss=0.05468, over 2145071.10 frames. utt_duration=1249 frames, utt_pad_proportion=0.0604, over 6878.50 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.318, pruned_loss=0.0798, over 2475858.08 frames. utt_duration=428.4 frames, utt_pad_proportion=0.0744, over 23197.48 utterances.], batch size: 28, lr: 3.00e-04
2022-08-28 18:22:15,457 INFO [train.py:927] (7/8) Epoch 13, batch 4300, giga_loss[loss=0.2768, simple_loss=0.3374, pruned_loss=0.1081, over 12408.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07687, over 2474587.10 frames. utt_duration=455.9 frames, utt_pad_proportion=0.0784, over 21782.71 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2881, pruned_loss=0.05451, over 2151036.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.05942, over 6870.97 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3164, pruned_loss=0.07895, over 2475589.56 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0785, over 22961.36 utterances.], batch size: 260, lr: 3.00e-04
2022-08-28 18:24:00,005 INFO [train.py:927] (7/8) Epoch 13, batch 4350, giga_loss[loss=0.2671, simple_loss=0.3386, pruned_loss=0.09776, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3137, pruned_loss=0.07617, over 2473708.88 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07859, over 21375.06 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05466, over 2159050.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.06338, over 6967.97 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.316, pruned_loss=0.07821, over 2474503.31 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07782, over 22555.16 utterances.], batch size: 183, lr: 3.00e-04
2022-08-28 18:25:46,907 INFO [train.py:927] (7/8) Epoch 13, batch 4400, giga_loss[loss=0.2133, simple_loss=0.2938, pruned_loss=0.06637, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03355, over 80.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3131, pruned_loss=0.07617, over 2474758.87 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07871, over 21888.68 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2889, pruned_loss=0.05465, over 2165469.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.06262, over 6995.38 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3151, pruned_loss=0.07821, over 2475235.34 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07843, over 23078.51 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:27:32,132 INFO [train.py:927] (7/8) Epoch 13, batch 4450, giga_loss[loss=0.2295, simple_loss=0.3051, pruned_loss=0.07702, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.07607, over 2475277.27 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07437, over 21660.78 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2891, pruned_loss=0.05482, over 2171405.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06161, over 6991.58 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3141, pruned_loss=0.07791, over 2475841.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0747, over 22861.69 utterances.], batch size: 86, lr: 3.00e-04
2022-08-28 18:29:16,841 INFO [train.py:927] (7/8) Epoch 13, batch 4500, giga_loss[loss=0.1955, simple_loss=0.2735, pruned_loss=0.05872, over 12367.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03147, over 51.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3097, pruned_loss=0.07512, over 2475587.03 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07494, over 21242.24 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2889, pruned_loss=0.05479, over 2183736.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.05962, over 6980.91 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3121, pruned_loss=0.07738, over 2475720.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07586, over 22726.78 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:31:03,151 INFO [train.py:927] (7/8) Epoch 13, batch 4550, giga_loss[loss=0.2602, simple_loss=0.3338, pruned_loss=0.09331, over 12394.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07465, over 2475597.35 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07738, over 21092.82 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2887, pruned_loss=0.05474, over 2190721.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05837, over 6974.41 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07691, over 2475897.95 frames. utt_duration=440 frames, utt_pad_proportion=0.07838, over 22580.08 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 18:32:47,068 INFO [train.py:927] (7/8) Epoch 13, batch 4600, giga_loss[loss=0.2258, simple_loss=0.3125, pruned_loss=0.06958, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03208, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07456, over 2475122.25 frames. utt_duration=464.8 frames, utt_pad_proportion=0.08189, over 21367.75 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2889, pruned_loss=0.05487, over 2194950.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05759, over 6975.77 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3108, pruned_loss=0.07651, over 2475383.40 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08272, over 22726.32 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:34:34,394 INFO [train.py:927] (7/8) Epoch 13, batch 4650, giga_loss[loss=0.2435, simple_loss=0.3251, pruned_loss=0.08095, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3087, pruned_loss=0.07403, over 2474688.59 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07974, over 21152.91 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2891, pruned_loss=0.05495, over 2197592.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.0623, over 7052.59 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3104, pruned_loss=0.07567, over 2475030.46 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07942, over 22282.63 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 18:36:22,750 INFO [train.py:927] (7/8) Epoch 13, batch 4700, giga_loss[loss=0.2583, simple_loss=0.3259, pruned_loss=0.09531, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07472, over 2474387.76 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07725, over 20418.74 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05503, over 2205469.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.06069, over 7048.10 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.311, pruned_loss=0.07651, over 2474957.60 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07773, over 21711.83 utterances.], batch size: 146, lr: 3.00e-04
2022-08-28 18:38:06,342 INFO [train.py:927] (7/8) Epoch 13, batch 4750, giga_loss[loss=0.2434, simple_loss=0.3185, pruned_loss=0.08417, over 12439.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04123, over 146.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3091, pruned_loss=0.07523, over 2474025.20 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07136, over 19866.04 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2892, pruned_loss=0.05491, over 2214809.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.06028, over 7092.91 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3112, pruned_loss=0.0774, over 2474442.41 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0724, over 21285.13 utterances.], batch size: 146, lr: 3.00e-04
2022-08-28 18:39:49,076 INFO [train.py:927] (7/8) Epoch 13, batch 4800, giga_loss[loss=0.2455, simple_loss=0.32, pruned_loss=0.08556, over 12454.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04046, over 114.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07511, over 2474652.01 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06767, over 19789.60 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05485, over 2217579.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.05976, over 7091.00 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3103, pruned_loss=0.07704, over 2474822.30 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06889, over 21017.15 utterances.], batch size: 114, lr: 3.00e-04
2022-08-28 18:41:30,989 INFO [train.py:927] (7/8) Epoch 13, batch 4850, giga_loss[loss=0.2075, simple_loss=0.2967, pruned_loss=0.0592, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03265, over 80.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3077, pruned_loss=0.07331, over 2473256.93 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06714, over 19214.66 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.289, pruned_loss=0.05479, over 2225640.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.06305, over 7153.87 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3099, pruned_loss=0.0755, over 2474082.30 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06725, over 20533.85 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:43:18,565 INFO [train.py:927] (7/8) Epoch 13, batch 4900, giga_loss[loss=0.2235, simple_loss=0.3017, pruned_loss=0.07266, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03537, over 104.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.0733, over 2472779.09 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06496, over 18777.55 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2894, pruned_loss=0.05488, over 2231535.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.06171, over 7148.04 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.309, pruned_loss=0.0754, over 2473675.96 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06564, over 20104.70 utterances.], batch size: 104, lr: 3.00e-04
2022-08-28 18:45:02,039 INFO [train.py:927] (7/8) Epoch 13, batch 4950, giga_loss[loss=0.2245, simple_loss=0.3087, pruned_loss=0.0701, over 12400.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0288, over 62.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3075, pruned_loss=0.07363, over 2473588.35 frames. utt_duration=514 frames, utt_pad_proportion=0.06746, over 19303.89 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2896, pruned_loss=0.055, over 2240036.03 frames. utt_duration=1251 frames, utt_pad_proportion=0.05999, over 7170.50 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3094, pruned_loss=0.07579, over 2474169.49 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06838, over 20716.76 utterances.], batch size: 62, lr: 3.00e-04
2022-08-28 18:46:51,360 INFO [train.py:927] (7/8) Epoch 13, batch 5000, giga_loss[loss=0.2281, simple_loss=0.3242, pruned_loss=0.06598, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07594, over 2474334.91 frames. utt_duration=476 frames, utt_pad_proportion=0.06998, over 20858.08 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2896, pruned_loss=0.055, over 2241076.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.05973, over 7168.65 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3146, pruned_loss=0.07773, over 2474907.41 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07063, over 22027.01 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:48:33,757 INFO [train.py:927] (7/8) Epoch 13, batch 5050, giga_loss[loss=0.2454, simple_loss=0.3218, pruned_loss=0.08452, over 12397.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02388, over 66.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.315, pruned_loss=0.0768, over 2474187.25 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06733, over 20470.15 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2901, pruned_loss=0.05529, over 2244499.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06414, over 7274.92 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3161, pruned_loss=0.07827, over 2474692.34 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06663, over 21480.28 utterances.], batch size: 66, lr: 3.00e-04
2022-08-28 18:50:19,092 INFO [train.py:927] (7/8) Epoch 13, batch 5100, giga_loss[loss=0.2822, simple_loss=0.3418, pruned_loss=0.1113, over 12374.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3153, pruned_loss=0.07779, over 2474012.89 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06843, over 20286.14 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.05513, over 2249827.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06291, over 7249.30 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3169, pruned_loss=0.07963, over 2474729.35 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06824, over 21428.62 utterances.], batch size: 182, lr: 3.00e-04
2022-08-28 18:52:03,385 INFO [train.py:927] (7/8) Epoch 13, batch 5150, giga_loss[loss=0.2592, simple_loss=0.3265, pruned_loss=0.09593, over 12414.00 frames. utt_duration=273 frames, utt_pad_proportion=0.0618, over 183.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.0777, over 2473848.47 frames. utt_duration=498.7 frames, utt_pad_proportion=0.0681, over 19899.33 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.05511, over 2256889.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.06155, over 7243.30 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3165, pruned_loss=0.07992, over 2475064.29 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06846, over 21233.41 utterances.], batch size: 183, lr: 3.00e-04
2022-08-28 18:53:49,690 INFO [train.py:927] (7/8) Epoch 13, batch 5200, giga_loss[loss=0.2524, simple_loss=0.3229, pruned_loss=0.09092, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3136, pruned_loss=0.07806, over 2474159.31 frames. utt_duration=490 frames, utt_pad_proportion=0.07008, over 20259.13 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2897, pruned_loss=0.05486, over 2259893.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.06104, over 7240.73 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3159, pruned_loss=0.08032, over 2475326.96 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07048, over 21490.13 utterances.], batch size: 182, lr: 3.00e-04
2022-08-28 18:55:37,309 INFO [train.py:927] (7/8) Epoch 13, batch 5250, libri_loss[loss=0.1845, simple_loss=0.2718, pruned_loss=0.04861, over 12189.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008795, over 30.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07797, over 2474134.90 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07353, over 20630.01 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2891, pruned_loss=0.05471, over 2264420.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05988, over 7216.98 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.0804, over 2475756.81 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07407, over 21927.71 utterances.], batch size: 30, lr: 3.00e-04
2022-08-28 18:57:21,711 INFO [train.py:927] (7/8) Epoch 13, batch 5300, giga_loss[loss=0.2368, simple_loss=0.3239, pruned_loss=0.07483, over 12342.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3115, pruned_loss=0.0781, over 2474239.49 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07036, over 20131.86 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05478, over 2267421.01 frames. utt_duration=1259 frames, utt_pad_proportion=0.05913, over 7209.74 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3139, pruned_loss=0.08026, over 2475640.23 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07122, over 21335.53 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 18:59:07,571 INFO [train.py:927] (7/8) Epoch 13, batch 5350, giga_loss[loss=0.2494, simple_loss=0.3282, pruned_loss=0.08533, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02862, over 74.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07757, over 2474353.29 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07373, over 20387.57 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2895, pruned_loss=0.05492, over 2272779.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05794, over 7228.35 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3142, pruned_loss=0.07969, over 2475259.09 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07468, over 21626.27 utterances.], batch size: 74, lr: 3.00e-04
2022-08-28 19:00:54,127 INFO [train.py:927] (7/8) Epoch 13, batch 5400, libri_loss[loss=0.2145, simple_loss=0.3013, pruned_loss=0.06383, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004641, over 35.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3114, pruned_loss=0.07626, over 2474832.21 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07402, over 19939.83 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2894, pruned_loss=0.05488, over 2279193.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.06123, over 7285.23 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.07871, over 2476062.58 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07398, over 21300.96 utterances.], batch size: 35, lr: 2.99e-04
2022-08-28 19:02:34,913 INFO [train.py:927] (7/8) Epoch 13, batch 5450, giga_loss[loss=0.2418, simple_loss=0.3274, pruned_loss=0.07809, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0277, over 66.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.07483, over 2474314.11 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07259, over 19466.72 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2894, pruned_loss=0.05475, over 2284787.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.06, over 7285.39 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3153, pruned_loss=0.07742, over 2475479.98 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07313, over 20876.71 utterances.], batch size: 66, lr: 2.99e-04
2022-08-28 19:04:19,863 INFO [train.py:927] (7/8) Epoch 13, batch 5500, giga_loss[loss=0.2267, simple_loss=0.3123, pruned_loss=0.07057, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.315, pruned_loss=0.07575, over 2473982.85 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06767, over 18892.71 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2897, pruned_loss=0.05489, over 2289056.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.05913, over 7289.06 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3174, pruned_loss=0.07814, over 2475276.23 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06878, over 20270.88 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:06:04,787 INFO [train.py:927] (7/8) Epoch 13, batch 5550, giga_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.08492, over 12450.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03293, over 123.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3159, pruned_loss=0.07735, over 2473931.24 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06631, over 19050.97 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2897, pruned_loss=0.0549, over 2292555.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05812, over 7288.29 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3183, pruned_loss=0.07964, over 2475123.66 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06764, over 20361.33 utterances.], batch size: 123, lr: 2.99e-04
2022-08-28 19:07:47,687 INFO [train.py:927] (7/8) Epoch 13, batch 5600, giga_loss[loss=0.2379, simple_loss=0.3162, pruned_loss=0.07983, over 12360.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.316, pruned_loss=0.07711, over 2473698.26 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06575, over 19528.36 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2898, pruned_loss=0.05501, over 2296033.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05804, over 7316.11 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3182, pruned_loss=0.07923, over 2474765.96 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06694, over 20770.71 utterances.], batch size: 85, lr: 2.99e-04
2022-08-28 19:09:30,565 INFO [train.py:927] (7/8) Epoch 13, batch 5650, libri_loss[loss=0.2283, simple_loss=0.3147, pruned_loss=0.0709, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006821, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3159, pruned_loss=0.07551, over 2474519.12 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06728, over 19249.58 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2902, pruned_loss=0.05538, over 2303160.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.06105, over 7390.61 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3183, pruned_loss=0.07769, over 2475235.88 frames. utt_duration=481 frames, utt_pad_proportion=0.06727, over 20648.78 utterances.], batch size: 37, lr: 2.99e-04
2022-08-28 19:11:15,470 INFO [train.py:927] (7/8) Epoch 13, batch 5700, giga_loss[loss=0.2295, simple_loss=0.3228, pruned_loss=0.0681, over 12467.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02749, over 55.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3155, pruned_loss=0.07591, over 2474934.53 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07339, over 19685.16 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.29, pruned_loss=0.05529, over 2309552.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05971, over 7372.28 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3185, pruned_loss=0.07845, over 2475832.26 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07342, over 21246.70 utterances.], batch size: 55, lr: 2.99e-04
2022-08-28 19:13:01,494 INFO [train.py:927] (7/8) Epoch 13, batch 5750, giga_loss[loss=0.3233, simple_loss=0.366, pruned_loss=0.1403, over 12363.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3147, pruned_loss=0.07651, over 2475198.13 frames. utt_duration=486 frames, utt_pad_proportion=0.07307, over 20435.91 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05507, over 2313562.07 frames. utt_duration=1256 frames, utt_pad_proportion=0.05881, over 7375.84 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3179, pruned_loss=0.0792, over 2475986.97 frames. utt_duration=452.4 frames, utt_pad_proportion=0.0735, over 21963.17 utterances.], batch size: 257, lr: 2.99e-04
2022-08-28 19:14:48,294 INFO [train.py:927] (7/8) Epoch 13, batch 5800, giga_loss[loss=0.2172, simple_loss=0.2987, pruned_loss=0.06791, over 12381.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02833, over 85.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3138, pruned_loss=0.07706, over 2475425.71 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07103, over 20499.02 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2897, pruned_loss=0.05512, over 2317391.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05767, over 7365.64 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.317, pruned_loss=0.07964, over 2476192.03 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07192, over 22019.91 utterances.], batch size: 85, lr: 2.99e-04
2022-08-28 19:16:29,814 INFO [train.py:927] (7/8) Epoch 13, batch 5850, giga_loss[loss=0.2588, simple_loss=0.3299, pruned_loss=0.09384, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3126, pruned_loss=0.0771, over 2474843.12 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07269, over 20413.50 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2896, pruned_loss=0.05516, over 2323830.25 frames. utt_duration=1253 frames, utt_pad_proportion=0.06064, over 7429.40 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3163, pruned_loss=0.08011, over 2475961.41 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07264, over 22147.61 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 19:18:10,574 INFO [train.py:927] (7/8) Epoch 13, batch 5900, giga_loss[loss=0.2295, simple_loss=0.3045, pruned_loss=0.07721, over 12214.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02948, over 45.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3103, pruned_loss=0.07474, over 2474963.59 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07389, over 21167.41 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05517, over 2327468.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06487, over 7513.60 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3135, pruned_loss=0.07761, over 2475957.72 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07254, over 22782.13 utterances.], batch size: 45, lr: 2.99e-04
2022-08-28 19:20:00,396 INFO [train.py:927] (7/8) Epoch 13, batch 5950, giga_loss[loss=0.2181, simple_loss=0.3004, pruned_loss=0.06791, over 12471.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3089, pruned_loss=0.07415, over 2474622.59 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07175, over 21559.92 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05509, over 2328028.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.06464, over 7506.04 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3115, pruned_loss=0.07654, over 2475543.67 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07089, over 22883.98 utterances.], batch size: 75, lr: 2.99e-04
2022-08-28 19:21:47,886 INFO [train.py:927] (7/8) Epoch 13, batch 6000, giga_loss[loss=0.2544, simple_loss=0.3188, pruned_loss=0.09503, over 12363.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.307, pruned_loss=0.07409, over 2474158.93 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07601, over 21413.73 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.0552, over 2331712.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06904, over 7604.38 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.07634, over 2474832.06 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07385, over 22692.36 utterances.], batch size: 362, lr: 2.99e-04
2022-08-28 19:21:47,887 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 19:22:01,902 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1763, simple_loss=0.286, pruned_loss=0.03335, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 19:23:44,424 INFO [train.py:927] (7/8) Epoch 13, batch 6050, giga_loss[loss=0.2834, simple_loss=0.3392, pruned_loss=0.1138, over 12367.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07445, over 2474267.70 frames. utt_duration=468 frames, utt_pad_proportion=0.07917, over 21212.01 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2902, pruned_loss=0.05527, over 2333881.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.06909, over 7619.06 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3102, pruned_loss=0.07644, over 2474758.87 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07731, over 22405.13 utterances.], batch size: 371, lr: 2.99e-04
2022-08-28 19:25:30,742 INFO [train.py:927] (7/8) Epoch 13, batch 6100, giga_loss[loss=0.2322, simple_loss=0.3059, pruned_loss=0.07922, over 12346.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03275, over 62.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3082, pruned_loss=0.07497, over 2472902.48 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08062, over 21542.81 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05512, over 2338376.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.06713, over 7566.36 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3113, pruned_loss=0.07741, over 2474230.71 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07975, over 23059.19 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:27:14,318 INFO [train.py:927] (7/8) Epoch 13, batch 6150, giga_loss[loss=0.2044, simple_loss=0.2875, pruned_loss=0.06065, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07486, over 2472937.16 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07673, over 20725.46 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05517, over 2343759.95 frames. utt_duration=1218 frames, utt_pad_proportion=0.07373, over 7705.22 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3118, pruned_loss=0.07756, over 2473917.70 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07423, over 22332.66 utterances.], batch size: 42, lr: 2.99e-04
2022-08-28 19:28:58,279 INFO [train.py:927] (7/8) Epoch 13, batch 6200, giga_loss[loss=0.2851, simple_loss=0.3301, pruned_loss=0.1201, over 12362.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3116, pruned_loss=0.07731, over 2472765.19 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08136, over 21658.23 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.05501, over 2346772.42 frames. utt_duration=1222 frames, utt_pad_proportion=0.07242, over 7690.67 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3148, pruned_loss=0.08009, over 2473737.15 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07958, over 23269.14 utterances.], batch size: 368, lr: 2.99e-04
2022-08-28 19:30:45,463 INFO [train.py:927] (7/8) Epoch 13, batch 6250, giga_loss[loss=0.2363, simple_loss=0.3162, pruned_loss=0.07815, over 12362.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03141, over 85.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07672, over 2473010.95 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07781, over 20651.57 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2892, pruned_loss=0.05501, over 2350412.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.07532, over 7764.56 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07956, over 2473903.08 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07573, over 22239.64 utterances.], batch size: 85, lr: 2.99e-04
2022-08-28 19:32:36,558 INFO [train.py:927] (7/8) Epoch 13, batch 6300, giga_loss[loss=0.2533, simple_loss=0.3371, pruned_loss=0.08479, over 12461.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03459, over 123.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3122, pruned_loss=0.07634, over 2473594.67 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07695, over 21197.97 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2888, pruned_loss=0.05494, over 2353788.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.07379, over 7721.19 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3156, pruned_loss=0.07925, over 2474566.36 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07589, over 22871.07 utterances.], batch size: 123, lr: 2.99e-04
2022-08-28 19:34:18,903 INFO [train.py:927] (7/8) Epoch 13, batch 6350, giga_loss[loss=0.2612, simple_loss=0.3212, pruned_loss=0.1006, over 12363.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3118, pruned_loss=0.07687, over 2473629.62 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08103, over 21928.81 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2891, pruned_loss=0.05514, over 2356187.08 frames. utt_duration=1215 frames, utt_pad_proportion=0.07438, over 7767.41 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07942, over 2474380.30 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07981, over 23458.73 utterances.], batch size: 372, lr: 2.99e-04
2022-08-28 19:36:01,486 INFO [train.py:927] (7/8) Epoch 13, batch 6400, giga_loss[loss=0.2377, simple_loss=0.315, pruned_loss=0.08021, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07619, over 2472651.76 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08159, over 21651.30 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05513, over 2360059.59 frames. utt_duration=1222 frames, utt_pad_proportion=0.07205, over 7734.15 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.313, pruned_loss=0.07899, over 2473915.30 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08127, over 23403.91 utterances.], batch size: 123, lr: 2.99e-04
2022-08-28 19:37:44,627 INFO [train.py:927] (7/8) Epoch 13, batch 6450, giga_loss[loss=0.2962, simple_loss=0.3498, pruned_loss=0.1212, over 12396.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3102, pruned_loss=0.07697, over 2472898.42 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08264, over 21830.43 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2884, pruned_loss=0.05489, over 2364058.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.07072, over 7724.67 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.314, pruned_loss=0.08019, over 2474323.30 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08274, over 23738.04 utterances.], batch size: 260, lr: 2.99e-04
2022-08-28 19:39:27,555 INFO [train.py:927] (7/8) Epoch 13, batch 6500, giga_loss[loss=0.2666, simple_loss=0.3387, pruned_loss=0.0973, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03628, over 122.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3115, pruned_loss=0.07796, over 2472923.67 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08269, over 21972.51 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2887, pruned_loss=0.055, over 2367370.96 frames. utt_duration=1223 frames, utt_pad_proportion=0.07029, over 7754.93 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3148, pruned_loss=0.08101, over 2473987.25 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08297, over 23835.46 utterances.], batch size: 122, lr: 2.99e-04
2022-08-28 19:41:08,904 INFO [train.py:927] (7/8) Epoch 13, batch 6550, giga_loss[loss=0.2546, simple_loss=0.3287, pruned_loss=0.09024, over 12366.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3126, pruned_loss=0.07903, over 2473184.04 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07962, over 21521.21 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2888, pruned_loss=0.05514, over 2369863.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.07361, over 7819.80 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3157, pruned_loss=0.08186, over 2474170.83 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07924, over 23253.48 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:42:51,873 INFO [train.py:927] (7/8) Epoch 13, batch 6600, libri_loss[loss=0.1946, simple_loss=0.2853, pruned_loss=0.05193, over 12385.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.007088, over 34.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07911, over 2473975.76 frames. utt_duration=459 frames, utt_pad_proportion=0.0769, over 21631.23 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2885, pruned_loss=0.05504, over 2372786.33 frames. utt_duration=1220 frames, utt_pad_proportion=0.072, over 7789.71 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3158, pruned_loss=0.08214, over 2474867.54 frames. utt_duration=424 frames, utt_pad_proportion=0.07732, over 23429.58 utterances.], batch size: 34, lr: 2.99e-04
2022-08-28 19:44:34,740 INFO [train.py:927] (7/8) Epoch 13, batch 6650, giga_loss[loss=0.2062, simple_loss=0.2929, pruned_loss=0.05978, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3128, pruned_loss=0.07897, over 2474154.49 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07896, over 21803.84 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2881, pruned_loss=0.05473, over 2376460.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06997, over 7754.05 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3168, pruned_loss=0.08262, over 2475158.77 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07988, over 23817.71 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:46:16,896 INFO [train.py:927] (7/8) Epoch 13, batch 6700, giga_loss[loss=0.2561, simple_loss=0.3334, pruned_loss=0.08941, over 12407.00 frames. utt_duration=437 frames, utt_pad_proportion=0.04595, over 114.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3127, pruned_loss=0.0791, over 2474714.49 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07641, over 21274.66 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2877, pruned_loss=0.05458, over 2378161.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06898, over 7724.24 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3167, pruned_loss=0.08254, over 2475740.16 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07769, over 23145.45 utterances.], batch size: 114, lr: 2.99e-04
2022-08-28 19:47:58,892 INFO [train.py:927] (7/8) Epoch 13, batch 6750, libri_loss[loss=0.1993, simple_loss=0.2969, pruned_loss=0.05082, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01577, over 40.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3125, pruned_loss=0.079, over 2474911.97 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07244, over 20736.05 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2873, pruned_loss=0.05437, over 2382725.13 frames. utt_duration=1235 frames, utt_pad_proportion=0.06738, over 7724.84 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3173, pruned_loss=0.08316, over 2475923.50 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07436, over 22890.39 utterances.], batch size: 40, lr: 2.99e-04
2022-08-28 19:49:40,217 INFO [train.py:927] (7/8) Epoch 13, batch 6800, giga_loss[loss=0.2035, simple_loss=0.2979, pruned_loss=0.05454, over 12350.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3138, pruned_loss=0.07861, over 2474530.87 frames. utt_duration=485 frames, utt_pad_proportion=0.06905, over 20468.99 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.05451, over 2383905.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06655, over 7716.98 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3177, pruned_loss=0.08212, over 2475513.05 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07115, over 22355.86 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 19:51:20,948 INFO [train.py:927] (7/8) Epoch 13, batch 6850, giga_loss[loss=0.2127, simple_loss=0.3002, pruned_loss=0.06263, over 12378.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3121, pruned_loss=0.07721, over 2474061.77 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06798, over 19976.39 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2875, pruned_loss=0.05449, over 2385444.58 frames. utt_duration=1242 frames, utt_pad_proportion=0.06526, over 7690.30 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3158, pruned_loss=0.08053, over 2475476.89 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07019, over 21776.06 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 19:53:01,892 INFO [train.py:927] (7/8) Epoch 13, batch 6900, giga_loss[loss=0.248, simple_loss=0.3275, pruned_loss=0.08431, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04, over 113.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3137, pruned_loss=0.07837, over 2474243.24 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06747, over 20670.14 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2874, pruned_loss=0.05448, over 2386522.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06455, over 7671.08 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.0813, over 2475575.45 frames. utt_duration=445.9 frames, utt_pad_proportion=0.06944, over 22279.11 utterances.], batch size: 113, lr: 2.99e-04
2022-08-28 19:54:44,898 INFO [train.py:927] (7/8) Epoch 13, batch 6950, giga_loss[loss=0.2308, simple_loss=0.3116, pruned_loss=0.07498, over 12470.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02962, over 55.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3141, pruned_loss=0.0788, over 2474133.34 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06773, over 20514.67 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2876, pruned_loss=0.05425, over 2389724.76 frames. utt_duration=1254 frames, utt_pad_proportion=0.06256, over 7631.82 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3176, pruned_loss=0.08228, over 2475420.67 frames. utt_duration=444.9 frames, utt_pad_proportion=0.06998, over 22331.36 utterances.], batch size: 55, lr: 2.99e-04
2022-08-28 19:56:32,614 INFO [train.py:927] (7/8) Epoch 13, batch 7000, giga_loss[loss=0.2479, simple_loss=0.3199, pruned_loss=0.08799, over 12384.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04141, over 133.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3142, pruned_loss=0.07912, over 2474554.58 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06995, over 20703.02 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.05413, over 2390515.90 frames. utt_duration=1256 frames, utt_pad_proportion=0.06206, over 7623.51 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3173, pruned_loss=0.08215, over 2475610.45 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07172, over 22241.01 utterances.], batch size: 133, lr: 2.99e-04
2022-08-28 19:58:15,217 INFO [train.py:927] (7/8) Epoch 13, batch 7050, giga_loss[loss=0.2625, simple_loss=0.3326, pruned_loss=0.09617, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05083, over 161.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3168, pruned_loss=0.08156, over 2474078.28 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07757, over 21890.43 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2876, pruned_loss=0.05408, over 2393197.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.0606, over 7620.40 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.0849, over 2475117.85 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07908, over 23583.85 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 19:59:58,529 INFO [train.py:927] (7/8) Epoch 13, batch 7100, giga_loss[loss=0.2246, simple_loss=0.3096, pruned_loss=0.06976, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03881, over 30.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3157, pruned_loss=0.08054, over 2474090.04 frames. utt_duration=452 frames, utt_pad_proportion=0.07448, over 21964.92 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.0539, over 2395926.94 frames. utt_duration=1264 frames, utt_pad_proportion=0.05916, over 7591.83 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3197, pruned_loss=0.08423, over 2474972.28 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07647, over 23800.23 utterances.], batch size: 30, lr: 2.99e-04
2022-08-28 20:01:42,652 INFO [train.py:927] (7/8) Epoch 13, batch 7150, giga_loss[loss=0.1977, simple_loss=0.2847, pruned_loss=0.05537, over 12323.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03441, over 62.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.079, over 2473976.14 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07568, over 21470.44 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2869, pruned_loss=0.05382, over 2397270.61 frames. utt_duration=1268 frames, utt_pad_proportion=0.05828, over 7574.20 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3179, pruned_loss=0.08245, over 2474846.58 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07755, over 23190.49 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 20:03:26,743 INFO [train.py:927] (7/8) Epoch 13, batch 7200, giga_loss[loss=0.2349, simple_loss=0.3167, pruned_loss=0.07659, over 12432.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03694, over 133.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3132, pruned_loss=0.07836, over 2473522.38 frames. utt_duration=476 frames, utt_pad_proportion=0.07428, over 20848.50 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2873, pruned_loss=0.05385, over 2398402.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.05712, over 7555.09 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.08165, over 2474932.81 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07637, over 22544.48 utterances.], batch size: 133, lr: 2.99e-04
2022-08-28 20:05:11,718 INFO [train.py:927] (7/8) Epoch 13, batch 7250, giga_loss[loss=0.2667, simple_loss=0.3365, pruned_loss=0.09848, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.02984, over 51.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3106, pruned_loss=0.07783, over 2473729.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07591, over 21527.12 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05378, over 2399403.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.0565, over 7535.84 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3136, pruned_loss=0.08083, over 2474964.80 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0777, over 23090.83 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 20:06:55,408 INFO [train.py:927] (7/8) Epoch 13, batch 7300, giga_loss[loss=0.1923, simple_loss=0.2728, pruned_loss=0.05595, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03615, over 33.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3088, pruned_loss=0.07759, over 2473194.02 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08018, over 21923.72 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05381, over 2401312.62 frames. utt_duration=1278 frames, utt_pad_proportion=0.05545, over 7521.78 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3119, pruned_loss=0.08062, over 2474455.76 frames. utt_duration=421.4 frames, utt_pad_proportion=0.0818, over 23570.26 utterances.], batch size: 33, lr: 2.99e-04
2022-08-28 20:08:39,398 INFO [train.py:927] (7/8) Epoch 13, batch 7350, giga_loss[loss=0.1999, simple_loss=0.2975, pruned_loss=0.05112, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03029, over 62.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07507, over 2474122.09 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07794, over 22807.21 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05366, over 2403231.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05432, over 7505.87 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3115, pruned_loss=0.07812, over 2475022.47 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07981, over 24470.09 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 20:10:23,008 INFO [train.py:927] (7/8) Epoch 13, batch 7400, giga_loss[loss=0.2637, simple_loss=0.332, pruned_loss=0.09767, over 12369.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0718, over 212.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07222, over 2474584.14 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07143, over 22801.59 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05372, over 2405005.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05316, over 7488.76 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.31, pruned_loss=0.07515, over 2475603.32 frames. utt_duration=405 frames, utt_pad_proportion=0.07381, over 24540.39 utterances.], batch size: 212, lr: 2.99e-04
2022-08-28 20:12:08,862 INFO [train.py:927] (7/8) Epoch 13, batch 7450, giga_loss[loss=0.1919, simple_loss=0.2934, pruned_loss=0.04522, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03472, over 51.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06837, over 2475292.29 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07125, over 23001.28 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2873, pruned_loss=0.05372, over 2406080.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.0535, over 7511.32 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3066, pruned_loss=0.07091, over 2476073.48 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07314, over 24549.71 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 20:13:53,069 INFO [train.py:927] (7/8) Epoch 13, batch 7500, giga_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05794, over 12376.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06042, over 182.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.304, pruned_loss=0.06679, over 2475245.53 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07054, over 23137.26 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2874, pruned_loss=0.05368, over 2407614.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.05283, over 7524.21 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3061, pruned_loss=0.06917, over 2476047.97 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07242, over 24719.98 utterances.], batch size: 182, lr: 2.99e-04
2022-08-28 20:15:35,583 INFO [train.py:927] (7/8) Epoch 13, batch 7550, giga_loss[loss=0.2006, simple_loss=0.2888, pruned_loss=0.05618, over 12456.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3017, pruned_loss=0.06522, over 2475608.65 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06833, over 23292.58 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05351, over 2408928.91 frames. utt_duration=1286 frames, utt_pad_proportion=0.05205, over 7502.95 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3041, pruned_loss=0.06748, over 2476261.56 frames. utt_duration=400 frames, utt_pad_proportion=0.07022, over 24853.11 utterances.], batch size: 98, lr: 2.99e-04
2022-08-28 20:17:18,627 INFO [train.py:927] (7/8) Epoch 13, batch 7600, giga_loss[loss=0.1917, simple_loss=0.2899, pruned_loss=0.04678, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03627, over 40.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3004, pruned_loss=0.06396, over 2475692.68 frames. utt_duration=413.8 frames, utt_pad_proportion=0.07054, over 24018.87 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.05349, over 2409627.62 frames. utt_duration=1283 frames, utt_pad_proportion=0.05237, over 7520.32 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3026, pruned_loss=0.0659, over 2476444.48 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07187, over 25434.31 utterances.], batch size: 40, lr: 2.98e-04
2022-08-28 20:19:03,471 INFO [train.py:927] (7/8) Epoch 13, batch 7650, giga_loss[loss=0.2033, simple_loss=0.298, pruned_loss=0.05427, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2978, pruned_loss=0.06195, over 2475465.63 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07045, over 23708.71 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05323, over 2411562.33 frames. utt_duration=1288 frames, utt_pad_proportion=0.05138, over 7500.36 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3006, pruned_loss=0.06409, over 2476675.27 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07199, over 25459.71 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 20:20:47,986 INFO [train.py:927] (7/8) Epoch 13, batch 7700, giga_loss[loss=0.2152, simple_loss=0.293, pruned_loss=0.06868, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0707, over 212.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05978, over 2476072.06 frames. utt_duration=412.6 frames, utt_pad_proportion=0.0666, over 24088.66 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.0532, over 2411811.52 frames. utt_duration=1288 frames, utt_pad_proportion=0.05117, over 7498.86 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2968, pruned_loss=0.0615, over 2477087.92 frames. utt_duration=389.4 frames, utt_pad_proportion=0.0681, over 25538.60 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 20:22:32,933 INFO [train.py:927] (7/8) Epoch 13, batch 7750, giga_loss[loss=0.1961, simple_loss=0.287, pruned_loss=0.05262, over 12400.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.04123, over 123.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2932, pruned_loss=0.05897, over 2475927.10 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06958, over 24882.30 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05332, over 2412920.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.05036, over 7495.86 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06035, over 2476895.33 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07087, over 26341.22 utterances.], batch size: 123, lr: 2.98e-04
2022-08-28 20:24:26,225 INFO [train.py:927] (7/8) Epoch 13, batch 7800, giga_loss[loss=0.1969, simple_loss=0.2892, pruned_loss=0.05226, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02816, over 48.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.0585, over 2476090.03 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07376, over 25062.21 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05334, over 2414374.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.04975, over 7489.74 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05968, over 2476965.29 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07484, over 26609.56 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 20:26:34,561 INFO [train.py:927] (7/8) Epoch 13, batch 7850, giga_loss[loss=0.1911, simple_loss=0.2783, pruned_loss=0.05195, over 12372.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2936, pruned_loss=0.05802, over 2476493.13 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07334, over 24980.78 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.0533, over 2415378.98 frames. utt_duration=1294 frames, utt_pad_proportion=0.04918, over 7477.49 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05906, over 2477106.87 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07445, over 26464.79 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:28:30,888 INFO [train.py:927] (7/8) Epoch 13, batch 7900, giga_loss[loss=0.1732, simple_loss=0.2764, pruned_loss=0.03497, over 12340.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03356, over 58.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05698, over 2476858.47 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07444, over 25508.38 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.0535, over 2417254.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.04827, over 7485.04 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05776, over 2477287.94 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07566, over 27151.89 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 20:30:41,418 INFO [train.py:927] (7/8) Epoch 13, batch 7950, giga_loss[loss=0.2057, simple_loss=0.2921, pruned_loss=0.05962, over 12357.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05593, over 2477401.15 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07388, over 24829.08 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05346, over 2418525.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.0518, over 7534.86 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05664, over 2477931.30 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07414, over 26477.24 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 20:32:34,446 INFO [train.py:927] (7/8) Epoch 13, batch 8000, giga_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.0621, over 12372.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2877, pruned_loss=0.05496, over 2477722.79 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0724, over 24640.58 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05333, over 2419900.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.05066, over 7505.18 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.0557, over 2478498.47 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07316, over 26461.76 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 20:34:41,664 INFO [train.py:927] (7/8) Epoch 13, batch 8050, giga_loss[loss=0.1709, simple_loss=0.2526, pruned_loss=0.0446, over 12359.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.05523, over 2476365.99 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07368, over 24728.71 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2869, pruned_loss=0.05352, over 2420897.08 frames. utt_duration=1296 frames, utt_pad_proportion=0.04947, over 7481.32 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2895, pruned_loss=0.05569, over 2477635.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07468, over 26695.32 utterances.], batch size: 352, lr: 2.98e-04
2022-08-28 20:36:48,404 INFO [train.py:927] (7/8) Epoch 13, batch 8100, giga_loss[loss=0.1998, simple_loss=0.2894, pruned_loss=0.05514, over 12262.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.03886, over 51.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05432, over 2476427.34 frames. utt_duration=418 frames, utt_pad_proportion=0.07025, over 23768.55 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05366, over 2422664.23 frames. utt_duration=1277 frames, utt_pad_proportion=0.05471, over 7595.68 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.05459, over 2477587.68 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07018, over 25776.09 utterances.], batch size: 51, lr: 2.98e-04
2022-08-28 20:38:50,805 INFO [train.py:927] (7/8) Epoch 13, batch 8150, giga_loss[loss=0.1881, simple_loss=0.2831, pruned_loss=0.0465, over 12427.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07682, over 213.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2897, pruned_loss=0.05394, over 2476819.05 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06974, over 24442.56 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2871, pruned_loss=0.0536, over 2422959.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.05431, over 7584.73 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2901, pruned_loss=0.05421, over 2477953.97 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06986, over 26179.64 utterances.], batch size: 213, lr: 2.98e-04
2022-08-28 20:40:55,881 INFO [train.py:927] (7/8) Epoch 13, batch 8200, giga_loss[loss=0.1937, simple_loss=0.2921, pruned_loss=0.04763, over 12373.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04643, over 146.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2913, pruned_loss=0.05317, over 2476665.45 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07203, over 24405.54 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.05382, over 2423826.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05734, over 7652.63 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2911, pruned_loss=0.05323, over 2477988.20 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07145, over 26110.54 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:43:03,911 INFO [train.py:927] (7/8) Epoch 13, batch 8250, giga_loss[loss=0.1951, simple_loss=0.3073, pruned_loss=0.04146, over 12365.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03601, over 132.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2916, pruned_loss=0.05331, over 2476829.56 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06947, over 23795.58 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2875, pruned_loss=0.05376, over 2424450.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05671, over 7635.94 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2917, pruned_loss=0.05339, over 2478004.72 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06936, over 25381.47 utterances.], batch size: 132, lr: 2.98e-04
2022-08-28 20:45:36,613 INFO [train.py:927] (7/8) Epoch 13, batch 8300, giga_loss[loss=0.1905, simple_loss=0.2835, pruned_loss=0.04872, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2925, pruned_loss=0.05435, over 2476718.11 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06891, over 23615.35 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05391, over 2425911.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05997, over 7711.56 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2923, pruned_loss=0.05428, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 20:47:46,160 INFO [train.py:927] (7/8) Epoch 13, batch 8350, giga_loss[loss=0.1922, simple_loss=0.2805, pruned_loss=0.05197, over 12406.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03209, over 80.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.29, pruned_loss=0.05355, over 2477082.91 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06988, over 23909.15 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2881, pruned_loss=0.05401, over 2426337.23 frames. utt_duration=1260 frames, utt_pad_proportion=0.05952, over 7714.42 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2898, pruned_loss=0.05342, over 2478172.74 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06931, over 25407.80 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 20:49:50,775 INFO [train.py:927] (7/8) Epoch 13, batch 8400, giga_loss[loss=0.2053, simple_loss=0.2972, pruned_loss=0.05668, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.02906, over 91.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2882, pruned_loss=0.05332, over 2477257.94 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06521, over 22961.52 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.05386, over 2428610.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05731, over 7677.78 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2883, pruned_loss=0.05333, over 2478355.76 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06576, over 24912.47 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:51:53,240 INFO [train.py:927] (7/8) Epoch 13, batch 8450, giga_loss[loss=0.1779, simple_loss=0.261, pruned_loss=0.04734, over 12439.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02089, over 48.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2897, pruned_loss=0.05419, over 2477600.26 frames. utt_duration=426.3 frames, utt_pad_proportion=0.0634, over 23311.53 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2878, pruned_loss=0.05389, over 2430229.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.0559, over 7655.22 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2898, pruned_loss=0.05417, over 2478523.43 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06443, over 25394.26 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 20:53:54,449 INFO [train.py:927] (7/8) Epoch 13, batch 8500, giga_loss[loss=0.1792, simple_loss=0.2662, pruned_loss=0.04612, over 12357.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04282, over 34.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05437, over 2477502.97 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06446, over 23463.99 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2874, pruned_loss=0.05376, over 2430551.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.05511, over 7628.32 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05446, over 2478809.05 frames. utt_duration=391 frames, utt_pad_proportion=0.06544, over 25433.86 utterances.], batch size: 34, lr: 2.98e-04
2022-08-28 20:56:06,670 INFO [train.py:927] (7/8) Epoch 13, batch 8550, giga_loss[loss=0.2027, simple_loss=0.2903, pruned_loss=0.05755, over 12414.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2903, pruned_loss=0.05492, over 2477560.37 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06544, over 23883.51 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2875, pruned_loss=0.05387, over 2431321.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05421, over 7614.76 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2905, pruned_loss=0.05491, over 2478935.45 frames. utt_duration=385 frames, utt_pad_proportion=0.06645, over 25830.64 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 20:58:25,578 INFO [train.py:927] (7/8) Epoch 13, batch 8600, giga_loss[loss=0.1998, simple_loss=0.2859, pruned_loss=0.05683, over 12418.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0492, over 147.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2905, pruned_loss=0.05517, over 2478422.28 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06274, over 23800.92 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2881, pruned_loss=0.05401, over 2432470.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.0532, over 7607.43 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05507, over 2479516.39 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06404, over 25709.83 utterances.], batch size: 147, lr: 2.98e-04
2022-08-28 21:00:31,323 INFO [train.py:927] (7/8) Epoch 13, batch 8650, giga_loss[loss=0.1909, simple_loss=0.2777, pruned_loss=0.05203, over 12392.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2864, pruned_loss=0.05408, over 2478308.18 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06191, over 23854.63 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05391, over 2433609.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05287, over 7616.30 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05409, over 2479407.19 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06316, over 25819.65 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:02:19,227 INFO [train.py:927] (7/8) Epoch 13, batch 8700, giga_loss[loss=0.206, simple_loss=0.2972, pruned_loss=0.05742, over 12349.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02949, over 85.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2864, pruned_loss=0.05419, over 2478112.05 frames. utt_duration=431.6 frames, utt_pad_proportion=0.06073, over 23028.71 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2874, pruned_loss=0.05369, over 2435399.19 frames. utt_duration=1274 frames, utt_pad_proportion=0.05545, over 7655.31 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2868, pruned_loss=0.0544, over 2479190.42 frames. utt_duration=394 frames, utt_pad_proportion=0.06117, over 25244.22 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 21:04:19,691 INFO [train.py:927] (7/8) Epoch 13, batch 8750, libri_loss[loss=0.1571, simple_loss=0.2384, pruned_loss=0.03789, over 12188.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01116, over 29.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.285, pruned_loss=0.05337, over 2477165.08 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06556, over 23365.34 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05363, over 2436543.80 frames. utt_duration=1279 frames, utt_pad_proportion=0.05374, over 7629.27 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2852, pruned_loss=0.05363, over 2478550.06 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06609, over 25769.00 utterances.], batch size: 29, lr: 2.98e-04
2022-08-28 21:06:33,914 INFO [train.py:927] (7/8) Epoch 13, batch 8800, giga_loss[loss=0.1864, simple_loss=0.2709, pruned_loss=0.05097, over 12441.00 frames. utt_duration=508.5 frames, utt_pad_proportion=0.03699, over 98.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2842, pruned_loss=0.05288, over 2476697.38 frames. utt_duration=434.1 frames, utt_pad_proportion=0.06135, over 22886.27 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2873, pruned_loss=0.05355, over 2437414.75 frames. utt_duration=1282 frames, utt_pad_proportion=0.05287, over 7612.88 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2844, pruned_loss=0.05313, over 2477918.12 frames. utt_duration=395 frames, utt_pad_proportion=0.06243, over 25166.35 utterances.], batch size: 98, lr: 2.98e-04
2022-08-28 21:08:42,871 INFO [train.py:927] (7/8) Epoch 13, batch 8850, giga_loss[loss=0.1897, simple_loss=0.2782, pruned_loss=0.05057, over 12387.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2844, pruned_loss=0.05293, over 2476802.45 frames. utt_duration=438.8 frames, utt_pad_proportion=0.05932, over 22638.95 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05347, over 2438338.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.05168, over 7599.60 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2847, pruned_loss=0.05318, over 2477997.67 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06076, over 24894.98 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 21:10:42,175 INFO [train.py:927] (7/8) Epoch 13, batch 8900, giga_loss[loss=0.1662, simple_loss=0.2629, pruned_loss=0.03471, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05636, over 182.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.284, pruned_loss=0.05336, over 2477429.29 frames. utt_duration=420 frames, utt_pad_proportion=0.06127, over 23659.93 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.287, pruned_loss=0.0534, over 2439058.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05113, over 7595.69 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2843, pruned_loss=0.05362, over 2478246.14 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06242, over 25654.53 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:12:38,926 INFO [train.py:927] (7/8) Epoch 13, batch 8950, giga_loss[loss=0.192, simple_loss=0.2925, pruned_loss=0.04576, over 12467.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02935, over 122.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2847, pruned_loss=0.05274, over 2477606.68 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06098, over 23295.76 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2869, pruned_loss=0.05354, over 2440088.47 frames. utt_duration=1280 frames, utt_pad_proportion=0.05411, over 7634.42 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05283, over 2478516.64 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06134, over 25362.28 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:14:40,612 INFO [train.py:927] (7/8) Epoch 13, batch 9000, giga_loss[loss=0.2112, simple_loss=0.2927, pruned_loss=0.06483, over 12389.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.05731, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05294, over 2477594.27 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06069, over 23797.10 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05345, over 2440212.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.05351, over 7616.99 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05309, over 2478698.96 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06118, over 25655.83 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:14:40,613 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 21:14:55,179 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1801, simple_loss=0.2937, pruned_loss=0.03325, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 21:16:55,710 INFO [train.py:927] (7/8) Epoch 13, batch 9050, giga_loss[loss=0.2027, simple_loss=0.2882, pruned_loss=0.05862, over 12386.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06798, over 212.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.05281, over 2477443.72 frames. utt_duration=417.8 frames, utt_pad_proportion=0.05913, over 23785.53 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2871, pruned_loss=0.05353, over 2440610.17 frames. utt_duration=1283 frames, utt_pad_proportion=0.05319, over 7620.79 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.05286, over 2478459.88 frames. utt_duration=390.4 frames, utt_pad_proportion=0.05973, over 25472.16 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 21:18:55,788 INFO [train.py:927] (7/8) Epoch 13, batch 9100, giga_loss[loss=0.209, simple_loss=0.295, pruned_loss=0.06154, over 12399.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05285, over 2477033.47 frames. utt_duration=427.6 frames, utt_pad_proportion=0.05789, over 23235.40 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.0535, over 2441300.86 frames. utt_duration=1290 frames, utt_pad_proportion=0.05165, over 7576.64 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05286, over 2478533.75 frames. utt_duration=394.4 frames, utt_pad_proportion=0.05894, over 25213.62 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:20:59,368 INFO [train.py:927] (7/8) Epoch 13, batch 9150, giga_loss[loss=0.215, simple_loss=0.3041, pruned_loss=0.06291, over 12472.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0244, over 122.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05322, over 2477392.48 frames. utt_duration=426.1 frames, utt_pad_proportion=0.0571, over 23321.58 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05334, over 2442333.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.05032, over 7555.88 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05335, over 2478797.92 frames. utt_duration=391.1 frames, utt_pad_proportion=0.05844, over 25432.02 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:23:00,204 INFO [train.py:927] (7/8) Epoch 13, batch 9200, giga_loss[loss=0.1806, simple_loss=0.2783, pruned_loss=0.04149, over 12436.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03282, over 75.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2866, pruned_loss=0.05389, over 2477647.33 frames. utt_duration=410 frames, utt_pad_proportion=0.06199, over 24245.33 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05316, over 2442636.40 frames. utt_duration=1297 frames, utt_pad_proportion=0.04977, over 7544.65 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2871, pruned_loss=0.05416, over 2478941.54 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06286, over 26144.18 utterances.], batch size: 75, lr: 2.98e-04
2022-08-28 21:24:53,431 INFO [train.py:927] (7/8) Epoch 13, batch 9250, giga_loss[loss=0.1735, simple_loss=0.2699, pruned_loss=0.03856, over 12337.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02753, over 66.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2888, pruned_loss=0.05471, over 2477015.90 frames. utt_duration=407.5 frames, utt_pad_proportion=0.0623, over 24387.19 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05312, over 2442831.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04908, over 7526.37 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2893, pruned_loss=0.05498, over 2478666.61 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06326, over 26318.27 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 21:27:12,714 INFO [train.py:927] (7/8) Epoch 13, batch 9300, giga_loss[loss=0.1749, simple_loss=0.2677, pruned_loss=0.04103, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02681, over 42.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2882, pruned_loss=0.05442, over 2476736.26 frames. utt_duration=401.5 frames, utt_pad_proportion=0.0665, over 24747.45 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05322, over 2443626.98 frames. utt_duration=1303 frames, utt_pad_proportion=0.04849, over 7510.36 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2887, pruned_loss=0.05457, over 2478100.03 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06724, over 26682.97 utterances.], batch size: 42, lr: 2.98e-04
2022-08-28 21:29:10,597 INFO [train.py:927] (7/8) Epoch 13, batch 9350, giga_loss[loss=0.1964, simple_loss=0.2771, pruned_loss=0.05779, over 12411.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09731, over 256.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2875, pruned_loss=0.054, over 2477196.24 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06349, over 24604.23 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.286, pruned_loss=0.05321, over 2443821.60 frames. utt_duration=1305 frames, utt_pad_proportion=0.04816, over 7497.30 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.288, pruned_loss=0.05413, over 2478413.28 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06438, over 26288.44 utterances.], batch size: 256, lr: 2.98e-04
2022-08-28 21:31:17,858 INFO [train.py:927] (7/8) Epoch 13, batch 9400, giga_loss[loss=0.178, simple_loss=0.262, pruned_loss=0.04697, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02487, over 48.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2871, pruned_loss=0.05425, over 2477666.94 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06437, over 25054.63 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05329, over 2444462.55 frames. utt_duration=1308 frames, utt_pad_proportion=0.04738, over 7484.46 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.0543, over 2478639.11 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0653, over 26725.21 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 21:33:13,375 INFO [train.py:927] (7/8) Epoch 13, batch 9450, giga_loss[loss=0.1779, simple_loss=0.2781, pruned_loss=0.03883, over 12416.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05355, over 2477385.92 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06529, over 24385.37 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2872, pruned_loss=0.0534, over 2445357.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.0564, over 7629.87 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.05353, over 2478383.45 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06402, over 26130.95 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:35:12,528 INFO [train.py:927] (7/8) Epoch 13, batch 9500, giga_loss[loss=0.1785, simple_loss=0.2731, pruned_loss=0.04196, over 12462.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03304, over 40.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2877, pruned_loss=0.05282, over 2477843.51 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06476, over 23414.14 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05352, over 2446104.90 frames. utt_duration=1284 frames, utt_pad_proportion=0.05547, over 7630.96 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.287, pruned_loss=0.0527, over 2478679.59 frames. utt_duration=395 frames, utt_pad_proportion=0.06405, over 25177.78 utterances.], batch size: 40, lr: 2.98e-04
2022-08-28 21:37:17,945 INFO [train.py:927] (7/8) Epoch 13, batch 9550, giga_loss[loss=0.209, simple_loss=0.3167, pruned_loss=0.0506, over 12343.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0282, over 66.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2874, pruned_loss=0.05191, over 2477597.75 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06613, over 23702.15 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05341, over 2446322.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.05526, over 7624.80 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.05191, over 2478202.63 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06556, over 25153.56 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 21:39:22,462 INFO [train.py:927] (7/8) Epoch 13, batch 9600, giga_loss[loss=0.1918, simple_loss=0.2868, pruned_loss=0.04844, over 12401.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2868, pruned_loss=0.05166, over 2476952.95 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06707, over 24021.63 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05343, over 2446449.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.0538, over 7587.42 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2864, pruned_loss=0.05158, over 2478307.17 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06702, over 25745.25 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 21:41:34,955 INFO [train.py:927] (7/8) Epoch 13, batch 9650, giga_loss[loss=0.1917, simple_loss=0.2869, pruned_loss=0.04823, over 12376.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02844, over 91.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2875, pruned_loss=0.05174, over 2477326.67 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06477, over 23963.73 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05336, over 2446624.35 frames. utt_duration=1295 frames, utt_pad_proportion=0.05321, over 7568.72 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2874, pruned_loss=0.0517, over 2478646.53 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06505, over 25547.77 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 21:43:54,241 INFO [train.py:927] (7/8) Epoch 13, batch 9700, giga_loss[loss=0.1835, simple_loss=0.2764, pruned_loss=0.04532, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02738, over 42.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2895, pruned_loss=0.05235, over 2476633.06 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0644, over 23243.66 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05344, over 2446733.17 frames. utt_duration=1299 frames, utt_pad_proportion=0.05234, over 7543.69 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2892, pruned_loss=0.05223, over 2478289.71 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06494, over 24897.07 utterances.], batch size: 42, lr: 2.98e-04
2022-08-28 21:46:11,987 INFO [train.py:927] (7/8) Epoch 13, batch 9750, giga_loss[loss=0.1727, simple_loss=0.2694, pruned_loss=0.038, over 12424.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2882, pruned_loss=0.05212, over 2475918.98 frames. utt_duration=441.8 frames, utt_pad_proportion=0.0637, over 22478.45 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2875, pruned_loss=0.05332, over 2447997.78 frames. utt_duration=1303 frames, utt_pad_proportion=0.05069, over 7524.14 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2879, pruned_loss=0.0521, over 2477164.39 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06475, over 24378.16 utterances.], batch size: 75, lr: 2.97e-04
2022-08-28 21:48:15,741 INFO [train.py:927] (7/8) Epoch 13, batch 9800, giga_loss[loss=0.1994, simple_loss=0.2878, pruned_loss=0.05552, over 12385.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03302, over 122.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.287, pruned_loss=0.05159, over 2476550.98 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06558, over 23272.80 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2875, pruned_loss=0.05333, over 2448225.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.05049, over 7522.52 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2868, pruned_loss=0.05157, over 2477451.48 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06634, over 24827.26 utterances.], batch size: 122, lr: 2.97e-04
2022-08-28 21:50:13,006 INFO [train.py:927] (7/8) Epoch 13, batch 9850, giga_loss[loss=0.2145, simple_loss=0.3079, pruned_loss=0.06054, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2882, pruned_loss=0.05235, over 2476602.23 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06578, over 23362.82 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05344, over 2448729.66 frames. utt_duration=1306 frames, utt_pad_proportion=0.04932, over 7508.00 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.288, pruned_loss=0.05219, over 2477614.25 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06684, over 25072.77 utterances.], batch size: 85, lr: 2.97e-04
2022-08-28 21:52:03,383 INFO [train.py:927] (7/8) Epoch 13, batch 9900, giga_loss[loss=0.1853, simple_loss=0.2781, pruned_loss=0.04625, over 12343.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02996, over 85.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2871, pruned_loss=0.05215, over 2477090.35 frames. utt_duration=415 frames, utt_pad_proportion=0.06987, over 23947.04 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05341, over 2449426.03 frames. utt_duration=1291 frames, utt_pad_proportion=0.05341, over 7595.86 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.05203, over 2477894.74 frames. utt_duration=388.4 frames, utt_pad_proportion=0.0695, over 25596.00 utterances.], batch size: 85, lr: 2.97e-04
2022-08-28 21:53:56,476 INFO [train.py:927] (7/8) Epoch 13, batch 9950, giga_loss[loss=0.2251, simple_loss=0.3157, pruned_loss=0.0672, over 12381.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05368, over 2477183.19 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07042, over 24735.53 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.288, pruned_loss=0.05366, over 2449748.41 frames. utt_duration=1288 frames, utt_pad_proportion=0.05333, over 7618.68 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05335, over 2478037.34 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07024, over 26334.06 utterances.], batch size: 51, lr: 2.97e-04
2022-08-28 21:55:38,321 INFO [train.py:927] (7/8) Epoch 13, batch 10000, giga_loss[loss=0.2059, simple_loss=0.2949, pruned_loss=0.05842, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0385, over 28.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2942, pruned_loss=0.05674, over 2476173.88 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07033, over 23957.76 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05346, over 2449962.09 frames. utt_duration=1292 frames, utt_pad_proportion=0.05265, over 7591.56 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2943, pruned_loss=0.05666, over 2477134.75 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07042, over 25536.43 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 21:57:21,696 INFO [train.py:927] (7/8) Epoch 13, batch 10050, giga_loss[loss=0.1853, simple_loss=0.2715, pruned_loss=0.04952, over 12338.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.04134, over 31.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2954, pruned_loss=0.05763, over 2475918.29 frames. utt_duration=447.2 frames, utt_pad_proportion=0.06917, over 22211.06 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2883, pruned_loss=0.05385, over 2450410.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05649, over 7678.50 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2949, pruned_loss=0.05732, over 2477011.24 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06826, over 23816.83 utterances.], batch size: 31, lr: 2.97e-04
2022-08-28 21:59:03,612 INFO [train.py:927] (7/8) Epoch 13, batch 10100, giga_loss[loss=0.2149, simple_loss=0.2885, pruned_loss=0.07067, over 12362.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07601, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2908, pruned_loss=0.05631, over 2475946.97 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06883, over 21276.00 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2888, pruned_loss=0.05398, over 2451052.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.05603, over 7698.71 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05602, over 2476912.85 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06843, over 22938.27 utterances.], batch size: 212, lr: 2.97e-04
2022-08-28 22:00:46,880 INFO [train.py:927] (7/8) Epoch 13, batch 10150, giga_loss[loss=0.1503, simple_loss=0.2388, pruned_loss=0.03089, over 12458.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2819, pruned_loss=0.05337, over 2476068.12 frames. utt_duration=476 frames, utt_pad_proportion=0.06901, over 20864.82 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2885, pruned_loss=0.0538, over 2451145.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.05563, over 7684.74 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2816, pruned_loss=0.05331, over 2476971.01 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06883, over 22304.32 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:02:29,391 INFO [train.py:927] (7/8) Epoch 13, batch 10200, giga_loss[loss=0.1904, simple_loss=0.2724, pruned_loss=0.05426, over 12393.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2758, pruned_loss=0.05128, over 2475525.11 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06946, over 20455.75 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2885, pruned_loss=0.05371, over 2451415.44 frames. utt_duration=1282 frames, utt_pad_proportion=0.05516, over 7660.55 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2754, pruned_loss=0.05129, over 2476336.86 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0695, over 21800.91 utterances.], batch size: 80, lr: 2.97e-04
2022-08-28 22:04:09,066 INFO [train.py:927] (7/8) Epoch 13, batch 10250, giga_loss[loss=0.1435, simple_loss=0.2268, pruned_loss=0.03013, over 12114.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.0311, over 30.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2714, pruned_loss=0.04985, over 2475658.21 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06516, over 19734.48 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2887, pruned_loss=0.05386, over 2452180.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05384, over 7650.90 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2704, pruned_loss=0.04966, over 2476284.31 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06599, over 21146.36 utterances.], batch size: 30, lr: 2.97e-04
2022-08-28 22:05:56,489 INFO [train.py:927] (7/8) Epoch 13, batch 10300, giga_loss[loss=0.1583, simple_loss=0.2433, pruned_loss=0.03664, over 12448.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03222, over 92.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2668, pruned_loss=0.04787, over 2475540.60 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06585, over 19482.65 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05355, over 2452879.31 frames. utt_duration=1289 frames, utt_pad_proportion=0.05241, over 7622.04 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2659, pruned_loss=0.04781, over 2476278.66 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06718, over 21111.71 utterances.], batch size: 92, lr: 2.97e-04
2022-08-28 22:07:40,422 INFO [train.py:927] (7/8) Epoch 13, batch 10350, giga_loss[loss=0.1574, simple_loss=0.2266, pruned_loss=0.04405, over 12150.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.02943, over 28.00 utterances.], tot_loss[loss=0.177, simple_loss=0.2617, pruned_loss=0.04614, over 2474598.95 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06595, over 19158.82 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05348, over 2452932.02 frames. utt_duration=1293 frames, utt_pad_proportion=0.0514, over 7599.75 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2606, pruned_loss=0.04601, over 2475639.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06748, over 20743.53 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:09:21,086 INFO [train.py:927] (7/8) Epoch 13, batch 10400, giga_loss[loss=0.1818, simple_loss=0.2534, pruned_loss=0.05513, over 12396.00 frames. utt_duration=190.7 frames, utt_pad_proportion=0.117, over 262.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2581, pruned_loss=0.04496, over 2473947.80 frames. utt_duration=520 frames, utt_pad_proportion=0.06323, over 19082.25 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.05355, over 2453106.79 frames. utt_duration=1296 frames, utt_pad_proportion=0.05021, over 7577.99 utterances.], giga_tot_loss[loss=0.1727, simple_loss=0.2563, pruned_loss=0.04456, over 2475213.91 frames. utt_duration=480 frames, utt_pad_proportion=0.06515, over 20690.71 utterances.], batch size: 262, lr: 2.97e-04
2022-08-28 22:11:04,391 INFO [train.py:927] (7/8) Epoch 13, batch 10450, giga_loss[loss=0.2155, simple_loss=0.3091, pruned_loss=0.06091, over 12360.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.1751, simple_loss=0.259, pruned_loss=0.04558, over 2474371.38 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06045, over 19167.98 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.05354, over 2453183.25 frames. utt_duration=1297 frames, utt_pad_proportion=0.05002, over 7573.10 utterances.], giga_tot_loss[loss=0.174, simple_loss=0.2575, pruned_loss=0.04523, over 2475383.57 frames. utt_duration=485 frames, utt_pad_proportion=0.06222, over 20475.71 utterances.], batch size: 97, lr: 2.97e-04
2022-08-28 22:12:49,648 INFO [train.py:927] (7/8) Epoch 13, batch 10500, giga_loss[loss=0.1873, simple_loss=0.2787, pruned_loss=0.04799, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03593, over 28.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2697, pruned_loss=0.05012, over 2474462.05 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06034, over 18739.83 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2882, pruned_loss=0.05367, over 2453921.00 frames. utt_duration=1296 frames, utt_pad_proportion=0.0497, over 7584.77 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2678, pruned_loss=0.0496, over 2475078.16 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06197, over 20028.81 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:14:30,060 INFO [train.py:927] (7/8) Epoch 13, batch 10550, giga_loss[loss=0.2098, simple_loss=0.3041, pruned_loss=0.0578, over 12420.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04213, over 146.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2774, pruned_loss=0.05313, over 2474114.61 frames. utt_duration=506 frames, utt_pad_proportion=0.06622, over 19617.16 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2879, pruned_loss=0.05351, over 2454354.47 frames. utt_duration=1300 frames, utt_pad_proportion=0.04855, over 7563.42 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2758, pruned_loss=0.05281, over 2474794.68 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06758, over 20977.23 utterances.], batch size: 146, lr: 2.97e-04
2022-08-28 22:16:10,938 INFO [train.py:927] (7/8) Epoch 13, batch 10600, giga_loss[loss=0.2116, simple_loss=0.3031, pruned_loss=0.06, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2822, pruned_loss=0.05477, over 2474233.58 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06892, over 19868.89 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.0534, over 2455088.96 frames. utt_duration=1300 frames, utt_pad_proportion=0.04742, over 7560.46 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2807, pruned_loss=0.05462, over 2474643.37 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07043, over 21292.44 utterances.], batch size: 162, lr: 2.97e-04
2022-08-28 22:17:49,951 INFO [train.py:927] (7/8) Epoch 13, batch 10650, giga_loss[loss=0.1954, simple_loss=0.2813, pruned_loss=0.05469, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04209, over 34.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2861, pruned_loss=0.0569, over 2473929.65 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06951, over 19860.02 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2876, pruned_loss=0.05324, over 2455249.11 frames. utt_duration=1302 frames, utt_pad_proportion=0.0468, over 7549.45 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2851, pruned_loss=0.05697, over 2474452.25 frames. utt_duration=468 frames, utt_pad_proportion=0.07099, over 21215.62 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:19:33,995 INFO [train.py:927] (7/8) Epoch 13, batch 10700, giga_loss[loss=0.245, simple_loss=0.3258, pruned_loss=0.08208, over 12373.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2904, pruned_loss=0.05854, over 2473223.60 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06383, over 18884.84 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2877, pruned_loss=0.05328, over 2455241.78 frames. utt_duration=1301 frames, utt_pad_proportion=0.04625, over 7559.75 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2895, pruned_loss=0.05864, over 2474024.19 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06578, over 20207.65 utterances.], batch size: 182, lr: 2.97e-04
2022-08-28 22:21:16,026 INFO [train.py:927] (7/8) Epoch 13, batch 10750, libri_loss[loss=0.1804, simple_loss=0.2656, pruned_loss=0.04758, over 12465.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005501, over 32.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2931, pruned_loss=0.05957, over 2472706.37 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07097, over 18788.47 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.0532, over 2456048.65 frames. utt_duration=1294 frames, utt_pad_proportion=0.04911, over 7599.03 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2929, pruned_loss=0.05998, over 2473317.02 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07161, over 20304.85 utterances.], batch size: 32, lr: 2.97e-04
2022-08-28 22:22:58,157 INFO [train.py:927] (7/8) Epoch 13, batch 10800, giga_loss[loss=0.2015, simple_loss=0.2971, pruned_loss=0.05296, over 12409.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2949, pruned_loss=0.05916, over 2473025.54 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06948, over 18286.89 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05309, over 2456189.88 frames. utt_duration=1295 frames, utt_pad_proportion=0.04864, over 7597.12 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05967, over 2473599.33 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07041, over 19634.92 utterances.], batch size: 146, lr: 2.97e-04
2022-08-28 22:24:43,617 INFO [train.py:927] (7/8) Epoch 13, batch 10850, giga_loss[loss=0.2113, simple_loss=0.3044, pruned_loss=0.05912, over 12413.00 frames. utt_duration=513.4 frames, utt_pad_proportion=0.02767, over 97.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2949, pruned_loss=0.05812, over 2473349.15 frames. utt_duration=574.7 frames, utt_pad_proportion=0.067, over 17258.92 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05311, over 2456744.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.04838, over 7619.93 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2951, pruned_loss=0.05868, over 2473840.35 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06834, over 18648.71 utterances.], batch size: 97, lr: 2.97e-04
2022-08-28 22:26:27,598 INFO [train.py:927] (7/8) Epoch 13, batch 10900, giga_loss[loss=0.2734, simple_loss=0.3449, pruned_loss=0.1009, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.298, pruned_loss=0.0616, over 2473440.90 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06607, over 17687.25 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2872, pruned_loss=0.05317, over 2456928.39 frames. utt_duration=1292 frames, utt_pad_proportion=0.04785, over 7614.64 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.06207, over 2473876.50 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06743, over 18914.79 utterances.], batch size: 133, lr: 2.97e-04
2022-08-28 22:28:12,674 INFO [train.py:927] (7/8) Epoch 13, batch 10950, libri_loss[loss=0.2158, simple_loss=0.3129, pruned_loss=0.05937, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006446, over 36.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2975, pruned_loss=0.06234, over 2473157.96 frames. utt_duration=573.4 frames, utt_pad_proportion=0.0665, over 17298.21 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2866, pruned_loss=0.05287, over 2457455.25 frames. utt_duration=1302 frames, utt_pad_proportion=0.04647, over 7556.19 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2987, pruned_loss=0.06336, over 2473703.49 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06839, over 18755.80 utterances.], batch size: 36, lr: 2.97e-04
2022-08-28 22:29:53,926 INFO [train.py:927] (7/8) Epoch 13, batch 11000, giga_loss[loss=0.1968, simple_loss=0.2781, pruned_loss=0.05771, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03054, over 42.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2964, pruned_loss=0.06238, over 2472648.61 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06604, over 17529.02 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.053, over 2457369.09 frames. utt_duration=1305 frames, utt_pad_proportion=0.04527, over 7539.98 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2978, pruned_loss=0.06345, over 2473739.30 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06832, over 19086.21 utterances.], batch size: 42, lr: 2.97e-04
2022-08-28 22:31:35,823 INFO [train.py:927] (7/8) Epoch 13, batch 11050, giga_loss[loss=0.2123, simple_loss=0.2947, pruned_loss=0.06497, over 12395.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2951, pruned_loss=0.06174, over 2473224.52 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06783, over 17813.46 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05277, over 2457353.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04465, over 7512.36 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2969, pruned_loss=0.06296, over 2474396.44 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06983, over 19260.15 utterances.], batch size: 58, lr: 2.97e-04
2022-08-28 22:33:19,972 INFO [train.py:927] (7/8) Epoch 13, batch 11100, giga_loss[loss=0.1999, simple_loss=0.2795, pruned_loss=0.06017, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.0751, over 212.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.0607, over 2473465.60 frames. utt_duration=532.3 frames, utt_pad_proportion=0.07666, over 18638.56 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2858, pruned_loss=0.05267, over 2457907.86 frames. utt_duration=1308 frames, utt_pad_proportion=0.0448, over 7523.23 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06192, over 2474186.17 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07775, over 19969.44 utterances.], batch size: 212, lr: 2.97e-04
2022-08-28 22:35:02,804 INFO [train.py:927] (7/8) Epoch 13, batch 11150, libri_loss[loss=0.229, simple_loss=0.3196, pruned_loss=0.06922, over 12406.00 frames. utt_duration=425.6 frames, utt_pad_proportion=0.335, over 117.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2886, pruned_loss=0.05938, over 2473851.46 frames. utt_duration=526.4 frames, utt_pad_proportion=0.07685, over 18851.82 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05278, over 2458279.20 frames. utt_duration=1297 frames, utt_pad_proportion=0.04846, over 7592.70 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2899, pruned_loss=0.0605, over 2474659.79 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07677, over 20253.93 utterances.], batch size: 117, lr: 2.97e-04
2022-08-28 22:36:46,191 INFO [train.py:927] (7/8) Epoch 13, batch 11200, giga_loss[loss=0.2007, simple_loss=0.2891, pruned_loss=0.05612, over 12322.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02903, over 79.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2875, pruned_loss=0.05881, over 2473483.85 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0794, over 19177.97 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.05281, over 2458376.49 frames. utt_duration=1288 frames, utt_pad_proportion=0.05228, over 7646.25 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2887, pruned_loss=0.0599, over 2474531.29 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07838, over 20610.41 utterances.], batch size: 79, lr: 2.97e-04
2022-08-28 22:38:23,469 INFO [train.py:927] (7/8) Epoch 13, batch 11250, giga_loss[loss=0.1738, simple_loss=0.2528, pruned_loss=0.04735, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04318, over 33.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2865, pruned_loss=0.05862, over 2473264.26 frames. utt_duration=531.3 frames, utt_pad_proportion=0.0744, over 18671.99 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2856, pruned_loss=0.0527, over 2458380.78 frames. utt_duration=1291 frames, utt_pad_proportion=0.05151, over 7623.49 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2879, pruned_loss=0.05969, over 2474375.00 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0743, over 20039.30 utterances.], batch size: 33, lr: 2.97e-04
2022-08-28 22:40:07,965 INFO [train.py:927] (7/8) Epoch 13, batch 11300, giga_loss[loss=0.2012, simple_loss=0.287, pruned_loss=0.0577, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02481, over 54.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2834, pruned_loss=0.05761, over 2473151.09 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06841, over 17482.09 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2854, pruned_loss=0.05263, over 2458412.84 frames. utt_duration=1295 frames, utt_pad_proportion=0.05084, over 7605.18 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2847, pruned_loss=0.05863, over 2474274.52 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06907, over 18775.60 utterances.], batch size: 54, lr: 2.97e-04
2022-08-28 22:41:53,058 INFO [train.py:927] (7/8) Epoch 13, batch 11350, giga_loss[loss=0.1979, simple_loss=0.2822, pruned_loss=0.05678, over 12406.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05751, over 182.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.28, pruned_loss=0.05586, over 2472904.58 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06288, over 16877.49 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2856, pruned_loss=0.05267, over 2458683.47 frames. utt_duration=1294 frames, utt_pad_proportion=0.05062, over 7609.47 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2808, pruned_loss=0.05676, over 2473963.19 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06405, over 18167.53 utterances.], batch size: 182, lr: 2.97e-04
2022-08-28 22:43:34,429 INFO [train.py:927] (7/8) Epoch 13, batch 11400, giga_loss[loss=0.1739, simple_loss=0.2514, pruned_loss=0.04815, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2777, pruned_loss=0.0551, over 2472766.40 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06251, over 16513.69 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05286, over 2458838.41 frames. utt_duration=1281 frames, utt_pad_proportion=0.05416, over 7687.55 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.278, pruned_loss=0.05573, over 2473862.52 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06229, over 17721.67 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:45:17,684 INFO [train.py:927] (7/8) Epoch 13, batch 11450, giga_loss[loss=0.1933, simple_loss=0.2693, pruned_loss=0.05859, over 12401.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03484, over 80.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2754, pruned_loss=0.05415, over 2473534.04 frames. utt_duration=621.5 frames, utt_pad_proportion=0.06034, over 15958.02 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05316, over 2459529.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05298, over 7692.55 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2748, pruned_loss=0.05444, over 2474230.05 frames. utt_duration=577 frames, utt_pad_proportion=0.06092, over 17196.76 utterances.], batch size: 80, lr: 2.97e-04
2022-08-28 22:47:00,956 INFO [train.py:927] (7/8) Epoch 13, batch 11500, libri_loss[loss=0.1846, simple_loss=0.2825, pruned_loss=0.04338, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006298, over 33.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2733, pruned_loss=0.05349, over 2473588.08 frames. utt_duration=646.9 frames, utt_pad_proportion=0.0554, over 15329.52 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05302, over 2459945.67 frames. utt_duration=1285 frames, utt_pad_proportion=0.05155, over 7666.76 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2724, pruned_loss=0.05386, over 2474220.44 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05689, over 16605.55 utterances.], batch size: 33, lr: 2.97e-04
2022-08-28 22:48:46,918 INFO [train.py:927] (7/8) Epoch 13, batch 11550, giga_loss[loss=0.1743, simple_loss=0.2572, pruned_loss=0.04569, over 12283.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03793, over 51.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2764, pruned_loss=0.05538, over 2473790.76 frames. utt_duration=620.4 frames, utt_pad_proportion=0.05707, over 15988.34 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05324, over 2460376.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05508, over 7753.96 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2752, pruned_loss=0.05549, over 2474089.05 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05674, over 17026.98 utterances.], batch size: 51, lr: 2.97e-04
2022-08-28 22:50:32,098 INFO [train.py:927] (7/8) Epoch 13, batch 11600, giga_loss[loss=0.1953, simple_loss=0.2821, pruned_loss=0.05427, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02508, over 48.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2826, pruned_loss=0.05904, over 2474103.16 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05875, over 16616.96 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05317, over 2460760.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05447, over 7734.77 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2817, pruned_loss=0.05923, over 2474173.06 frames. utt_duration=565 frames, utt_pad_proportion=0.05863, over 17561.68 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:52:18,759 INFO [train.py:927] (7/8) Epoch 13, batch 11650, giga_loss[loss=0.2277, simple_loss=0.3129, pruned_loss=0.07126, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2879, pruned_loss=0.0607, over 2474280.60 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06237, over 17428.74 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05311, over 2460762.78 frames. utt_duration=1276 frames, utt_pad_proportion=0.05377, over 7725.07 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2871, pruned_loss=0.06102, over 2474570.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06242, over 18350.50 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 22:54:02,120 INFO [train.py:927] (7/8) Epoch 13, batch 11700, giga_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06197, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02522, over 45.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2956, pruned_loss=0.06455, over 2474424.30 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06364, over 18063.10 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.05332, over 2461182.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.05745, over 7795.87 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2948, pruned_loss=0.06474, over 2474452.25 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06227, over 18860.88 utterances.], batch size: 45, lr: 2.97e-04
2022-08-28 22:55:43,640 INFO [train.py:927] (7/8) Epoch 13, batch 11750, giga_loss[loss=0.1741, simple_loss=0.2711, pruned_loss=0.03857, over 12444.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03144, over 80.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2951, pruned_loss=0.06284, over 2474421.33 frames. utt_duration=545 frames, utt_pad_proportion=0.06282, over 18212.18 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05327, over 2461260.89 frames. utt_duration=1263 frames, utt_pad_proportion=0.05724, over 7801.65 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2949, pruned_loss=0.06333, over 2474712.57 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06193, over 19129.88 utterances.], batch size: 80, lr: 2.97e-04
2022-08-28 22:57:25,146 INFO [train.py:927] (7/8) Epoch 13, batch 11800, libri_loss[loss=0.2143, simple_loss=0.3078, pruned_loss=0.06035, over 12235.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006227, over 34.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2939, pruned_loss=0.06165, over 2473779.57 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06777, over 17928.55 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.0532, over 2461399.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.05569, over 7769.07 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.294, pruned_loss=0.06238, over 2474293.26 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06742, over 19011.07 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:59:09,382 INFO [train.py:927] (7/8) Epoch 13, batch 11850, giga_loss[loss=0.2212, simple_loss=0.3137, pruned_loss=0.06438, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.294, pruned_loss=0.06127, over 2473273.75 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06833, over 17935.90 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05286, over 2461879.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05436, over 7720.90 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.295, pruned_loss=0.06241, over 2473638.24 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06865, over 19170.41 utterances.], batch size: 75, lr: 2.97e-04
2022-08-28 23:00:55,112 INFO [train.py:927] (7/8) Epoch 13, batch 11900, giga_loss[loss=0.2225, simple_loss=0.3044, pruned_loss=0.07031, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2959, pruned_loss=0.06248, over 2473051.46 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06379, over 17853.62 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05288, over 2462060.65 frames. utt_duration=1277 frames, utt_pad_proportion=0.05334, over 7718.94 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06359, over 2473431.14 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06478, over 19075.70 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 23:02:38,727 INFO [train.py:927] (7/8) Epoch 13, batch 11950, giga_loss[loss=0.2011, simple_loss=0.2925, pruned_loss=0.0549, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02728, over 54.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2978, pruned_loss=0.06383, over 2472663.43 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05972, over 17524.74 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05299, over 2461780.91 frames. utt_duration=1278 frames, utt_pad_proportion=0.05292, over 7713.24 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.06474, over 2473363.03 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06094, over 18630.57 utterances.], batch size: 54, lr: 2.96e-04
2022-08-28 23:04:23,081 INFO [train.py:927] (7/8) Epoch 13, batch 12000, giga_loss[loss=0.2123, simple_loss=0.2889, pruned_loss=0.06787, over 12340.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1981, over 366.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2985, pruned_loss=0.06396, over 2472173.19 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06105, over 16966.73 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.053, over 2461299.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.05218, over 7684.17 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2992, pruned_loss=0.06487, over 2473346.48 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06231, over 18039.42 utterances.], batch size: 366, lr: 2.96e-04
2022-08-28 23:04:23,083 INFO [train.py:958] (7/8) Computing validation loss
2022-08-28 23:04:36,922 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1823, simple_loss=0.2878, pruned_loss=0.03838, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 23:06:20,290 INFO [train.py:927] (7/8) Epoch 13, batch 12050, giga_loss[loss=0.227, simple_loss=0.3035, pruned_loss=0.07529, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2998, pruned_loss=0.06427, over 2472240.26 frames. utt_duration=613.2 frames, utt_pad_proportion=0.05918, over 16166.97 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2864, pruned_loss=0.05306, over 2461379.98 frames. utt_duration=1284 frames, utt_pad_proportion=0.05155, over 7673.95 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3005, pruned_loss=0.06508, over 2473228.87 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06061, over 17140.63 utterances.], batch size: 37, lr: 2.96e-04
2022-08-28 23:08:03,938 INFO [train.py:927] (7/8) Epoch 13, batch 12100, giga_loss[loss=0.1926, simple_loss=0.2839, pruned_loss=0.05061, over 12364.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03453, over 104.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2994, pruned_loss=0.06491, over 2471345.17 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05843, over 15685.74 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05298, over 2461175.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.05109, over 7655.97 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3002, pruned_loss=0.06578, over 2472455.93 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05985, over 16581.89 utterances.], batch size: 104, lr: 2.96e-04
2022-08-28 23:09:44,410 INFO [train.py:927] (7/8) Epoch 13, batch 12150, giga_loss[loss=0.1966, simple_loss=0.2885, pruned_loss=0.05229, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2996, pruned_loss=0.06514, over 2472034.70 frames. utt_duration=644.3 frames, utt_pad_proportion=0.05457, over 15382.52 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05319, over 2461491.23 frames. utt_duration=1289 frames, utt_pad_proportion=0.05054, over 7649.16 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3001, pruned_loss=0.0658, over 2472768.97 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05617, over 16204.02 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:11:25,331 INFO [train.py:927] (7/8) Epoch 13, batch 12200, giga_loss[loss=0.2293, simple_loss=0.313, pruned_loss=0.07274, over 12382.00 frames. utt_duration=234 frames, utt_pad_proportion=0.0788, over 213.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2998, pruned_loss=0.0655, over 2472355.57 frames. utt_duration=633 frames, utt_pad_proportion=0.05786, over 15660.15 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05322, over 2462254.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.04928, over 7630.76 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3009, pruned_loss=0.0664, over 2472590.10 frames. utt_duration=597.6 frames, utt_pad_proportion=0.0596, over 16592.49 utterances.], batch size: 213, lr: 2.96e-04
2022-08-28 23:13:07,757 INFO [train.py:927] (7/8) Epoch 13, batch 12250, giga_loss[loss=0.2349, simple_loss=0.3092, pruned_loss=0.08031, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03412, over 40.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3, pruned_loss=0.06582, over 2473528.76 frames. utt_duration=622 frames, utt_pad_proportion=0.06409, over 15945.47 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05344, over 2462819.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05785, over 7786.95 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3008, pruned_loss=0.06653, over 2473405.09 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06179, over 16686.19 utterances.], batch size: 40, lr: 2.96e-04
2022-08-28 23:14:53,908 INFO [train.py:927] (7/8) Epoch 13, batch 12300, giga_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.05629, over 12464.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.02895, over 55.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2984, pruned_loss=0.06497, over 2472738.19 frames. utt_duration=646.6 frames, utt_pad_proportion=0.06306, over 15332.70 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05341, over 2462873.24 frames. utt_duration=1268 frames, utt_pad_proportion=0.05729, over 7776.26 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2992, pruned_loss=0.06572, over 2472731.18 frames. utt_duration=618.4 frames, utt_pad_proportion=0.06148, over 16032.85 utterances.], batch size: 55, lr: 2.96e-04
2022-08-28 23:16:32,416 INFO [train.py:927] (7/8) Epoch 13, batch 12350, giga_loss[loss=0.2125, simple_loss=0.3021, pruned_loss=0.06143, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03388, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06486, over 2472530.11 frames. utt_duration=622.4 frames, utt_pad_proportion=0.06403, over 15929.49 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05331, over 2463090.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05665, over 7756.70 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2979, pruned_loss=0.06571, over 2472445.92 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06308, over 16611.63 utterances.], batch size: 62, lr: 2.96e-04
2022-08-28 23:18:17,444 INFO [train.py:927] (7/8) Epoch 13, batch 12400, giga_loss[loss=0.2057, simple_loss=0.2847, pruned_loss=0.06337, over 12468.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03468, over 43.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2942, pruned_loss=0.06353, over 2472529.02 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05969, over 16052.00 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05332, over 2463447.21 frames. utt_duration=1275 frames, utt_pad_proportion=0.05601, over 7740.40 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2948, pruned_loss=0.06434, over 2472277.10 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0594, over 16711.03 utterances.], batch size: 43, lr: 2.96e-04
2022-08-28 23:19:57,789 INFO [train.py:927] (7/8) Epoch 13, batch 12450, giga_loss[loss=0.1769, simple_loss=0.2592, pruned_loss=0.04725, over 12298.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02546, over 54.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.06207, over 2472789.91 frames. utt_duration=628.4 frames, utt_pad_proportion=0.05582, over 15777.84 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2871, pruned_loss=0.05357, over 2463847.50 frames. utt_duration=1276 frames, utt_pad_proportion=0.05531, over 7734.32 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2912, pruned_loss=0.06263, over 2472367.64 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05601, over 16406.61 utterances.], batch size: 54, lr: 2.96e-04
2022-08-28 23:21:39,403 INFO [train.py:927] (7/8) Epoch 13, batch 12500, giga_loss[loss=0.1714, simple_loss=0.2541, pruned_loss=0.04436, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03661, over 26.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2883, pruned_loss=0.0607, over 2472410.85 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05924, over 16205.15 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.0537, over 2463899.58 frames. utt_duration=1272 frames, utt_pad_proportion=0.0556, over 7759.00 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2885, pruned_loss=0.06114, over 2472159.56 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0592, over 16795.48 utterances.], batch size: 26, lr: 2.96e-04
2022-08-28 23:23:23,484 INFO [train.py:927] (7/8) Epoch 13, batch 12550, libri_loss[loss=0.2754, simple_loss=0.3688, pruned_loss=0.091, over 12418.00 frames. utt_duration=437.2 frames, utt_pad_proportion=0.3169, over 114.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2893, pruned_loss=0.06035, over 2473529.75 frames. utt_duration=603 frames, utt_pad_proportion=0.06048, over 16448.06 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2877, pruned_loss=0.05403, over 2464347.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05915, over 7848.82 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.289, pruned_loss=0.06055, over 2473171.14 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05884, over 17062.28 utterances.], batch size: 114, lr: 2.96e-04
2022-08-28 23:25:05,398 INFO [train.py:927] (7/8) Epoch 13, batch 12600, giga_loss[loss=0.2054, simple_loss=0.291, pruned_loss=0.05989, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2899, pruned_loss=0.05996, over 2473271.68 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05876, over 16604.81 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2877, pruned_loss=0.05411, over 2464173.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05847, over 7802.15 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2897, pruned_loss=0.06019, over 2473319.52 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0578, over 17324.24 utterances.], batch size: 86, lr: 2.96e-04
2022-08-28 23:26:42,154 INFO [train.py:927] (7/8) Epoch 13, batch 12650, giga_loss[loss=0.1824, simple_loss=0.2685, pruned_loss=0.04811, over 12168.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03248, over 36.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2893, pruned_loss=0.0591, over 2473321.50 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0598, over 17121.03 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2878, pruned_loss=0.05435, over 2464549.49 frames. utt_duration=1269 frames, utt_pad_proportion=0.05715, over 7780.39 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.289, pruned_loss=0.05921, over 2473260.11 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05959, over 17974.62 utterances.], batch size: 36, lr: 2.96e-04
2022-08-28 23:28:27,144 INFO [train.py:927] (7/8) Epoch 13, batch 12700, giga_loss[loss=0.1845, simple_loss=0.2754, pruned_loss=0.04679, over 12407.00 frames. utt_duration=974.6 frames, utt_pad_proportion=0.02924, over 51.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2899, pruned_loss=0.05914, over 2473874.83 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05818, over 17275.60 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.288, pruned_loss=0.0545, over 2464856.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.05718, over 7800.00 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2895, pruned_loss=0.0592, over 2473756.99 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0581, over 18155.04 utterances.], batch size: 51, lr: 2.96e-04
2022-08-28 23:30:04,446 INFO [train.py:927] (7/8) Epoch 13, batch 12750, giga_loss[loss=0.2203, simple_loss=0.2942, pruned_loss=0.07319, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03749, over 37.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2897, pruned_loss=0.05888, over 2473886.06 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06367, over 17227.66 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2885, pruned_loss=0.05472, over 2465104.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.057, over 7821.69 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.289, pruned_loss=0.0588, over 2473730.56 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06341, over 18068.51 utterances.], batch size: 37, lr: 2.96e-04
2022-08-28 23:31:42,808 INFO [train.py:927] (7/8) Epoch 13, batch 12800, libri_loss[loss=0.2146, simple_loss=0.2925, pruned_loss=0.0683, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00636, over 35.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2924, pruned_loss=0.05995, over 2474424.46 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06174, over 16882.12 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2888, pruned_loss=0.05507, over 2465287.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05628, over 7827.17 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2917, pruned_loss=0.05967, over 2474323.23 frames. utt_duration=559 frames, utt_pad_proportion=0.06193, over 17753.70 utterances.], batch size: 35, lr: 2.96e-04
2022-08-28 23:33:23,617 INFO [train.py:927] (7/8) Epoch 13, batch 12850, giga_loss[loss=0.1935, simple_loss=0.2812, pruned_loss=0.0529, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.0433, over 31.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2931, pruned_loss=0.06019, over 2474587.46 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05858, over 16535.18 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2892, pruned_loss=0.05531, over 2465466.92 frames. utt_duration=1262 frames, utt_pad_proportion=0.05544, over 7822.69 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2922, pruned_loss=0.05984, over 2474516.04 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05925, over 17399.77 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:35:04,024 INFO [train.py:927] (7/8) Epoch 13, batch 12900, giga_loss[loss=0.1839, simple_loss=0.2663, pruned_loss=0.05077, over 12251.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03148, over 45.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2922, pruned_loss=0.05984, over 2474344.36 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05481, over 15803.43 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05542, over 2465461.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05507, over 7818.51 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2913, pruned_loss=0.0595, over 2474371.77 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05569, over 16563.37 utterances.], batch size: 45, lr: 2.96e-04
2022-08-28 23:36:42,883 INFO [train.py:927] (7/8) Epoch 13, batch 12950, giga_loss[loss=0.2069, simple_loss=0.2913, pruned_loss=0.06127, over 12433.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04115, over 146.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2899, pruned_loss=0.05908, over 2473637.68 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05418, over 15770.05 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2895, pruned_loss=0.05555, over 2465219.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.05466, over 7820.75 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2892, pruned_loss=0.05881, over 2474094.99 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05505, over 16585.04 utterances.], batch size: 146, lr: 2.96e-04
2022-08-28 23:38:24,716 INFO [train.py:927] (7/8) Epoch 13, batch 13000, giga_loss[loss=0.2049, simple_loss=0.3028, pruned_loss=0.05351, over 12388.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2907, pruned_loss=0.05881, over 2473924.02 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05546, over 16695.43 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05578, over 2465401.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.05406, over 7822.41 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2899, pruned_loss=0.05843, over 2474249.42 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05632, over 17449.14 utterances.], batch size: 182, lr: 2.96e-04
2022-08-28 23:40:01,606 INFO [train.py:927] (7/8) Epoch 13, batch 13050, libri_loss[loss=0.1985, simple_loss=0.2808, pruned_loss=0.05812, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00698, over 31.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2913, pruned_loss=0.05921, over 2474220.81 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06035, over 17089.76 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05646, over 2465862.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06153, over 7953.82 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2902, pruned_loss=0.0584, over 2474459.17 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05779, over 18008.63 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:41:39,350 INFO [train.py:927] (7/8) Epoch 13, batch 13100, giga_loss[loss=0.2277, simple_loss=0.3029, pruned_loss=0.07622, over 12395.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2898, pruned_loss=0.05928, over 2475302.39 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05711, over 17151.26 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2898, pruned_loss=0.0565, over 2466159.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0605, over 7915.40 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2894, pruned_loss=0.05865, over 2475412.29 frames. utt_duration=547.9 frames, utt_pad_proportion=0.0556, over 18122.79 utterances.], batch size: 183, lr: 2.96e-04
2022-08-28 23:43:20,830 INFO [train.py:927] (7/8) Epoch 13, batch 13150, giga_loss[loss=0.1421, simple_loss=0.2219, pruned_loss=0.03117, over 12402.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04477, over 26.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2882, pruned_loss=0.05977, over 2475309.24 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05897, over 16832.71 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05733, over 2466496.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.0641, over 8028.43 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2868, pruned_loss=0.05862, over 2475392.61 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05613, over 17804.10 utterances.], batch size: 26, lr: 2.96e-04
2022-08-28 23:45:00,762 INFO [train.py:927] (7/8) Epoch 13, batch 13200, giga_loss[loss=0.2081, simple_loss=0.2946, pruned_loss=0.0608, over 12460.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0316, over 92.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2869, pruned_loss=0.05943, over 2475189.05 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06134, over 17701.73 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05744, over 2466428.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06307, over 8013.94 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2857, pruned_loss=0.05845, over 2475503.08 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05944, over 18661.25 utterances.], batch size: 92, lr: 2.96e-04
2022-08-28 23:46:39,149 INFO [train.py:927] (7/8) Epoch 13, batch 13250, giga_loss[loss=0.1871, simple_loss=0.2759, pruned_loss=0.04911, over 12443.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2832, pruned_loss=0.05766, over 2475467.54 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05724, over 17331.41 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05764, over 2466401.38 frames. utt_duration=1234 frames, utt_pad_proportion=0.0621, over 8005.75 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2819, pruned_loss=0.05672, over 2475881.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05624, over 18272.96 utterances.], batch size: 98, lr: 2.96e-04
2022-08-28 23:48:18,803 INFO [train.py:927] (7/8) Epoch 13, batch 13300, giga_loss[loss=0.1759, simple_loss=0.2541, pruned_loss=0.04883, over 12216.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03925, over 28.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2819, pruned_loss=0.05735, over 2475149.25 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05927, over 17572.46 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05766, over 2466544.14 frames. utt_duration=1237 frames, utt_pad_proportion=0.06144, over 7987.71 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2809, pruned_loss=0.05658, over 2475475.30 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05867, over 18464.52 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:50:00,243 INFO [train.py:927] (7/8) Epoch 13, batch 13350, libri_loss[loss=0.208, simple_loss=0.2854, pruned_loss=0.06532, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006776, over 33.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2839, pruned_loss=0.05786, over 2474709.29 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05828, over 17365.18 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05773, over 2466605.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.06011, over 7946.67 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2831, pruned_loss=0.05717, over 2475117.84 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05834, over 18379.68 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:51:39,550 INFO [train.py:927] (7/8) Epoch 13, batch 13400, giga_loss[loss=0.2099, simple_loss=0.2945, pruned_loss=0.06261, over 12371.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2874, pruned_loss=0.05919, over 2475398.63 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06109, over 18146.45 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.291, pruned_loss=0.0579, over 2466683.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.05997, over 7952.94 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2865, pruned_loss=0.0585, over 2475684.17 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06106, over 18980.80 utterances.], batch size: 122, lr: 2.96e-04
2022-08-28 23:53:22,724 INFO [train.py:927] (7/8) Epoch 13, batch 13450, giga_loss[loss=0.1933, simple_loss=0.2862, pruned_loss=0.05019, over 12390.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02967, over 58.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2934, pruned_loss=0.06298, over 2475266.67 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05992, over 18242.98 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2917, pruned_loss=0.05828, over 2466742.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.05958, over 7956.38 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2921, pruned_loss=0.0621, over 2475531.61 frames. utt_duration=523 frames, utt_pad_proportion=0.0601, over 18987.50 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:54:59,754 INFO [train.py:927] (7/8) Epoch 13, batch 13500, giga_loss[loss=0.2485, simple_loss=0.3343, pruned_loss=0.08137, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.298, pruned_loss=0.06582, over 2475656.10 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05895, over 17710.08 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2915, pruned_loss=0.05856, over 2467373.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.05756, over 7918.49 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2973, pruned_loss=0.06514, over 2475676.55 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05998, over 18826.48 utterances.], batch size: 86, lr: 2.96e-04
2022-08-28 23:56:40,511 INFO [train.py:927] (7/8) Epoch 13, batch 13550, giga_loss[loss=0.3395, simple_loss=0.3874, pruned_loss=0.1458, over 12422.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.08025, over 214.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.305, pruned_loss=0.07106, over 2475505.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05982, over 18283.15 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2917, pruned_loss=0.05876, over 2467822.33 frames. utt_duration=1252 frames, utt_pad_proportion=0.05622, over 7893.24 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3045, pruned_loss=0.07058, over 2475330.64 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06107, over 19460.11 utterances.], batch size: 214, lr: 2.96e-04
2022-08-28 23:58:24,553 INFO [train.py:927] (7/8) Epoch 13, batch 13600, giga_loss[loss=0.2174, simple_loss=0.3057, pruned_loss=0.06455, over 12390.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3093, pruned_loss=0.07375, over 2474925.62 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06029, over 18011.54 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2919, pruned_loss=0.05893, over 2467868.62 frames. utt_duration=1249 frames, utt_pad_proportion=0.056, over 7909.98 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3092, pruned_loss=0.07361, over 2474939.27 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06141, over 19226.06 utterances.], batch size: 70, lr: 2.96e-04
2022-08-29 00:00:10,208 INFO [train.py:927] (7/8) Epoch 13, batch 13650, giga_loss[loss=0.2844, simple_loss=0.3501, pruned_loss=0.1094, over 12394.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3129, pruned_loss=0.07747, over 2474270.53 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06488, over 18718.32 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2911, pruned_loss=0.05874, over 2467691.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.05503, over 7868.19 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3141, pruned_loss=0.07795, over 2474620.45 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06591, over 20006.33 utterances.], batch size: 183, lr: 2.96e-04
2022-08-29 00:01:56,149 INFO [train.py:927] (7/8) Epoch 13, batch 13700, giga_loss[loss=0.2698, simple_loss=0.365, pruned_loss=0.08723, over 12359.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02657, over 66.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3197, pruned_loss=0.08333, over 2474355.47 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07695, over 20708.86 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2913, pruned_loss=0.05895, over 2467696.81 frames. utt_duration=1258 frames, utt_pad_proportion=0.05418, over 7854.92 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3209, pruned_loss=0.08394, over 2474735.76 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07748, over 21964.99 utterances.], batch size: 66, lr: 2.96e-04
2022-08-29 00:03:42,471 INFO [train.py:927] (7/8) Epoch 13, batch 13750, giga_loss[loss=0.2522, simple_loss=0.3213, pruned_loss=0.0916, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03365, over 80.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.0849, over 2474644.68 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08449, over 21590.16 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05888, over 2468010.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05374, over 7841.08 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3218, pruned_loss=0.08578, over 2474753.42 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08473, over 22769.70 utterances.], batch size: 80, lr: 2.96e-04
2022-08-29 00:05:26,294 INFO [train.py:927] (7/8) Epoch 13, batch 13800, giga_loss[loss=0.2543, simple_loss=0.3372, pruned_loss=0.0857, over 12411.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08519, over 2473851.78 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08758, over 21635.97 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2913, pruned_loss=0.05928, over 2468023.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.0572, over 7897.05 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3226, pruned_loss=0.08627, over 2474091.97 frames. utt_duration=433.3 frames, utt_pad_proportion=0.087, over 22918.55 utterances.], batch size: 133, lr: 2.96e-04
2022-08-29 00:07:10,728 INFO [train.py:927] (7/8) Epoch 13, batch 13850, giga_loss[loss=0.2593, simple_loss=0.3274, pruned_loss=0.09561, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03576, over 40.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3231, pruned_loss=0.08624, over 2473536.84 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08509, over 22161.89 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2914, pruned_loss=0.05949, over 2467670.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.05655, over 7879.69 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.08725, over 2474141.95 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08508, over 23381.58 utterances.], batch size: 40, lr: 2.96e-04
2022-08-29 00:08:59,548 INFO [train.py:927] (7/8) Epoch 13, batch 13900, giga_loss[loss=0.2196, simple_loss=0.31, pruned_loss=0.06463, over 12379.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3208, pruned_loss=0.08396, over 2473548.78 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08676, over 22585.35 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2914, pruned_loss=0.05979, over 2467674.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05573, over 7856.29 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3227, pruned_loss=0.08496, over 2474120.74 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08713, over 23843.97 utterances.], batch size: 91, lr: 2.96e-04
2022-08-29 00:10:46,040 INFO [train.py:927] (7/8) Epoch 13, batch 13950, giga_loss[loss=0.2599, simple_loss=0.3383, pruned_loss=0.0907, over 12418.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06281, over 183.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3185, pruned_loss=0.08111, over 2474119.79 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08078, over 21925.14 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2914, pruned_loss=0.05983, over 2467540.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.05558, over 7860.74 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3207, pruned_loss=0.08237, over 2474827.67 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08165, over 23246.84 utterances.], batch size: 183, lr: 2.96e-04
2022-08-29 00:12:28,320 INFO [train.py:927] (7/8) Epoch 13, batch 14000, libri_loss[loss=0.2389, simple_loss=0.3104, pruned_loss=0.0837, over 12460.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009625, over 39.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3159, pruned_loss=0.07935, over 2474349.95 frames. utt_duration=461 frames, utt_pad_proportion=0.07658, over 21536.28 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2914, pruned_loss=0.06011, over 2467819.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05463, over 7861.23 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3187, pruned_loss=0.08095, over 2474925.82 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07819, over 23192.43 utterances.], batch size: 39, lr: 2.96e-04
2022-08-29 00:14:12,200 INFO [train.py:927] (7/8) Epoch 13, batch 14050, giga_loss[loss=0.2309, simple_loss=0.3081, pruned_loss=0.07682, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3157, pruned_loss=0.0793, over 2473657.76 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07172, over 20832.46 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2911, pruned_loss=0.06, over 2467470.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05372, over 7837.82 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3187, pruned_loss=0.08104, over 2474542.02 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07378, over 22448.50 utterances.], batch size: 45, lr: 2.96e-04
2022-08-29 00:16:01,779 INFO [train.py:927] (7/8) Epoch 13, batch 14100, giga_loss[loss=0.2357, simple_loss=0.3221, pruned_loss=0.07463, over 12391.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06456, over 183.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3145, pruned_loss=0.07691, over 2473873.33 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0681, over 20027.29 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2907, pruned_loss=0.05996, over 2467541.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05256, over 7796.22 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3178, pruned_loss=0.07883, over 2474681.29 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07058, over 21694.87 utterances.], batch size: 183, lr: 2.96e-04
2022-08-29 00:17:48,583 INFO [train.py:927] (7/8) Epoch 13, batch 14150, giga_loss[loss=0.2704, simple_loss=0.335, pruned_loss=0.1029, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.315, pruned_loss=0.07639, over 2474390.48 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06702, over 19794.45 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2906, pruned_loss=0.06001, over 2467551.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.05208, over 7780.41 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.07807, over 2475087.78 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06931, over 21284.96 utterances.], batch size: 212, lr: 2.96e-04
2022-08-29 00:19:35,721 INFO [train.py:927] (7/8) Epoch 13, batch 14200, giga_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.07486, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03511, over 43.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3135, pruned_loss=0.07577, over 2474153.50 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06838, over 19682.50 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2901, pruned_loss=0.06001, over 2467023.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05103, over 7739.75 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3171, pruned_loss=0.07769, over 2475411.68 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07058, over 21331.53 utterances.], batch size: 43, lr: 2.95e-04
2022-08-29 00:21:25,902 INFO [train.py:927] (7/8) Epoch 13, batch 14250, giga_loss[loss=0.2868, simple_loss=0.346, pruned_loss=0.1138, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3121, pruned_loss=0.07605, over 2474171.86 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06921, over 19725.55 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2903, pruned_loss=0.06008, over 2467209.93 frames. utt_duration=1278 frames, utt_pad_proportion=0.05045, over 7730.51 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3154, pruned_loss=0.07788, over 2475180.21 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07118, over 21315.48 utterances.], batch size: 258, lr: 2.95e-04
2022-08-29 00:23:15,485 INFO [train.py:927] (7/8) Epoch 13, batch 14300, giga_loss[loss=0.2143, simple_loss=0.3113, pruned_loss=0.05863, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07575, over 2473240.53 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07464, over 20056.61 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2903, pruned_loss=0.06034, over 2466973.68 frames. utt_duration=1268 frames, utt_pad_proportion=0.05403, over 7790.77 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3153, pruned_loss=0.07741, over 2474415.75 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07503, over 21602.58 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:25:00,085 INFO [train.py:927] (7/8) Epoch 13, batch 14350, giga_loss[loss=0.2193, simple_loss=0.2931, pruned_loss=0.07269, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0309, over 39.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07477, over 2473576.25 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07526, over 19873.62 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.29, pruned_loss=0.06037, over 2467151.76 frames. utt_duration=1273 frames, utt_pad_proportion=0.05329, over 7763.09 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.314, pruned_loss=0.07633, over 2474451.62 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07589, over 21340.35 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:26:44,103 INFO [train.py:927] (7/8) Epoch 13, batch 14400, giga_loss[loss=0.194, simple_loss=0.2765, pruned_loss=0.05581, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07421, over 2473919.13 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06951, over 19165.33 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2901, pruned_loss=0.06062, over 2467157.77 frames. utt_duration=1276 frames, utt_pad_proportion=0.05253, over 7743.97 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3121, pruned_loss=0.07547, over 2474725.99 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07075, over 20551.12 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:28:29,369 INFO [train.py:927] (7/8) Epoch 13, batch 14450, giga_loss[loss=0.2263, simple_loss=0.299, pruned_loss=0.07677, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3084, pruned_loss=0.0744, over 2474186.45 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06864, over 18884.44 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2905, pruned_loss=0.06082, over 2467496.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05188, over 7744.22 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.07554, over 2474702.13 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07009, over 20240.53 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 00:30:13,490 INFO [train.py:927] (7/8) Epoch 13, batch 14500, giga_loss[loss=0.2167, simple_loss=0.2993, pruned_loss=0.06707, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03742, over 40.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.307, pruned_loss=0.07397, over 2474363.08 frames. utt_duration=511.9 frames, utt_pad_proportion=0.07114, over 19389.12 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.291, pruned_loss=0.0611, over 2467840.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.05119, over 7751.87 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3089, pruned_loss=0.075, over 2474624.46 frames. utt_duration=478 frames, utt_pad_proportion=0.07252, over 20771.48 utterances.], batch size: 40, lr: 2.95e-04
2022-08-29 00:31:57,647 INFO [train.py:927] (7/8) Epoch 13, batch 14550, giga_loss[loss=0.1845, simple_loss=0.2681, pruned_loss=0.05044, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02976, over 45.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07463, over 2474436.48 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07059, over 19948.14 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2909, pruned_loss=0.06106, over 2467734.74 frames. utt_duration=1276 frames, utt_pad_proportion=0.05101, over 7744.11 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3098, pruned_loss=0.07553, over 2474766.78 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07177, over 21091.38 utterances.], batch size: 45, lr: 2.95e-04
2022-08-29 00:33:38,115 INFO [train.py:927] (7/8) Epoch 13, batch 14600, giga_loss[loss=0.2138, simple_loss=0.3058, pruned_loss=0.06092, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03943, over 113.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3081, pruned_loss=0.074, over 2474449.42 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06612, over 19518.32 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2908, pruned_loss=0.06115, over 2467558.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05145, over 7753.09 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07479, over 2474937.50 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06723, over 20562.44 utterances.], batch size: 113, lr: 2.95e-04
2022-08-29 00:35:21,926 INFO [train.py:927] (7/8) Epoch 13, batch 14650, giga_loss[loss=0.206, simple_loss=0.2958, pruned_loss=0.05812, over 12403.00 frames. utt_duration=578.2 frames, utt_pad_proportion=0.03946, over 86.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.07641, over 2474788.84 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06909, over 20713.42 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2911, pruned_loss=0.06124, over 2467421.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05103, over 7746.57 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3125, pruned_loss=0.07708, over 2475352.86 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06997, over 21644.46 utterances.], batch size: 86, lr: 2.95e-04
2022-08-29 00:37:05,147 INFO [train.py:927] (7/8) Epoch 13, batch 14700, giga_loss[loss=0.3512, simple_loss=0.3956, pruned_loss=0.1534, over 12390.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3131, pruned_loss=0.07838, over 2475457.72 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07517, over 21492.51 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2922, pruned_loss=0.06153, over 2467329.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.05087, over 7756.35 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3133, pruned_loss=0.07885, over 2476070.89 frames. utt_duration=444 frames, utt_pad_proportion=0.07575, over 22381.94 utterances.], batch size: 259, lr: 2.95e-04
2022-08-29 00:38:50,826 INFO [train.py:927] (7/8) Epoch 13, batch 14750, giga_loss[loss=0.2208, simple_loss=0.3009, pruned_loss=0.07036, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03901, over 123.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3119, pruned_loss=0.0782, over 2475225.03 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07126, over 20584.15 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2922, pruned_loss=0.06173, over 2467381.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.0498, over 7731.95 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07885, over 2475877.05 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07245, over 21681.19 utterances.], batch size: 123, lr: 2.95e-04
2022-08-29 00:40:34,746 INFO [train.py:927] (7/8) Epoch 13, batch 14800, giga_loss[loss=0.2108, simple_loss=0.3031, pruned_loss=0.05928, over 12328.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03466, over 58.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07784, over 2474153.21 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07242, over 20547.82 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2924, pruned_loss=0.06187, over 2467530.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.05322, over 7800.63 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3128, pruned_loss=0.07847, over 2474621.81 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07246, over 21525.27 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 00:42:20,889 INFO [train.py:927] (7/8) Epoch 13, batch 14850, giga_loss[loss=0.2305, simple_loss=0.3066, pruned_loss=0.07719, over 12364.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02983, over 85.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3093, pruned_loss=0.07548, over 2473947.48 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07073, over 20303.06 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2921, pruned_loss=0.06179, over 2467342.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05275, over 7789.76 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07623, over 2474565.32 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07105, over 21242.71 utterances.], batch size: 85, lr: 2.95e-04
2022-08-29 00:44:06,143 INFO [train.py:927] (7/8) Epoch 13, batch 14900, giga_loss[loss=0.2139, simple_loss=0.2878, pruned_loss=0.06999, over 12362.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03062, over 104.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3079, pruned_loss=0.07546, over 2474341.92 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06984, over 20526.13 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2918, pruned_loss=0.06163, over 2466768.37 frames. utt_duration=1273 frames, utt_pad_proportion=0.05179, over 7757.28 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3094, pruned_loss=0.07651, over 2475536.41 frames. utt_duration=460 frames, utt_pad_proportion=0.07056, over 21593.60 utterances.], batch size: 104, lr: 2.95e-04
2022-08-29 00:45:54,294 INFO [train.py:927] (7/8) Epoch 13, batch 14950, giga_loss[loss=0.2339, simple_loss=0.3299, pruned_loss=0.06899, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02646, over 48.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3116, pruned_loss=0.07643, over 2473969.56 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06503, over 19874.77 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2919, pruned_loss=0.06155, over 2466482.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.05116, over 7726.33 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.313, pruned_loss=0.07756, over 2475278.15 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06614, over 20957.99 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:47:40,073 INFO [train.py:927] (7/8) Epoch 13, batch 15000, giga_loss[loss=0.2446, simple_loss=0.3209, pruned_loss=0.08416, over 12344.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3151, pruned_loss=0.0774, over 2473849.51 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06771, over 20084.33 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2917, pruned_loss=0.06154, over 2466525.92 frames. utt_duration=1280 frames, utt_pad_proportion=0.05077, over 7716.08 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3165, pruned_loss=0.07841, over 2474903.26 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06862, over 21045.27 utterances.], batch size: 66, lr: 2.95e-04
2022-08-29 00:47:40,074 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 00:47:54,531 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1814, simple_loss=0.292, pruned_loss=0.0354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 00:49:41,888 INFO [train.py:927] (7/8) Epoch 13, batch 15050, giga_loss[loss=0.2709, simple_loss=0.3333, pruned_loss=0.1042, over 12361.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02995, over 85.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.317, pruned_loss=0.07927, over 2473990.93 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06739, over 20320.62 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2926, pruned_loss=0.06237, over 2466963.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.0492, over 7698.59 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3181, pruned_loss=0.07994, over 2474738.76 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06887, over 21569.01 utterances.], batch size: 85, lr: 2.95e-04
2022-08-29 00:51:23,722 INFO [train.py:927] (7/8) Epoch 13, batch 15100, giga_loss[loss=0.2089, simple_loss=0.2874, pruned_loss=0.06523, over 12376.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03017, over 85.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3155, pruned_loss=0.07883, over 2474199.65 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06276, over 19297.56 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2927, pruned_loss=0.06264, over 2466839.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.0493, over 7706.55 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3169, pruned_loss=0.07957, over 2475104.32 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0644, over 20608.20 utterances.], batch size: 85, lr: 2.95e-04
2022-08-29 00:53:04,917 INFO [train.py:927] (7/8) Epoch 13, batch 15150, giga_loss[loss=0.2012, simple_loss=0.2918, pruned_loss=0.05536, over 12381.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.07776, over 2474170.16 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05987, over 19357.78 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.06256, over 2466837.20 frames. utt_duration=1283 frames, utt_pad_proportion=0.04891, over 7698.49 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3147, pruned_loss=0.07856, over 2474947.86 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06148, over 20500.48 utterances.], batch size: 66, lr: 2.95e-04
2022-08-29 00:54:47,447 INFO [train.py:927] (7/8) Epoch 13, batch 15200, giga_loss[loss=0.2299, simple_loss=0.2966, pruned_loss=0.08154, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03402, over 39.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07794, over 2473987.55 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06254, over 19228.67 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2925, pruned_loss=0.06274, over 2466604.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.04811, over 7677.33 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07889, over 2475048.14 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06411, over 20532.87 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:56:31,435 INFO [train.py:927] (7/8) Epoch 13, batch 15250, giga_loss[loss=0.2111, simple_loss=0.2948, pruned_loss=0.06372, over 12377.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0518, over 34.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3109, pruned_loss=0.07814, over 2474001.18 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06527, over 19579.93 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2922, pruned_loss=0.06276, over 2466616.63 frames. utt_duration=1290 frames, utt_pad_proportion=0.04764, over 7658.31 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3128, pruned_loss=0.07907, over 2474926.10 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06655, over 20782.53 utterances.], batch size: 34, lr: 2.95e-04
2022-08-29 00:58:14,604 INFO [train.py:927] (7/8) Epoch 13, batch 15300, giga_loss[loss=0.2565, simple_loss=0.3327, pruned_loss=0.09014, over 12394.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3115, pruned_loss=0.07783, over 2474357.81 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06652, over 19391.39 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2926, pruned_loss=0.06306, over 2466599.24 frames. utt_duration=1277 frames, utt_pad_proportion=0.05147, over 7733.36 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.07871, over 2475304.65 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06646, over 20608.11 utterances.], batch size: 146, lr: 2.95e-04
2022-08-29 01:00:00,585 INFO [train.py:927] (7/8) Epoch 13, batch 15350, giga_loss[loss=0.259, simple_loss=0.3222, pruned_loss=0.09794, over 12461.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03293, over 86.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3124, pruned_loss=0.079, over 2474337.36 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0718, over 20033.97 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2926, pruned_loss=0.06324, over 2466308.77 frames. utt_duration=1281 frames, utt_pad_proportion=0.05047, over 7711.64 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3143, pruned_loss=0.07994, over 2475527.43 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07198, over 21345.29 utterances.], batch size: 86, lr: 2.95e-04
2022-08-29 01:01:45,410 INFO [train.py:927] (7/8) Epoch 13, batch 15400, giga_loss[loss=0.2303, simple_loss=0.3157, pruned_loss=0.07245, over 12322.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 85.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3144, pruned_loss=0.07883, over 2473899.78 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07366, over 20490.34 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2929, pruned_loss=0.06346, over 2466601.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.0508, over 7738.68 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3159, pruned_loss=0.07959, over 2474693.01 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07372, over 21661.73 utterances.], batch size: 85, lr: 2.95e-04
2022-08-29 01:03:28,696 INFO [train.py:927] (7/8) Epoch 13, batch 15450, giga_loss[loss=0.2396, simple_loss=0.3287, pruned_loss=0.07526, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02885, over 45.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3179, pruned_loss=0.08057, over 2473224.63 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07408, over 20638.76 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2929, pruned_loss=0.06351, over 2466618.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04968, over 7708.84 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3197, pruned_loss=0.08157, over 2474033.13 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07468, over 21958.29 utterances.], batch size: 45, lr: 2.95e-04
2022-08-29 01:05:11,403 INFO [train.py:927] (7/8) Epoch 13, batch 15500, giga_loss[loss=0.2569, simple_loss=0.3341, pruned_loss=0.08984, over 12423.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05162, over 162.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3198, pruned_loss=0.08238, over 2474326.62 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07353, over 20895.34 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.293, pruned_loss=0.06374, over 2466681.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.04909, over 7711.60 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3216, pruned_loss=0.08331, over 2475044.79 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07438, over 22177.52 utterances.], batch size: 162, lr: 2.95e-04
2022-08-29 01:06:54,352 INFO [train.py:927] (7/8) Epoch 13, batch 15550, giga_loss[loss=0.2417, simple_loss=0.324, pruned_loss=0.07974, over 12406.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3195, pruned_loss=0.08242, over 2474926.62 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07371, over 21425.33 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.06383, over 2467221.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.04863, over 7717.30 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3212, pruned_loss=0.08343, over 2475140.17 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07468, over 22689.05 utterances.], batch size: 133, lr: 2.95e-04
2022-08-29 01:08:37,877 INFO [train.py:927] (7/8) Epoch 13, batch 15600, giga_loss[loss=0.277, simple_loss=0.3488, pruned_loss=0.1025, over 12379.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0646, over 183.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3192, pruned_loss=0.081, over 2474410.10 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07595, over 22052.00 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.06385, over 2467319.38 frames. utt_duration=1281 frames, utt_pad_proportion=0.04834, over 7713.17 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3209, pruned_loss=0.08194, over 2474558.87 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07676, over 23175.06 utterances.], batch size: 183, lr: 2.95e-04
2022-08-29 01:10:18,500 INFO [train.py:927] (7/8) Epoch 13, batch 15650, libri_loss[loss=0.2039, simple_loss=0.2854, pruned_loss=0.06113, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005946, over 34.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.319, pruned_loss=0.08063, over 2474317.59 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07426, over 21628.57 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2932, pruned_loss=0.0638, over 2467376.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.04726, over 7687.03 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3211, pruned_loss=0.0819, over 2474592.65 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07555, over 22945.55 utterances.], batch size: 34, lr: 2.95e-04
2022-08-29 01:12:02,369 INFO [train.py:927] (7/8) Epoch 13, batch 15700, giga_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.06508, over 12365.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03931, over 113.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07965, over 2474468.52 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07296, over 21265.09 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2931, pruned_loss=0.06382, over 2467257.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04709, over 7679.60 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08069, over 2474812.43 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07414, over 22359.50 utterances.], batch size: 113, lr: 2.95e-04
2022-08-29 01:13:49,229 INFO [train.py:927] (7/8) Epoch 13, batch 15750, giga_loss[loss=0.2347, simple_loss=0.3107, pruned_loss=0.07937, over 12386.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03593, over 80.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3155, pruned_loss=0.07963, over 2474735.04 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07353, over 21280.91 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2927, pruned_loss=0.06381, over 2466973.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.0465, over 7641.79 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3179, pruned_loss=0.08089, over 2475445.56 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07478, over 22543.42 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 01:15:31,202 INFO [train.py:927] (7/8) Epoch 13, batch 15800, giga_loss[loss=0.2782, simple_loss=0.3221, pruned_loss=0.1172, over 12347.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2151, over 374.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07941, over 2475092.93 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07877, over 21651.30 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06393, over 2467186.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.05062, over 7723.88 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3163, pruned_loss=0.08056, over 2475619.47 frames. utt_duration=435.5 frames, utt_pad_proportion=0.0784, over 22812.60 utterances.], batch size: 374, lr: 2.95e-04
2022-08-29 01:17:13,427 INFO [train.py:927] (7/8) Epoch 13, batch 15850, giga_loss[loss=0.1956, simple_loss=0.2828, pruned_loss=0.05418, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03047, over 51.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3114, pruned_loss=0.07664, over 2474400.45 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07623, over 21116.25 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06396, over 2466822.99 frames. utt_duration=1283 frames, utt_pad_proportion=0.04963, over 7698.38 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3136, pruned_loss=0.07793, over 2475342.42 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07659, over 22428.34 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 01:18:56,597 INFO [train.py:927] (7/8) Epoch 13, batch 15900, giga_loss[loss=0.2121, simple_loss=0.2933, pruned_loss=0.06542, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02917, over 45.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07631, over 2474973.76 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08198, over 22151.49 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2933, pruned_loss=0.06422, over 2467204.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.04961, over 7714.75 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3121, pruned_loss=0.07737, over 2475547.71 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08224, over 23502.00 utterances.], batch size: 45, lr: 2.95e-04
2022-08-29 01:20:41,545 INFO [train.py:927] (7/8) Epoch 13, batch 15950, giga_loss[loss=0.2614, simple_loss=0.3247, pruned_loss=0.09909, over 12367.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3069, pruned_loss=0.07471, over 2474943.41 frames. utt_duration=472 frames, utt_pad_proportion=0.07631, over 21036.92 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2936, pruned_loss=0.06461, over 2466937.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.05254, over 7754.26 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3086, pruned_loss=0.07561, over 2475939.87 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07643, over 22587.60 utterances.], batch size: 181, lr: 2.95e-04
2022-08-29 01:22:23,943 INFO [train.py:927] (7/8) Epoch 13, batch 16000, giga_loss[loss=0.2992, simple_loss=0.349, pruned_loss=0.1247, over 12342.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07523, over 2474372.24 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07718, over 21064.02 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2934, pruned_loss=0.06463, over 2466831.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05153, over 7729.91 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.0762, over 2475475.30 frames. utt_duration=438 frames, utt_pad_proportion=0.07772, over 22680.28 utterances.], batch size: 367, lr: 2.95e-04
2022-08-29 01:24:04,757 INFO [train.py:927] (7/8) Epoch 13, batch 16050, giga_loss[loss=0.2211, simple_loss=0.3064, pruned_loss=0.06786, over 12484.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02883, over 55.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.07635, over 2475346.35 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07255, over 20934.96 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.065, over 2467150.25 frames. utt_duration=1268 frames, utt_pad_proportion=0.05534, over 7789.52 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07716, over 2476199.57 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0724, over 22598.73 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 01:25:47,939 INFO [train.py:927] (7/8) Epoch 13, batch 16100, giga_loss[loss=0.2446, simple_loss=0.3282, pruned_loss=0.08046, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03468, over 105.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3106, pruned_loss=0.07693, over 2475046.71 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07032, over 20744.75 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2939, pruned_loss=0.0652, over 2466916.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05505, over 7796.72 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07754, over 2476029.92 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07051, over 22226.15 utterances.], batch size: 105, lr: 2.95e-04
2022-08-29 01:27:30,926 INFO [train.py:927] (7/8) Epoch 13, batch 16150, giga_loss[loss=0.2405, simple_loss=0.3191, pruned_loss=0.08095, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.312, pruned_loss=0.0778, over 2474866.76 frames. utt_duration=475 frames, utt_pad_proportion=0.07318, over 20905.97 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2936, pruned_loss=0.06497, over 2466770.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05495, over 7800.95 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07876, over 2475947.73 frames. utt_duration=444 frames, utt_pad_proportion=0.07333, over 22378.06 utterances.], batch size: 105, lr: 2.95e-04
2022-08-29 01:29:19,645 INFO [train.py:927] (7/8) Epoch 13, batch 16200, giga_loss[loss=0.2328, simple_loss=0.3204, pruned_loss=0.07261, over 12379.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04209, over 133.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07866, over 2474835.62 frames. utt_duration=474 frames, utt_pad_proportion=0.07692, over 20947.93 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2934, pruned_loss=0.06503, over 2466829.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05517, over 7802.19 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3145, pruned_loss=0.0796, over 2475771.01 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07684, over 22331.98 utterances.], batch size: 133, lr: 2.95e-04
2022-08-29 01:31:09,764 INFO [train.py:927] (7/8) Epoch 13, batch 16250, giga_loss[loss=0.2321, simple_loss=0.3116, pruned_loss=0.07629, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03873, over 30.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3128, pruned_loss=0.07701, over 2475537.05 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07223, over 20586.32 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2936, pruned_loss=0.0652, over 2467109.09 frames. utt_duration=1270 frames, utt_pad_proportion=0.05434, over 7780.30 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3144, pruned_loss=0.07784, over 2476183.22 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07282, over 21926.45 utterances.], batch size: 30, lr: 2.95e-04
2022-08-29 01:32:58,405 INFO [train.py:927] (7/8) Epoch 13, batch 16300, giga_loss[loss=0.2234, simple_loss=0.3109, pruned_loss=0.06795, over 12455.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03069, over 80.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07719, over 2475804.67 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07362, over 21103.29 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2937, pruned_loss=0.06529, over 2466883.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05809, over 7840.87 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3136, pruned_loss=0.07793, over 2476619.85 frames. utt_duration=446 frames, utt_pad_proportion=0.07306, over 22282.05 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 01:34:41,798 INFO [train.py:927] (7/8) Epoch 13, batch 16350, giga_loss[loss=0.2886, simple_loss=0.3425, pruned_loss=0.1173, over 12356.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3104, pruned_loss=0.07712, over 2475552.96 frames. utt_duration=463.1 frames, utt_pad_proportion=0.08063, over 21448.04 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2935, pruned_loss=0.06524, over 2467007.12 frames. utt_duration=1265 frames, utt_pad_proportion=0.05661, over 7811.86 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3124, pruned_loss=0.07815, over 2476371.24 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08046, over 22854.50 utterances.], batch size: 369, lr: 2.95e-04
2022-08-29 01:36:27,689 INFO [train.py:927] (7/8) Epoch 13, batch 16400, giga_loss[loss=0.2263, simple_loss=0.3037, pruned_loss=0.07447, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03996, over 26.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3105, pruned_loss=0.07814, over 2475254.92 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08553, over 22397.51 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2935, pruned_loss=0.0652, over 2466961.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.0564, over 7804.80 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3122, pruned_loss=0.07905, over 2475977.96 frames. utt_duration=421.6 frames, utt_pad_proportion=0.08527, over 23572.20 utterances.], batch size: 26, lr: 2.94e-04
2022-08-29 01:38:11,820 INFO [train.py:927] (7/8) Epoch 13, batch 16450, giga_loss[loss=0.2861, simple_loss=0.351, pruned_loss=0.1106, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05531, over 162.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3111, pruned_loss=0.07839, over 2474765.00 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08041, over 21383.24 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2938, pruned_loss=0.06546, over 2467091.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.05604, over 7793.24 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3128, pruned_loss=0.07929, over 2475464.90 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08088, over 22783.84 utterances.], batch size: 162, lr: 2.94e-04
2022-08-29 01:39:57,780 INFO [train.py:927] (7/8) Epoch 13, batch 16500, giga_loss[loss=0.2242, simple_loss=0.3017, pruned_loss=0.07337, over 12360.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3112, pruned_loss=0.07909, over 2474984.84 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08214, over 21845.54 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2934, pruned_loss=0.06531, over 2466952.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05502, over 7760.72 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3133, pruned_loss=0.08024, over 2475834.26 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08286, over 23299.80 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 01:41:43,359 INFO [train.py:927] (7/8) Epoch 13, batch 16550, giga_loss[loss=0.2335, simple_loss=0.3144, pruned_loss=0.07628, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3114, pruned_loss=0.07959, over 2474716.66 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08227, over 22127.36 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06578, over 2466729.03 frames. utt_duration=1265 frames, utt_pad_proportion=0.05776, over 7811.98 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.313, pruned_loss=0.08037, over 2475775.89 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08218, over 23545.11 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 01:43:30,670 INFO [train.py:927] (7/8) Epoch 13, batch 16600, giga_loss[loss=0.3406, simple_loss=0.3742, pruned_loss=0.1535, over 12354.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3125, pruned_loss=0.07993, over 2474312.18 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08294, over 21642.24 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2944, pruned_loss=0.06628, over 2466746.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05791, over 7860.09 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3138, pruned_loss=0.08047, over 2475341.59 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08302, over 23111.97 utterances.], batch size: 257, lr: 2.94e-04
2022-08-29 01:45:15,116 INFO [train.py:927] (7/8) Epoch 13, batch 16650, giga_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.07413, over 12183.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04332, over 28.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3132, pruned_loss=0.08116, over 2473361.78 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08071, over 21626.16 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2939, pruned_loss=0.0661, over 2466168.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05733, over 7860.29 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3153, pruned_loss=0.0823, over 2475008.62 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08141, over 23329.81 utterances.], batch size: 28, lr: 2.94e-04
2022-08-29 01:46:59,922 INFO [train.py:927] (7/8) Epoch 13, batch 16700, giga_loss[loss=0.2215, simple_loss=0.3001, pruned_loss=0.0715, over 12384.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03093, over 62.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3134, pruned_loss=0.08089, over 2472949.38 frames. utt_duration=480 frames, utt_pad_proportion=0.07875, over 20672.83 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2938, pruned_loss=0.06604, over 2465833.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.05612, over 7821.07 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3157, pruned_loss=0.08224, over 2474782.58 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08007, over 22439.72 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 01:48:44,862 INFO [train.py:927] (7/8) Epoch 13, batch 16750, giga_loss[loss=0.2737, simple_loss=0.3277, pruned_loss=0.1098, over 12348.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2006, over 367.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3138, pruned_loss=0.08023, over 2473167.14 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08269, over 21268.12 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2933, pruned_loss=0.06586, over 2465702.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05498, over 7790.98 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3167, pruned_loss=0.08194, over 2474996.00 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08398, over 23135.36 utterances.], batch size: 367, lr: 2.94e-04
2022-08-29 01:50:30,215 INFO [train.py:927] (7/8) Epoch 13, batch 16800, giga_loss[loss=0.2481, simple_loss=0.3274, pruned_loss=0.08444, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3133, pruned_loss=0.07959, over 2472757.30 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07909, over 21113.66 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06584, over 2465619.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05468, over 7789.12 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08108, over 2474334.64 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08054, over 22706.27 utterances.], batch size: 42, lr: 2.94e-04
2022-08-29 01:52:14,390 INFO [train.py:927] (7/8) Epoch 13, batch 16850, giga_loss[loss=0.245, simple_loss=0.3193, pruned_loss=0.08541, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3139, pruned_loss=0.07987, over 2472588.70 frames. utt_duration=460.7 frames, utt_pad_proportion=0.08134, over 21535.94 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2933, pruned_loss=0.0658, over 2465722.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05347, over 7776.35 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08156, over 2473969.49 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08299, over 23262.39 utterances.], batch size: 97, lr: 2.94e-04
2022-08-29 01:54:04,139 INFO [train.py:927] (7/8) Epoch 13, batch 16900, giga_loss[loss=0.2759, simple_loss=0.3417, pruned_loss=0.1051, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07271, over 213.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08138, over 2473707.51 frames. utt_duration=455 frames, utt_pad_proportion=0.07794, over 21819.47 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.294, pruned_loss=0.06599, over 2465951.47 frames. utt_duration=1256 frames, utt_pad_proportion=0.05788, over 7863.80 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.08283, over 2474729.48 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07827, over 23367.31 utterances.], batch size: 213, lr: 2.94e-04
2022-08-29 01:55:48,123 INFO [train.py:927] (7/8) Epoch 13, batch 16950, libri_loss[loss=0.2017, simple_loss=0.2807, pruned_loss=0.06135, over 12273.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007232, over 32.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08146, over 2473387.46 frames. utt_duration=459.7 frames, utt_pad_proportion=0.0763, over 21590.99 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2946, pruned_loss=0.06615, over 2465806.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.05724, over 7872.08 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3179, pruned_loss=0.08299, over 2474578.62 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07709, over 23265.92 utterances.], batch size: 32, lr: 2.94e-04
2022-08-29 01:57:31,668 INFO [train.py:927] (7/8) Epoch 13, batch 17000, giga_loss[loss=0.2793, simple_loss=0.3325, pruned_loss=0.1131, over 12357.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2017, over 368.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08227, over 2473327.19 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08228, over 22210.73 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2948, pruned_loss=0.06619, over 2466036.55 frames. utt_duration=1252 frames, utt_pad_proportion=0.05682, over 7887.96 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.08389, over 2474290.55 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08282, over 23915.34 utterances.], batch size: 368, lr: 2.94e-04
2022-08-29 01:59:13,746 INFO [train.py:927] (7/8) Epoch 13, batch 17050, libri_loss[loss=0.2037, simple_loss=0.2812, pruned_loss=0.0631, over 12275.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007111, over 32.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3155, pruned_loss=0.08099, over 2473087.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07974, over 21604.11 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2945, pruned_loss=0.06607, over 2465783.30 frames. utt_duration=1258 frames, utt_pad_proportion=0.05556, over 7849.76 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08279, over 2474278.30 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08093, over 23374.14 utterances.], batch size: 32, lr: 2.94e-04
2022-08-29 02:00:58,031 INFO [train.py:927] (7/8) Epoch 13, batch 17100, giga_loss[loss=0.1985, simple_loss=0.2888, pruned_loss=0.05411, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04224, over 26.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3143, pruned_loss=0.08005, over 2473504.07 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08299, over 21982.66 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2947, pruned_loss=0.06638, over 2465960.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.05999, over 7934.37 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3164, pruned_loss=0.08155, over 2474456.49 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08276, over 23633.30 utterances.], batch size: 26, lr: 2.94e-04
2022-08-29 02:02:39,803 INFO [train.py:927] (7/8) Epoch 13, batch 17150, giga_loss[loss=0.199, simple_loss=0.2825, pruned_loss=0.05774, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03392, over 62.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.07988, over 2472936.36 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08206, over 22094.83 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2948, pruned_loss=0.06648, over 2466083.88 frames. utt_duration=1245 frames, utt_pad_proportion=0.05974, over 7933.70 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3146, pruned_loss=0.08102, over 2473600.45 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08205, over 23453.49 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 02:04:22,582 INFO [train.py:927] (7/8) Epoch 13, batch 17200, giga_loss[loss=0.2219, simple_loss=0.2929, pruned_loss=0.0754, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03479, over 43.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3101, pruned_loss=0.0786, over 2473576.05 frames. utt_duration=463 frames, utt_pad_proportion=0.07979, over 21437.40 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2947, pruned_loss=0.0665, over 2466005.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.05871, over 7911.62 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3118, pruned_loss=0.07977, over 2474317.09 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08038, over 22844.39 utterances.], batch size: 43, lr: 2.94e-04
2022-08-29 02:06:07,721 INFO [train.py:927] (7/8) Epoch 13, batch 17250, giga_loss[loss=0.2085, simple_loss=0.3034, pruned_loss=0.05683, over 12342.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03071, over 70.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3094, pruned_loss=0.07771, over 2473646.33 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07662, over 21222.88 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2945, pruned_loss=0.06644, over 2466025.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.0586, over 7913.56 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.311, pruned_loss=0.07879, over 2474273.98 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07735, over 22446.64 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:07:51,247 INFO [train.py:927] (7/8) Epoch 13, batch 17300, giga_loss[loss=0.2081, simple_loss=0.2987, pruned_loss=0.0587, over 12405.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02303, over 70.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3074, pruned_loss=0.07434, over 2473569.14 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07637, over 21947.74 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2946, pruned_loss=0.06661, over 2465793.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05783, over 7901.86 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.07527, over 2474406.67 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0773, over 23219.66 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:09:35,888 INFO [train.py:927] (7/8) Epoch 13, batch 17350, giga_loss[loss=0.2101, simple_loss=0.2966, pruned_loss=0.06174, over 12392.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3052, pruned_loss=0.07075, over 2475029.06 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07163, over 22631.08 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2947, pruned_loss=0.06662, over 2465875.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06177, over 7973.45 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07153, over 2475687.31 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07151, over 23692.24 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:11:20,028 INFO [train.py:927] (7/8) Epoch 13, batch 17400, giga_loss[loss=0.1919, simple_loss=0.2925, pruned_loss=0.04568, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06844, over 2475121.36 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07083, over 22751.24 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2948, pruned_loss=0.06663, over 2465587.12 frames. utt_duration=1237 frames, utt_pad_proportion=0.0618, over 7984.67 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3054, pruned_loss=0.06915, over 2476252.20 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07088, over 24084.72 utterances.], batch size: 123, lr: 2.94e-04
2022-08-29 02:13:04,457 INFO [train.py:927] (7/8) Epoch 13, batch 17450, libri_loss[loss=0.2057, simple_loss=0.2921, pruned_loss=0.05963, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006125, over 37.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06828, over 2475206.68 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07264, over 23518.58 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2949, pruned_loss=0.0666, over 2465514.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06015, over 7952.78 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3061, pruned_loss=0.06891, over 2476449.61 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07317, over 25100.06 utterances.], batch size: 37, lr: 2.94e-04
2022-08-29 02:14:45,442 INFO [train.py:927] (7/8) Epoch 13, batch 17500, giga_loss[loss=0.1941, simple_loss=0.2854, pruned_loss=0.05136, over 12472.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03134, over 86.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3021, pruned_loss=0.06625, over 2476084.06 frames. utt_duration=421 frames, utt_pad_proportion=0.06995, over 23604.90 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2946, pruned_loss=0.06662, over 2465641.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05922, over 7928.72 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3036, pruned_loss=0.06675, over 2477215.06 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07088, over 25320.46 utterances.], batch size: 86, lr: 2.94e-04
2022-08-29 02:16:30,607 INFO [train.py:927] (7/8) Epoch 13, batch 17550, giga_loss[loss=0.2063, simple_loss=0.3022, pruned_loss=0.05523, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3006, pruned_loss=0.06478, over 2476197.39 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07137, over 24058.24 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2947, pruned_loss=0.06665, over 2465459.81 frames. utt_duration=1240 frames, utt_pad_proportion=0.05986, over 7965.71 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3018, pruned_loss=0.06513, over 2477430.23 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0719, over 25653.61 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:18:13,172 INFO [train.py:927] (7/8) Epoch 13, batch 17600, giga_loss[loss=0.1881, simple_loss=0.2746, pruned_loss=0.05078, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06852, over 211.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2992, pruned_loss=0.06309, over 2476254.21 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07358, over 24227.20 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2954, pruned_loss=0.06664, over 2465714.77 frames. utt_duration=1234 frames, utt_pad_proportion=0.06263, over 8002.45 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2998, pruned_loss=0.0633, over 2477482.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07338, over 26166.94 utterances.], batch size: 211, lr: 2.94e-04
2022-08-29 02:19:57,860 INFO [train.py:927] (7/8) Epoch 13, batch 17650, giga_loss[loss=0.1736, simple_loss=0.2673, pruned_loss=0.03996, over 12318.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03282, over 58.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2949, pruned_loss=0.06055, over 2476630.05 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07471, over 24484.78 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2955, pruned_loss=0.06658, over 2466143.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.0612, over 7975.71 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2953, pruned_loss=0.06063, over 2477523.46 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07496, over 26514.04 utterances.], batch size: 58, lr: 2.94e-04
2022-08-29 02:21:44,191 INFO [train.py:927] (7/8) Epoch 13, batch 17700, giga_loss[loss=0.2095, simple_loss=0.2979, pruned_loss=0.06053, over 12387.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03019, over 97.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2935, pruned_loss=0.0602, over 2476081.86 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07391, over 24455.50 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.06684, over 2465951.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.05989, over 7964.06 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2937, pruned_loss=0.05982, over 2477357.78 frames. utt_duration=373 frames, utt_pad_proportion=0.07462, over 26673.77 utterances.], batch size: 97, lr: 2.94e-04
2022-08-29 02:23:38,295 INFO [train.py:927] (7/8) Epoch 13, batch 17750, giga_loss[loss=0.2119, simple_loss=0.3054, pruned_loss=0.05919, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03176, over 86.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2938, pruned_loss=0.05984, over 2476411.21 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07608, over 24870.24 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2952, pruned_loss=0.06667, over 2465892.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.05914, over 7928.04 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2943, pruned_loss=0.05958, over 2477693.41 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07675, over 26980.26 utterances.], batch size: 86, lr: 2.94e-04
2022-08-29 02:25:40,042 INFO [train.py:927] (7/8) Epoch 13, batch 17800, giga_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.0668, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05919, over 2476368.69 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07352, over 24140.66 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06674, over 2466182.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06123, over 7978.49 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.05868, over 2477481.75 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07379, over 26321.77 utterances.], batch size: 255, lr: 2.94e-04
2022-08-29 02:27:40,887 INFO [train.py:927] (7/8) Epoch 13, batch 17850, giga_loss[loss=0.155, simple_loss=0.2457, pruned_loss=0.03211, over 12370.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1804, over 358.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05724, over 2476850.27 frames. utt_duration=394.1 frames, utt_pad_proportion=0.0763, over 25225.31 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2954, pruned_loss=0.06666, over 2466145.42 frames. utt_duration=1241 frames, utt_pad_proportion=0.06084, over 7957.76 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05685, over 2477836.77 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07642, over 27086.38 utterances.], batch size: 358, lr: 2.94e-04
2022-08-29 02:29:54,505 INFO [train.py:927] (7/8) Epoch 13, batch 17900, giga_loss[loss=0.201, simple_loss=0.2964, pruned_loss=0.05279, over 12438.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04382, over 161.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2893, pruned_loss=0.05632, over 2477288.55 frames. utt_duration=396 frames, utt_pad_proportion=0.07439, over 25105.53 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06672, over 2466331.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06037, over 7947.20 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2893, pruned_loss=0.05586, over 2477996.29 frames. utt_duration=372 frames, utt_pad_proportion=0.07477, over 26737.54 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:31:46,978 INFO [train.py:927] (7/8) Epoch 13, batch 17950, giga_loss[loss=0.2064, simple_loss=0.2966, pruned_loss=0.05811, over 12434.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06854, over 213.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2902, pruned_loss=0.05671, over 2477206.29 frames. utt_duration=405.7 frames, utt_pad_proportion=0.0714, over 24503.93 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2971, pruned_loss=0.06728, over 2466343.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06028, over 7970.11 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2886, pruned_loss=0.0554, over 2478202.11 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07208, over 26491.67 utterances.], batch size: 213, lr: 2.94e-04
2022-08-29 02:33:50,205 INFO [train.py:927] (7/8) Epoch 13, batch 18000, giga_loss[loss=0.187, simple_loss=0.2927, pruned_loss=0.04064, over 12349.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05628, over 2476887.17 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06995, over 24295.91 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2968, pruned_loss=0.06719, over 2465843.52 frames. utt_duration=1238 frames, utt_pad_proportion=0.06032, over 7973.92 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2897, pruned_loss=0.05514, over 2478333.42 frames. utt_duration=380 frames, utt_pad_proportion=0.07064, over 26175.91 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:33:50,206 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 02:34:04,226 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1728, simple_loss=0.2836, pruned_loss=0.03099, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 02:36:11,310 INFO [train.py:927] (7/8) Epoch 13, batch 18050, giga_loss[loss=0.188, simple_loss=0.2835, pruned_loss=0.04624, over 12433.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2893, pruned_loss=0.05538, over 2476727.29 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06675, over 23862.82 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2968, pruned_loss=0.06712, over 2465965.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.05922, over 7957.71 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2882, pruned_loss=0.05426, over 2478016.64 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06789, over 25750.97 utterances.], batch size: 55, lr: 2.94e-04
2022-08-29 02:38:08,562 INFO [train.py:927] (7/8) Epoch 13, batch 18100, giga_loss[loss=0.2341, simple_loss=0.3414, pruned_loss=0.06334, over 12369.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03443, over 104.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2912, pruned_loss=0.05536, over 2477228.92 frames. utt_duration=414 frames, utt_pad_proportion=0.06722, over 24008.48 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2964, pruned_loss=0.06707, over 2466417.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.05776, over 7933.68 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2905, pruned_loss=0.05412, over 2478215.39 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06857, over 26066.57 utterances.], batch size: 104, lr: 2.94e-04
2022-08-29 02:40:10,613 INFO [train.py:927] (7/8) Epoch 13, batch 18150, giga_loss[loss=0.1971, simple_loss=0.2944, pruned_loss=0.04992, over 12457.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2927, pruned_loss=0.05464, over 2477722.28 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06495, over 23900.10 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2962, pruned_loss=0.06703, over 2466592.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.05667, over 7905.66 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2922, pruned_loss=0.05343, over 2478602.43 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06656, over 25918.64 utterances.], batch size: 98, lr: 2.94e-04
2022-08-29 02:42:20,404 INFO [train.py:927] (7/8) Epoch 13, batch 18200, giga_loss[loss=0.1657, simple_loss=0.2594, pruned_loss=0.03596, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03655, over 40.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2932, pruned_loss=0.05458, over 2477370.08 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06068, over 23081.82 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2964, pruned_loss=0.06717, over 2466476.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05581, over 7894.67 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2925, pruned_loss=0.05325, over 2478364.13 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06259, over 24980.97 utterances.], batch size: 40, lr: 2.94e-04
2022-08-29 02:44:40,724 INFO [train.py:927] (7/8) Epoch 13, batch 18250, giga_loss[loss=0.1893, simple_loss=0.2824, pruned_loss=0.04812, over 12386.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02806, over 58.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2925, pruned_loss=0.05497, over 2477092.37 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06099, over 23006.57 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2961, pruned_loss=0.0669, over 2466233.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.0549, over 7875.50 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2922, pruned_loss=0.05388, over 2478342.33 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06281, over 24882.48 utterances.], batch size: 58, lr: 2.94e-04
2022-08-29 02:46:47,881 INFO [train.py:927] (7/8) Epoch 13, batch 18300, giga_loss[loss=0.1665, simple_loss=0.2611, pruned_loss=0.03594, over 12352.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.02722, over 62.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.29, pruned_loss=0.05435, over 2477597.46 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06007, over 22928.42 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.296, pruned_loss=0.06686, over 2466237.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.05453, over 7864.51 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2897, pruned_loss=0.05336, over 2478725.55 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06172, over 24619.79 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 02:48:57,176 INFO [train.py:927] (7/8) Epoch 13, batch 18350, giga_loss[loss=0.1736, simple_loss=0.2549, pruned_loss=0.04612, over 12363.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1874, over 361.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05321, over 2477575.66 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06132, over 23173.18 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2961, pruned_loss=0.06684, over 2466497.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.0537, over 7852.29 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2871, pruned_loss=0.05221, over 2478449.87 frames. utt_duration=401 frames, utt_pad_proportion=0.0628, over 24795.92 utterances.], batch size: 361, lr: 2.94e-04
2022-08-29 02:50:56,249 INFO [train.py:927] (7/8) Epoch 13, batch 18400, giga_loss[loss=0.1807, simple_loss=0.2707, pruned_loss=0.04534, over 12422.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.02473, over 51.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2891, pruned_loss=0.0542, over 2477485.39 frames. utt_duration=435.2 frames, utt_pad_proportion=0.06099, over 22834.85 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2961, pruned_loss=0.06701, over 2466768.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.05848, over 7935.43 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05289, over 2478256.15 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0609, over 24479.90 utterances.], batch size: 51, lr: 2.94e-04
2022-08-29 02:52:56,478 INFO [train.py:927] (7/8) Epoch 13, batch 18450, giga_loss[loss=0.1938, simple_loss=0.2818, pruned_loss=0.05291, over 12406.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05916, over 182.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2883, pruned_loss=0.05468, over 2477309.07 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06289, over 23370.07 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2958, pruned_loss=0.06684, over 2466857.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.05763, over 7908.93 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.05356, over 2478035.19 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06296, over 24972.05 utterances.], batch size: 182, lr: 2.94e-04
2022-08-29 02:55:04,529 INFO [train.py:927] (7/8) Epoch 13, batch 18500, giga_loss[loss=0.2126, simple_loss=0.3036, pruned_loss=0.06073, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2899, pruned_loss=0.05512, over 2476816.55 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06468, over 22926.60 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.06683, over 2466569.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06158, over 7956.28 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2897, pruned_loss=0.05393, over 2477918.32 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06366, over 24568.97 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:57:20,260 INFO [train.py:927] (7/8) Epoch 13, batch 18550, giga_loss[loss=0.2061, simple_loss=0.2844, pruned_loss=0.0639, over 12416.00 frames. utt_duration=622 frames, utt_pad_proportion=0.02814, over 80.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2889, pruned_loss=0.05492, over 2477542.34 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06579, over 23289.01 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2959, pruned_loss=0.06711, over 2466530.70 frames. utt_duration=1234 frames, utt_pad_proportion=0.06471, over 8006.18 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2884, pruned_loss=0.05341, over 2478752.43 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06397, over 24966.94 utterances.], batch size: 80, lr: 2.94e-04
2022-08-29 02:59:23,953 INFO [train.py:927] (7/8) Epoch 13, batch 18600, giga_loss[loss=0.2108, simple_loss=0.2961, pruned_loss=0.06278, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02532, over 79.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2851, pruned_loss=0.05436, over 2477664.60 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06867, over 23780.36 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2961, pruned_loss=0.06739, over 2466559.68 frames. utt_duration=1225 frames, utt_pad_proportion=0.06756, over 8062.39 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2844, pruned_loss=0.05276, over 2478744.13 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06637, over 25274.58 utterances.], batch size: 79, lr: 2.94e-04
2022-08-29 03:01:17,631 INFO [train.py:927] (7/8) Epoch 13, batch 18650, giga_loss[loss=0.2095, simple_loss=0.299, pruned_loss=0.06006, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02824, over 45.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2857, pruned_loss=0.05451, over 2477276.46 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06802, over 23789.94 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2962, pruned_loss=0.06749, over 2466214.26 frames. utt_duration=1216 frames, utt_pad_proportion=0.07145, over 8124.13 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2848, pruned_loss=0.05297, over 2478588.36 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06498, over 25126.94 utterances.], batch size: 45, lr: 2.94e-04
2022-08-29 03:03:16,055 INFO [train.py:927] (7/8) Epoch 13, batch 18700, giga_loss[loss=0.1871, simple_loss=0.2839, pruned_loss=0.04518, over 12449.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.0443, over 134.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2841, pruned_loss=0.05336, over 2477196.38 frames. utt_duration=399 frames, utt_pad_proportion=0.06981, over 24909.61 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2958, pruned_loss=0.06738, over 2466079.05 frames. utt_duration=1221 frames, utt_pad_proportion=0.07059, over 8085.88 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2835, pruned_loss=0.05199, over 2478560.00 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06767, over 26302.32 utterances.], batch size: 134, lr: 2.93e-04
2022-08-29 03:05:21,805 INFO [train.py:927] (7/8) Epoch 13, batch 18750, giga_loss[loss=0.1983, simple_loss=0.2899, pruned_loss=0.0533, over 12410.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03143, over 80.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2828, pruned_loss=0.05316, over 2477006.42 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06812, over 24158.72 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2959, pruned_loss=0.06761, over 2466031.97 frames. utt_duration=1225 frames, utt_pad_proportion=0.069, over 8062.50 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2818, pruned_loss=0.05132, over 2478585.14 frames. utt_duration=383.1 frames, utt_pad_proportion=0.0669, over 25958.20 utterances.], batch size: 80, lr: 2.93e-04
2022-08-29 03:07:33,487 INFO [train.py:927] (7/8) Epoch 13, batch 18800, giga_loss[loss=0.1821, simple_loss=0.2769, pruned_loss=0.0436, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2831, pruned_loss=0.05309, over 2476820.71 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06521, over 23537.84 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2956, pruned_loss=0.06744, over 2465789.25 frames. utt_duration=1231 frames, utt_pad_proportion=0.06721, over 8022.05 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2822, pruned_loss=0.05129, over 2478669.78 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06491, over 25540.62 utterances.], batch size: 182, lr: 2.93e-04
2022-08-29 03:09:30,219 INFO [train.py:927] (7/8) Epoch 13, batch 18850, giga_loss[loss=0.1792, simple_loss=0.2746, pruned_loss=0.04192, over 12419.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.0581, over 182.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2828, pruned_loss=0.05335, over 2477202.49 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06564, over 24387.42 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2956, pruned_loss=0.06746, over 2465652.60 frames. utt_duration=1234 frames, utt_pad_proportion=0.06649, over 7999.86 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2819, pruned_loss=0.0517, over 2478940.09 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0656, over 26222.61 utterances.], batch size: 182, lr: 2.93e-04
2022-08-29 03:11:30,009 INFO [train.py:927] (7/8) Epoch 13, batch 18900, giga_loss[loss=0.1901, simple_loss=0.2842, pruned_loss=0.04797, over 12283.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02695, over 54.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2843, pruned_loss=0.05272, over 2477463.54 frames. utt_duration=412.3 frames, utt_pad_proportion=0.0639, over 24107.27 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.295, pruned_loss=0.06723, over 2466047.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06541, over 7965.22 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.0513, over 2478756.75 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06426, over 25954.36 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 03:13:29,268 INFO [train.py:927] (7/8) Epoch 13, batch 18950, giga_loss[loss=0.1911, simple_loss=0.2848, pruned_loss=0.04872, over 12419.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2854, pruned_loss=0.05263, over 2477477.25 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06351, over 24202.80 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2949, pruned_loss=0.06717, over 2466388.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.0646, over 7966.97 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2848, pruned_loss=0.05129, over 2478400.42 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06406, over 25956.10 utterances.], batch size: 133, lr: 2.93e-04
2022-08-29 03:15:30,818 INFO [train.py:927] (7/8) Epoch 13, batch 19000, giga_loss[loss=0.1542, simple_loss=0.2423, pruned_loss=0.033, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0349, over 40.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05224, over 2477014.86 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06779, over 25120.04 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.295, pruned_loss=0.06732, over 2466168.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.06387, over 7947.55 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05087, over 2478074.35 frames. utt_duration=372 frames, utt_pad_proportion=0.06815, over 26735.37 utterances.], batch size: 40, lr: 2.93e-04
2022-08-29 03:17:30,936 INFO [train.py:927] (7/8) Epoch 13, batch 19050, giga_loss[loss=0.1782, simple_loss=0.2708, pruned_loss=0.04279, over 12421.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03265, over 122.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2825, pruned_loss=0.05201, over 2476892.04 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06587, over 24544.26 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2944, pruned_loss=0.06709, over 2465875.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.06301, over 7910.88 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05088, over 2478193.04 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06651, over 26156.71 utterances.], batch size: 122, lr: 2.93e-04
2022-08-29 03:19:35,332 INFO [train.py:927] (7/8) Epoch 13, batch 19100, giga_loss[loss=0.1727, simple_loss=0.2665, pruned_loss=0.03946, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2847, pruned_loss=0.05294, over 2477233.88 frames. utt_duration=406 frames, utt_pad_proportion=0.06702, over 24477.71 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2944, pruned_loss=0.06702, over 2466217.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.06719, over 8000.96 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05176, over 2478201.86 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06631, over 26064.28 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 03:21:30,061 INFO [train.py:927] (7/8) Epoch 13, batch 19150, libri_loss[loss=0.2535, simple_loss=0.3274, pruned_loss=0.08985, over 12258.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008962, over 37.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.0537, over 2477539.01 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06437, over 24048.30 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.06704, over 2466005.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.06646, over 7981.08 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05255, over 2478638.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06415, over 25538.27 utterances.], batch size: 37, lr: 2.93e-04
2022-08-29 03:23:33,833 INFO [train.py:927] (7/8) Epoch 13, batch 19200, giga_loss[loss=0.2023, simple_loss=0.2989, pruned_loss=0.05283, over 12457.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05379, over 162.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2875, pruned_loss=0.05405, over 2477570.32 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06661, over 24196.04 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2942, pruned_loss=0.06692, over 2466182.08 frames. utt_duration=1238 frames, utt_pad_proportion=0.06583, over 7976.32 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05308, over 2478429.27 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06649, over 25602.54 utterances.], batch size: 162, lr: 2.93e-04
2022-08-29 03:25:47,961 INFO [train.py:927] (7/8) Epoch 13, batch 19250, giga_loss[loss=0.2104, simple_loss=0.2875, pruned_loss=0.06661, over 12461.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04238, over 114.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2862, pruned_loss=0.05422, over 2477399.08 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07084, over 24862.45 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06673, over 2465697.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06446, over 7925.69 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05328, over 2478809.56 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07094, over 26481.41 utterances.], batch size: 114, lr: 2.93e-04
2022-08-29 03:27:45,003 INFO [train.py:927] (7/8) Epoch 13, batch 19300, giga_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05577, over 12368.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03273, over 104.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2867, pruned_loss=0.05464, over 2477761.37 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07091, over 25212.94 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06668, over 2465706.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.06356, over 7913.23 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05373, over 2479063.32 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07123, over 26795.45 utterances.], batch size: 104, lr: 2.93e-04
2022-08-29 03:29:48,073 INFO [train.py:927] (7/8) Epoch 13, batch 19350, libri_loss[loss=0.1785, simple_loss=0.256, pruned_loss=0.05056, over 12284.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04594, over 27.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2851, pruned_loss=0.05524, over 2476686.86 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07172, over 24391.35 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2934, pruned_loss=0.06679, over 2466004.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.06544, over 7958.58 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2849, pruned_loss=0.05377, over 2478111.11 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07157, over 26581.67 utterances.], batch size: 27, lr: 2.93e-04
2022-08-29 03:31:47,555 INFO [train.py:927] (7/8) Epoch 13, batch 19400, giga_loss[loss=0.1658, simple_loss=0.2477, pruned_loss=0.04193, over 12372.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1726, over 355.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2851, pruned_loss=0.05442, over 2477236.27 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07214, over 24594.53 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.06666, over 2466105.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.06415, over 7937.88 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2848, pruned_loss=0.05308, over 2478536.40 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07239, over 26754.90 utterances.], batch size: 355, lr: 2.93e-04
2022-08-29 03:33:41,368 INFO [train.py:927] (7/8) Epoch 13, batch 19450, giga_loss[loss=0.1811, simple_loss=0.282, pruned_loss=0.04013, over 12440.00 frames. utt_duration=702.1 frames, utt_pad_proportion=0.03427, over 71.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2855, pruned_loss=0.05302, over 2477105.84 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06892, over 23507.53 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2931, pruned_loss=0.06665, over 2465976.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.06311, over 7909.79 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2853, pruned_loss=0.05167, over 2478511.97 frames. utt_duration=388 frames, utt_pad_proportion=0.06971, over 25631.27 utterances.], batch size: 71, lr: 2.93e-04
2022-08-29 03:35:52,338 INFO [train.py:927] (7/8) Epoch 13, batch 19500, libri_loss[loss=0.2104, simple_loss=0.2932, pruned_loss=0.06382, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005538, over 34.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05284, over 2477067.89 frames. utt_duration=415 frames, utt_pad_proportion=0.07041, over 23944.00 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2934, pruned_loss=0.06672, over 2465949.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.06235, over 7901.16 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.286, pruned_loss=0.05151, over 2478379.14 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07119, over 25861.37 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 03:37:59,695 INFO [train.py:927] (7/8) Epoch 13, batch 19550, giga_loss[loss=0.1998, simple_loss=0.2836, pruned_loss=0.05805, over 12406.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09731, over 256.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05289, over 2477764.27 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06764, over 23957.77 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.06665, over 2466186.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.06104, over 7904.40 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2864, pruned_loss=0.05146, over 2478944.73 frames. utt_duration=382.9 frames, utt_pad_proportion=0.0689, over 25981.27 utterances.], batch size: 256, lr: 2.93e-04
2022-08-29 03:40:14,152 INFO [train.py:927] (7/8) Epoch 13, batch 19600, giga_loss[loss=0.1837, simple_loss=0.2796, pruned_loss=0.04383, over 12385.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05468, over 181.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.288, pruned_loss=0.05291, over 2477575.05 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06456, over 23894.36 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2927, pruned_loss=0.06639, over 2465789.34 frames. utt_duration=1253 frames, utt_pad_proportion=0.06031, over 7882.54 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.288, pruned_loss=0.05178, over 2479054.66 frames. utt_duration=385.7 frames, utt_pad_proportion=0.066, over 25790.20 utterances.], batch size: 181, lr: 2.93e-04
2022-08-29 03:42:31,570 INFO [train.py:927] (7/8) Epoch 13, batch 19650, giga_loss[loss=0.1938, simple_loss=0.2864, pruned_loss=0.05062, over 12336.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03146, over 91.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2888, pruned_loss=0.05292, over 2477145.26 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06674, over 23777.11 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2924, pruned_loss=0.06637, over 2466092.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.0594, over 7863.09 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2889, pruned_loss=0.0518, over 2478247.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06802, over 25576.27 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 03:44:49,671 INFO [train.py:927] (7/8) Epoch 13, batch 19700, libri_loss[loss=0.2417, simple_loss=0.3342, pruned_loss=0.07455, over 12331.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01827, over 41.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2891, pruned_loss=0.05322, over 2477131.23 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06393, over 22911.27 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2936, pruned_loss=0.06651, over 2466147.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.05822, over 7863.51 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.288, pruned_loss=0.05164, over 2478417.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06566, over 25013.04 utterances.], batch size: 41, lr: 2.93e-04
2022-08-29 03:46:52,335 INFO [train.py:927] (7/8) Epoch 13, batch 19750, giga_loss[loss=0.2107, simple_loss=0.3025, pruned_loss=0.05944, over 12386.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06701, over 211.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2877, pruned_loss=0.05224, over 2476998.18 frames. utt_duration=437.7 frames, utt_pad_proportion=0.06358, over 22694.64 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2934, pruned_loss=0.06646, over 2466303.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05833, over 7868.45 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2868, pruned_loss=0.05078, over 2478075.12 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06498, over 24619.62 utterances.], batch size: 211, lr: 2.93e-04
2022-08-29 03:48:51,701 INFO [train.py:927] (7/8) Epoch 13, batch 19800, giga_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05914, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03585, over 80.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.289, pruned_loss=0.05317, over 2477033.73 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06538, over 22848.35 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.293, pruned_loss=0.06629, over 2466186.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.05777, over 7857.31 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2886, pruned_loss=0.05192, over 2478193.29 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06657, over 24664.64 utterances.], batch size: 80, lr: 2.93e-04
2022-08-29 03:50:41,103 INFO [train.py:927] (7/8) Epoch 13, batch 19850, giga_loss[loss=0.1758, simple_loss=0.2587, pruned_loss=0.04641, over 12374.00 frames. utt_duration=141.4 frames, utt_pad_proportion=0.168, over 353.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05291, over 2477059.25 frames. utt_duration=430.7 frames, utt_pad_proportion=0.0667, over 23066.56 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2926, pruned_loss=0.06622, over 2465923.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.0573, over 7851.68 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2867, pruned_loss=0.05163, over 2478521.60 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06774, over 24925.37 utterances.], batch size: 353, lr: 2.93e-04
2022-08-29 03:52:37,702 INFO [train.py:927] (7/8) Epoch 13, batch 19900, giga_loss[loss=0.18, simple_loss=0.2646, pruned_loss=0.04765, over 12383.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2876, pruned_loss=0.05384, over 2477040.41 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06776, over 23494.08 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2927, pruned_loss=0.06627, over 2465977.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05644, over 7839.74 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2875, pruned_loss=0.05252, over 2478369.21 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06883, over 25286.92 utterances.], batch size: 182, lr: 2.93e-04
2022-08-29 03:54:23,264 INFO [train.py:927] (7/8) Epoch 13, batch 19950, giga_loss[loss=0.2219, simple_loss=0.3188, pruned_loss=0.06245, over 12465.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03481, over 86.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2939, pruned_loss=0.05729, over 2476471.29 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06713, over 23003.93 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2925, pruned_loss=0.06613, over 2465947.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05634, over 7835.71 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.294, pruned_loss=0.05614, over 2477819.29 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06813, over 24773.95 utterances.], batch size: 86, lr: 2.93e-04
2022-08-29 03:56:06,158 INFO [train.py:927] (7/8) Epoch 13, batch 20000, libri_loss[loss=0.2065, simple_loss=0.2879, pruned_loss=0.06254, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006487, over 34.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05736, over 2475567.45 frames. utt_duration=445.2 frames, utt_pad_proportion=0.0693, over 22307.12 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06572, over 2465648.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.05498, over 7790.05 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2937, pruned_loss=0.05655, over 2477253.44 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0705, over 24253.47 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 03:57:50,768 INFO [train.py:927] (7/8) Epoch 13, batch 20050, libri_loss[loss=0.233, simple_loss=0.3026, pruned_loss=0.08172, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01447, over 40.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2876, pruned_loss=0.05593, over 2475271.24 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07309, over 22320.89 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.06575, over 2465761.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05481, over 7807.11 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05505, over 2476709.64 frames. utt_duration=411 frames, utt_pad_proportion=0.07398, over 24184.42 utterances.], batch size: 40, lr: 2.93e-04
2022-08-29 03:59:35,555 INFO [train.py:927] (7/8) Epoch 13, batch 20100, giga_loss[loss=0.1943, simple_loss=0.2812, pruned_loss=0.05366, over 12364.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06065, over 182.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2793, pruned_loss=0.05271, over 2475360.56 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07226, over 21859.28 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06569, over 2465507.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05449, over 7804.00 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2797, pruned_loss=0.05197, over 2476792.10 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07317, over 23451.36 utterances.], batch size: 182, lr: 2.93e-04
2022-08-29 04:01:18,044 INFO [train.py:927] (7/8) Epoch 13, batch 20150, giga_loss[loss=0.1643, simple_loss=0.2525, pruned_loss=0.03804, over 12389.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02435, over 70.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2746, pruned_loss=0.0513, over 2476035.73 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06932, over 20811.87 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06594, over 2465620.95 frames. utt_duration=1270 frames, utt_pad_proportion=0.05304, over 7776.38 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.274, pruned_loss=0.05002, over 2477403.99 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07089, over 22552.05 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 04:03:03,248 INFO [train.py:927] (7/8) Epoch 13, batch 20200, giga_loss[loss=0.1616, simple_loss=0.2421, pruned_loss=0.04057, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03144, over 42.00 utterances.], tot_loss[loss=0.184, simple_loss=0.2693, pruned_loss=0.04936, over 2475094.01 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06906, over 20956.64 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2922, pruned_loss=0.06597, over 2465575.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05285, over 7769.50 utterances.], giga_tot_loss[loss=0.1826, simple_loss=0.2687, pruned_loss=0.04826, over 2476250.79 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07039, over 22385.53 utterances.], batch size: 42, lr: 2.93e-04
2022-08-29 04:04:46,089 INFO [train.py:927] (7/8) Epoch 13, batch 20250, libri_loss[loss=0.174, simple_loss=0.2558, pruned_loss=0.04611, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006052, over 33.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2658, pruned_loss=0.04835, over 2473447.50 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06686, over 19689.73 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.06576, over 2465599.54 frames. utt_duration=1271 frames, utt_pad_proportion=0.05237, over 7771.55 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2648, pruned_loss=0.047, over 2474698.15 frames. utt_duration=466 frames, utt_pad_proportion=0.06846, over 21304.97 utterances.], batch size: 33, lr: 2.93e-04
2022-08-29 04:06:36,333 INFO [train.py:927] (7/8) Epoch 13, batch 20300, giga_loss[loss=0.1402, simple_loss=0.2234, pruned_loss=0.02847, over 12369.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03091, over 58.00 utterances.], tot_loss[loss=0.1773, simple_loss=0.261, pruned_loss=0.04673, over 2473882.50 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06676, over 19374.81 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06591, over 2465619.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05176, over 7759.03 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2597, pruned_loss=0.04533, over 2474953.77 frames. utt_duration=477.2 frames, utt_pad_proportion=0.0683, over 20806.65 utterances.], batch size: 58, lr: 2.93e-04
2022-08-29 04:08:18,373 INFO [train.py:927] (7/8) Epoch 13, batch 20350, giga_loss[loss=0.1502, simple_loss=0.228, pruned_loss=0.03625, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.256, pruned_loss=0.04472, over 2473631.09 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07122, over 19724.91 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06603, over 2465251.38 frames. utt_duration=1274 frames, utt_pad_proportion=0.05136, over 7749.46 utterances.], giga_tot_loss[loss=0.1705, simple_loss=0.2543, pruned_loss=0.04335, over 2474873.70 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07236, over 20966.14 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 04:10:02,128 INFO [train.py:927] (7/8) Epoch 13, batch 20400, giga_loss[loss=0.2311, simple_loss=0.3143, pruned_loss=0.07393, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.2603, pruned_loss=0.04706, over 2473354.32 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06703, over 19703.66 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2922, pruned_loss=0.06602, over 2465202.80 frames. utt_duration=1277 frames, utt_pad_proportion=0.05066, over 7731.59 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2585, pruned_loss=0.04562, over 2474521.52 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06849, over 20913.46 utterances.], batch size: 133, lr: 2.93e-04
2022-08-29 04:11:43,962 INFO [train.py:927] (7/8) Epoch 13, batch 20450, giga_loss[loss=0.2712, simple_loss=0.3403, pruned_loss=0.1011, over 12412.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.0675, over 184.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.272, pruned_loss=0.05251, over 2473750.19 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06431, over 19272.79 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2925, pruned_loss=0.06625, over 2465248.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05516, over 7823.21 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2702, pruned_loss=0.05102, over 2474703.41 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06411, over 20244.77 utterances.], batch size: 184, lr: 2.93e-04
2022-08-29 04:13:26,827 INFO [train.py:927] (7/8) Epoch 13, batch 20500, giga_loss[loss=0.2218, simple_loss=0.3199, pruned_loss=0.06187, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2795, pruned_loss=0.05503, over 2474197.63 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06108, over 18918.86 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06639, over 2465285.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05413, over 7800.99 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2776, pruned_loss=0.05345, over 2475105.77 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06148, over 19960.54 utterances.], batch size: 62, lr: 2.93e-04
2022-08-29 04:15:12,275 INFO [train.py:927] (7/8) Epoch 13, batch 20550, giga_loss[loss=0.2077, simple_loss=0.2966, pruned_loss=0.05937, over 12433.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2828, pruned_loss=0.05614, over 2473321.40 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0662, over 19479.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.06643, over 2465542.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05315, over 7793.17 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2809, pruned_loss=0.05452, over 2474024.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06676, over 20639.87 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 04:16:57,655 INFO [train.py:927] (7/8) Epoch 13, batch 20600, giga_loss[loss=0.2217, simple_loss=0.3112, pruned_loss=0.06613, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02917, over 66.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2866, pruned_loss=0.05855, over 2473662.48 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06682, over 18567.14 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.06651, over 2466245.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05176, over 7783.86 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2847, pruned_loss=0.05679, over 2473924.89 frames. utt_duration=497 frames, utt_pad_proportion=0.06802, over 19972.37 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 04:18:40,816 INFO [train.py:927] (7/8) Epoch 13, batch 20650, giga_loss[loss=0.2138, simple_loss=0.2913, pruned_loss=0.06821, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2902, pruned_loss=0.05962, over 2473843.84 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06542, over 18434.65 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.0665, over 2466526.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.05139, over 7775.01 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2887, pruned_loss=0.05819, over 2473866.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06662, over 19639.73 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 04:20:22,475 INFO [train.py:927] (7/8) Epoch 13, batch 20700, giga_loss[loss=0.2126, simple_loss=0.3002, pruned_loss=0.06251, over 12458.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04366, over 34.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2932, pruned_loss=0.05983, over 2474207.34 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06089, over 18203.98 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2927, pruned_loss=0.06654, over 2466677.26 frames. utt_duration=1273 frames, utt_pad_proportion=0.0508, over 7759.48 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2918, pruned_loss=0.05857, over 2474195.99 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06237, over 19317.33 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 04:22:05,788 INFO [train.py:927] (7/8) Epoch 13, batch 20750, giga_loss[loss=0.1935, simple_loss=0.2859, pruned_loss=0.05052, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07397, over 212.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05935, over 2474141.74 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06292, over 18003.72 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2925, pruned_loss=0.06627, over 2466668.67 frames. utt_duration=1266 frames, utt_pad_proportion=0.05443, over 7803.86 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05841, over 2474336.56 frames. utt_duration=518.7 frames, utt_pad_proportion=0.0628, over 19137.71 utterances.], batch size: 212, lr: 2.93e-04
2022-08-29 04:23:49,521 INFO [train.py:927] (7/8) Epoch 13, batch 20800, giga_loss[loss=0.2233, simple_loss=0.3144, pruned_loss=0.06612, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03122, over 70.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05928, over 2473826.97 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05761, over 17182.34 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2927, pruned_loss=0.06636, over 2466237.86 frames. utt_duration=1269 frames, utt_pad_proportion=0.05322, over 7780.93 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05825, over 2474625.72 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05833, over 18391.91 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 04:25:32,245 INFO [train.py:927] (7/8) Epoch 13, batch 20850, giga_loss[loss=0.2224, simple_loss=0.3083, pruned_loss=0.06829, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02578, over 45.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2978, pruned_loss=0.06235, over 2473647.08 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05989, over 17013.96 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2928, pruned_loss=0.06648, over 2466462.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05681, over 7842.80 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2972, pruned_loss=0.06129, over 2474279.77 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05907, over 18128.31 utterances.], batch size: 45, lr: 2.93e-04
2022-08-29 04:27:16,255 INFO [train.py:927] (7/8) Epoch 13, batch 20900, giga_loss[loss=0.2692, simple_loss=0.3363, pruned_loss=0.101, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2965, pruned_loss=0.0633, over 2473239.95 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06821, over 17329.60 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.292, pruned_loss=0.06623, over 2466468.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05483, over 7780.96 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2969, pruned_loss=0.06248, over 2474088.48 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06787, over 18697.52 utterances.], batch size: 257, lr: 2.93e-04
2022-08-29 04:29:02,075 INFO [train.py:927] (7/8) Epoch 13, batch 20950, giga_loss[loss=0.2256, simple_loss=0.3035, pruned_loss=0.07381, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06391, over 2473178.42 frames. utt_duration=574.9 frames, utt_pad_proportion=0.07036, over 17252.54 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2916, pruned_loss=0.06603, over 2466454.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05906, over 7848.38 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2972, pruned_loss=0.06328, over 2474106.77 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06842, over 18614.66 utterances.], batch size: 45, lr: 2.93e-04
2022-08-29 04:30:45,353 INFO [train.py:927] (7/8) Epoch 13, batch 21000, giga_loss[loss=0.2085, simple_loss=0.2934, pruned_loss=0.06177, over 12165.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04435, over 28.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2959, pruned_loss=0.06326, over 2472529.11 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06764, over 17281.88 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2919, pruned_loss=0.06606, over 2466345.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.05783, over 7832.18 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2964, pruned_loss=0.06266, over 2473542.61 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06687, over 18639.52 utterances.], batch size: 28, lr: 2.92e-04
2022-08-29 04:30:45,355 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 04:31:00,662 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1722, simple_loss=0.2827, pruned_loss=0.03091, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 04:32:43,733 INFO [train.py:927] (7/8) Epoch 13, batch 21050, giga_loss[loss=0.2109, simple_loss=0.2926, pruned_loss=0.06456, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.06223, over 2472635.85 frames. utt_duration=562.9 frames, utt_pad_proportion=0.0664, over 17618.26 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2921, pruned_loss=0.06623, over 2466634.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.05773, over 7845.21 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2934, pruned_loss=0.06155, over 2473288.55 frames. utt_duration=526 frames, utt_pad_proportion=0.06603, over 18863.73 utterances.], batch size: 183, lr: 2.92e-04
2022-08-29 04:34:25,683 INFO [train.py:927] (7/8) Epoch 13, batch 21100, giga_loss[loss=0.1842, simple_loss=0.2736, pruned_loss=0.04745, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2891, pruned_loss=0.06078, over 2472774.09 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06604, over 17951.98 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2917, pruned_loss=0.06599, over 2466349.38 frames. utt_duration=1268 frames, utt_pad_proportion=0.05607, over 7790.47 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2897, pruned_loss=0.06027, over 2473765.95 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06649, over 19351.80 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:36:06,846 INFO [train.py:927] (7/8) Epoch 13, batch 21150, giga_loss[loss=0.2285, simple_loss=0.3041, pruned_loss=0.07652, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02655, over 45.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.0603, over 2471232.48 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06329, over 17392.12 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2918, pruned_loss=0.06609, over 2466227.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05562, over 7781.59 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2889, pruned_loss=0.05977, over 2472184.77 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06403, over 18591.36 utterances.], batch size: 45, lr: 2.92e-04
2022-08-29 04:37:44,901 INFO [train.py:927] (7/8) Epoch 13, batch 21200, libri_loss[loss=0.2147, simple_loss=0.2995, pruned_loss=0.06494, over 12387.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01313, over 41.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05945, over 2471353.29 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06152, over 16889.98 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2914, pruned_loss=0.06584, over 2465738.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05471, over 7767.46 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2868, pruned_loss=0.05908, over 2472698.93 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06268, over 18121.64 utterances.], batch size: 41, lr: 2.92e-04
2022-08-29 04:39:26,072 INFO [train.py:927] (7/8) Epoch 13, batch 21250, giga_loss[loss=0.169, simple_loss=0.2438, pruned_loss=0.04712, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04373, over 33.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2832, pruned_loss=0.05811, over 2471935.96 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05703, over 16494.85 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2913, pruned_loss=0.06577, over 2465700.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05409, over 7754.96 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2836, pruned_loss=0.0578, over 2473139.69 frames. utt_duration=563.5 frames, utt_pad_proportion=0.0585, over 17601.91 utterances.], batch size: 33, lr: 2.92e-04
2022-08-29 04:41:06,813 INFO [train.py:927] (7/8) Epoch 13, batch 21300, libri_loss[loss=0.1916, simple_loss=0.2723, pruned_loss=0.05544, over 12208.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01043, over 29.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2803, pruned_loss=0.05703, over 2471887.69 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05406, over 16087.18 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2911, pruned_loss=0.06555, over 2465327.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.05295, over 7716.86 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2805, pruned_loss=0.05675, over 2473335.04 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05591, over 17234.46 utterances.], batch size: 29, lr: 2.92e-04
2022-08-29 04:42:46,252 INFO [train.py:927] (7/8) Epoch 13, batch 21350, giga_loss[loss=0.1734, simple_loss=0.2546, pruned_loss=0.04612, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03097, over 45.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2772, pruned_loss=0.05603, over 2471371.55 frames. utt_duration=599.8 frames, utt_pad_proportion=0.05435, over 16522.90 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.291, pruned_loss=0.06552, over 2465290.89 frames. utt_duration=1280 frames, utt_pad_proportion=0.05261, over 7712.67 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2773, pruned_loss=0.05576, over 2472599.43 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0559, over 17503.78 utterances.], batch size: 45, lr: 2.92e-04
2022-08-29 04:44:27,301 INFO [train.py:927] (7/8) Epoch 13, batch 21400, giga_loss[loss=0.1867, simple_loss=0.2693, pruned_loss=0.05209, over 12194.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04129, over 28.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2747, pruned_loss=0.0551, over 2470786.43 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05501, over 16300.23 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2907, pruned_loss=0.06529, over 2465241.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.05155, over 7679.75 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2748, pruned_loss=0.05482, over 2471965.54 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05667, over 17341.09 utterances.], batch size: 28, lr: 2.92e-04
2022-08-29 04:46:08,620 INFO [train.py:927] (7/8) Epoch 13, batch 21450, giga_loss[loss=0.1932, simple_loss=0.2843, pruned_loss=0.05103, over 12349.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03209, over 85.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2741, pruned_loss=0.05474, over 2471860.80 frames. utt_duration=625 frames, utt_pad_proportion=0.05222, over 15856.84 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2908, pruned_loss=0.06532, over 2465419.62 frames. utt_duration=1283 frames, utt_pad_proportion=0.05123, over 7692.45 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2737, pruned_loss=0.05434, over 2472710.22 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05386, over 16780.76 utterances.], batch size: 85, lr: 2.92e-04
2022-08-29 04:47:54,703 INFO [train.py:927] (7/8) Epoch 13, batch 21500, giga_loss[loss=0.2294, simple_loss=0.3145, pruned_loss=0.07219, over 12404.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2779, pruned_loss=0.0566, over 2472480.61 frames. utt_duration=626.7 frames, utt_pad_proportion=0.0509, over 15819.24 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2908, pruned_loss=0.06515, over 2465643.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05149, over 7723.74 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2772, pruned_loss=0.05618, over 2473143.42 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05214, over 16744.28 utterances.], batch size: 133, lr: 2.92e-04
2022-08-29 04:49:36,640 INFO [train.py:927] (7/8) Epoch 13, batch 21550, giga_loss[loss=0.2363, simple_loss=0.3268, pruned_loss=0.07285, over 12396.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2837, pruned_loss=0.05932, over 2472622.45 frames. utt_duration=615.8 frames, utt_pad_proportion=0.04971, over 16100.94 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2903, pruned_loss=0.065, over 2465708.85 frames. utt_duration=1282 frames, utt_pad_proportion=0.05076, over 7699.37 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2835, pruned_loss=0.05901, over 2473225.98 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05102, over 17006.38 utterances.], batch size: 122, lr: 2.92e-04
2022-08-29 04:51:21,037 INFO [train.py:927] (7/8) Epoch 13, batch 21600, giga_loss[loss=0.2421, simple_loss=0.3231, pruned_loss=0.08061, over 12373.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03052, over 97.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2893, pruned_loss=0.06126, over 2472711.62 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05037, over 16135.06 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2904, pruned_loss=0.06514, over 2465717.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05514, over 7783.27 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2889, pruned_loss=0.06076, over 2473369.23 frames. utt_duration=583 frames, utt_pad_proportion=0.04956, over 17013.27 utterances.], batch size: 97, lr: 2.92e-04
2022-08-29 04:53:00,588 INFO [train.py:927] (7/8) Epoch 13, batch 21650, giga_loss[loss=0.183, simple_loss=0.2752, pruned_loss=0.04539, over 12408.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2934, pruned_loss=0.06256, over 2472782.70 frames. utt_duration=589.3 frames, utt_pad_proportion=0.0581, over 16826.55 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2907, pruned_loss=0.06522, over 2465810.46 frames. utt_duration=1274 frames, utt_pad_proportion=0.05403, over 7749.20 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2929, pruned_loss=0.062, over 2473416.13 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05757, over 17804.91 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 04:54:39,600 INFO [train.py:927] (7/8) Epoch 13, batch 21700, giga_loss[loss=0.192, simple_loss=0.2899, pruned_loss=0.04704, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02999, over 75.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2928, pruned_loss=0.06116, over 2472982.66 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05514, over 16520.30 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2904, pruned_loss=0.06504, over 2465738.90 frames. utt_duration=1279 frames, utt_pad_proportion=0.05278, over 7723.39 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2926, pruned_loss=0.06077, over 2473786.46 frames. utt_duration=563.2 frames, utt_pad_proportion=0.0554, over 17617.81 utterances.], batch size: 75, lr: 2.92e-04
2022-08-29 04:56:20,273 INFO [train.py:927] (7/8) Epoch 13, batch 21750, giga_loss[loss=0.2018, simple_loss=0.2876, pruned_loss=0.05794, over 12171.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.03331, over 30.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2927, pruned_loss=0.06088, over 2472685.14 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06153, over 16889.46 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2905, pruned_loss=0.065, over 2465651.69 frames. utt_duration=1284 frames, utt_pad_proportion=0.05141, over 7692.56 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2926, pruned_loss=0.06047, over 2473655.43 frames. utt_duration=548.7 frames, utt_pad_proportion=0.062, over 18082.96 utterances.], batch size: 30, lr: 2.92e-04
2022-08-29 04:58:03,948 INFO [train.py:927] (7/8) Epoch 13, batch 21800, giga_loss[loss=0.2088, simple_loss=0.2974, pruned_loss=0.06009, over 12352.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2953, pruned_loss=0.06198, over 2473228.48 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05954, over 16949.59 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2909, pruned_loss=0.06535, over 2465898.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05511, over 7770.14 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2948, pruned_loss=0.06131, over 2473885.70 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0586, over 17935.72 utterances.], batch size: 104, lr: 2.92e-04
2022-08-29 04:59:47,527 INFO [train.py:927] (7/8) Epoch 13, batch 21850, giga_loss[loss=0.2454, simple_loss=0.3165, pruned_loss=0.08712, over 12374.00 frames. utt_duration=234 frames, utt_pad_proportion=0.0788, over 213.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.297, pruned_loss=0.06394, over 2473377.36 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06864, over 18316.65 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2908, pruned_loss=0.06527, over 2466075.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.05431, over 7745.91 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2969, pruned_loss=0.06345, over 2473867.98 frames. utt_duration=513.6 frames, utt_pad_proportion=0.068, over 19325.05 utterances.], batch size: 213, lr: 2.92e-04
2022-08-29 05:01:32,059 INFO [train.py:927] (7/8) Epoch 13, batch 21900, giga_loss[loss=0.2275, simple_loss=0.3005, pruned_loss=0.0772, over 12261.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02823, over 54.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2978, pruned_loss=0.06471, over 2472303.30 frames. utt_duration=547 frames, utt_pad_proportion=0.07062, over 18127.23 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2908, pruned_loss=0.06531, over 2465870.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05392, over 7741.48 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2977, pruned_loss=0.06428, over 2472920.11 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07021, over 19017.38 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 05:03:11,781 INFO [train.py:927] (7/8) Epoch 13, batch 21950, giga_loss[loss=0.2516, simple_loss=0.3394, pruned_loss=0.08188, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03117, over 85.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2995, pruned_loss=0.06541, over 2471905.31 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06652, over 16890.82 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2909, pruned_loss=0.06547, over 2466311.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05776, over 7810.11 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2997, pruned_loss=0.06491, over 2472193.60 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06514, over 17856.39 utterances.], batch size: 85, lr: 2.92e-04
2022-08-29 05:04:53,979 INFO [train.py:927] (7/8) Epoch 13, batch 22000, giga_loss[loss=0.21, simple_loss=0.2964, pruned_loss=0.06178, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2998, pruned_loss=0.06549, over 2471796.25 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06196, over 16399.50 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2909, pruned_loss=0.06538, over 2466188.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05741, over 7816.70 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3001, pruned_loss=0.06518, over 2472266.09 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06128, over 17357.56 utterances.], batch size: 133, lr: 2.92e-04
2022-08-29 05:06:35,347 INFO [train.py:927] (7/8) Epoch 13, batch 22050, giga_loss[loss=0.2135, simple_loss=0.2879, pruned_loss=0.06951, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2984, pruned_loss=0.06548, over 2471835.63 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06379, over 16205.32 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2911, pruned_loss=0.0655, over 2466242.44 frames. utt_duration=1252 frames, utt_pad_proportion=0.06112, over 7889.54 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2986, pruned_loss=0.06513, over 2472230.06 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06169, over 17002.09 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 05:08:17,859 INFO [train.py:927] (7/8) Epoch 13, batch 22100, giga_loss[loss=0.1937, simple_loss=0.2817, pruned_loss=0.05281, over 12325.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.02419, over 28.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2973, pruned_loss=0.06512, over 2471960.60 frames. utt_duration=636 frames, utt_pad_proportion=0.06276, over 15582.81 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2911, pruned_loss=0.06539, over 2466288.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.06008, over 7877.12 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2978, pruned_loss=0.06492, over 2472445.21 frames. utt_duration=599.6 frames, utt_pad_proportion=0.06154, over 16536.36 utterances.], batch size: 28, lr: 2.92e-04
2022-08-29 05:09:57,936 INFO [train.py:927] (7/8) Epoch 13, batch 22150, giga_loss[loss=0.2177, simple_loss=0.3067, pruned_loss=0.06435, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2983, pruned_loss=0.06542, over 2472180.76 frames. utt_duration=638.7 frames, utt_pad_proportion=0.06433, over 15519.54 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.291, pruned_loss=0.0654, over 2466208.85 frames. utt_duration=1245 frames, utt_pad_proportion=0.06355, over 7930.49 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2989, pruned_loss=0.06525, over 2472809.83 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06194, over 16447.35 utterances.], batch size: 146, lr: 2.92e-04
2022-08-29 05:11:40,172 INFO [train.py:927] (7/8) Epoch 13, batch 22200, giga_loss[loss=0.2046, simple_loss=0.2871, pruned_loss=0.06107, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03125, over 85.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.298, pruned_loss=0.06492, over 2471289.99 frames. utt_duration=634 frames, utt_pad_proportion=0.06784, over 15628.82 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2907, pruned_loss=0.06524, over 2465949.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.06688, over 7968.38 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2988, pruned_loss=0.06492, over 2472168.92 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06451, over 16540.46 utterances.], batch size: 85, lr: 2.92e-04
2022-08-29 05:13:22,513 INFO [train.py:927] (7/8) Epoch 13, batch 22250, giga_loss[loss=0.2266, simple_loss=0.3097, pruned_loss=0.07175, over 12292.00 frames. utt_duration=1448 frames, utt_pad_proportion=0.05452, over 34.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2972, pruned_loss=0.0647, over 2470549.17 frames. utt_duration=646.4 frames, utt_pad_proportion=0.06756, over 15323.54 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06557, over 2466263.03 frames. utt_duration=1217 frames, utt_pad_proportion=0.07459, over 8118.61 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2976, pruned_loss=0.06441, over 2471112.09 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06156, over 16129.27 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:15:10,253 INFO [train.py:927] (7/8) Epoch 13, batch 22300, giga_loss[loss=0.2267, simple_loss=0.3126, pruned_loss=0.07043, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04224, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2954, pruned_loss=0.06432, over 2471389.10 frames. utt_duration=620.7 frames, utt_pad_proportion=0.07128, over 15965.27 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.0657, over 2466459.77 frames. utt_duration=1217 frames, utt_pad_proportion=0.07371, over 8117.19 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2957, pruned_loss=0.06393, over 2471774.10 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06683, over 16821.83 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 05:16:49,964 INFO [train.py:927] (7/8) Epoch 13, batch 22350, giga_loss[loss=0.2068, simple_loss=0.286, pruned_loss=0.0638, over 12453.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03823, over 40.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2934, pruned_loss=0.0636, over 2472411.71 frames. utt_duration=600.8 frames, utt_pad_proportion=0.07305, over 16501.29 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.291, pruned_loss=0.06547, over 2466849.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.0722, over 8079.25 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2942, pruned_loss=0.06346, over 2472491.49 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0701, over 17433.72 utterances.], batch size: 40, lr: 2.92e-04
2022-08-29 05:18:35,451 INFO [train.py:927] (7/8) Epoch 13, batch 22400, giga_loss[loss=0.1769, simple_loss=0.2537, pruned_loss=0.05002, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03856, over 37.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2886, pruned_loss=0.06109, over 2472669.81 frames. utt_duration=630.1 frames, utt_pad_proportion=0.06693, over 15733.96 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.291, pruned_loss=0.06548, over 2466592.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.07164, over 8067.48 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2892, pruned_loss=0.06094, over 2473016.27 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06501, over 16547.24 utterances.], batch size: 37, lr: 2.92e-04
2022-08-29 05:20:17,819 INFO [train.py:927] (7/8) Epoch 13, batch 22450, libri_loss[loss=0.2317, simple_loss=0.3091, pruned_loss=0.07714, over 12427.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03649, over 46.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2863, pruned_loss=0.06001, over 2472762.17 frames. utt_duration=611.2 frames, utt_pad_proportion=0.06856, over 16222.24 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2906, pruned_loss=0.06536, over 2466915.73 frames. utt_duration=1231 frames, utt_pad_proportion=0.07034, over 8025.13 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.287, pruned_loss=0.05987, over 2472907.22 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06745, over 17125.15 utterances.], batch size: 46, lr: 2.92e-04
2022-08-29 05:21:56,659 INFO [train.py:927] (7/8) Epoch 13, batch 22500, giga_loss[loss=0.2181, simple_loss=0.3102, pruned_loss=0.063, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03568, over 122.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2881, pruned_loss=0.06096, over 2473164.72 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06885, over 17085.56 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2905, pruned_loss=0.06528, over 2467220.55 frames. utt_duration=1232 frames, utt_pad_proportion=0.06913, over 8022.48 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2887, pruned_loss=0.06077, over 2473161.75 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06843, over 18039.58 utterances.], batch size: 122, lr: 2.92e-04
2022-08-29 05:23:37,437 INFO [train.py:927] (7/8) Epoch 13, batch 22550, giga_loss[loss=0.2207, simple_loss=0.3152, pruned_loss=0.06311, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.0704, over 211.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2899, pruned_loss=0.06122, over 2473703.16 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06642, over 17573.60 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2909, pruned_loss=0.06553, over 2467163.49 frames. utt_duration=1230 frames, utt_pad_proportion=0.0685, over 8035.12 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2899, pruned_loss=0.06075, over 2473892.38 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06644, over 18527.85 utterances.], batch size: 211, lr: 2.92e-04
2022-08-29 05:25:17,351 INFO [train.py:927] (7/8) Epoch 13, batch 22600, giga_loss[loss=0.1905, simple_loss=0.2781, pruned_loss=0.05143, over 12268.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.0268, over 54.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2893, pruned_loss=0.05994, over 2474343.31 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06367, over 17859.36 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06558, over 2467273.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.06836, over 8052.34 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2893, pruned_loss=0.05946, over 2474478.00 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06384, over 18726.06 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 05:26:58,345 INFO [train.py:927] (7/8) Epoch 13, batch 22650, giga_loss[loss=0.2256, simple_loss=0.3166, pruned_loss=0.06732, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02703, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2887, pruned_loss=0.05932, over 2474316.82 frames. utt_duration=555.5 frames, utt_pad_proportion=0.0616, over 17863.97 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2911, pruned_loss=0.06562, over 2467296.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.06682, over 8031.10 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2885, pruned_loss=0.05874, over 2474600.93 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06241, over 18847.67 utterances.], batch size: 66, lr: 2.92e-04
2022-08-29 05:28:39,409 INFO [train.py:927] (7/8) Epoch 13, batch 22700, giga_loss[loss=0.2304, simple_loss=0.3077, pruned_loss=0.07657, over 12341.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1891, over 362.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2898, pruned_loss=0.06019, over 2473929.70 frames. utt_duration=539 frames, utt_pad_proportion=0.07184, over 18409.67 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.0657, over 2467682.40 frames. utt_duration=1220 frames, utt_pad_proportion=0.07062, over 8101.59 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2894, pruned_loss=0.05941, over 2474080.26 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07052, over 19554.16 utterances.], batch size: 362, lr: 2.92e-04
2022-08-29 05:30:20,661 INFO [train.py:927] (7/8) Epoch 13, batch 22750, giga_loss[loss=0.206, simple_loss=0.2824, pruned_loss=0.06483, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03123, over 42.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2915, pruned_loss=0.06097, over 2473143.52 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06838, over 17876.26 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.291, pruned_loss=0.06567, over 2467487.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.06929, over 8073.40 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06025, over 2473579.74 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06802, over 19049.09 utterances.], batch size: 42, lr: 2.92e-04
2022-08-29 05:32:01,999 INFO [train.py:927] (7/8) Epoch 13, batch 22800, giga_loss[loss=0.178, simple_loss=0.2748, pruned_loss=0.04065, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02419, over 54.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2925, pruned_loss=0.06089, over 2473440.82 frames. utt_duration=572 frames, utt_pad_proportion=0.06515, over 17341.05 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2912, pruned_loss=0.06565, over 2467375.46 frames. utt_duration=1224 frames, utt_pad_proportion=0.06883, over 8073.64 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2923, pruned_loss=0.0603, over 2473957.61 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0652, over 18354.44 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 05:33:42,747 INFO [train.py:927] (7/8) Epoch 13, batch 22850, giga_loss[loss=0.1879, simple_loss=0.2712, pruned_loss=0.05234, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02609, over 48.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.06093, over 2473443.03 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06197, over 17259.87 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.291, pruned_loss=0.0655, over 2467321.38 frames. utt_duration=1229 frames, utt_pad_proportion=0.06755, over 8038.13 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2932, pruned_loss=0.0605, over 2474027.57 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06265, over 18294.13 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 05:35:23,571 INFO [train.py:927] (7/8) Epoch 13, batch 22900, giga_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05639, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0359, over 123.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2912, pruned_loss=0.06025, over 2474046.26 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0587, over 17011.21 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2911, pruned_loss=0.06546, over 2466943.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.0661, over 8011.37 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2912, pruned_loss=0.05976, over 2475114.97 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05994, over 18170.19 utterances.], batch size: 123, lr: 2.92e-04
2022-08-29 05:37:04,122 INFO [train.py:927] (7/8) Epoch 13, batch 22950, giga_loss[loss=0.2185, simple_loss=0.3171, pruned_loss=0.05993, over 12368.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02572, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2907, pruned_loss=0.05996, over 2474177.27 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05895, over 17401.22 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06557, over 2466976.57 frames. utt_duration=1233 frames, utt_pad_proportion=0.06479, over 8013.06 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2904, pruned_loss=0.05923, over 2475347.88 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06031, over 18767.89 utterances.], batch size: 66, lr: 2.92e-04
2022-08-29 05:38:45,108 INFO [train.py:927] (7/8) Epoch 13, batch 23000, libri_loss[loss=0.1884, simple_loss=0.2732, pruned_loss=0.05175, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006782, over 33.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2918, pruned_loss=0.05977, over 2475007.17 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06, over 17566.92 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2913, pruned_loss=0.06561, over 2467161.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06749, over 8050.95 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2916, pruned_loss=0.05894, over 2476081.17 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05974, over 18977.27 utterances.], batch size: 33, lr: 2.92e-04
2022-08-29 05:40:24,889 INFO [train.py:927] (7/8) Epoch 13, batch 23050, giga_loss[loss=0.1878, simple_loss=0.2765, pruned_loss=0.04962, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0335, over 51.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2905, pruned_loss=0.05962, over 2474477.15 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05595, over 17263.64 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2914, pruned_loss=0.06567, over 2467049.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.0662, over 8029.91 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2903, pruned_loss=0.05878, over 2475607.81 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05644, over 18616.27 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 05:42:04,278 INFO [train.py:927] (7/8) Epoch 13, batch 23100, giga_loss[loss=0.2087, simple_loss=0.2863, pruned_loss=0.06554, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2882, pruned_loss=0.05942, over 2474155.50 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05739, over 17525.18 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2913, pruned_loss=0.06567, over 2467051.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06556, over 8020.19 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2881, pruned_loss=0.05865, over 2475186.91 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05784, over 18772.81 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 05:43:45,009 INFO [train.py:927] (7/8) Epoch 13, batch 23150, giga_loss[loss=0.2027, simple_loss=0.2847, pruned_loss=0.06038, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2857, pruned_loss=0.05856, over 2474153.43 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05605, over 17493.88 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.06569, over 2466963.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.0653, over 8014.09 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2855, pruned_loss=0.05792, over 2475069.66 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05657, over 18516.45 utterances.], batch size: 105, lr: 2.92e-04
2022-08-29 05:45:28,187 INFO [train.py:927] (7/8) Epoch 13, batch 23200, giga_loss[loss=0.1733, simple_loss=0.261, pruned_loss=0.04282, over 12437.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2827, pruned_loss=0.0573, over 2474470.57 frames. utt_duration=568 frames, utt_pad_proportion=0.05534, over 17472.24 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.06559, over 2467240.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06446, over 7992.88 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2824, pruned_loss=0.05675, over 2475092.23 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05602, over 18466.58 utterances.], batch size: 80, lr: 2.92e-04
2022-08-29 05:47:08,289 INFO [train.py:927] (7/8) Epoch 13, batch 23250, giga_loss[loss=0.1784, simple_loss=0.2546, pruned_loss=0.05103, over 12444.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03587, over 86.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2815, pruned_loss=0.05671, over 2475206.34 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05501, over 17804.50 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2916, pruned_loss=0.0656, over 2467301.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06381, over 7987.92 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.281, pruned_loss=0.05613, over 2475780.90 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05574, over 18761.89 utterances.], batch size: 86, lr: 2.92e-04
2022-08-29 05:48:51,155 INFO [train.py:927] (7/8) Epoch 13, batch 23300, giga_loss[loss=0.2039, simple_loss=0.2934, pruned_loss=0.05714, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2833, pruned_loss=0.05724, over 2474838.10 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05398, over 17450.96 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.0658, over 2467368.53 frames. utt_duration=1225 frames, utt_pad_proportion=0.06776, over 8064.98 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2827, pruned_loss=0.05657, over 2475262.30 frames. utt_duration=546.3 frames, utt_pad_proportion=0.053, over 18173.69 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 05:50:32,518 INFO [train.py:927] (7/8) Epoch 13, batch 23350, giga_loss[loss=0.2179, simple_loss=0.3007, pruned_loss=0.06757, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2853, pruned_loss=0.05806, over 2474289.34 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05607, over 17458.39 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06557, over 2467428.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.06585, over 8030.99 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.285, pruned_loss=0.05743, over 2474848.35 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05579, over 18413.12 utterances.], batch size: 146, lr: 2.91e-04
2022-08-29 05:52:17,621 INFO [train.py:927] (7/8) Epoch 13, batch 23400, giga_loss[loss=0.2614, simple_loss=0.3423, pruned_loss=0.09026, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03487, over 105.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2891, pruned_loss=0.06013, over 2474467.87 frames. utt_duration=587.5 frames, utt_pad_proportion=0.05257, over 16889.30 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2914, pruned_loss=0.06565, over 2467370.07 frames. utt_duration=1232 frames, utt_pad_proportion=0.06508, over 8019.62 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05946, over 2475040.68 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05274, over 17778.27 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 05:54:03,797 INFO [train.py:927] (7/8) Epoch 13, batch 23450, giga_loss[loss=0.25, simple_loss=0.3315, pruned_loss=0.08427, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04214, over 133.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.296, pruned_loss=0.06456, over 2473969.35 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06042, over 17937.29 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2916, pruned_loss=0.06576, over 2466936.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.0683, over 8074.11 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.06387, over 2474954.22 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05901, over 18804.58 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 05:55:45,865 INFO [train.py:927] (7/8) Epoch 13, batch 23500, giga_loss[loss=0.267, simple_loss=0.3416, pruned_loss=0.09626, over 12399.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03305, over 80.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3024, pruned_loss=0.06905, over 2474897.28 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06186, over 18337.12 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2916, pruned_loss=0.06576, over 2466883.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06713, over 8047.49 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3023, pruned_loss=0.06856, over 2475918.79 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06108, over 19292.51 utterances.], batch size: 80, lr: 2.91e-04
2022-08-29 05:57:32,785 INFO [train.py:927] (7/8) Epoch 13, batch 23550, giga_loss[loss=0.2492, simple_loss=0.332, pruned_loss=0.08318, over 12370.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3086, pruned_loss=0.0734, over 2474316.78 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06264, over 18732.04 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06579, over 2466697.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06968, over 8087.03 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3089, pruned_loss=0.07315, over 2475540.06 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06085, over 19799.07 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 05:59:18,991 INFO [train.py:927] (7/8) Epoch 13, batch 23600, giga_loss[loss=0.1979, simple_loss=0.2873, pruned_loss=0.05424, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07708, over 2474343.92 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06806, over 19561.00 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2918, pruned_loss=0.06595, over 2467206.94 frames. utt_duration=1212 frames, utt_pad_proportion=0.07267, over 8149.48 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.313, pruned_loss=0.07713, over 2475181.82 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06511, over 20831.17 utterances.], batch size: 75, lr: 2.91e-04
2022-08-29 06:01:03,286 INFO [train.py:927] (7/8) Epoch 13, batch 23650, giga_loss[loss=0.2892, simple_loss=0.3531, pruned_loss=0.1126, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.08048, over 2474849.95 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06466, over 19592.87 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2919, pruned_loss=0.066, over 2467101.10 frames. utt_duration=1207 frames, utt_pad_proportion=0.07473, over 8187.17 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3173, pruned_loss=0.08082, over 2475792.91 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06165, over 20882.40 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:02:53,662 INFO [train.py:927] (7/8) Epoch 13, batch 23700, giga_loss[loss=0.2184, simple_loss=0.2896, pruned_loss=0.07356, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02583, over 45.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.08322, over 2474691.26 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06915, over 20266.72 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2916, pruned_loss=0.06584, over 2467016.95 frames. utt_duration=1211 frames, utt_pad_proportion=0.07363, over 8155.62 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3205, pruned_loss=0.08393, over 2475643.38 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06691, over 21526.48 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 06:04:38,303 INFO [train.py:927] (7/8) Epoch 13, batch 23750, giga_loss[loss=0.2406, simple_loss=0.3162, pruned_loss=0.0825, over 12422.00 frames. utt_duration=437.3 frames, utt_pad_proportion=0.04313, over 114.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08262, over 2473719.74 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06949, over 19864.15 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.0657, over 2466962.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.07319, over 8138.91 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3195, pruned_loss=0.08369, over 2474677.15 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06782, over 21150.22 utterances.], batch size: 114, lr: 2.91e-04
2022-08-29 06:06:23,463 INFO [train.py:927] (7/8) Epoch 13, batch 23800, giga_loss[loss=0.2496, simple_loss=0.3251, pruned_loss=0.0871, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3188, pruned_loss=0.08384, over 2473090.06 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07121, over 20589.65 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2907, pruned_loss=0.0655, over 2466584.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.07134, over 8080.93 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08543, over 2474461.48 frames. utt_duration=450 frames, utt_pad_proportion=0.07042, over 22068.58 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 06:08:07,779 INFO [train.py:927] (7/8) Epoch 13, batch 23850, giga_loss[loss=0.235, simple_loss=0.3167, pruned_loss=0.07671, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02773, over 43.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.319, pruned_loss=0.08338, over 2473569.24 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07623, over 20932.31 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2908, pruned_loss=0.06558, over 2466768.43 frames. utt_duration=1214 frames, utt_pad_proportion=0.07434, over 8134.61 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3225, pruned_loss=0.0852, over 2474717.78 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07429, over 22489.73 utterances.], batch size: 43, lr: 2.91e-04
2022-08-29 06:09:57,887 INFO [train.py:927] (7/8) Epoch 13, batch 23900, giga_loss[loss=0.2243, simple_loss=0.3168, pruned_loss=0.06585, over 12422.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3181, pruned_loss=0.08126, over 2473066.97 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07504, over 20272.33 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2908, pruned_loss=0.06563, over 2466987.38 frames. utt_duration=1213 frames, utt_pad_proportion=0.07403, over 8144.05 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3214, pruned_loss=0.08296, over 2473896.91 frames. utt_duration=457 frames, utt_pad_proportion=0.07363, over 21721.83 utterances.], batch size: 146, lr: 2.91e-04
2022-08-29 06:11:42,474 INFO [train.py:927] (7/8) Epoch 13, batch 23950, giga_loss[loss=0.2345, simple_loss=0.3116, pruned_loss=0.07866, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 134.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3157, pruned_loss=0.07965, over 2473396.16 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07423, over 20517.18 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2905, pruned_loss=0.06558, over 2466768.98 frames. utt_duration=1215 frames, utt_pad_proportion=0.0738, over 8131.17 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08131, over 2474367.14 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07323, over 21894.57 utterances.], batch size: 134, lr: 2.91e-04
2022-08-29 06:13:28,579 INFO [train.py:927] (7/8) Epoch 13, batch 24000, libri_loss[loss=0.2168, simple_loss=0.3101, pruned_loss=0.0618, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009812, over 39.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07909, over 2473269.21 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07482, over 20671.53 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2907, pruned_loss=0.06566, over 2466886.54 frames. utt_duration=1217 frames, utt_pad_proportion=0.0727, over 8117.70 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3179, pruned_loss=0.08058, over 2474039.61 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07438, over 22006.11 utterances.], batch size: 39, lr: 2.91e-04
2022-08-29 06:13:28,580 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 06:13:42,325 INFO [train.py:967] (7/8) Epoch 13, validation: loss=0.1769, simple_loss=0.2898, pruned_loss=0.03196, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 06:15:35,431 INFO [train.py:927] (7/8) Epoch 13, batch 24050, libri_loss[loss=0.1937, simple_loss=0.27, pruned_loss=0.0587, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00616, over 32.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3153, pruned_loss=0.07783, over 2474120.33 frames. utt_duration=487 frames, utt_pad_proportion=0.07052, over 20381.28 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2906, pruned_loss=0.06553, over 2466630.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.07195, over 8090.06 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3181, pruned_loss=0.07933, over 2475082.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07066, over 21642.99 utterances.], batch size: 32, lr: 2.91e-04
2022-08-29 06:17:19,836 INFO [train.py:927] (7/8) Epoch 13, batch 24100, giga_loss[loss=0.2054, simple_loss=0.2903, pruned_loss=0.06024, over 12366.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3158, pruned_loss=0.0767, over 2474008.08 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07297, over 20568.84 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2904, pruned_loss=0.06544, over 2466704.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.07093, over 8056.48 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3187, pruned_loss=0.07819, over 2474836.82 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07326, over 21830.48 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:19:02,120 INFO [train.py:927] (7/8) Epoch 13, batch 24150, giga_loss[loss=0.2285, simple_loss=0.3042, pruned_loss=0.07638, over 12366.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04081, over 113.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.315, pruned_loss=0.07657, over 2474514.80 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07251, over 20675.76 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2903, pruned_loss=0.06538, over 2467049.27 frames. utt_duration=1232 frames, utt_pad_proportion=0.06935, over 8017.39 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.0781, over 2475061.23 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07329, over 22045.59 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:20:48,988 INFO [train.py:927] (7/8) Epoch 13, batch 24200, giga_loss[loss=0.2282, simple_loss=0.3062, pruned_loss=0.07513, over 12372.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3132, pruned_loss=0.07667, over 2474102.21 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0692, over 20084.42 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2901, pruned_loss=0.06524, over 2466993.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.07064, over 8045.36 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3169, pruned_loss=0.07856, over 2474931.49 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06975, over 21739.24 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:22:34,698 INFO [train.py:927] (7/8) Epoch 13, batch 24250, giga_loss[loss=0.2096, simple_loss=0.2979, pruned_loss=0.06066, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04145, over 113.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3123, pruned_loss=0.07612, over 2474577.13 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07026, over 20310.19 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2904, pruned_loss=0.06554, over 2467264.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.07347, over 8103.19 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3154, pruned_loss=0.07755, over 2475118.50 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06964, over 21790.38 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:24:19,974 INFO [train.py:927] (7/8) Epoch 13, batch 24300, giga_loss[loss=0.1987, simple_loss=0.2787, pruned_loss=0.05938, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3117, pruned_loss=0.07517, over 2474705.72 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06905, over 20533.61 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2904, pruned_loss=0.06557, over 2467070.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.07386, over 8124.73 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3144, pruned_loss=0.07638, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 2.91e-04
2022-08-29 06:26:02,938 INFO [train.py:927] (7/8) Epoch 13, batch 24350, giga_loss[loss=0.2054, simple_loss=0.2883, pruned_loss=0.06129, over 12392.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.02927, over 62.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07457, over 2474601.42 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06619, over 20295.15 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2902, pruned_loss=0.06549, over 2467289.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.07239, over 8089.35 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3129, pruned_loss=0.07589, over 2475152.20 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06637, over 21730.41 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:27:45,730 INFO [train.py:927] (7/8) Epoch 13, batch 24400, libri_loss[loss=0.2143, simple_loss=0.2967, pruned_loss=0.06592, over 12460.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009057, over 39.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.0745, over 2473814.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07132, over 20867.90 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2904, pruned_loss=0.06547, over 2467171.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.07066, over 8067.01 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3115, pruned_loss=0.07583, over 2474528.43 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07171, over 22391.72 utterances.], batch size: 39, lr: 2.91e-04
2022-08-29 06:29:31,724 INFO [train.py:927] (7/8) Epoch 13, batch 24450, giga_loss[loss=0.2273, simple_loss=0.3102, pruned_loss=0.07223, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03617, over 123.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.307, pruned_loss=0.07409, over 2473781.79 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07029, over 20696.67 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2901, pruned_loss=0.06536, over 2466939.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06945, over 8024.86 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07545, over 2474707.64 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0711, over 22246.40 utterances.], batch size: 123, lr: 2.91e-04
2022-08-29 06:31:17,309 INFO [train.py:927] (7/8) Epoch 13, batch 24500, giga_loss[loss=0.2174, simple_loss=0.2981, pruned_loss=0.06835, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0247, over 45.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3076, pruned_loss=0.07483, over 2473903.01 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07607, over 21671.30 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.29, pruned_loss=0.06523, over 2467066.71 frames. utt_duration=1234 frames, utt_pad_proportion=0.06895, over 8008.66 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.0761, over 2474577.90 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07652, over 23021.83 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 06:32:59,249 INFO [train.py:927] (7/8) Epoch 13, batch 24550, giga_loss[loss=0.199, simple_loss=0.2855, pruned_loss=0.05625, over 12442.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.0751, over 2474422.92 frames. utt_duration=460 frames, utt_pad_proportion=0.07602, over 21582.55 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2902, pruned_loss=0.06527, over 2467032.78 frames. utt_duration=1232 frames, utt_pad_proportion=0.06862, over 8021.00 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.0763, over 2475140.41 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07659, over 22955.68 utterances.], batch size: 75, lr: 2.91e-04
2022-08-29 06:34:45,504 INFO [train.py:927] (7/8) Epoch 13, batch 24600, giga_loss[loss=0.2223, simple_loss=0.3024, pruned_loss=0.07109, over 12267.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02948, over 42.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3084, pruned_loss=0.07524, over 2473439.85 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07796, over 21468.17 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.29, pruned_loss=0.06524, over 2466863.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.06754, over 7996.75 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.0765, over 2474345.07 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07871, over 22953.20 utterances.], batch size: 42, lr: 2.91e-04
2022-08-29 06:36:31,011 INFO [train.py:927] (7/8) Epoch 13, batch 24650, libri_loss[loss=0.1776, simple_loss=0.2581, pruned_loss=0.04857, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008668, over 30.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3101, pruned_loss=0.07725, over 2474004.45 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07746, over 21541.43 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2902, pruned_loss=0.06543, over 2467186.25 frames. utt_duration=1235 frames, utt_pad_proportion=0.06657, over 7999.56 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07834, over 2474579.65 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07847, over 23024.10 utterances.], batch size: 30, lr: 2.91e-04
2022-08-29 06:38:13,157 INFO [train.py:927] (7/8) Epoch 13, batch 24700, giga_loss[loss=0.2199, simple_loss=0.294, pruned_loss=0.07289, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3107, pruned_loss=0.07865, over 2474638.78 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07726, over 21490.11 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2904, pruned_loss=0.06558, over 2467368.14 frames. utt_duration=1237 frames, utt_pad_proportion=0.0656, over 7985.87 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3128, pruned_loss=0.07968, over 2475088.02 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0785, over 23003.58 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:39:56,514 INFO [train.py:927] (7/8) Epoch 13, batch 24750, giga_loss[loss=0.2514, simple_loss=0.3233, pruned_loss=0.08969, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04183, over 113.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3109, pruned_loss=0.07833, over 2474810.82 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0763, over 21028.04 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2905, pruned_loss=0.06552, over 2467477.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.0651, over 7987.01 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3126, pruned_loss=0.0793, over 2475125.95 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07756, over 22333.50 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:41:38,024 INFO [train.py:927] (7/8) Epoch 13, batch 24800, giga_loss[loss=0.2184, simple_loss=0.3001, pruned_loss=0.06835, over 12372.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02815, over 91.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.0766, over 2474935.07 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07263, over 20748.27 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2906, pruned_loss=0.06556, over 2467308.18 frames. utt_duration=1239 frames, utt_pad_proportion=0.06458, over 7975.17 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07743, over 2475388.19 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07401, over 21892.81 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 06:43:22,647 INFO [train.py:927] (7/8) Epoch 13, batch 24850, giga_loss[loss=0.3018, simple_loss=0.3493, pruned_loss=0.1272, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.23, simple_loss=0.308, pruned_loss=0.07604, over 2474966.38 frames. utt_duration=471 frames, utt_pad_proportion=0.07849, over 21082.71 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2905, pruned_loss=0.06537, over 2468038.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06333, over 7959.51 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.31, pruned_loss=0.07732, over 2474962.17 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0799, over 22569.45 utterances.], batch size: 258, lr: 2.91e-04
2022-08-29 06:45:06,103 INFO [train.py:927] (7/8) Epoch 13, batch 24900, giga_loss[loss=0.2671, simple_loss=0.3397, pruned_loss=0.09728, over 12366.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0385, over 113.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3089, pruned_loss=0.07678, over 2474398.54 frames. utt_duration=474 frames, utt_pad_proportion=0.07613, over 20944.83 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2904, pruned_loss=0.06534, over 2468137.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.06284, over 7947.95 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3107, pruned_loss=0.07792, over 2474357.11 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07759, over 22244.07 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:46:53,537 INFO [train.py:927] (7/8) Epoch 13, batch 24950, giga_loss[loss=0.2597, simple_loss=0.34, pruned_loss=0.08972, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3126, pruned_loss=0.07708, over 2474883.92 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07565, over 21425.38 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2905, pruned_loss=0.06537, over 2468275.82 frames. utt_duration=1248 frames, utt_pad_proportion=0.06161, over 7922.83 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3145, pruned_loss=0.07828, over 2474903.50 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07731, over 22845.90 utterances.], batch size: 212, lr: 2.91e-04
2022-08-29 06:48:36,353 INFO [train.py:927] (7/8) Epoch 13, batch 25000, giga_loss[loss=0.239, simple_loss=0.3296, pruned_loss=0.07418, over 12384.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07743, over 2474210.96 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07321, over 20730.86 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2901, pruned_loss=0.06516, over 2468618.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05987, over 7899.73 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.316, pruned_loss=0.07907, over 2474169.12 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07549, over 22442.14 utterances.], batch size: 66, lr: 2.91e-04
2022-08-29 06:50:22,925 INFO [train.py:927] (7/8) Epoch 13, batch 25050, giga_loss[loss=0.2025, simple_loss=0.2924, pruned_loss=0.05632, over 12305.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02459, over 54.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3138, pruned_loss=0.07862, over 2474269.20 frames. utt_duration=471.1 frames, utt_pad_proportion=0.08116, over 21073.92 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2903, pruned_loss=0.06536, over 2468639.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.06353, over 7968.35 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.316, pruned_loss=0.07984, over 2474271.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08131, over 22477.36 utterances.], batch size: 54, lr: 2.91e-04
2022-08-29 06:52:07,978 INFO [train.py:927] (7/8) Epoch 13, batch 25100, giga_loss[loss=0.2456, simple_loss=0.3146, pruned_loss=0.08831, over 12385.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03022, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.07876, over 2474758.34 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07875, over 20897.66 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2905, pruned_loss=0.06569, over 2468694.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.06319, over 7971.97 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.0797, over 2474824.93 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07926, over 22244.78 utterances.], batch size: 51, lr: 2.91e-04
2022-08-29 06:53:53,611 INFO [train.py:927] (7/8) Epoch 13, batch 25150, giga_loss[loss=0.2326, simple_loss=0.3124, pruned_loss=0.0764, over 12476.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04068, over 34.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3122, pruned_loss=0.07898, over 2474702.84 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07609, over 20381.17 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.291, pruned_loss=0.06601, over 2468855.12 frames. utt_duration=1220 frames, utt_pad_proportion=0.07059, over 8101.68 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3139, pruned_loss=0.07968, over 2474717.46 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07409, over 21571.63 utterances.], batch size: 34, lr: 2.91e-04
2022-08-29 06:55:36,543 INFO [train.py:927] (7/8) Epoch 13, batch 25200, giga_loss[loss=0.2185, simple_loss=0.2941, pruned_loss=0.07146, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02752, over 48.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.312, pruned_loss=0.07847, over 2474247.68 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07785, over 19794.74 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2922, pruned_loss=0.06621, over 2468736.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.07316, over 8146.72 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3127, pruned_loss=0.07913, over 2474471.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07533, over 20967.78 utterances.], batch size: 48, lr: 2.91e-04
2022-08-29 06:57:21,131 INFO [train.py:927] (7/8) Epoch 13, batch 25250, giga_loss[loss=0.2017, simple_loss=0.2797, pruned_loss=0.06183, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04803, over 31.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3107, pruned_loss=0.0782, over 2473665.89 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0772, over 19803.59 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2923, pruned_loss=0.06628, over 2468286.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07131, over 8129.20 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3119, pruned_loss=0.07913, over 2474429.11 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07586, over 21225.81 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 06:59:05,075 INFO [train.py:927] (7/8) Epoch 13, batch 25300, giga_loss[loss=0.2584, simple_loss=0.3369, pruned_loss=0.08997, over 12417.00 frames. utt_duration=904.6 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3119, pruned_loss=0.07836, over 2474267.48 frames. utt_duration=492 frames, utt_pad_proportion=0.0784, over 20176.51 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2919, pruned_loss=0.0661, over 2468599.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07084, over 8128.82 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07953, over 2474713.73 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07747, over 21569.23 utterances.], batch size: 55, lr: 2.91e-04
2022-08-29 07:00:52,480 INFO [train.py:927] (7/8) Epoch 13, batch 25350, giga_loss[loss=0.1839, simple_loss=0.2885, pruned_loss=0.03963, over 12323.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05028, over 26.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3124, pruned_loss=0.07742, over 2474814.30 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07387, over 19790.00 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2919, pruned_loss=0.0661, over 2468599.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07084, over 8128.82 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3137, pruned_loss=0.07832, over 2475161.62 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07336, over 20873.98 utterances.], batch size: 26, lr: 2.91e-04
2022-08-29 07:02:37,072 INFO [train.py:927] (7/8) Epoch 13, batch 25400, giga_loss[loss=0.2533, simple_loss=0.3362, pruned_loss=0.0852, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3141, pruned_loss=0.07677, over 2474605.56 frames. utt_duration=514.6 frames, utt_pad_proportion=0.07198, over 19290.62 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.292, pruned_loss=0.06614, over 2468706.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.06955, over 8114.78 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3156, pruned_loss=0.07771, over 2474934.78 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07213, over 20436.15 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 07:04:21,354 INFO [train.py:927] (7/8) Epoch 13, batch 25450, giga_loss[loss=0.2287, simple_loss=0.3141, pruned_loss=0.07167, over 12434.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03857, over 123.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.317, pruned_loss=0.07882, over 2474364.05 frames. utt_duration=505.5 frames, utt_pad_proportion=0.0716, over 19637.54 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2919, pruned_loss=0.06614, over 2468715.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.06878, over 8092.16 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3185, pruned_loss=0.0797, over 2474694.71 frames. utt_duration=479.6 frames, utt_pad_proportion=0.072, over 20705.72 utterances.], batch size: 123, lr: 2.91e-04
2022-08-29 07:06:05,665 INFO [train.py:927] (7/8) Epoch 13, batch 25500, giga_loss[loss=0.2285, simple_loss=0.3044, pruned_loss=0.07629, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3172, pruned_loss=0.07915, over 2474614.84 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06808, over 19360.09 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2924, pruned_loss=0.06633, over 2468652.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.06688, over 8067.37 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3188, pruned_loss=0.08008, over 2475108.46 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06923, over 20596.84 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 07:07:48,560 INFO [train.py:927] (7/8) Epoch 13, batch 25550, giga_loss[loss=0.2077, simple_loss=0.3047, pruned_loss=0.05535, over 12311.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.317, pruned_loss=0.07854, over 2475323.15 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0694, over 19929.45 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2923, pruned_loss=0.06628, over 2469033.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06702, over 8097.24 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3191, pruned_loss=0.07966, over 2475556.67 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07016, over 21195.59 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 07:09:33,714 INFO [train.py:927] (7/8) Epoch 13, batch 25600, giga_loss[loss=0.224, simple_loss=0.3169, pruned_loss=0.06557, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3167, pruned_loss=0.07715, over 2475341.87 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07059, over 19592.83 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2924, pruned_loss=0.06625, over 2469016.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.07021, over 8148.65 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3187, pruned_loss=0.07827, over 2475657.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07001, over 20758.28 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 07:11:16,867 INFO [train.py:927] (7/8) Epoch 13, batch 25650, libri_loss[loss=0.1991, simple_loss=0.2851, pruned_loss=0.05658, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005822, over 35.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3153, pruned_loss=0.07654, over 2475215.55 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06971, over 18917.06 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2923, pruned_loss=0.06603, over 2468749.70 frames. utt_duration=1220 frames, utt_pad_proportion=0.0681, over 8105.65 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.0781, over 2475973.98 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07015, over 20366.43 utterances.], batch size: 35, lr: 2.90e-04
2022-08-29 07:13:07,321 INFO [train.py:927] (7/8) Epoch 13, batch 25700, giga_loss[loss=0.2068, simple_loss=0.2912, pruned_loss=0.06118, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03618, over 80.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3143, pruned_loss=0.07742, over 2475596.95 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07248, over 19658.57 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.292, pruned_loss=0.06591, over 2469102.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.06714, over 8082.59 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.317, pruned_loss=0.07895, over 2476007.13 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07298, over 21016.93 utterances.], batch size: 80, lr: 2.90e-04
2022-08-29 07:14:52,446 INFO [train.py:927] (7/8) Epoch 13, batch 25750, giga_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07822, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3125, pruned_loss=0.07784, over 2475147.90 frames. utt_duration=491.4 frames, utt_pad_proportion=0.08175, over 20207.41 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.292, pruned_loss=0.06604, over 2469286.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06588, over 8060.74 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3151, pruned_loss=0.0792, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 2.90e-04
2022-08-29 07:16:34,031 INFO [train.py:927] (7/8) Epoch 13, batch 25800, libri_loss[loss=0.2253, simple_loss=0.3021, pruned_loss=0.07421, over 12171.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006786, over 33.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07733, over 2474765.60 frames. utt_duration=467.5 frames, utt_pad_proportion=0.08907, over 21242.41 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2927, pruned_loss=0.0662, over 2469225.28 frames. utt_duration=1218 frames, utt_pad_proportion=0.06866, over 8122.48 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07869, over 2475285.61 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08823, over 22755.52 utterances.], batch size: 33, lr: 2.90e-04
2022-08-29 07:18:15,050 INFO [train.py:927] (7/8) Epoch 13, batch 25850, giga_loss[loss=0.2484, simple_loss=0.3294, pruned_loss=0.08367, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.07488, over 2475014.89 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08706, over 21981.22 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2923, pruned_loss=0.06594, over 2469036.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.07164, over 8165.24 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07646, over 2475756.31 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08567, over 23513.32 utterances.], batch size: 98, lr: 2.90e-04
2022-08-29 07:20:03,475 INFO [train.py:927] (7/8) Epoch 13, batch 25900, giga_loss[loss=0.2134, simple_loss=0.2952, pruned_loss=0.06577, over 12449.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07375, over 2475381.53 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08516, over 21827.31 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2925, pruned_loss=0.06587, over 2469483.10 frames. utt_duration=1212 frames, utt_pad_proportion=0.06995, over 8160.36 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3103, pruned_loss=0.07534, over 2475780.49 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08483, over 23483.65 utterances.], batch size: 123, lr: 2.90e-04
2022-08-29 07:21:46,144 INFO [train.py:927] (7/8) Epoch 13, batch 25950, giga_loss[loss=0.2052, simple_loss=0.299, pruned_loss=0.05572, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.0731, over 2475053.12 frames. utt_duration=473 frames, utt_pad_proportion=0.08147, over 20996.14 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06595, over 2469613.10 frames. utt_duration=1217 frames, utt_pad_proportion=0.06869, over 8128.65 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07447, over 2475378.66 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08196, over 22637.56 utterances.], batch size: 62, lr: 2.90e-04
2022-08-29 07:23:29,254 INFO [train.py:927] (7/8) Epoch 13, batch 26000, giga_loss[loss=0.4185, simple_loss=0.4442, pruned_loss=0.1964, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3077, pruned_loss=0.07443, over 2474817.29 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07965, over 21291.28 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2921, pruned_loss=0.06578, over 2469790.78 frames. utt_duration=1219 frames, utt_pad_proportion=0.06797, over 8114.04 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3102, pruned_loss=0.07582, over 2475003.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08047, over 22853.99 utterances.], batch size: 258, lr: 2.90e-04
2022-08-29 07:25:11,068 INFO [train.py:927] (7/8) Epoch 13, batch 26050, libri_loss[loss=0.1957, simple_loss=0.2755, pruned_loss=0.05802, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008928, over 30.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3096, pruned_loss=0.07631, over 2474877.32 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08933, over 22987.57 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2921, pruned_loss=0.06572, over 2470097.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.07097, over 8180.24 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3122, pruned_loss=0.07782, over 2474897.81 frames. utt_duration=403 frames, utt_pad_proportion=0.08866, over 24652.92 utterances.], batch size: 30, lr: 2.90e-04
2022-08-29 07:26:56,273 INFO [train.py:927] (7/8) Epoch 13, batch 26100, giga_loss[loss=0.2528, simple_loss=0.3262, pruned_loss=0.08976, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02498, over 45.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3116, pruned_loss=0.07761, over 2473727.50 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08354, over 22276.85 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2919, pruned_loss=0.06553, over 2469629.68 frames. utt_duration=1215 frames, utt_pad_proportion=0.06977, over 8143.17 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07926, over 2474260.76 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08382, over 23973.66 utterances.], batch size: 45, lr: 2.90e-04
2022-08-29 07:28:41,637 INFO [train.py:927] (7/8) Epoch 13, batch 26150, giga_loss[loss=0.2993, simple_loss=0.3488, pruned_loss=0.1249, over 12399.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3118, pruned_loss=0.07782, over 2473916.18 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08611, over 22129.78 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2918, pruned_loss=0.06548, over 2469466.64 frames. utt_duration=1207 frames, utt_pad_proportion=0.07264, over 8195.59 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07955, over 2474610.57 frames. utt_duration=416 frames, utt_pad_proportion=0.08529, over 23881.24 utterances.], batch size: 259, lr: 2.90e-04
2022-08-29 07:30:28,434 INFO [train.py:927] (7/8) Epoch 13, batch 26200, giga_loss[loss=0.2276, simple_loss=0.3163, pruned_loss=0.06943, over 12360.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05045, over 31.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3122, pruned_loss=0.07786, over 2473764.78 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08178, over 21368.70 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.0655, over 2469530.55 frames. utt_duration=1198 frames, utt_pad_proportion=0.07599, over 8257.06 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.07964, over 2474401.48 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08057, over 23155.48 utterances.], batch size: 31, lr: 2.90e-04
2022-08-29 07:32:16,377 INFO [train.py:927] (7/8) Epoch 13, batch 26250, giga_loss[loss=0.2384, simple_loss=0.3138, pruned_loss=0.08145, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03091, over 80.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3123, pruned_loss=0.07745, over 2473949.11 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08895, over 22483.50 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06578, over 2469246.88 frames. utt_duration=1200 frames, utt_pad_proportion=0.07478, over 8243.00 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3154, pruned_loss=0.079, over 2474865.26 frames. utt_duration=407.7 frames, utt_pad_proportion=0.08799, over 24367.10 utterances.], batch size: 80, lr: 2.90e-04
2022-08-29 07:34:04,946 INFO [train.py:927] (7/8) Epoch 13, batch 26300, giga_loss[loss=0.2275, simple_loss=0.3, pruned_loss=0.07751, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02411, over 48.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07776, over 2473712.20 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08696, over 22082.78 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06572, over 2469107.75 frames. utt_duration=1205 frames, utt_pad_proportion=0.07252, over 8206.10 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07956, over 2474787.52 frames. utt_duration=409.6 frames, utt_pad_proportion=0.08712, over 24254.38 utterances.], batch size: 48, lr: 2.90e-04
2022-08-29 07:35:47,075 INFO [train.py:927] (7/8) Epoch 13, batch 26350, giga_loss[loss=0.2353, simple_loss=0.3106, pruned_loss=0.07999, over 12320.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 85.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3111, pruned_loss=0.07795, over 2473460.05 frames. utt_duration=444.1 frames, utt_pad_proportion=0.09116, over 22349.42 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2923, pruned_loss=0.06601, over 2469215.76 frames. utt_duration=1186 frames, utt_pad_proportion=0.07698, over 8338.44 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07932, over 2474310.35 frames. utt_duration=410.6 frames, utt_pad_proportion=0.0897, over 24191.79 utterances.], batch size: 85, lr: 2.90e-04
2022-08-29 07:37:16,600 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-29 07:39:41,362 INFO [train.py:927] (7/8) Epoch 14, batch 50, giga_loss[loss=0.2362, simple_loss=0.32, pruned_loss=0.0762, over 12305.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.0373, over 51.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3087, pruned_loss=0.06358, over 548054.46 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07671, over 4225.93 utterances.], libri_tot_loss[loss=0.1818, simple_loss=0.2708, pruned_loss=0.04637, over 96714.07 frames. utt_duration=1192 frames, utt_pad_proportion=0.1342, over 325.07 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3159, pruned_loss=0.06685, over 469749.74 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07291, over 4004.85 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 07:41:25,135 INFO [train.py:927] (7/8) Epoch 14, batch 100, giga_loss[loss=0.16, simple_loss=0.2459, pruned_loss=0.03707, over 12363.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.0291, over 28.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05717, over 975385.05 frames. utt_duration=550.1 frames, utt_pad_proportion=0.07066, over 7112.30 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2843, pruned_loss=0.051, over 143941.63 frames. utt_duration=1243 frames, utt_pad_proportion=0.09499, over 463.59 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05801, over 882811.40 frames. utt_duration=512 frames, utt_pad_proportion=0.07006, over 6916.93 utterances.], batch size: 28, lr: 2.83e-04
2022-08-29 07:43:06,666 INFO [train.py:927] (7/8) Epoch 14, batch 150, giga_loss[loss=0.1621, simple_loss=0.2375, pruned_loss=0.0434, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2775, pruned_loss=0.05195, over 1307891.78 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06672, over 9374.44 utterances.], libri_tot_loss[loss=0.1837, simple_loss=0.2732, pruned_loss=0.04705, over 224041.90 frames. utt_duration=1365 frames, utt_pad_proportion=0.06801, over 657.35 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2789, pruned_loss=0.05294, over 1191837.71 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06751, over 9299.11 utterances.], batch size: 37, lr: 2.83e-04
2022-08-29 07:44:47,485 INFO [train.py:927] (7/8) Epoch 14, batch 200, giga_loss[loss=0.1548, simple_loss=0.2364, pruned_loss=0.03655, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2673, pruned_loss=0.04763, over 1565931.54 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06488, over 11433.53 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2774, pruned_loss=0.04879, over 312001.06 frames. utt_duration=1341 frames, utt_pad_proportion=0.05694, over 931.77 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2666, pruned_loss=0.04781, over 1435168.55 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06617, over 11456.83 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 07:46:27,393 INFO [train.py:927] (7/8) Epoch 14, batch 250, giga_loss[loss=0.1666, simple_loss=0.2495, pruned_loss=0.04184, over 12389.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2604, pruned_loss=0.04477, over 1766985.15 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05841, over 12593.35 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2757, pruned_loss=0.04859, over 365035.23 frames. utt_duration=1365 frames, utt_pad_proportion=0.04955, over 1071.03 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.2593, pruned_loss=0.04463, over 1645144.21 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05998, over 12737.54 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 07:48:07,907 INFO [train.py:927] (7/8) Epoch 14, batch 300, giga_loss[loss=0.1634, simple_loss=0.2429, pruned_loss=0.04193, over 12415.00 frames. utt_duration=437.1 frames, utt_pad_proportion=0.04357, over 114.00 utterances.], tot_loss[loss=0.1731, simple_loss=0.2579, pruned_loss=0.04416, over 1923687.43 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06319, over 14413.51 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2788, pruned_loss=0.04989, over 427432.37 frames. utt_duration=1335 frames, utt_pad_proportion=0.04857, over 1281.86 utterances.], giga_tot_loss[loss=0.1714, simple_loss=0.2556, pruned_loss=0.04359, over 1809250.36 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06452, over 14686.91 utterances.], batch size: 114, lr: 2.83e-04
2022-08-29 07:49:49,072 INFO [train.py:927] (7/8) Epoch 14, batch 350, giga_loss[loss=0.1814, simple_loss=0.2639, pruned_loss=0.04944, over 12441.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03687, over 40.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2553, pruned_loss=0.04326, over 2045919.56 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06, over 14909.49 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2784, pruned_loss=0.04927, over 457682.76 frames. utt_duration=1305 frames, utt_pad_proportion=0.052, over 1403.96 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.2533, pruned_loss=0.04283, over 1949278.39 frames. utt_duration=514.7 frames, utt_pad_proportion=0.0609, over 15192.69 utterances.], batch size: 40, lr: 2.83e-04
2022-08-29 07:51:29,079 INFO [train.py:927] (7/8) Epoch 14, batch 400, libri_loss[loss=0.2175, simple_loss=0.3002, pruned_loss=0.06742, over 12341.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01719, over 41.00 utterances.], tot_loss[loss=0.1693, simple_loss=0.2536, pruned_loss=0.04252, over 2140890.48 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06697, over 15658.00 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.279, pruned_loss=0.05025, over 575492.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.06207, over 1801.80 utterances.], giga_tot_loss[loss=0.1665, simple_loss=0.2501, pruned_loss=0.04143, over 2040237.98 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06678, over 16297.28 utterances.], batch size: 41, lr: 2.83e-04
2022-08-29 07:53:12,966 INFO [train.py:927] (7/8) Epoch 14, batch 450, giga_loss[loss=0.1756, simple_loss=0.2508, pruned_loss=0.0502, over 12398.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0255, over 91.00 utterances.], tot_loss[loss=0.1656, simple_loss=0.2493, pruned_loss=0.041, over 2214314.63 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0684, over 16428.93 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2788, pruned_loss=0.05024, over 603412.43 frames. utt_duration=1290 frames, utt_pad_proportion=0.05913, over 1873.41 utterances.], giga_tot_loss[loss=0.1631, simple_loss=0.2461, pruned_loss=0.04, over 2131207.12 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06853, over 17052.25 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 07:54:52,224 INFO [train.py:927] (7/8) Epoch 14, batch 500, giga_loss[loss=0.2198, simple_loss=0.3072, pruned_loss=0.06618, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.1699, simple_loss=0.2534, pruned_loss=0.04325, over 2272806.89 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06483, over 16962.22 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2788, pruned_loss=0.05003, over 658949.43 frames. utt_duration=1299 frames, utt_pad_proportion=0.05382, over 2031.23 utterances.], giga_tot_loss[loss=0.1674, simple_loss=0.2502, pruned_loss=0.04234, over 2199877.03 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06573, over 17736.93 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 07:56:33,858 INFO [train.py:927] (7/8) Epoch 14, batch 550, giga_loss[loss=0.2212, simple_loss=0.3159, pruned_loss=0.06327, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02965, over 45.00 utterances.], tot_loss[loss=0.1811, simple_loss=0.2652, pruned_loss=0.04849, over 2317793.82 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0654, over 17040.32 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2785, pruned_loss=0.05006, over 685646.91 frames. utt_duration=1309 frames, utt_pad_proportion=0.05169, over 2097.46 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2628, pruned_loss=0.04787, over 2258170.09 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06635, over 17800.26 utterances.], batch size: 45, lr: 2.83e-04
2022-08-29 07:58:11,935 INFO [train.py:927] (7/8) Epoch 14, batch 600, giga_loss[loss=0.2055, simple_loss=0.2989, pruned_loss=0.05605, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03042, over 97.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2725, pruned_loss=0.0507, over 2351820.28 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06952, over 17757.38 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2785, pruned_loss=0.0497, over 764174.84 frames. utt_duration=1313 frames, utt_pad_proportion=0.04896, over 2331.08 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2704, pruned_loss=0.05038, over 2297986.32 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07062, over 18799.57 utterances.], batch size: 97, lr: 2.83e-04
2022-08-29 07:59:53,854 INFO [train.py:927] (7/8) Epoch 14, batch 650, giga_loss[loss=0.1967, simple_loss=0.2882, pruned_loss=0.0526, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03017, over 85.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2763, pruned_loss=0.05137, over 2378516.28 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06723, over 17951.36 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.279, pruned_loss=0.04993, over 814448.97 frames. utt_duration=1305 frames, utt_pad_proportion=0.04758, over 2498.86 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2745, pruned_loss=0.0511, over 2332774.83 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06861, over 19049.55 utterances.], batch size: 85, lr: 2.83e-04
2022-08-29 08:01:34,773 INFO [train.py:927] (7/8) Epoch 14, batch 700, giga_loss[loss=0.1993, simple_loss=0.2829, pruned_loss=0.05784, over 12351.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04593, over 26.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2805, pruned_loss=0.05368, over 2399845.80 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06497, over 17626.09 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2788, pruned_loss=0.04975, over 847238.25 frames. utt_duration=1310 frames, utt_pad_proportion=0.04552, over 2590.29 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2791, pruned_loss=0.0536, over 2362138.10 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06657, over 18685.28 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:03:14,526 INFO [train.py:927] (7/8) Epoch 14, batch 750, giga_loss[loss=0.222, simple_loss=0.3129, pruned_loss=0.06559, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2853, pruned_loss=0.05572, over 2416662.27 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06429, over 17551.46 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2786, pruned_loss=0.04974, over 871293.71 frames. utt_duration=1315 frames, utt_pad_proportion=0.04476, over 2653.20 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2844, pruned_loss=0.05576, over 2386209.69 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06576, over 18535.74 utterances.], batch size: 113, lr: 2.83e-04
2022-08-29 08:04:54,647 INFO [train.py:927] (7/8) Epoch 14, batch 800, giga_loss[loss=0.2256, simple_loss=0.3186, pruned_loss=0.06631, over 12420.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03697, over 105.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2907, pruned_loss=0.05762, over 2429356.59 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06351, over 17564.27 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2808, pruned_loss=0.05045, over 910970.79 frames. utt_duration=1316 frames, utt_pad_proportion=0.0426, over 2772.72 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2895, pruned_loss=0.0576, over 2403920.04 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06522, over 18592.26 utterances.], batch size: 105, lr: 2.83e-04
2022-08-29 08:06:35,804 INFO [train.py:927] (7/8) Epoch 14, batch 850, giga_loss[loss=0.1828, simple_loss=0.2801, pruned_loss=0.04277, over 12250.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 54.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05732, over 2437975.52 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06553, over 17838.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05049, over 949628.70 frames. utt_duration=1326 frames, utt_pad_proportion=0.04062, over 2867.34 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05745, over 2416798.08 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06721, over 18906.50 utterances.], batch size: 54, lr: 2.83e-04
2022-08-29 08:08:17,013 INFO [train.py:927] (7/8) Epoch 14, batch 900, giga_loss[loss=0.2276, simple_loss=0.3128, pruned_loss=0.07121, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05711, over 2446226.43 frames. utt_duration=558 frames, utt_pad_proportion=0.06183, over 17581.91 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2814, pruned_loss=0.05044, over 964999.85 frames. utt_duration=1327 frames, utt_pad_proportion=0.03979, over 2912.57 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2918, pruned_loss=0.05729, over 2429161.83 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06355, over 18504.50 utterances.], batch size: 86, lr: 2.83e-04
2022-08-29 08:09:59,288 INFO [train.py:927] (7/8) Epoch 14, batch 950, giga_loss[loss=0.2495, simple_loss=0.3079, pruned_loss=0.09558, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05874, over 2452122.58 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06233, over 17231.50 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05014, over 994517.26 frames. utt_duration=1341 frames, utt_pad_proportion=0.03897, over 2970.86 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05911, over 2438506.30 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06393, over 18157.69 utterances.], batch size: 364, lr: 2.83e-04
2022-08-29 08:11:41,675 INFO [train.py:927] (7/8) Epoch 14, batch 1000, giga_loss[loss=0.2337, simple_loss=0.3026, pruned_loss=0.08235, over 12413.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07213, over 212.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2937, pruned_loss=0.05995, over 2455896.26 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05899, over 16867.08 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.0501, over 1016274.82 frames. utt_duration=1346 frames, utt_pad_proportion=0.03793, over 3023.02 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.294, pruned_loss=0.06038, over 2445130.93 frames. utt_duration=553 frames, utt_pad_proportion=0.06069, over 17732.99 utterances.], batch size: 212, lr: 2.83e-04
2022-08-29 08:13:21,065 INFO [train.py:927] (7/8) Epoch 14, batch 1050, giga_loss[loss=0.1851, simple_loss=0.2755, pruned_loss=0.04735, over 12371.00 frames. utt_duration=670.2 frames, utt_pad_proportion=0.02451, over 74.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2924, pruned_loss=0.05973, over 2459119.98 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05704, over 16134.49 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2808, pruned_loss=0.05064, over 1093588.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0361, over 3257.09 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2931, pruned_loss=0.06036, over 2450264.09 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0594, over 17306.31 utterances.], batch size: 74, lr: 2.83e-04
2022-08-29 08:15:06,087 INFO [train.py:927] (7/8) Epoch 14, batch 1100, giga_loss[loss=0.1824, simple_loss=0.2732, pruned_loss=0.04579, over 12434.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03031, over 80.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2918, pruned_loss=0.05945, over 2461689.40 frames. utt_duration=613.2 frames, utt_pad_proportion=0.05675, over 16098.16 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.281, pruned_loss=0.05069, over 1127289.19 frames. utt_duration=1346 frames, utt_pad_proportion=0.03498, over 3352.74 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2925, pruned_loss=0.06013, over 2454726.03 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05904, over 17234.08 utterances.], batch size: 80, lr: 2.83e-04
2022-08-29 08:16:49,220 INFO [train.py:927] (7/8) Epoch 14, batch 1150, giga_loss[loss=0.1911, simple_loss=0.2766, pruned_loss=0.05286, over 12459.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02533, over 55.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2897, pruned_loss=0.05867, over 2465028.47 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05579, over 16476.99 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2812, pruned_loss=0.05096, over 1160656.05 frames. utt_duration=1322 frames, utt_pad_proportion=0.04305, over 3516.69 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2903, pruned_loss=0.05928, over 2459211.45 frames. utt_duration=562.6 frames, utt_pad_proportion=0.0563, over 17530.42 utterances.], batch size: 55, lr: 2.83e-04
2022-08-29 08:18:31,350 INFO [train.py:927] (7/8) Epoch 14, batch 1200, giga_loss[loss=0.2251, simple_loss=0.2879, pruned_loss=0.0812, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2863, pruned_loss=0.05777, over 2467461.44 frames. utt_duration=552.3 frames, utt_pad_proportion=0.063, over 17918.26 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2817, pruned_loss=0.05117, over 1193141.37 frames. utt_duration=1292 frames, utt_pad_proportion=0.0518, over 3698.04 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2867, pruned_loss=0.05832, over 2462652.32 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06161, over 18913.06 utterances.], batch size: 258, lr: 2.83e-04
2022-08-29 08:20:12,787 INFO [train.py:927] (7/8) Epoch 14, batch 1250, giga_loss[loss=0.1717, simple_loss=0.2562, pruned_loss=0.04356, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04185, over 31.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2855, pruned_loss=0.05704, over 2468515.83 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05885, over 17271.97 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2814, pruned_loss=0.05106, over 1237291.37 frames. utt_duration=1297 frames, utt_pad_proportion=0.04927, over 3819.87 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2861, pruned_loss=0.05772, over 2464480.65 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0585, over 18403.26 utterances.], batch size: 31, lr: 2.83e-04
2022-08-29 08:21:53,647 INFO [train.py:927] (7/8) Epoch 14, batch 1300, libri_loss[loss=0.1666, simple_loss=0.2514, pruned_loss=0.04092, over 12185.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009161, over 30.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2829, pruned_loss=0.05564, over 2469549.40 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05975, over 17176.64 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2806, pruned_loss=0.0508, over 1273755.96 frames. utt_duration=1304 frames, utt_pad_proportion=0.04793, over 3911.83 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2839, pruned_loss=0.05647, over 2466349.22 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05986, over 18380.76 utterances.], batch size: 30, lr: 2.83e-04
2022-08-29 08:23:32,987 INFO [train.py:927] (7/8) Epoch 14, batch 1350, giga_loss[loss=0.1925, simple_loss=0.2786, pruned_loss=0.05322, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0303, over 80.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2805, pruned_loss=0.05547, over 2470342.77 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05635, over 16629.04 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2808, pruned_loss=0.05104, over 1303459.57 frames. utt_duration=1304 frames, utt_pad_proportion=0.04622, over 4003.21 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2812, pruned_loss=0.05612, over 2467698.51 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05709, over 17795.51 utterances.], batch size: 80, lr: 2.83e-04
2022-08-29 08:25:15,895 INFO [train.py:927] (7/8) Epoch 14, batch 1400, giga_loss[loss=0.2044, simple_loss=0.2829, pruned_loss=0.06301, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03564, over 86.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2781, pruned_loss=0.05469, over 2471843.12 frames. utt_duration=601 frames, utt_pad_proportion=0.05645, over 16493.21 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2813, pruned_loss=0.05108, over 1321159.56 frames. utt_duration=1300 frames, utt_pad_proportion=0.04566, over 4069.90 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2784, pruned_loss=0.05525, over 2469516.16 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05724, over 17525.20 utterances.], batch size: 86, lr: 2.83e-04
2022-08-29 08:26:56,061 INFO [train.py:927] (7/8) Epoch 14, batch 1450, libri_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05208, over 12443.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03519, over 46.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2756, pruned_loss=0.0537, over 2472267.91 frames. utt_duration=629.1 frames, utt_pad_proportion=0.05249, over 15757.67 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2817, pruned_loss=0.05107, over 1372241.31 frames. utt_duration=1305 frames, utt_pad_proportion=0.04333, over 4209.90 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2755, pruned_loss=0.05428, over 2470076.10 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05407, over 16966.23 utterances.], batch size: 46, lr: 2.83e-04
2022-08-29 08:28:36,659 INFO [train.py:927] (7/8) Epoch 14, batch 1500, giga_loss[loss=0.2186, simple_loss=0.2978, pruned_loss=0.06973, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06902, over 211.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2736, pruned_loss=0.05313, over 2471676.85 frames. utt_duration=629.5 frames, utt_pad_proportion=0.05276, over 15742.98 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2811, pruned_loss=0.05095, over 1430449.38 frames. utt_duration=1309 frames, utt_pad_proportion=0.04111, over 4377.32 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2735, pruned_loss=0.05379, over 2470625.18 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05474, over 17164.14 utterances.], batch size: 211, lr: 2.83e-04
2022-08-29 08:30:16,219 INFO [train.py:927] (7/8) Epoch 14, batch 1550, giga_loss[loss=0.2022, simple_loss=0.2773, pruned_loss=0.0636, over 12325.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2709, pruned_loss=0.05238, over 2471773.23 frames. utt_duration=673.9 frames, utt_pad_proportion=0.04972, over 14704.44 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2799, pruned_loss=0.05055, over 1456176.11 frames. utt_duration=1320 frames, utt_pad_proportion=0.0401, over 4418.52 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2712, pruned_loss=0.05317, over 2470965.65 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05199, over 16045.01 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 08:32:00,107 INFO [train.py:927] (7/8) Epoch 14, batch 1600, libri_loss[loss=0.1988, simple_loss=0.292, pruned_loss=0.0528, over 12402.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.1444, over 66.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2747, pruned_loss=0.05438, over 2472455.07 frames. utt_duration=644.3 frames, utt_pad_proportion=0.05193, over 15385.23 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2802, pruned_loss=0.05059, over 1471437.61 frames. utt_duration=1311 frames, utt_pad_proportion=0.04113, over 4494.00 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2747, pruned_loss=0.05503, over 2471725.60 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05334, over 16530.56 utterances.], batch size: 66, lr: 2.83e-04
2022-08-29 08:33:44,740 INFO [train.py:927] (7/8) Epoch 14, batch 1650, giga_loss[loss=0.1868, simple_loss=0.2771, pruned_loss=0.04822, over 12399.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02996, over 51.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2799, pruned_loss=0.05748, over 2472403.95 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06109, over 16375.10 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.28, pruned_loss=0.05057, over 1496111.01 frames. utt_duration=1308 frames, utt_pad_proportion=0.04125, over 4582.10 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2799, pruned_loss=0.05812, over 2471917.48 frames. utt_duration=568 frames, utt_pad_proportion=0.06171, over 17454.61 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 08:35:27,615 INFO [train.py:927] (7/8) Epoch 14, batch 1700, giga_loss[loss=0.2181, simple_loss=0.3069, pruned_loss=0.0647, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2844, pruned_loss=0.05842, over 2472375.54 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05956, over 16800.97 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.28, pruned_loss=0.05062, over 1538815.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.04824, over 4804.65 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2845, pruned_loss=0.0592, over 2472342.70 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05899, over 17947.84 utterances.], batch size: 113, lr: 2.82e-04
2022-08-29 08:37:10,534 INFO [train.py:927] (7/8) Epoch 14, batch 1750, giga_loss[loss=0.1999, simple_loss=0.3002, pruned_loss=0.04977, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2912, pruned_loss=0.06187, over 2472637.85 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06705, over 17743.38 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2805, pruned_loss=0.05078, over 1557449.76 frames. utt_duration=1276 frames, utt_pad_proportion=0.04899, over 4887.74 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2912, pruned_loss=0.06258, over 2472510.82 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06617, over 18799.64 utterances.], batch size: 75, lr: 2.82e-04
2022-08-29 08:38:52,423 INFO [train.py:927] (7/8) Epoch 14, batch 1800, giga_loss[loss=0.1769, simple_loss=0.2734, pruned_loss=0.04021, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04267, over 146.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2903, pruned_loss=0.05967, over 2472311.70 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06666, over 17521.11 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2803, pruned_loss=0.05067, over 1579778.01 frames. utt_duration=1279 frames, utt_pad_proportion=0.0478, over 4945.86 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2906, pruned_loss=0.06052, over 2472520.21 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06638, over 18596.82 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 08:40:35,147 INFO [train.py:927] (7/8) Epoch 14, batch 1850, giga_loss[loss=0.2687, simple_loss=0.3463, pruned_loss=0.09557, over 12376.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.291, pruned_loss=0.05935, over 2472607.70 frames. utt_duration=530.7 frames, utt_pad_proportion=0.07789, over 18688.07 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2809, pruned_loss=0.051, over 1588770.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.0542, over 5047.35 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.291, pruned_loss=0.05989, over 2472685.58 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07576, over 19567.76 utterances.], batch size: 183, lr: 2.82e-04
2022-08-29 08:42:26,112 INFO [train.py:927] (7/8) Epoch 14, batch 1900, giga_loss[loss=0.2375, simple_loss=0.3122, pruned_loss=0.0814, over 12431.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.293, pruned_loss=0.06071, over 2472803.99 frames. utt_duration=530.6 frames, utt_pad_proportion=0.07883, over 18694.49 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2808, pruned_loss=0.05087, over 1601793.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05335, over 5076.44 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06135, over 2473027.98 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07742, over 19547.98 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 08:44:11,263 INFO [train.py:927] (7/8) Epoch 14, batch 1950, giga_loss[loss=0.2879, simple_loss=0.3444, pruned_loss=0.1157, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2945, pruned_loss=0.06191, over 2472905.83 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07376, over 18281.69 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2809, pruned_loss=0.05095, over 1631348.39 frames. utt_duration=1266 frames, utt_pad_proportion=0.05278, over 5158.42 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06269, over 2473533.60 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07328, over 19313.41 utterances.], batch size: 260, lr: 2.82e-04
2022-08-29 08:45:54,789 INFO [train.py:927] (7/8) Epoch 14, batch 2000, giga_loss[loss=0.2149, simple_loss=0.2982, pruned_loss=0.06576, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04032, over 26.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2959, pruned_loss=0.06332, over 2473529.55 frames. utt_duration=533.7 frames, utt_pad_proportion=0.07021, over 18589.65 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2808, pruned_loss=0.05094, over 1639758.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.05223, over 5177.81 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06405, over 2474011.76 frames. utt_duration=508.7 frames, utt_pad_proportion=0.0702, over 19512.29 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:47:36,556 INFO [train.py:927] (7/8) Epoch 14, batch 2050, giga_loss[loss=0.235, simple_loss=0.3188, pruned_loss=0.07558, over 12366.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2965, pruned_loss=0.06342, over 2472333.36 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06857, over 17952.90 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2802, pruned_loss=0.05074, over 1664324.40 frames. utt_duration=1277 frames, utt_pad_proportion=0.0508, over 5221.10 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2978, pruned_loss=0.06447, over 2472828.68 frames. utt_duration=522 frames, utt_pad_proportion=0.06916, over 19003.56 utterances.], batch size: 85, lr: 2.82e-04
2022-08-29 08:49:20,430 INFO [train.py:927] (7/8) Epoch 14, batch 2100, giga_loss[loss=0.2158, simple_loss=0.2984, pruned_loss=0.06665, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04239, over 31.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06322, over 2473040.71 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06614, over 17416.66 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2798, pruned_loss=0.0506, over 1699843.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.04866, over 5287.58 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2988, pruned_loss=0.0647, over 2473589.95 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06759, over 18740.79 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 08:51:02,314 INFO [train.py:927] (7/8) Epoch 14, batch 2150, giga_loss[loss=0.2113, simple_loss=0.297, pruned_loss=0.06283, over 12380.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2967, pruned_loss=0.06343, over 2472699.57 frames. utt_duration=592.2 frames, utt_pad_proportion=0.0631, over 16744.65 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2798, pruned_loss=0.05062, over 1715102.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.04759, over 5323.59 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2986, pruned_loss=0.0648, over 2473204.75 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06487, over 17963.01 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 08:52:47,162 INFO [train.py:927] (7/8) Epoch 14, batch 2200, giga_loss[loss=0.1858, simple_loss=0.275, pruned_loss=0.04831, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2963, pruned_loss=0.06345, over 2471937.61 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05917, over 15727.64 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2799, pruned_loss=0.05069, over 1730197.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.04671, over 5363.71 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.06476, over 2472290.24 frames. utt_duration=588 frames, utt_pad_proportion=0.06128, over 16861.31 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 08:54:28,783 INFO [train.py:927] (7/8) Epoch 14, batch 2250, giga_loss[loss=0.1872, simple_loss=0.2813, pruned_loss=0.04652, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02892, over 70.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.0636, over 2472062.63 frames. utt_duration=620.9 frames, utt_pad_proportion=0.06024, over 15965.00 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2799, pruned_loss=0.05057, over 1741107.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.04743, over 5411.99 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2984, pruned_loss=0.06487, over 2472485.43 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06171, over 16951.66 utterances.], batch size: 70, lr: 2.82e-04
2022-08-29 08:56:13,761 INFO [train.py:927] (7/8) Epoch 14, batch 2300, giga_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05624, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02794, over 70.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2961, pruned_loss=0.06295, over 2472306.79 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05827, over 15891.46 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2797, pruned_loss=0.05048, over 1758865.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04625, over 5440.39 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2979, pruned_loss=0.06431, over 2472963.86 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06004, over 16903.52 utterances.], batch size: 70, lr: 2.82e-04
2022-08-29 08:57:56,212 INFO [train.py:927] (7/8) Epoch 14, batch 2350, giga_loss[loss=0.2275, simple_loss=0.3051, pruned_loss=0.0749, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.295, pruned_loss=0.06215, over 2471898.34 frames. utt_duration=639.2 frames, utt_pad_proportion=0.05721, over 15505.14 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.28, pruned_loss=0.05073, over 1793336.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.05011, over 5594.35 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06366, over 2472834.76 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05794, over 16659.77 utterances.], batch size: 133, lr: 2.82e-04
2022-08-29 08:59:40,011 INFO [train.py:927] (7/8) Epoch 14, batch 2400, libri_loss[loss=0.1851, simple_loss=0.2659, pruned_loss=0.05213, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006083, over 31.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2926, pruned_loss=0.06142, over 2471844.57 frames. utt_duration=616.2 frames, utt_pad_proportion=0.06215, over 16085.94 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2797, pruned_loss=0.05068, over 1813409.58 frames. utt_duration=1291 frames, utt_pad_proportion=0.04863, over 5623.16 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2947, pruned_loss=0.06295, over 2472603.11 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06296, over 17265.14 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 09:01:22,686 INFO [train.py:927] (7/8) Epoch 14, batch 2450, giga_loss[loss=0.2016, simple_loss=0.2826, pruned_loss=0.06035, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03675, over 51.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2906, pruned_loss=0.06108, over 2472185.00 frames. utt_duration=629 frames, utt_pad_proportion=0.06194, over 15759.40 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2796, pruned_loss=0.05062, over 1829520.43 frames. utt_duration=1292 frames, utt_pad_proportion=0.04789, over 5670.22 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.06257, over 2472966.39 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06299, over 16891.63 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 09:03:04,378 INFO [train.py:927] (7/8) Epoch 14, batch 2500, giga_loss[loss=0.2046, simple_loss=0.2809, pruned_loss=0.0641, over 12434.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03218, over 80.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2879, pruned_loss=0.05996, over 2471821.72 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05868, over 15726.24 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2801, pruned_loss=0.0509, over 1848409.15 frames. utt_duration=1297 frames, utt_pad_proportion=0.04664, over 5707.80 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2894, pruned_loss=0.06123, over 2472555.79 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06023, over 16858.59 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 09:04:46,611 INFO [train.py:927] (7/8) Epoch 14, batch 2550, giga_loss[loss=0.1695, simple_loss=0.2529, pruned_loss=0.04306, over 12102.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03877, over 30.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2845, pruned_loss=0.0585, over 2472061.90 frames. utt_duration=650.2 frames, utt_pad_proportion=0.05438, over 15243.60 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2802, pruned_loss=0.05096, over 1857459.49 frames. utt_duration=1302 frames, utt_pad_proportion=0.04602, over 5715.11 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2858, pruned_loss=0.05959, over 2472866.07 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05615, over 16259.48 utterances.], batch size: 30, lr: 2.82e-04
2022-08-29 09:06:27,154 INFO [train.py:927] (7/8) Epoch 14, batch 2600, giga_loss[loss=0.1729, simple_loss=0.2499, pruned_loss=0.04798, over 12144.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03437, over 36.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2853, pruned_loss=0.05847, over 2472225.70 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05611, over 16068.76 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2805, pruned_loss=0.05122, over 1875592.28 frames. utt_duration=1284 frames, utt_pad_proportion=0.0518, over 5851.14 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2861, pruned_loss=0.05933, over 2472934.59 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05553, over 17020.90 utterances.], batch size: 36, lr: 2.82e-04
2022-08-29 09:08:10,023 INFO [train.py:927] (7/8) Epoch 14, batch 2650, giga_loss[loss=0.204, simple_loss=0.2956, pruned_loss=0.05623, over 12408.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05753, over 182.00 utterances.], tot_loss[loss=0.202, simple_loss=0.287, pruned_loss=0.0585, over 2473520.17 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05393, over 16865.71 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2807, pruned_loss=0.05134, over 1881445.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.05125, over 5863.60 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2876, pruned_loss=0.05916, over 2474157.53 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05376, over 17686.47 utterances.], batch size: 182, lr: 2.82e-04
2022-08-29 09:09:51,334 INFO [train.py:927] (7/8) Epoch 14, batch 2700, giga_loss[loss=0.1617, simple_loss=0.2598, pruned_loss=0.03182, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2872, pruned_loss=0.05787, over 2474147.73 frames. utt_duration=549.3 frames, utt_pad_proportion=0.058, over 18066.42 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2808, pruned_loss=0.05143, over 1887376.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.05074, over 5876.91 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2877, pruned_loss=0.0584, over 2474636.27 frames. utt_duration=528 frames, utt_pad_proportion=0.05787, over 18799.47 utterances.], batch size: 74, lr: 2.82e-04
2022-08-29 09:11:32,202 INFO [train.py:927] (7/8) Epoch 14, batch 2750, giga_loss[loss=0.2226, simple_loss=0.3099, pruned_loss=0.06771, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03266, over 85.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2883, pruned_loss=0.05778, over 2474335.37 frames. utt_duration=534 frames, utt_pad_proportion=0.057, over 18587.07 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2814, pruned_loss=0.05157, over 1907411.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.04899, over 5919.47 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2885, pruned_loss=0.0583, over 2474883.17 frames. utt_duration=508.8 frames, utt_pad_proportion=0.05748, over 19512.96 utterances.], batch size: 85, lr: 2.82e-04
2022-08-29 09:13:13,509 INFO [train.py:927] (7/8) Epoch 14, batch 2800, giga_loss[loss=0.2183, simple_loss=0.2975, pruned_loss=0.06951, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04088, over 37.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2894, pruned_loss=0.05832, over 2475213.47 frames. utt_duration=537 frames, utt_pad_proportion=0.0568, over 18487.41 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.282, pruned_loss=0.05191, over 1921326.11 frames. utt_duration=1274 frames, utt_pad_proportion=0.05425, over 6040.18 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2894, pruned_loss=0.05865, over 2475778.96 frames. utt_duration=511.9 frames, utt_pad_proportion=0.05581, over 19402.98 utterances.], batch size: 37, lr: 2.82e-04
2022-08-29 09:14:55,352 INFO [train.py:927] (7/8) Epoch 14, batch 2850, giga_loss[loss=0.1951, simple_loss=0.2811, pruned_loss=0.05448, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2907, pruned_loss=0.05861, over 2474227.43 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05679, over 17679.34 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2823, pruned_loss=0.0519, over 1942640.29 frames. utt_duration=1278 frames, utt_pad_proportion=0.05228, over 6089.46 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2907, pruned_loss=0.05912, over 2475086.16 frames. utt_duration=527.8 frames, utt_pad_proportion=0.0566, over 18812.89 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 09:16:37,344 INFO [train.py:927] (7/8) Epoch 14, batch 2900, giga_loss[loss=0.1972, simple_loss=0.2807, pruned_loss=0.05684, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0461, over 34.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2912, pruned_loss=0.05859, over 2474958.31 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06171, over 17396.83 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2827, pruned_loss=0.05211, over 1963812.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05651, over 6242.67 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2912, pruned_loss=0.05909, over 2475436.66 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06003, over 18584.94 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:18:21,034 INFO [train.py:927] (7/8) Epoch 14, batch 2950, giga_loss[loss=0.1819, simple_loss=0.2637, pruned_loss=0.05002, over 12192.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.0367, over 33.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2914, pruned_loss=0.05875, over 2474517.67 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06136, over 17677.93 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2827, pruned_loss=0.0521, over 1966180.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.05624, over 6244.45 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2914, pruned_loss=0.05918, over 2475042.63 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06014, over 18650.84 utterances.], batch size: 33, lr: 2.82e-04
2022-08-29 09:20:02,130 INFO [train.py:927] (7/8) Epoch 14, batch 3000, giga_loss[loss=0.1796, simple_loss=0.2678, pruned_loss=0.04566, over 12316.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03589, over 62.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2896, pruned_loss=0.05769, over 2473853.39 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05726, over 16727.11 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2835, pruned_loss=0.05235, over 1978579.77 frames. utt_duration=1262 frames, utt_pad_proportion=0.05502, over 6277.95 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2892, pruned_loss=0.05798, over 2474437.90 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05685, over 17718.25 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 09:20:02,132 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 09:20:15,834 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1786, simple_loss=0.2871, pruned_loss=0.03504, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 09:21:51,171 INFO [train.py:927] (7/8) Epoch 14, batch 3050, giga_loss[loss=0.2097, simple_loss=0.2975, pruned_loss=0.06093, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2873, pruned_loss=0.05658, over 2473487.09 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05297, over 16212.46 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.283, pruned_loss=0.05205, over 1992725.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05357, over 6283.56 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2875, pruned_loss=0.05716, over 2474432.05 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05333, over 17267.52 utterances.], batch size: 113, lr: 2.82e-04
2022-08-29 09:23:33,702 INFO [train.py:927] (7/8) Epoch 14, batch 3100, giga_loss[loss=0.1887, simple_loss=0.2752, pruned_loss=0.05103, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04323, over 26.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2883, pruned_loss=0.05626, over 2473837.66 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0566, over 16810.22 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2827, pruned_loss=0.05183, over 2004446.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05262, over 6294.23 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2888, pruned_loss=0.05699, over 2474764.12 frames. utt_duration=555.5 frames, utt_pad_proportion=0.057, over 17866.99 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 09:25:13,892 INFO [train.py:927] (7/8) Epoch 14, batch 3150, libri_loss[loss=0.2171, simple_loss=0.3082, pruned_loss=0.06303, over 12222.00 frames. utt_duration=1439 frames, utt_pad_proportion=0.006094, over 34.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2879, pruned_loss=0.0567, over 2474006.36 frames. utt_duration=585.6 frames, utt_pad_proportion=0.0541, over 16941.96 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2825, pruned_loss=0.05173, over 2015766.98 frames. utt_duration=1277 frames, utt_pad_proportion=0.05256, over 6323.81 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05744, over 2475013.29 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05457, over 18000.50 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:26:53,625 INFO [train.py:927] (7/8) Epoch 14, batch 3200, giga_loss[loss=0.2198, simple_loss=0.2995, pruned_loss=0.07006, over 12412.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2861, pruned_loss=0.05662, over 2474177.33 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05243, over 16533.31 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2824, pruned_loss=0.05176, over 2027113.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05628, over 6409.48 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2867, pruned_loss=0.05731, over 2474972.55 frames. utt_duration=566 frames, utt_pad_proportion=0.05175, over 17535.92 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 09:28:29,729 INFO [train.py:927] (7/8) Epoch 14, batch 3250, giga_loss[loss=0.1801, simple_loss=0.2578, pruned_loss=0.05124, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03558, over 40.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2843, pruned_loss=0.05614, over 2474601.82 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05184, over 16576.76 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2825, pruned_loss=0.05162, over 2038473.01 frames. utt_duration=1270 frames, utt_pad_proportion=0.05499, over 6429.13 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2848, pruned_loss=0.05689, over 2474985.77 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05173, over 17581.13 utterances.], batch size: 40, lr: 2.82e-04
2022-08-29 09:30:09,202 INFO [train.py:927] (7/8) Epoch 14, batch 3300, giga_loss[loss=0.2037, simple_loss=0.2831, pruned_loss=0.06212, over 12346.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2808, pruned_loss=0.05493, over 2473666.92 frames. utt_duration=616.7 frames, utt_pad_proportion=0.04866, over 16084.55 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2826, pruned_loss=0.05181, over 2049017.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05414, over 6438.42 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2811, pruned_loss=0.05547, over 2474183.59 frames. utt_duration=580.3 frames, utt_pad_proportion=0.049, over 17097.54 utterances.], batch size: 91, lr: 2.82e-04
2022-08-29 09:31:47,191 INFO [train.py:927] (7/8) Epoch 14, batch 3350, giga_loss[loss=0.2423, simple_loss=0.3119, pruned_loss=0.08629, over 12359.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2794, pruned_loss=0.05466, over 2474277.42 frames. utt_duration=591 frames, utt_pad_proportion=0.05541, over 16788.10 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.05163, over 2063316.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.05269, over 6440.95 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.28, pruned_loss=0.05531, over 2474999.31 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05568, over 17888.58 utterances.], batch size: 363, lr: 2.82e-04
2022-08-29 09:33:26,750 INFO [train.py:927] (7/8) Epoch 14, batch 3400, giga_loss[loss=0.2176, simple_loss=0.301, pruned_loss=0.06714, over 12285.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02958, over 45.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2807, pruned_loss=0.05531, over 2473974.41 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05258, over 16265.70 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2818, pruned_loss=0.05155, over 2071311.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.05188, over 6454.02 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2813, pruned_loss=0.05593, over 2474684.59 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05323, over 17296.63 utterances.], batch size: 45, lr: 2.82e-04
2022-08-29 09:35:05,250 INFO [train.py:927] (7/8) Epoch 14, batch 3450, giga_loss[loss=0.2288, simple_loss=0.3108, pruned_loss=0.07342, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2835, pruned_loss=0.05623, over 2473085.51 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05594, over 16411.04 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.05168, over 2084835.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.05607, over 6548.91 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2838, pruned_loss=0.05677, over 2473975.49 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05498, over 17474.82 utterances.], batch size: 105, lr: 2.82e-04
2022-08-29 09:36:53,126 INFO [train.py:927] (7/8) Epoch 14, batch 3500, giga_loss[loss=0.2202, simple_loss=0.2989, pruned_loss=0.07077, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2865, pruned_loss=0.05752, over 2472994.96 frames. utt_duration=604.6 frames, utt_pad_proportion=0.0533, over 16402.45 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2819, pruned_loss=0.05163, over 2097810.23 frames. utt_duration=1282 frames, utt_pad_proportion=0.05434, over 6550.61 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.287, pruned_loss=0.05816, over 2474089.21 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05324, over 17569.53 utterances.], batch size: 45, lr: 2.82e-04
2022-08-29 09:38:36,404 INFO [train.py:927] (7/8) Epoch 14, batch 3550, giga_loss[loss=0.2587, simple_loss=0.3381, pruned_loss=0.08962, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03502, over 98.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2936, pruned_loss=0.06298, over 2473399.42 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06089, over 17652.81 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2817, pruned_loss=0.05169, over 2113849.66 frames. utt_duration=1287 frames, utt_pad_proportion=0.0527, over 6575.36 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06381, over 2474752.74 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06106, over 19010.95 utterances.], batch size: 98, lr: 2.82e-04
2022-08-29 09:40:18,442 INFO [train.py:927] (7/8) Epoch 14, batch 3600, giga_loss[loss=0.225, simple_loss=0.3121, pruned_loss=0.06894, over 12328.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0304, over 66.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2992, pruned_loss=0.06672, over 2473612.05 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07227, over 19020.64 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2817, pruned_loss=0.05169, over 2117280.02 frames. utt_duration=1284 frames, utt_pad_proportion=0.05345, over 6601.45 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06751, over 2474835.83 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07161, over 20174.79 utterances.], batch size: 66, lr: 2.82e-04
2022-08-29 09:42:00,723 INFO [train.py:927] (7/8) Epoch 14, batch 3650, giga_loss[loss=0.3456, simple_loss=0.3912, pruned_loss=0.15, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07566, over 212.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3056, pruned_loss=0.07095, over 2473338.63 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07121, over 19221.18 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2818, pruned_loss=0.05165, over 2122209.34 frames. utt_duration=1288 frames, utt_pad_proportion=0.05279, over 6596.45 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07182, over 2474648.09 frames. utt_duration=489.1 frames, utt_pad_proportion=0.071, over 20299.89 utterances.], batch size: 212, lr: 2.82e-04
2022-08-29 09:43:42,520 INFO [train.py:927] (7/8) Epoch 14, batch 3700, giga_loss[loss=0.2917, simple_loss=0.3531, pruned_loss=0.1151, over 12363.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3098, pruned_loss=0.0744, over 2473222.44 frames. utt_duration=498 frames, utt_pad_proportion=0.07146, over 19926.25 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2817, pruned_loss=0.05155, over 2127340.57 frames. utt_duration=1291 frames, utt_pad_proportion=0.05213, over 6600.43 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.311, pruned_loss=0.07545, over 2474372.14 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07157, over 20949.51 utterances.], batch size: 183, lr: 2.82e-04
2022-08-29 09:45:27,559 INFO [train.py:927] (7/8) Epoch 14, batch 3750, giga_loss[loss=0.2361, simple_loss=0.3114, pruned_loss=0.08035, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0385, over 40.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3164, pruned_loss=0.08046, over 2473543.99 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0777, over 21489.40 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2817, pruned_loss=0.05149, over 2132256.88 frames. utt_duration=1295 frames, utt_pad_proportion=0.05159, over 6595.41 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3177, pruned_loss=0.08166, over 2474668.20 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07773, over 22482.30 utterances.], batch size: 40, lr: 2.82e-04
2022-08-29 09:47:13,250 INFO [train.py:927] (7/8) Epoch 14, batch 3800, giga_loss[loss=0.2292, simple_loss=0.312, pruned_loss=0.07325, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04074, over 28.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3187, pruned_loss=0.08257, over 2473579.62 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07643, over 21489.46 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2816, pruned_loss=0.05138, over 2139073.63 frames. utt_duration=1299 frames, utt_pad_proportion=0.05069, over 6595.50 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3204, pruned_loss=0.08416, over 2474425.62 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07688, over 22546.48 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 09:48:56,708 INFO [train.py:927] (7/8) Epoch 14, batch 3850, giga_loss[loss=0.2083, simple_loss=0.2944, pruned_loss=0.06108, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03354, over 39.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08189, over 2473458.88 frames. utt_duration=463.9 frames, utt_pad_proportion=0.0758, over 21396.15 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2817, pruned_loss=0.05143, over 2147497.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.05005, over 6619.51 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3192, pruned_loss=0.08377, over 2474004.08 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07651, over 22525.38 utterances.], batch size: 39, lr: 2.82e-04
2022-08-29 09:50:43,284 INFO [train.py:927] (7/8) Epoch 14, batch 3900, giga_loss[loss=0.2789, simple_loss=0.3355, pruned_loss=0.1112, over 12340.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3187, pruned_loss=0.08239, over 2473457.53 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07878, over 22481.63 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2815, pruned_loss=0.05128, over 2158043.03 frames. utt_duration=1304 frames, utt_pad_proportion=0.0491, over 6627.61 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3217, pruned_loss=0.08494, over 2474514.67 frames. utt_duration=416.6 frames, utt_pad_proportion=0.07959, over 23840.28 utterances.], batch size: 367, lr: 2.82e-04
2022-08-29 09:52:26,536 INFO [train.py:927] (7/8) Epoch 14, batch 3950, giga_loss[loss=0.2295, simple_loss=0.3212, pruned_loss=0.0689, over 12467.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03003, over 55.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3191, pruned_loss=0.08245, over 2473623.89 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08282, over 23259.82 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2815, pruned_loss=0.05136, over 2164132.79 frames. utt_duration=1307 frames, utt_pad_proportion=0.04824, over 6629.06 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.322, pruned_loss=0.08495, over 2474623.67 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0836, over 24620.90 utterances.], batch size: 55, lr: 2.82e-04
2022-08-29 09:54:12,875 INFO [train.py:927] (7/8) Epoch 14, batch 4000, giga_loss[loss=0.2109, simple_loss=0.2986, pruned_loss=0.06163, over 12361.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08137, over 2474141.27 frames. utt_duration=421 frames, utt_pad_proportion=0.08339, over 23590.39 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2815, pruned_loss=0.05139, over 2171632.14 frames. utt_duration=1313 frames, utt_pad_proportion=0.04723, over 6624.43 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3221, pruned_loss=0.08401, over 2475073.40 frames. utt_duration=396.9 frames, utt_pad_proportion=0.0844, over 25038.87 utterances.], batch size: 122, lr: 2.82e-04
2022-08-29 09:55:57,278 INFO [train.py:927] (7/8) Epoch 14, batch 4050, giga_loss[loss=0.2511, simple_loss=0.3272, pruned_loss=0.08747, over 12362.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05342, over 161.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3172, pruned_loss=0.07822, over 2474658.11 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07917, over 22383.09 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05136, over 2182019.09 frames. utt_duration=1318 frames, utt_pad_proportion=0.04585, over 6629.47 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3192, pruned_loss=0.08125, over 2475479.75 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08088, over 24053.53 utterances.], batch size: 161, lr: 2.82e-04
2022-08-29 09:57:41,548 INFO [train.py:927] (7/8) Epoch 14, batch 4100, giga_loss[loss=0.2262, simple_loss=0.3113, pruned_loss=0.07059, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02751, over 48.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3146, pruned_loss=0.07651, over 2474648.38 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0775, over 21801.55 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05138, over 2187622.44 frames. utt_duration=1321 frames, utt_pad_proportion=0.04505, over 6630.85 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3167, pruned_loss=0.07936, over 2475501.95 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07939, over 23407.83 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 09:59:34,928 INFO [train.py:927] (7/8) Epoch 14, batch 4150, libri_loss[loss=0.1582, simple_loss=0.2418, pruned_loss=0.03731, over 12390.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008733, over 30.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3134, pruned_loss=0.07563, over 2474670.72 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07773, over 21347.54 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2836, pruned_loss=0.05152, over 2195790.23 frames. utt_duration=1312 frames, utt_pad_proportion=0.0496, over 6702.80 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.316, pruned_loss=0.0785, over 2475659.24 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07845, over 22985.61 utterances.], batch size: 30, lr: 2.81e-04
2022-08-29 10:01:19,683 INFO [train.py:927] (7/8) Epoch 14, batch 4200, giga_loss[loss=0.2417, simple_loss=0.3329, pruned_loss=0.07525, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3144, pruned_loss=0.07475, over 2474760.41 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07591, over 21294.70 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.05155, over 2201141.80 frames. utt_duration=1311 frames, utt_pad_proportion=0.04885, over 6723.54 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3171, pruned_loss=0.07743, over 2475719.06 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07699, over 22846.47 utterances.], batch size: 75, lr: 2.81e-04
2022-08-29 10:03:05,605 INFO [train.py:927] (7/8) Epoch 14, batch 4250, giga_loss[loss=0.2288, simple_loss=0.3128, pruned_loss=0.07235, over 12444.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03774, over 123.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3142, pruned_loss=0.07488, over 2474676.22 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07319, over 21464.26 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05142, over 2202444.09 frames. utt_duration=1313 frames, utt_pad_proportion=0.04885, over 6716.92 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3165, pruned_loss=0.07717, over 2475481.69 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07421, over 22746.69 utterances.], batch size: 123, lr: 2.81e-04
2022-08-29 10:04:52,511 INFO [train.py:927] (7/8) Epoch 14, batch 4300, giga_loss[loss=0.2193, simple_loss=0.2944, pruned_loss=0.07209, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03413, over 105.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3127, pruned_loss=0.07518, over 2474948.99 frames. utt_duration=460 frames, utt_pad_proportion=0.07257, over 21589.22 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2838, pruned_loss=0.05167, over 2207904.73 frames. utt_duration=1315 frames, utt_pad_proportion=0.04799, over 6723.59 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3148, pruned_loss=0.07722, over 2475520.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07374, over 22860.36 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:06:42,114 INFO [train.py:927] (7/8) Epoch 14, batch 4350, giga_loss[loss=0.2156, simple_loss=0.3047, pruned_loss=0.06322, over 12415.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3117, pruned_loss=0.07477, over 2475100.22 frames. utt_duration=456 frames, utt_pad_proportion=0.07822, over 21782.53 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05191, over 2212014.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.05252, over 6809.90 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3136, pruned_loss=0.07652, over 2475431.52 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07782, over 22924.11 utterances.], batch size: 122, lr: 2.81e-04
2022-08-29 10:08:24,958 INFO [train.py:927] (7/8) Epoch 14, batch 4400, giga_loss[loss=0.2335, simple_loss=0.3091, pruned_loss=0.07891, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3122, pruned_loss=0.07431, over 2474344.72 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0793, over 21581.12 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05231, over 2218510.93 frames. utt_duration=1293 frames, utt_pad_proportion=0.05209, over 6869.11 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3135, pruned_loss=0.07587, over 2474612.49 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07927, over 22768.61 utterances.], batch size: 123, lr: 2.81e-04
2022-08-29 10:10:10,154 INFO [train.py:927] (7/8) Epoch 14, batch 4450, giga_loss[loss=0.2061, simple_loss=0.2893, pruned_loss=0.06141, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3107, pruned_loss=0.07393, over 2475151.44 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07701, over 21624.70 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2852, pruned_loss=0.05241, over 2228767.94 frames. utt_duration=1293 frames, utt_pad_proportion=0.05052, over 6900.64 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3126, pruned_loss=0.07591, over 2475198.93 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07787, over 23087.28 utterances.], batch size: 97, lr: 2.81e-04
2022-08-29 10:11:57,605 INFO [train.py:927] (7/8) Epoch 14, batch 4500, giga_loss[loss=0.2504, simple_loss=0.3185, pruned_loss=0.09117, over 12448.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02961, over 80.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3107, pruned_loss=0.07468, over 2475725.43 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07308, over 21492.10 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05263, over 2232194.12 frames. utt_duration=1290 frames, utt_pad_proportion=0.05046, over 6932.06 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3122, pruned_loss=0.07636, over 2475981.37 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07411, over 22810.86 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:13:39,505 INFO [train.py:927] (7/8) Epoch 14, batch 4550, giga_loss[loss=0.2019, simple_loss=0.2795, pruned_loss=0.06216, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3081, pruned_loss=0.0736, over 2475175.62 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07366, over 20989.26 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.0526, over 2237975.60 frames. utt_duration=1294 frames, utt_pad_proportion=0.04946, over 6925.74 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3098, pruned_loss=0.07547, over 2475626.86 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07496, over 22391.54 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 10:15:25,425 INFO [train.py:927] (7/8) Epoch 14, batch 4600, libri_loss[loss=0.2061, simple_loss=0.2964, pruned_loss=0.05789, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01001, over 39.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3072, pruned_loss=0.07344, over 2475389.14 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07831, over 21238.10 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.05261, over 2246019.42 frames. utt_duration=1300 frames, utt_pad_proportion=0.04814, over 6921.41 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07563, over 2475886.27 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07975, over 22846.42 utterances.], batch size: 39, lr: 2.81e-04
2022-08-29 10:17:07,576 INFO [train.py:927] (7/8) Epoch 14, batch 4650, giga_loss[loss=0.2163, simple_loss=0.3032, pruned_loss=0.06471, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03222, over 104.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3077, pruned_loss=0.07314, over 2474945.80 frames. utt_duration=472.8 frames, utt_pad_proportion=0.08088, over 21002.33 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05321, over 2253904.94 frames. utt_duration=1296 frames, utt_pad_proportion=0.04742, over 6965.79 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07507, over 2475378.48 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08249, over 22716.69 utterances.], batch size: 104, lr: 2.81e-04
2022-08-29 10:18:52,256 INFO [train.py:927] (7/8) Epoch 14, batch 4700, giga_loss[loss=0.2274, simple_loss=0.3093, pruned_loss=0.07272, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3067, pruned_loss=0.07201, over 2474662.28 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07783, over 20672.88 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05309, over 2259259.99 frames. utt_duration=1301 frames, utt_pad_proportion=0.04649, over 6955.80 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3088, pruned_loss=0.07408, over 2475102.32 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07978, over 22348.89 utterances.], batch size: 85, lr: 2.81e-04
2022-08-29 10:20:41,591 INFO [train.py:927] (7/8) Epoch 14, batch 4750, giga_loss[loss=0.2463, simple_loss=0.3202, pruned_loss=0.08618, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.308, pruned_loss=0.07337, over 2474635.77 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0757, over 20156.85 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05324, over 2263546.73 frames. utt_duration=1298 frames, utt_pad_proportion=0.04624, over 6983.46 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3098, pruned_loss=0.07525, over 2474957.60 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07773, over 21711.83 utterances.], batch size: 146, lr: 2.81e-04
2022-08-29 10:22:24,850 INFO [train.py:927] (7/8) Epoch 14, batch 4800, giga_loss[loss=0.2202, simple_loss=0.3082, pruned_loss=0.06607, over 12431.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03278, over 75.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3078, pruned_loss=0.07399, over 2474551.29 frames. utt_duration=500.4 frames, utt_pad_proportion=0.0694, over 19836.80 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2866, pruned_loss=0.05346, over 2266874.40 frames. utt_duration=1300 frames, utt_pad_proportion=0.04569, over 6980.68 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07559, over 2474632.31 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0717, over 21247.73 utterances.], batch size: 75, lr: 2.81e-04
2022-08-29 10:24:08,788 INFO [train.py:927] (7/8) Epoch 14, batch 4850, giga_loss[loss=0.2263, simple_loss=0.3098, pruned_loss=0.07138, over 12454.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04046, over 114.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.307, pruned_loss=0.07386, over 2474333.01 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0664, over 19555.25 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05349, over 2272537.68 frames. utt_duration=1302 frames, utt_pad_proportion=0.04503, over 6988.99 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.309, pruned_loss=0.07565, over 2474822.30 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06889, over 21017.15 utterances.], batch size: 114, lr: 2.81e-04
2022-08-29 10:25:49,985 INFO [train.py:927] (7/8) Epoch 14, batch 4900, giga_loss[loss=0.2312, simple_loss=0.3142, pruned_loss=0.0741, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.307, pruned_loss=0.07263, over 2473515.02 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06634, over 19256.61 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05363, over 2274598.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.05, over 7074.09 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07411, over 2473853.50 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06693, over 20441.67 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 10:27:36,217 INFO [train.py:927] (7/8) Epoch 14, batch 4950, giga_loss[loss=0.2275, simple_loss=0.303, pruned_loss=0.07599, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03537, over 104.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.0725, over 2473122.31 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06439, over 18642.80 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05371, over 2284013.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.04867, over 7091.17 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.308, pruned_loss=0.07444, over 2473675.96 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06564, over 20104.70 utterances.], batch size: 104, lr: 2.81e-04
2022-08-29 10:29:23,325 INFO [train.py:927] (7/8) Epoch 14, batch 5000, giga_loss[loss=0.2578, simple_loss=0.331, pruned_loss=0.09227, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03256, over 37.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07247, over 2473457.84 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06711, over 19145.06 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05348, over 2288533.46 frames. utt_duration=1296 frames, utt_pad_proportion=0.04792, over 7071.20 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.308, pruned_loss=0.0746, over 2474035.62 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06825, over 20588.91 utterances.], batch size: 37, lr: 2.81e-04
2022-08-29 10:31:09,810 INFO [train.py:927] (7/8) Epoch 14, batch 5050, giga_loss[loss=0.2212, simple_loss=0.32, pruned_loss=0.0612, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3109, pruned_loss=0.07434, over 2474532.22 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06962, over 20707.26 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05349, over 2291384.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04731, over 7073.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.313, pruned_loss=0.0763, over 2474907.41 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07063, over 22027.01 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:32:52,808 INFO [train.py:927] (7/8) Epoch 14, batch 5100, giga_loss[loss=0.2317, simple_loss=0.3125, pruned_loss=0.07547, over 12397.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02388, over 66.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3126, pruned_loss=0.07514, over 2474403.64 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06537, over 20252.38 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05355, over 2294120.22 frames. utt_duration=1300 frames, utt_pad_proportion=0.04686, over 7065.11 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3145, pruned_loss=0.07691, over 2474692.34 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06663, over 21480.28 utterances.], batch size: 66, lr: 2.81e-04
2022-08-29 10:34:34,537 INFO [train.py:927] (7/8) Epoch 14, batch 5150, libri_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05023, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006241, over 35.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3127, pruned_loss=0.0759, over 2474058.26 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06684, over 19985.34 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.05357, over 2298997.87 frames. utt_duration=1306 frames, utt_pad_proportion=0.04573, over 7051.36 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.315, pruned_loss=0.07792, over 2474729.00 frames. utt_duration=465 frames, utt_pad_proportion=0.06831, over 21353.39 utterances.], batch size: 35, lr: 2.81e-04
2022-08-29 10:36:18,116 INFO [train.py:927] (7/8) Epoch 14, batch 5200, giga_loss[loss=0.2223, simple_loss=0.2989, pruned_loss=0.07292, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07604, over 2474203.21 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06676, over 19838.27 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.05337, over 2302987.64 frames. utt_duration=1308 frames, utt_pad_proportion=0.0451, over 7053.00 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3147, pruned_loss=0.07833, over 2475055.97 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06829, over 21218.24 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 10:38:01,993 INFO [train.py:927] (7/8) Epoch 14, batch 5250, giga_loss[loss=0.292, simple_loss=0.3474, pruned_loss=0.1183, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.312, pruned_loss=0.0771, over 2474628.59 frames. utt_duration=487.4 frames, utt_pad_proportion=0.0695, over 20370.23 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.0534, over 2305504.26 frames. utt_duration=1309 frames, utt_pad_proportion=0.04452, over 7053.23 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.0792, over 2475327.32 frames. utt_duration=459 frames, utt_pad_proportion=0.07085, over 21639.68 utterances.], batch size: 257, lr: 2.81e-04
2022-08-29 10:39:48,904 INFO [train.py:927] (7/8) Epoch 14, batch 5300, giga_loss[loss=0.2207, simple_loss=0.293, pruned_loss=0.07421, over 12238.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03241, over 45.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3117, pruned_loss=0.07738, over 2475042.58 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07341, over 20791.29 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05337, over 2308884.02 frames. utt_duration=1304 frames, utt_pad_proportion=0.04506, over 7090.06 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.0795, over 2475586.39 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07428, over 22008.70 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 10:41:31,532 INFO [train.py:927] (7/8) Epoch 14, batch 5350, giga_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07666, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04417, over 114.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3101, pruned_loss=0.07668, over 2475315.41 frames. utt_duration=491.5 frames, utt_pad_proportion=0.0731, over 20205.43 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2869, pruned_loss=0.05358, over 2314743.72 frames. utt_duration=1272 frames, utt_pad_proportion=0.05436, over 7287.18 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07893, over 2475631.77 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07145, over 21418.38 utterances.], batch size: 114, lr: 2.81e-04
2022-08-29 10:43:15,822 INFO [train.py:927] (7/8) Epoch 14, batch 5400, giga_loss[loss=0.2202, simple_loss=0.3043, pruned_loss=0.06807, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03255, over 42.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.0762, over 2475197.74 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07633, over 20359.89 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2869, pruned_loss=0.05366, over 2321128.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05333, over 7302.48 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.07878, over 2475396.01 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07543, over 21794.11 utterances.], batch size: 42, lr: 2.81e-04
2022-08-29 10:45:02,330 INFO [train.py:927] (7/8) Epoch 14, batch 5450, giga_loss[loss=0.2406, simple_loss=0.325, pruned_loss=0.07809, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03306, over 123.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3099, pruned_loss=0.07547, over 2475661.40 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07188, over 19716.95 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2867, pruned_loss=0.05352, over 2325572.98 frames. utt_duration=1277 frames, utt_pad_proportion=0.05213, over 7295.52 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3127, pruned_loss=0.07822, over 2475919.67 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07199, over 21207.04 utterances.], batch size: 123, lr: 2.81e-04
2022-08-29 10:46:46,762 INFO [train.py:927] (7/8) Epoch 14, batch 5500, giga_loss[loss=0.221, simple_loss=0.3078, pruned_loss=0.06711, over 12343.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03421, over 104.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3107, pruned_loss=0.07374, over 2475146.11 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07288, over 19375.86 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05339, over 2330641.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.05087, over 7282.56 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07673, over 2475439.63 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07356, over 20979.64 utterances.], batch size: 104, lr: 2.81e-04
2022-08-29 10:48:31,413 INFO [train.py:927] (7/8) Epoch 14, batch 5550, giga_loss[loss=0.2456, simple_loss=0.3154, pruned_loss=0.08788, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0335, over 43.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3127, pruned_loss=0.07421, over 2475153.61 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0698, over 18703.73 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05351, over 2337058.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.0539, over 7386.60 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3161, pruned_loss=0.07732, over 2475358.04 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07007, over 20370.44 utterances.], batch size: 43, lr: 2.81e-04
2022-08-29 10:50:16,259 INFO [train.py:927] (7/8) Epoch 14, batch 5600, giga_loss[loss=0.2374, simple_loss=0.3172, pruned_loss=0.0788, over 12379.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05262, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07498, over 2474706.81 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06787, over 18615.53 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05328, over 2341796.39 frames. utt_duration=1272 frames, utt_pad_proportion=0.05291, over 7372.29 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.317, pruned_loss=0.07835, over 2474898.90 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06869, over 20325.49 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 10:52:00,068 INFO [train.py:927] (7/8) Epoch 14, batch 5650, giga_loss[loss=0.2676, simple_loss=0.3323, pruned_loss=0.1014, over 12359.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1129, over 260.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3136, pruned_loss=0.07564, over 2474855.72 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06675, over 19252.75 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2863, pruned_loss=0.05326, over 2344700.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05205, over 7364.95 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3171, pruned_loss=0.07874, over 2474764.94 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06781, over 20821.47 utterances.], batch size: 260, lr: 2.81e-04
2022-08-29 10:53:45,464 INFO [train.py:927] (7/8) Epoch 14, batch 5700, giga_loss[loss=0.1951, simple_loss=0.2912, pruned_loss=0.0495, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04883, over 34.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3136, pruned_loss=0.07396, over 2474878.36 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06901, over 19150.65 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05337, over 2348204.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05627, over 7434.57 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3171, pruned_loss=0.07692, over 2475100.21 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06852, over 20653.35 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 10:55:30,368 INFO [train.py:927] (7/8) Epoch 14, batch 5750, giga_loss[loss=0.2947, simple_loss=0.3449, pruned_loss=0.1223, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.044, over 34.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3138, pruned_loss=0.0744, over 2475005.26 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07136, over 19322.52 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05327, over 2352169.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05476, over 7408.59 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3177, pruned_loss=0.07752, over 2475561.12 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07131, over 20917.44 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 10:57:15,302 INFO [train.py:927] (7/8) Epoch 14, batch 5800, giga_loss[loss=0.2297, simple_loss=0.2993, pruned_loss=0.08006, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3133, pruned_loss=0.07518, over 2475503.89 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0738, over 20414.39 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2863, pruned_loss=0.0534, over 2353345.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.05432, over 7408.52 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3164, pruned_loss=0.07772, over 2475980.08 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07383, over 21777.58 utterances.], batch size: 133, lr: 2.81e-04
2022-08-29 10:59:02,257 INFO [train.py:927] (7/8) Epoch 14, batch 5850, giga_loss[loss=0.2779, simple_loss=0.3386, pruned_loss=0.1085, over 12422.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07591, over 213.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3128, pruned_loss=0.07586, over 2475740.54 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07152, over 20746.08 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05345, over 2355655.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05373, over 7415.42 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3156, pruned_loss=0.07821, over 2476221.92 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07193, over 22044.95 utterances.], batch size: 213, lr: 2.81e-04
2022-08-29 11:00:54,363 INFO [train.py:927] (7/8) Epoch 14, batch 5900, giga_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07676, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3121, pruned_loss=0.07647, over 2475460.06 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07215, over 20886.91 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05331, over 2357900.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05339, over 7415.24 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3149, pruned_loss=0.07885, over 2475961.41 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07264, over 22147.61 utterances.], batch size: 146, lr: 2.81e-04
2022-08-29 11:02:36,189 INFO [train.py:927] (7/8) Epoch 14, batch 5950, giga_loss[loss=0.2032, simple_loss=0.2841, pruned_loss=0.06119, over 12366.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3096, pruned_loss=0.07398, over 2475360.89 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07165, over 21485.85 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05342, over 2359419.55 frames. utt_duration=1275 frames, utt_pad_proportion=0.0528, over 7411.97 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3118, pruned_loss=0.07605, over 2475978.97 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07231, over 22682.69 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 11:04:24,150 INFO [train.py:927] (7/8) Epoch 14, batch 6000, giga_loss[loss=0.2269, simple_loss=0.302, pruned_loss=0.07593, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03327, over 51.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3086, pruned_loss=0.07343, over 2474782.55 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07008, over 21559.30 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.05348, over 2362109.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05214, over 7421.47 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.0755, over 2475447.15 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07103, over 22826.73 utterances.], batch size: 51, lr: 2.81e-04
2022-08-29 11:04:24,151 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 11:04:38,095 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1836, simple_loss=0.2867, pruned_loss=0.04027, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 11:06:20,970 INFO [train.py:927] (7/8) Epoch 14, batch 6050, giga_loss[loss=0.219, simple_loss=0.3023, pruned_loss=0.06792, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02635, over 48.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3054, pruned_loss=0.07246, over 2474064.17 frames. utt_duration=469 frames, utt_pad_proportion=0.07105, over 21168.46 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05343, over 2364572.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05128, over 7400.06 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3078, pruned_loss=0.07458, over 2474883.70 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07208, over 22507.11 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 11:08:01,261 INFO [train.py:927] (7/8) Epoch 14, batch 6100, giga_loss[loss=0.254, simple_loss=0.3194, pruned_loss=0.09433, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3059, pruned_loss=0.07214, over 2474283.44 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07464, over 20844.19 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05338, over 2369840.35 frames. utt_duration=1283 frames, utt_pad_proportion=0.04963, over 7397.18 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07476, over 2475013.70 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07603, over 22541.75 utterances.], batch size: 365, lr: 2.81e-04
2022-08-29 11:09:46,346 INFO [train.py:927] (7/8) Epoch 14, batch 6150, giga_loss[loss=0.1888, simple_loss=0.2786, pruned_loss=0.0495, over 12267.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05571, over 26.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3075, pruned_loss=0.07389, over 2473211.06 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0788, over 21444.65 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05333, over 2370459.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.0494, over 7382.26 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07618, over 2474176.00 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07975, over 22921.20 utterances.], batch size: 26, lr: 2.81e-04
2022-08-29 11:11:30,440 INFO [train.py:927] (7/8) Epoch 14, batch 6200, giga_loss[loss=0.251, simple_loss=0.3318, pruned_loss=0.08513, over 12335.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03052, over 91.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3077, pruned_loss=0.07396, over 2473380.87 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07294, over 20772.61 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05318, over 2374604.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.04883, over 7393.44 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3107, pruned_loss=0.07668, over 2474098.17 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0746, over 22456.24 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 11:13:17,445 INFO [train.py:927] (7/8) Epoch 14, batch 6250, giga_loss[loss=0.2505, simple_loss=0.3291, pruned_loss=0.086, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07522, over 2472948.81 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07373, over 21005.74 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.0533, over 2376760.28 frames. utt_duration=1288 frames, utt_pad_proportion=0.04794, over 7387.78 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07777, over 2473762.46 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07545, over 22660.12 utterances.], batch size: 146, lr: 2.81e-04
2022-08-29 11:15:02,102 INFO [train.py:927] (7/8) Epoch 14, batch 6300, giga_loss[loss=0.257, simple_loss=0.3383, pruned_loss=0.08785, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3097, pruned_loss=0.07517, over 2473076.36 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07204, over 20268.64 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05307, over 2379872.81 frames. utt_duration=1292 frames, utt_pad_proportion=0.04714, over 7376.52 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3131, pruned_loss=0.07813, over 2473924.27 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07416, over 22040.88 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 11:16:48,085 INFO [train.py:927] (7/8) Epoch 14, batch 6350, giga_loss[loss=0.2355, simple_loss=0.3179, pruned_loss=0.07653, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3114, pruned_loss=0.07569, over 2473645.13 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07424, over 21365.42 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05297, over 2380152.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.04699, over 7369.64 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3144, pruned_loss=0.07818, over 2474462.53 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07577, over 22810.72 utterances.], batch size: 54, lr: 2.81e-04
2022-08-29 11:18:33,007 INFO [train.py:927] (7/8) Epoch 14, batch 6400, giga_loss[loss=0.2309, simple_loss=0.3079, pruned_loss=0.07692, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05499, over 162.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3109, pruned_loss=0.07603, over 2473615.09 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0784, over 22120.93 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.0529, over 2381809.17 frames. utt_duration=1296 frames, utt_pad_proportion=0.04625, over 7357.36 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.07843, over 2474427.39 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07964, over 23503.44 utterances.], batch size: 162, lr: 2.81e-04
2022-08-29 11:20:15,676 INFO [train.py:927] (7/8) Epoch 14, batch 6450, giga_loss[loss=0.2533, simple_loss=0.328, pruned_loss=0.08932, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07615, over 2473737.25 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08172, over 21990.87 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05326, over 2383870.71 frames. utt_duration=1269 frames, utt_pad_proportion=0.05518, over 7524.15 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07815, over 2474168.85 frames. utt_duration=428 frames, utt_pad_proportion=0.08053, over 23201.04 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 11:21:58,700 INFO [train.py:927] (7/8) Epoch 14, batch 6500, giga_loss[loss=0.2114, simple_loss=0.2892, pruned_loss=0.06683, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3095, pruned_loss=0.07614, over 2473604.18 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08221, over 21970.07 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05325, over 2386101.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05414, over 7507.18 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3116, pruned_loss=0.07827, over 2473932.48 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0817, over 23275.94 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 11:23:42,872 INFO [train.py:927] (7/8) Epoch 14, batch 6550, giga_loss[loss=0.254, simple_loss=0.3326, pruned_loss=0.08773, over 12446.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03513, over 98.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3107, pruned_loss=0.07742, over 2473348.61 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08179, over 22159.12 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.0531, over 2388402.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05302, over 7496.22 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3132, pruned_loss=0.0799, over 2473869.65 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08199, over 23615.40 utterances.], batch size: 98, lr: 2.81e-04
2022-08-29 11:25:26,984 INFO [train.py:927] (7/8) Epoch 14, batch 6600, giga_loss[loss=0.2645, simple_loss=0.3368, pruned_loss=0.09613, over 12373.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.312, pruned_loss=0.0788, over 2473570.63 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07994, over 22436.47 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05318, over 2389599.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.05237, over 7489.83 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3142, pruned_loss=0.08102, over 2474041.28 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08049, over 23781.31 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 11:27:10,182 INFO [train.py:927] (7/8) Epoch 14, batch 6650, giga_loss[loss=0.2921, simple_loss=0.3516, pruned_loss=0.1163, over 12369.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3121, pruned_loss=0.07864, over 2474319.84 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07639, over 22185.96 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05317, over 2390502.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.05212, over 7490.89 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.314, pruned_loss=0.08061, over 2474637.71 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07713, over 23368.74 utterances.], batch size: 260, lr: 2.80e-04
2022-08-29 11:28:54,393 INFO [train.py:927] (7/8) Epoch 14, batch 6700, giga_loss[loss=0.2113, simple_loss=0.302, pruned_loss=0.06028, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3116, pruned_loss=0.07807, over 2475299.41 frames. utt_duration=447 frames, utt_pad_proportion=0.08025, over 22225.02 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05316, over 2393406.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.0554, over 7558.92 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.314, pruned_loss=0.08048, over 2475553.96 frames. utt_duration=421 frames, utt_pad_proportion=0.07998, over 23602.31 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 11:30:36,689 INFO [train.py:927] (7/8) Epoch 14, batch 6750, libri_loss[loss=0.1901, simple_loss=0.2588, pruned_loss=0.06074, over 12479.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008397, over 29.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07879, over 2475731.43 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07599, over 21528.00 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.0534, over 2395320.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05836, over 7611.44 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3151, pruned_loss=0.08106, over 2476012.68 frames. utt_duration=434 frames, utt_pad_proportion=0.07531, over 22901.14 utterances.], batch size: 29, lr: 2.80e-04
2022-08-29 11:32:20,157 INFO [train.py:927] (7/8) Epoch 14, batch 6800, giga_loss[loss=0.1895, simple_loss=0.2865, pruned_loss=0.04625, over 12309.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02925, over 74.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07819, over 2475406.92 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0718, over 20895.09 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05333, over 2398645.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.05645, over 7582.76 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3154, pruned_loss=0.08112, over 2475821.64 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07229, over 22590.21 utterances.], batch size: 74, lr: 2.80e-04
2022-08-29 11:34:02,994 INFO [train.py:927] (7/8) Epoch 14, batch 6850, giga_loss[loss=0.2362, simple_loss=0.3187, pruned_loss=0.0768, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3126, pruned_loss=0.07745, over 2474956.50 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06933, over 20463.79 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05334, over 2399395.31 frames. utt_duration=1268 frames, utt_pad_proportion=0.05578, over 7576.01 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.08011, over 2475659.79 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07018, over 21992.87 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 11:35:46,578 INFO [train.py:927] (7/8) Epoch 14, batch 6900, libri_loss[loss=0.2091, simple_loss=0.2947, pruned_loss=0.06176, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005109, over 35.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07672, over 2474911.89 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06953, over 20409.53 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05334, over 2401836.43 frames. utt_duration=1273 frames, utt_pad_proportion=0.05431, over 7558.25 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.07959, over 2475628.26 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07078, over 22053.13 utterances.], batch size: 35, lr: 2.80e-04
2022-08-29 11:37:28,857 INFO [train.py:927] (7/8) Epoch 14, batch 6950, giga_loss[loss=0.2492, simple_loss=0.3296, pruned_loss=0.08439, over 12369.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3129, pruned_loss=0.07723, over 2474285.70 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06681, over 20508.97 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.0533, over 2403879.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05337, over 7564.37 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3159, pruned_loss=0.08031, over 2475287.48 frames. utt_duration=446.9 frames, utt_pad_proportion=0.06842, over 22229.13 utterances.], batch size: 182, lr: 2.80e-04
2022-08-29 11:39:15,737 INFO [train.py:927] (7/8) Epoch 14, batch 7000, giga_loss[loss=0.2523, simple_loss=0.3285, pruned_loss=0.08809, over 12339.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03071, over 66.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.0783, over 2474229.96 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07027, over 20703.52 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2872, pruned_loss=0.05348, over 2405122.77 frames. utt_duration=1263 frames, utt_pad_proportion=0.05716, over 7628.73 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3161, pruned_loss=0.08115, over 2475489.00 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07045, over 22308.79 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 11:41:00,192 INFO [train.py:927] (7/8) Epoch 14, batch 7050, giga_loss[loss=0.2625, simple_loss=0.3368, pruned_loss=0.09412, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0379, over 105.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07924, over 2474590.66 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07499, over 21104.60 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.05369, over 2406542.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.05629, over 7630.15 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3166, pruned_loss=0.08173, over 2475536.03 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07516, over 22604.36 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 11:42:42,963 INFO [train.py:927] (7/8) Epoch 14, batch 7100, giga_loss[loss=0.2744, simple_loss=0.3379, pruned_loss=0.1055, over 12381.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.08026, over 2473808.43 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08112, over 22247.61 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2884, pruned_loss=0.05413, over 2408834.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.05965, over 7717.43 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3177, pruned_loss=0.08286, over 2474928.24 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08028, over 23916.05 utterances.], batch size: 212, lr: 2.80e-04
2022-08-29 11:44:25,784 INFO [train.py:927] (7/8) Epoch 14, batch 7150, giga_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08711, over 12257.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02851, over 54.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07938, over 2473910.24 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07814, over 21994.17 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05418, over 2411642.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05872, over 7724.76 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3175, pruned_loss=0.08237, over 2474578.28 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07811, over 23859.34 utterances.], batch size: 54, lr: 2.80e-04
2022-08-29 11:46:07,129 INFO [train.py:927] (7/8) Epoch 14, batch 7200, giga_loss[loss=0.2475, simple_loss=0.3252, pruned_loss=0.08489, over 12417.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05552, over 162.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.07824, over 2474134.70 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07716, over 21399.73 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2885, pruned_loss=0.05423, over 2413007.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06169, over 7783.97 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08112, over 2474825.43 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07648, over 23138.25 utterances.], batch size: 162, lr: 2.80e-04
2022-08-29 11:47:52,334 INFO [train.py:927] (7/8) Epoch 14, batch 7250, giga_loss[loss=0.2827, simple_loss=0.3406, pruned_loss=0.1124, over 12364.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03991, over 145.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3114, pruned_loss=0.07772, over 2474263.60 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07778, over 21324.04 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05424, over 2413473.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.0612, over 7775.14 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3138, pruned_loss=0.08018, over 2474924.49 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07737, over 22808.65 utterances.], batch size: 145, lr: 2.80e-04
2022-08-29 11:49:36,331 INFO [train.py:927] (7/8) Epoch 14, batch 7300, giga_loss[loss=0.2122, simple_loss=0.2955, pruned_loss=0.06444, over 12455.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04025, over 26.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3089, pruned_loss=0.07662, over 2474104.85 frames. utt_duration=461 frames, utt_pad_proportion=0.07882, over 21534.77 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.05415, over 2415200.01 frames. utt_duration=1246 frames, utt_pad_proportion=0.05975, over 7764.04 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3112, pruned_loss=0.07927, over 2474694.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07898, over 23088.55 utterances.], batch size: 26, lr: 2.80e-04
2022-08-29 11:51:20,177 INFO [train.py:927] (7/8) Epoch 14, batch 7350, giga_loss[loss=0.2026, simple_loss=0.2931, pruned_loss=0.05607, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0257, over 45.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.307, pruned_loss=0.07582, over 2474037.67 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08273, over 22538.96 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2885, pruned_loss=0.05408, over 2416071.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.05925, over 7755.57 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3092, pruned_loss=0.07827, over 2474511.20 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08286, over 23964.06 utterances.], batch size: 45, lr: 2.80e-04
2022-08-29 11:52:59,883 INFO [train.py:927] (7/8) Epoch 14, batch 7400, libri_loss[loss=0.1771, simple_loss=0.276, pruned_loss=0.03906, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006103, over 31.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07352, over 2474622.26 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07789, over 22858.63 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2886, pruned_loss=0.05406, over 2417410.28 frames. utt_duration=1249 frames, utt_pad_proportion=0.05836, over 7753.47 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3097, pruned_loss=0.07596, over 2475102.79 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07866, over 24346.81 utterances.], batch size: 31, lr: 2.80e-04
2022-08-29 11:54:45,083 INFO [train.py:927] (7/8) Epoch 14, batch 7450, libri_loss[loss=0.1979, simple_loss=0.2887, pruned_loss=0.05353, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00553, over 34.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3051, pruned_loss=0.06996, over 2475593.87 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07157, over 22664.12 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2887, pruned_loss=0.0541, over 2419568.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.05789, over 7775.84 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3073, pruned_loss=0.07246, over 2475824.10 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07287, over 24307.42 utterances.], batch size: 34, lr: 2.80e-04
2022-08-29 11:56:28,820 INFO [train.py:927] (7/8) Epoch 14, batch 7500, giga_loss[loss=0.1871, simple_loss=0.2857, pruned_loss=0.04429, over 12343.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03288, over 62.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3024, pruned_loss=0.06647, over 2475614.10 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07087, over 22500.18 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05375, over 2421190.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.05681, over 7732.09 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3053, pruned_loss=0.06919, over 2475829.58 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07241, over 24289.79 utterances.], batch size: 62, lr: 2.80e-04
2022-08-29 11:58:13,216 INFO [train.py:927] (7/8) Epoch 14, batch 7550, giga_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.0545, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3019, pruned_loss=0.06519, over 2476064.89 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07066, over 22935.15 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.0537, over 2422923.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.05627, over 7738.46 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3047, pruned_loss=0.06774, over 2476134.22 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07218, over 24776.86 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 11:59:55,439 INFO [train.py:927] (7/8) Epoch 14, batch 7600, giga_loss[loss=0.2151, simple_loss=0.292, pruned_loss=0.06908, over 12370.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09829, over 256.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2993, pruned_loss=0.06296, over 2475860.48 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06973, over 23065.26 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.0535, over 2424384.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.05892, over 7796.09 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3021, pruned_loss=0.06552, over 2476246.96 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07035, over 24973.63 utterances.], batch size: 256, lr: 2.80e-04
2022-08-29 12:01:37,302 INFO [train.py:927] (7/8) Epoch 14, batch 7650, giga_loss[loss=0.2136, simple_loss=0.3016, pruned_loss=0.06277, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03307, over 45.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2987, pruned_loss=0.06218, over 2475935.25 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07113, over 23700.62 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2875, pruned_loss=0.0534, over 2424828.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.05862, over 7792.18 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.301, pruned_loss=0.06435, over 2476283.82 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07165, over 25342.56 utterances.], batch size: 45, lr: 2.80e-04
2022-08-29 12:03:21,010 INFO [train.py:927] (7/8) Epoch 14, batch 7700, giga_loss[loss=0.1812, simple_loss=0.2784, pruned_loss=0.04194, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2972, pruned_loss=0.06048, over 2476418.10 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07046, over 23868.49 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05335, over 2425502.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.05877, over 7813.16 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2991, pruned_loss=0.06234, over 2476788.10 frames. utt_duration=392 frames, utt_pad_proportion=0.07094, over 25369.86 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:05:04,989 INFO [train.py:927] (7/8) Epoch 14, batch 7750, giga_loss[loss=0.2028, simple_loss=0.2895, pruned_loss=0.05811, over 12439.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05058, over 162.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05915, over 2476666.52 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06826, over 24372.30 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05349, over 2425736.55 frames. utt_duration=1232 frames, utt_pad_proportion=0.06241, over 7887.10 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06052, over 2476972.88 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06784, over 25553.54 utterances.], batch size: 162, lr: 2.80e-04
2022-08-29 12:06:51,385 INFO [train.py:927] (7/8) Epoch 14, batch 7800, giga_loss[loss=0.2127, simple_loss=0.3051, pruned_loss=0.06013, over 12408.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05857, over 2476652.45 frames. utt_duration=399.8 frames, utt_pad_proportion=0.0701, over 24871.06 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.0535, over 2426250.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06167, over 7873.88 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2943, pruned_loss=0.05971, over 2477086.70 frames. utt_duration=382 frames, utt_pad_proportion=0.06993, over 26034.06 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 12:08:51,375 INFO [train.py:927] (7/8) Epoch 14, batch 7850, giga_loss[loss=0.2501, simple_loss=0.3239, pruned_loss=0.08812, over 12388.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2947, pruned_loss=0.05821, over 2476648.95 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07384, over 25369.86 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05364, over 2427055.28 frames. utt_duration=1235 frames, utt_pad_proportion=0.06094, over 7870.76 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2954, pruned_loss=0.05905, over 2476953.53 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07383, over 26533.53 utterances.], batch size: 258, lr: 2.80e-04
2022-08-29 12:11:01,911 INFO [train.py:927] (7/8) Epoch 14, batch 7900, giga_loss[loss=0.1964, simple_loss=0.2743, pruned_loss=0.05922, over 12392.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05708, over 2477112.32 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07547, over 25911.73 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05361, over 2427371.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06069, over 7866.40 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05778, over 2477297.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07546, over 26893.82 utterances.], batch size: 256, lr: 2.80e-04
2022-08-29 12:13:07,525 INFO [train.py:927] (7/8) Epoch 14, batch 7950, libri_loss[loss=0.1566, simple_loss=0.2446, pruned_loss=0.03427, over 12303.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03398, over 27.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.05628, over 2477036.04 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07608, over 25932.09 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.288, pruned_loss=0.05358, over 2428196.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.05987, over 7843.17 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05693, over 2477330.89 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07633, over 27069.85 utterances.], batch size: 27, lr: 2.80e-04
2022-08-29 12:15:13,232 INFO [train.py:927] (7/8) Epoch 14, batch 8000, giga_loss[loss=0.2238, simple_loss=0.3158, pruned_loss=0.06593, over 12326.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03255, over 70.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2898, pruned_loss=0.05585, over 2477677.34 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07345, over 25208.98 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2878, pruned_loss=0.05348, over 2429129.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.05877, over 7810.40 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.05651, over 2478147.93 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07414, over 26540.64 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 12:17:07,497 INFO [train.py:927] (7/8) Epoch 14, batch 8050, giga_loss[loss=0.1819, simple_loss=0.2772, pruned_loss=0.04328, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2892, pruned_loss=0.05547, over 2477884.72 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07386, over 25674.43 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05341, over 2429879.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.05791, over 7798.35 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05609, over 2478437.02 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07467, over 27056.01 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:19:25,839 INFO [train.py:927] (7/8) Epoch 14, batch 8100, giga_loss[loss=0.1977, simple_loss=0.2809, pruned_loss=0.05722, over 12428.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07347, over 213.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2878, pruned_loss=0.05425, over 2477074.05 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07302, over 25253.84 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05344, over 2430486.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06216, over 7864.59 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05475, over 2477600.09 frames. utt_duration=375 frames, utt_pad_proportion=0.07281, over 26517.01 utterances.], batch size: 213, lr: 2.80e-04
2022-08-29 12:21:25,602 INFO [train.py:927] (7/8) Epoch 14, batch 8150, giga_loss[loss=0.2238, simple_loss=0.3208, pruned_loss=0.06339, over 12361.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.05422, over 2476796.95 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07175, over 24689.12 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2884, pruned_loss=0.05366, over 2430895.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06603, over 7944.22 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2885, pruned_loss=0.05443, over 2477650.83 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07058, over 25909.68 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:23:28,046 INFO [train.py:927] (7/8) Epoch 14, batch 8200, giga_loss[loss=0.184, simple_loss=0.2807, pruned_loss=0.04368, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07053, over 212.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2908, pruned_loss=0.05348, over 2477151.04 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07375, over 25364.14 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05359, over 2431429.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06543, over 7917.22 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2909, pruned_loss=0.05371, over 2477942.93 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07292, over 26573.38 utterances.], batch size: 212, lr: 2.80e-04
2022-08-29 12:25:34,939 INFO [train.py:927] (7/8) Epoch 14, batch 8250, giga_loss[loss=0.2122, simple_loss=0.3034, pruned_loss=0.06049, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2913, pruned_loss=0.05279, over 2477119.45 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07265, over 24886.63 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2887, pruned_loss=0.05384, over 2432183.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06446, over 7911.42 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.291, pruned_loss=0.05276, over 2478080.66 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07232, over 26221.08 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:27:37,615 INFO [train.py:927] (7/8) Epoch 14, batch 8300, giga_loss[loss=0.2307, simple_loss=0.3141, pruned_loss=0.07369, over 12433.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2923, pruned_loss=0.05337, over 2477038.20 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06675, over 23308.18 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2894, pruned_loss=0.05388, over 2433826.24 frames. utt_duration=1237 frames, utt_pad_proportion=0.06234, over 7877.21 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2916, pruned_loss=0.05329, over 2478102.65 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06748, over 25084.95 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:30:03,157 INFO [train.py:927] (7/8) Epoch 14, batch 8350, giga_loss[loss=0.2038, simple_loss=0.29, pruned_loss=0.05883, over 12376.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2915, pruned_loss=0.05364, over 2476561.11 frames. utt_duration=427.1 frames, utt_pad_proportion=0.0674, over 23257.32 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.289, pruned_loss=0.05362, over 2434912.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06077, over 7849.53 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2914, pruned_loss=0.05381, over 2477984.81 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06845, over 25279.04 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 12:32:11,093 INFO [train.py:927] (7/8) Epoch 14, batch 8400, giga_loss[loss=0.1958, simple_loss=0.2825, pruned_loss=0.05452, over 12417.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2891, pruned_loss=0.05266, over 2477475.66 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06686, over 23747.16 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.289, pruned_loss=0.05357, over 2435507.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06026, over 7846.05 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2891, pruned_loss=0.05283, over 2478431.39 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06789, over 25488.34 utterances.], batch size: 182, lr: 2.80e-04
2022-08-29 12:34:14,091 INFO [train.py:927] (7/8) Epoch 14, batch 8450, giga_loss[loss=0.2146, simple_loss=0.3071, pruned_loss=0.06106, over 12415.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04818, over 161.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2894, pruned_loss=0.05296, over 2477369.93 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06505, over 23978.79 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2887, pruned_loss=0.05336, over 2435767.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.05955, over 7835.42 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2895, pruned_loss=0.05325, over 2478430.93 frames. utt_duration=389 frames, utt_pad_proportion=0.06617, over 25560.94 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 12:36:20,199 INFO [train.py:927] (7/8) Epoch 14, batch 8500, libri_loss[loss=0.2048, simple_loss=0.3009, pruned_loss=0.05429, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005643, over 35.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2886, pruned_loss=0.05358, over 2477549.27 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06258, over 23769.79 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2884, pruned_loss=0.05321, over 2436952.13 frames. utt_duration=1252 frames, utt_pad_proportion=0.05823, over 7796.90 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05393, over 2478417.71 frames. utt_duration=390.3 frames, utt_pad_proportion=0.064, over 25477.62 utterances.], batch size: 35, lr: 2.80e-04
2022-08-29 12:38:25,952 INFO [train.py:927] (7/8) Epoch 14, batch 8550, giga_loss[loss=0.207, simple_loss=0.3035, pruned_loss=0.05523, over 12465.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03168, over 92.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2883, pruned_loss=0.05353, over 2477854.15 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06468, over 24132.23 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2885, pruned_loss=0.05321, over 2437497.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.05821, over 7802.19 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2885, pruned_loss=0.05381, over 2478777.35 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06569, over 25757.81 utterances.], batch size: 92, lr: 2.80e-04
2022-08-29 12:40:49,753 INFO [train.py:927] (7/8) Epoch 14, batch 8600, libri_loss[loss=0.1699, simple_loss=0.2657, pruned_loss=0.03704, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007984, over 31.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2891, pruned_loss=0.05326, over 2478132.24 frames. utt_duration=418.1 frames, utt_pad_proportion=0.063, over 23776.80 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2884, pruned_loss=0.05313, over 2438289.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05712, over 7779.35 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2894, pruned_loss=0.05356, over 2479060.04 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06428, over 25477.44 utterances.], batch size: 31, lr: 2.80e-04
2022-08-29 12:42:57,719 INFO [train.py:927] (7/8) Epoch 14, batch 8650, giga_loss[loss=0.2098, simple_loss=0.2893, pruned_loss=0.06515, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0323, over 113.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05338, over 2478226.58 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06191, over 23967.58 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2884, pruned_loss=0.05305, over 2439030.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.05592, over 7752.67 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2878, pruned_loss=0.0537, over 2479609.99 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06339, over 25912.80 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:44:52,916 INFO [train.py:927] (7/8) Epoch 14, batch 8700, giga_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06123, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02993, over 80.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2849, pruned_loss=0.05243, over 2477880.31 frames. utt_duration=428.2 frames, utt_pad_proportion=0.0597, over 23212.67 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2879, pruned_loss=0.05295, over 2440076.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05425, over 7724.28 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05276, over 2479410.97 frames. utt_duration=391.9 frames, utt_pad_proportion=0.0616, over 25379.64 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:46:48,297 INFO [train.py:927] (7/8) Epoch 14, batch 8750, giga_loss[loss=0.1721, simple_loss=0.2667, pruned_loss=0.03871, over 12311.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2847, pruned_loss=0.05285, over 2476970.99 frames. utt_duration=432 frames, utt_pad_proportion=0.06064, over 22998.53 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2871, pruned_loss=0.05272, over 2441363.97 frames. utt_duration=1273 frames, utt_pad_proportion=0.05274, over 7679.51 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05334, over 2478556.82 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06256, over 25438.71 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 12:48:54,427 INFO [train.py:927] (7/8) Epoch 14, batch 8800, giga_loss[loss=0.197, simple_loss=0.2819, pruned_loss=0.05603, over 12382.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04595, over 146.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2835, pruned_loss=0.05212, over 2477269.04 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06431, over 23841.70 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2872, pruned_loss=0.05287, over 2442167.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05669, over 7746.04 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2842, pruned_loss=0.05236, over 2478434.15 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06444, over 26004.85 utterances.], batch size: 146, lr: 2.80e-04
2022-08-29 12:51:11,515 INFO [train.py:927] (7/8) Epoch 14, batch 8850, libri_loss[loss=0.1934, simple_loss=0.3114, pruned_loss=0.03768, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03299, over 27.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05183, over 2476536.08 frames. utt_duration=432 frames, utt_pad_proportion=0.0615, over 22993.32 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2877, pruned_loss=0.05281, over 2442714.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.05609, over 7728.34 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2834, pruned_loss=0.05205, over 2477762.28 frames. utt_duration=396 frames, utt_pad_proportion=0.06203, over 25100.90 utterances.], batch size: 27, lr: 2.80e-04
2022-08-29 12:53:10,483 INFO [train.py:927] (7/8) Epoch 14, batch 8900, giga_loss[loss=0.1965, simple_loss=0.2875, pruned_loss=0.05277, over 12380.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05275, over 2476737.04 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06151, over 23067.36 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2885, pruned_loss=0.05289, over 2443816.92 frames. utt_duration=1263 frames, utt_pad_proportion=0.05553, over 7747.59 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.284, pruned_loss=0.05285, over 2477958.66 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06218, over 25347.69 utterances.], batch size: 182, lr: 2.80e-04
2022-08-29 12:55:09,838 INFO [train.py:927] (7/8) Epoch 14, batch 8950, giga_loss[loss=0.201, simple_loss=0.2982, pruned_loss=0.05187, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03926, over 40.00 utterances.], tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05199, over 2477313.03 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06208, over 23384.92 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2885, pruned_loss=0.05287, over 2444405.73 frames. utt_duration=1267 frames, utt_pad_proportion=0.05467, over 7728.74 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2833, pruned_loss=0.05208, over 2478354.61 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06283, over 25490.68 utterances.], batch size: 40, lr: 2.80e-04
2022-08-29 12:57:14,878 INFO [train.py:927] (7/8) Epoch 14, batch 9000, giga_loss[loss=0.2376, simple_loss=0.3092, pruned_loss=0.08302, over 12405.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05232, over 2477746.66 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06205, over 24020.59 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2885, pruned_loss=0.05287, over 2444405.73 frames. utt_duration=1267 frames, utt_pad_proportion=0.05467, over 7728.74 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2853, pruned_loss=0.05239, over 2478557.33 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06263, over 25659.54 utterances.], batch size: 258, lr: 2.80e-04
2022-08-29 12:57:14,879 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 12:57:29,107 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.175, simple_loss=0.2844, pruned_loss=0.03284, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 12:59:33,280 INFO [train.py:927] (7/8) Epoch 14, batch 9050, giga_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05398, over 12408.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04374, over 146.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2862, pruned_loss=0.05243, over 2477652.61 frames. utt_duration=424.4 frames, utt_pad_proportion=0.05941, over 23417.51 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05283, over 2445488.00 frames. utt_duration=1271 frames, utt_pad_proportion=0.05344, over 7708.07 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.05252, over 2478515.17 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06045, over 25335.38 utterances.], batch size: 146, lr: 2.80e-04
2022-08-29 13:01:36,354 INFO [train.py:927] (7/8) Epoch 14, batch 9100, giga_loss[loss=0.1974, simple_loss=0.2832, pruned_loss=0.05578, over 12399.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06991, over 211.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2847, pruned_loss=0.05169, over 2477334.87 frames. utt_duration=415 frames, utt_pad_proportion=0.05973, over 23946.04 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2877, pruned_loss=0.05265, over 2445540.12 frames. utt_duration=1274 frames, utt_pad_proportion=0.05317, over 7690.05 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05191, over 2478264.39 frames. utt_duration=388.1 frames, utt_pad_proportion=0.0606, over 25622.34 utterances.], batch size: 211, lr: 2.79e-04
2022-08-29 13:03:29,474 INFO [train.py:927] (7/8) Epoch 14, batch 9150, giga_loss[loss=0.2191, simple_loss=0.3027, pruned_loss=0.06775, over 12381.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05565, over 181.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05188, over 2477376.56 frames. utt_duration=419.8 frames, utt_pad_proportion=0.05835, over 23675.70 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05261, over 2445851.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.05259, over 7686.93 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05208, over 2478533.12 frames. utt_duration=392.2 frames, utt_pad_proportion=0.05931, over 25356.06 utterances.], batch size: 181, lr: 2.79e-04
2022-08-29 13:05:33,557 INFO [train.py:927] (7/8) Epoch 14, batch 9200, giga_loss[loss=0.2024, simple_loss=0.2944, pruned_loss=0.05521, over 12445.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02621, over 122.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.285, pruned_loss=0.05197, over 2477616.23 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06068, over 24111.64 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2875, pruned_loss=0.05246, over 2446130.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05599, over 7736.97 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2852, pruned_loss=0.05225, over 2478839.48 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06049, over 25672.60 utterances.], batch size: 122, lr: 2.79e-04
2022-08-29 13:07:27,047 INFO [train.py:927] (7/8) Epoch 14, batch 9250, giga_loss[loss=0.1827, simple_loss=0.2739, pruned_loss=0.04576, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03539, over 39.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2869, pruned_loss=0.053, over 2477408.32 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06527, over 24330.96 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2878, pruned_loss=0.05267, over 2447336.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05883, over 7788.30 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2867, pruned_loss=0.05303, over 2478574.02 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06416, over 26199.96 utterances.], batch size: 39, lr: 2.79e-04
2022-08-29 13:09:33,590 INFO [train.py:927] (7/8) Epoch 14, batch 9300, giga_loss[loss=0.225, simple_loss=0.3026, pruned_loss=0.07369, over 12429.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04874, over 147.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.0533, over 2477096.99 frames. utt_duration=403 frames, utt_pad_proportion=0.06684, over 24661.11 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2875, pruned_loss=0.05254, over 2447731.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05806, over 7774.76 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05344, over 2478199.02 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06608, over 26440.27 utterances.], batch size: 147, lr: 2.79e-04
2022-08-29 13:11:40,685 INFO [train.py:927] (7/8) Epoch 14, batch 9350, giga_loss[loss=0.2059, simple_loss=0.2911, pruned_loss=0.06038, over 12379.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04268, over 133.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.286, pruned_loss=0.05255, over 2477388.43 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0661, over 24310.46 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2869, pruned_loss=0.05216, over 2448320.78 frames. utt_duration=1263 frames, utt_pad_proportion=0.05758, over 7764.82 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05302, over 2478529.83 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06574, over 26216.36 utterances.], batch size: 133, lr: 2.79e-04
2022-08-29 13:13:42,158 INFO [train.py:927] (7/8) Epoch 14, batch 9400, giga_loss[loss=0.2035, simple_loss=0.2938, pruned_loss=0.05659, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05787, over 182.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05252, over 2477509.52 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06474, over 24780.49 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2867, pruned_loss=0.05207, over 2448764.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.0571, over 7745.51 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05298, over 2478388.02 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06469, over 26525.69 utterances.], batch size: 182, lr: 2.79e-04
2022-08-29 13:15:41,777 INFO [train.py:927] (7/8) Epoch 14, batch 9450, giga_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05609, over 12440.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.285, pruned_loss=0.05298, over 2477533.10 frames. utt_duration=411.7 frames, utt_pad_proportion=0.0634, over 24143.71 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2869, pruned_loss=0.05227, over 2450025.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05487, over 7721.51 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2853, pruned_loss=0.05322, over 2478350.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06415, over 26342.53 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 13:17:40,328 INFO [train.py:927] (7/8) Epoch 14, batch 9500, giga_loss[loss=0.2073, simple_loss=0.3081, pruned_loss=0.05326, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05245, over 2477412.98 frames. utt_duration=417 frames, utt_pad_proportion=0.06376, over 23833.91 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2871, pruned_loss=0.05235, over 2450351.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.05429, over 7726.01 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05258, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:19:33,009 INFO [train.py:927] (7/8) Epoch 14, batch 9550, giga_loss[loss=0.1956, simple_loss=0.2908, pruned_loss=0.05019, over 12390.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03024, over 97.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2861, pruned_loss=0.05139, over 2478068.81 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06283, over 23457.17 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2871, pruned_loss=0.05236, over 2450652.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.0539, over 7712.77 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2861, pruned_loss=0.05146, over 2478716.83 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06365, over 25207.06 utterances.], batch size: 97, lr: 2.79e-04
2022-08-29 13:21:42,961 INFO [train.py:927] (7/8) Epoch 14, batch 9600, giga_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06025, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2853, pruned_loss=0.05077, over 2477705.32 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06347, over 23418.69 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05222, over 2451206.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05395, over 7712.58 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2855, pruned_loss=0.05094, over 2478205.31 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06412, over 25077.24 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:23:54,395 INFO [train.py:927] (7/8) Epoch 14, batch 9650, giga_loss[loss=0.2035, simple_loss=0.3009, pruned_loss=0.05308, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03988, over 113.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2855, pruned_loss=0.05068, over 2477579.83 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06614, over 23915.14 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05224, over 2451410.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.05329, over 7698.40 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2857, pruned_loss=0.05077, over 2478260.14 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06673, over 25529.94 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:26:09,705 INFO [train.py:927] (7/8) Epoch 14, batch 9700, giga_loss[loss=0.197, simple_loss=0.2966, pruned_loss=0.04875, over 12377.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.029, over 58.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2874, pruned_loss=0.05111, over 2478040.39 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06213, over 23090.66 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05226, over 2452087.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.05266, over 7692.90 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2876, pruned_loss=0.05113, over 2478566.34 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06311, over 24748.32 utterances.], batch size: 58, lr: 2.79e-04
2022-08-29 13:28:27,171 INFO [train.py:927] (7/8) Epoch 14, batch 9750, giga_loss[loss=0.1915, simple_loss=0.2835, pruned_loss=0.04969, over 12464.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02523, over 122.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2873, pruned_loss=0.05119, over 2477516.64 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06271, over 22997.80 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05226, over 2452583.70 frames. utt_duration=1278 frames, utt_pad_proportion=0.05196, over 7684.23 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2874, pruned_loss=0.05118, over 2477941.98 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06375, over 24620.25 utterances.], batch size: 122, lr: 2.79e-04
2022-08-29 13:30:35,595 INFO [train.py:927] (7/8) Epoch 14, batch 9800, giga_loss[loss=0.1953, simple_loss=0.2888, pruned_loss=0.05087, over 12415.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03555, over 113.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2849, pruned_loss=0.04993, over 2477032.52 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06642, over 23445.93 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2865, pruned_loss=0.05223, over 2453178.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.05183, over 7690.55 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2851, pruned_loss=0.0499, over 2477487.86 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06715, over 25158.81 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:32:35,805 INFO [train.py:927] (7/8) Epoch 14, batch 9850, giga_loss[loss=0.1911, simple_loss=0.2694, pruned_loss=0.05645, over 12333.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04324, over 37.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2851, pruned_loss=0.05051, over 2476950.09 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06697, over 23804.53 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2864, pruned_loss=0.05221, over 2453386.05 frames. utt_duration=1279 frames, utt_pad_proportion=0.05103, over 7679.80 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2853, pruned_loss=0.05046, over 2477538.68 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06779, over 25446.98 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 13:34:32,115 INFO [train.py:927] (7/8) Epoch 14, batch 9900, giga_loss[loss=0.1842, simple_loss=0.2806, pruned_loss=0.04385, over 12411.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03852, over 105.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2866, pruned_loss=0.05095, over 2477337.14 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06557, over 23625.21 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05224, over 2453740.57 frames. utt_duration=1280 frames, utt_pad_proportion=0.05036, over 7674.90 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2866, pruned_loss=0.05086, over 2477995.27 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06659, over 25274.97 utterances.], batch size: 105, lr: 2.79e-04
2022-08-29 13:36:27,863 INFO [train.py:927] (7/8) Epoch 14, batch 9950, libri_loss[loss=0.2317, simple_loss=0.319, pruned_loss=0.07223, over 12392.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02031, over 43.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2855, pruned_loss=0.05107, over 2477643.27 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06937, over 24218.97 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05228, over 2454195.63 frames. utt_duration=1284 frames, utt_pad_proportion=0.04961, over 7652.37 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2855, pruned_loss=0.05092, over 2478279.87 frames. utt_duration=384 frames, utt_pad_proportion=0.07021, over 25894.87 utterances.], batch size: 43, lr: 2.79e-04
2022-08-29 13:38:11,558 INFO [train.py:927] (7/8) Epoch 14, batch 10000, giga_loss[loss=0.2306, simple_loss=0.3257, pruned_loss=0.06777, over 12377.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03167, over 62.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2892, pruned_loss=0.05363, over 2477104.22 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06948, over 24510.75 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05229, over 2454542.88 frames. utt_duration=1287 frames, utt_pad_proportion=0.04905, over 7636.64 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2892, pruned_loss=0.0535, over 2477607.58 frames. utt_duration=381.1 frames, utt_pad_proportion=0.07035, over 26086.17 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 13:39:53,266 INFO [train.py:927] (7/8) Epoch 14, batch 10050, giga_loss[loss=0.2048, simple_loss=0.2872, pruned_loss=0.06123, over 12443.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03295, over 86.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2951, pruned_loss=0.05667, over 2476397.62 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06715, over 23225.42 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05227, over 2454549.17 frames. utt_duration=1288 frames, utt_pad_proportion=0.04887, over 7630.46 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2951, pruned_loss=0.05661, over 2476890.06 frames. utt_duration=405 frames, utt_pad_proportion=0.06806, over 24539.63 utterances.], batch size: 86, lr: 2.79e-04
2022-08-29 13:41:37,058 INFO [train.py:927] (7/8) Epoch 14, batch 10100, giga_loss[loss=0.1753, simple_loss=0.2638, pruned_loss=0.04339, over 12362.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03086, over 51.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05518, over 2476519.68 frames. utt_duration=451.6 frames, utt_pad_proportion=0.06939, over 21999.62 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05227, over 2454897.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.04831, over 7624.07 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05519, over 2476880.90 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07029, over 23243.17 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 13:43:20,782 INFO [train.py:927] (7/8) Epoch 14, batch 10150, giga_loss[loss=0.1563, simple_loss=0.2382, pruned_loss=0.03714, over 12213.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2832, pruned_loss=0.05269, over 2476261.94 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06683, over 21055.66 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2867, pruned_loss=0.05217, over 2455042.00 frames. utt_duration=1287 frames, utt_pad_proportion=0.04833, over 7638.55 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2832, pruned_loss=0.05281, over 2476800.14 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06783, over 22275.97 utterances.], batch size: 39, lr: 2.79e-04
2022-08-29 13:45:03,035 INFO [train.py:927] (7/8) Epoch 14, batch 10200, giga_loss[loss=0.1647, simple_loss=0.2391, pruned_loss=0.0452, over 12147.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03933, over 33.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2762, pruned_loss=0.05084, over 2475808.94 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06795, over 20564.80 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2865, pruned_loss=0.05205, over 2455219.88 frames. utt_duration=1292 frames, utt_pad_proportion=0.04754, over 7610.82 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2763, pruned_loss=0.05103, over 2476562.14 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0691, over 21864.18 utterances.], batch size: 33, lr: 2.79e-04
2022-08-29 13:46:45,771 INFO [train.py:927] (7/8) Epoch 14, batch 10250, giga_loss[loss=0.1662, simple_loss=0.2525, pruned_loss=0.03995, over 12369.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03983, over 145.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2719, pruned_loss=0.04934, over 2475574.37 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06605, over 19910.29 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2866, pruned_loss=0.05209, over 2455311.24 frames. utt_duration=1290 frames, utt_pad_proportion=0.04717, over 7621.07 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2715, pruned_loss=0.0494, over 2476712.42 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0675, over 21345.65 utterances.], batch size: 145, lr: 2.79e-04
2022-08-29 13:48:29,250 INFO [train.py:927] (7/8) Epoch 14, batch 10300, giga_loss[loss=0.1502, simple_loss=0.2441, pruned_loss=0.02813, over 12444.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2674, pruned_loss=0.04749, over 2475747.72 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06738, over 20098.02 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2863, pruned_loss=0.05204, over 2456001.78 frames. utt_duration=1295 frames, utt_pad_proportion=0.04613, over 7597.69 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2668, pruned_loss=0.04749, over 2476574.17 frames. utt_duration=460 frames, utt_pad_proportion=0.06892, over 21601.27 utterances.], batch size: 75, lr: 2.79e-04
2022-08-29 13:50:09,184 INFO [train.py:927] (7/8) Epoch 14, batch 10350, giga_loss[loss=0.1501, simple_loss=0.2391, pruned_loss=0.03055, over 12351.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03556, over 104.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2623, pruned_loss=0.04556, over 2475133.55 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06807, over 19667.25 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2861, pruned_loss=0.05187, over 2456207.17 frames. utt_duration=1299 frames, utt_pad_proportion=0.04545, over 7572.93 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2615, pruned_loss=0.0456, over 2476027.17 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06964, over 21165.18 utterances.], batch size: 104, lr: 2.79e-04
2022-08-29 13:51:51,865 INFO [train.py:927] (7/8) Epoch 14, batch 10400, giga_loss[loss=0.1496, simple_loss=0.2367, pruned_loss=0.0313, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.034, over 28.00 utterances.], tot_loss[loss=0.1735, simple_loss=0.2584, pruned_loss=0.04432, over 2474441.04 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06474, over 18926.24 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2863, pruned_loss=0.05214, over 2456660.37 frames. utt_duration=1290 frames, utt_pad_proportion=0.04874, over 7624.77 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.2569, pruned_loss=0.04389, over 2475340.17 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06554, over 20465.09 utterances.], batch size: 28, lr: 2.79e-04
2022-08-29 13:53:34,613 INFO [train.py:927] (7/8) Epoch 14, batch 10450, giga_loss[loss=0.1386, simple_loss=0.2179, pruned_loss=0.02971, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03667, over 40.00 utterances.], tot_loss[loss=0.1703, simple_loss=0.2544, pruned_loss=0.04315, over 2473777.48 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06291, over 19297.87 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2862, pruned_loss=0.05213, over 2456530.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.04835, over 7615.55 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.2529, pruned_loss=0.04274, over 2474751.63 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06381, over 20615.56 utterances.], batch size: 40, lr: 2.79e-04
2022-08-29 13:55:17,647 INFO [train.py:927] (7/8) Epoch 14, batch 10500, giga_loss[loss=0.2163, simple_loss=0.3047, pruned_loss=0.06391, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02264, over 45.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2637, pruned_loss=0.04722, over 2474462.13 frames. utt_duration=518.9 frames, utt_pad_proportion=0.05874, over 19128.57 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2861, pruned_loss=0.05205, over 2456548.61 frames. utt_duration=1293 frames, utt_pad_proportion=0.04786, over 7609.29 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2624, pruned_loss=0.04686, over 2475432.98 frames. utt_duration=488.8 frames, utt_pad_proportion=0.05992, over 20317.61 utterances.], batch size: 45, lr: 2.79e-04
2022-08-29 13:57:00,418 INFO [train.py:927] (7/8) Epoch 14, batch 10550, giga_loss[loss=0.2428, simple_loss=0.328, pruned_loss=0.07882, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.02949, over 104.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2738, pruned_loss=0.05134, over 2474149.22 frames. utt_duration=512.1 frames, utt_pad_proportion=0.0623, over 19382.00 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2865, pruned_loss=0.05219, over 2456818.41 frames. utt_duration=1293 frames, utt_pad_proportion=0.04702, over 7608.08 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2719, pruned_loss=0.05086, over 2475070.28 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06344, over 20591.30 utterances.], batch size: 104, lr: 2.79e-04
2022-08-29 13:58:42,226 INFO [train.py:927] (7/8) Epoch 14, batch 10600, giga_loss[loss=0.1703, simple_loss=0.2706, pruned_loss=0.03501, over 12390.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2788, pruned_loss=0.05253, over 2473541.75 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06885, over 20110.99 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.05218, over 2456730.33 frames. utt_duration=1295 frames, utt_pad_proportion=0.04644, over 7600.09 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.277, pruned_loss=0.05215, over 2474629.72 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06969, over 21285.23 utterances.], batch size: 70, lr: 2.79e-04
2022-08-29 14:00:23,278 INFO [train.py:927] (7/8) Epoch 14, batch 10650, giga_loss[loss=0.2102, simple_loss=0.2961, pruned_loss=0.06211, over 12368.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05003, over 161.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2838, pruned_loss=0.05527, over 2473961.74 frames. utt_duration=497 frames, utt_pad_proportion=0.06922, over 19969.68 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2869, pruned_loss=0.05247, over 2457133.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.04588, over 7598.08 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2821, pruned_loss=0.05475, over 2474685.61 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07018, over 21075.71 utterances.], batch size: 161, lr: 2.79e-04
2022-08-29 14:02:07,021 INFO [train.py:927] (7/8) Epoch 14, batch 10700, giga_loss[loss=0.2099, simple_loss=0.2925, pruned_loss=0.06368, over 12289.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03403, over 51.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05686, over 2473379.65 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06597, over 19445.09 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2864, pruned_loss=0.05231, over 2457251.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.04524, over 7573.28 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2862, pruned_loss=0.05667, over 2474147.13 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06726, over 20571.73 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 14:03:49,329 INFO [train.py:927] (7/8) Epoch 14, batch 10750, giga_loss[loss=0.2392, simple_loss=0.3062, pruned_loss=0.08613, over 12327.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 374.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2909, pruned_loss=0.05837, over 2472917.29 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07365, over 19289.91 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05242, over 2458084.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.04927, over 7665.50 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2902, pruned_loss=0.05833, over 2473410.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07318, over 20596.17 utterances.], batch size: 374, lr: 2.79e-04
2022-08-29 14:05:31,953 INFO [train.py:927] (7/8) Epoch 14, batch 10800, giga_loss[loss=0.2497, simple_loss=0.3378, pruned_loss=0.08082, over 12437.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03609, over 113.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2929, pruned_loss=0.05844, over 2472903.38 frames. utt_duration=531.2 frames, utt_pad_proportion=0.07259, over 18674.48 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2864, pruned_loss=0.05245, over 2458393.88 frames. utt_duration=1285 frames, utt_pad_proportion=0.04848, over 7659.84 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2926, pruned_loss=0.05853, over 2473406.04 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07275, over 20033.28 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 14:07:13,515 INFO [train.py:927] (7/8) Epoch 14, batch 10850, giga_loss[loss=0.2106, simple_loss=0.3051, pruned_loss=0.05808, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.0576, over 2473022.49 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06664, over 17305.09 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2862, pruned_loss=0.05247, over 2459072.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.04703, over 7632.80 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.05786, over 2473326.65 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06801, over 18804.03 utterances.], batch size: 66, lr: 2.79e-04
2022-08-29 14:08:58,577 INFO [train.py:927] (7/8) Epoch 14, batch 10900, giga_loss[loss=0.18, simple_loss=0.2674, pruned_loss=0.04629, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02948, over 48.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05926, over 2473712.10 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06711, over 17446.95 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05245, over 2459504.57 frames. utt_duration=1297 frames, utt_pad_proportion=0.04599, over 7594.29 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05964, over 2473996.90 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06876, over 18987.51 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 14:10:42,341 INFO [train.py:927] (7/8) Epoch 14, batch 10950, libri_loss[loss=0.1995, simple_loss=0.296, pruned_loss=0.05149, over 12448.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01379, over 40.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.297, pruned_loss=0.06189, over 2473253.80 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06893, over 17815.58 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05227, over 2459514.92 frames. utt_duration=1301 frames, utt_pad_proportion=0.04538, over 7572.67 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2981, pruned_loss=0.0625, over 2473711.10 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07044, over 19240.24 utterances.], batch size: 40, lr: 2.79e-04
2022-08-29 14:12:25,715 INFO [train.py:927] (7/8) Epoch 14, batch 11000, giga_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06138, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03237, over 75.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2963, pruned_loss=0.0622, over 2473284.84 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06603, over 17357.84 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2857, pruned_loss=0.05226, over 2459801.11 frames. utt_duration=1302 frames, utt_pad_proportion=0.04421, over 7562.88 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2972, pruned_loss=0.06301, over 2473836.81 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06823, over 18842.26 utterances.], batch size: 75, lr: 2.79e-04
2022-08-29 14:14:08,043 INFO [train.py:927] (7/8) Epoch 14, batch 11050, giga_loss[loss=0.2024, simple_loss=0.2946, pruned_loss=0.05511, over 12444.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04351, over 134.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.06165, over 2473075.96 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06555, over 17455.14 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2849, pruned_loss=0.05195, over 2459678.35 frames. utt_duration=1310 frames, utt_pad_proportion=0.04334, over 7518.61 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2967, pruned_loss=0.06285, over 2474019.76 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06785, over 18956.50 utterances.], batch size: 134, lr: 2.79e-04
2022-08-29 14:15:51,218 INFO [train.py:927] (7/8) Epoch 14, batch 11100, giga_loss[loss=0.2017, simple_loss=0.2832, pruned_loss=0.06013, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03456, over 37.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2933, pruned_loss=0.06118, over 2473399.82 frames. utt_duration=536.5 frames, utt_pad_proportion=0.0748, over 18492.08 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05196, over 2459858.93 frames. utt_duration=1304 frames, utt_pad_proportion=0.04651, over 7554.61 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06249, over 2474508.88 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07517, over 20060.97 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 14:17:35,858 INFO [train.py:927] (7/8) Epoch 14, batch 11150, giga_loss[loss=0.1937, simple_loss=0.2721, pruned_loss=0.05766, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03758, over 51.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2892, pruned_loss=0.05942, over 2473933.91 frames. utt_duration=535.2 frames, utt_pad_proportion=0.07529, over 18540.53 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2846, pruned_loss=0.05195, over 2459975.63 frames. utt_duration=1303 frames, utt_pad_proportion=0.04638, over 7559.83 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2908, pruned_loss=0.0605, over 2474755.63 frames. utt_duration=501 frames, utt_pad_proportion=0.07566, over 19817.48 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 14:19:20,719 INFO [train.py:927] (7/8) Epoch 14, batch 11200, giga_loss[loss=0.1948, simple_loss=0.2905, pruned_loss=0.0496, over 12445.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2869, pruned_loss=0.05869, over 2473975.99 frames. utt_duration=522.1 frames, utt_pad_proportion=0.0743, over 19010.04 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05174, over 2460162.07 frames. utt_duration=1307 frames, utt_pad_proportion=0.0456, over 7536.03 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2884, pruned_loss=0.05988, over 2474767.81 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07512, over 20295.10 utterances.], batch size: 86, lr: 2.79e-04
2022-08-29 14:21:01,990 INFO [train.py:927] (7/8) Epoch 14, batch 11250, giga_loss[loss=0.1876, simple_loss=0.2705, pruned_loss=0.05233, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2862, pruned_loss=0.05822, over 2473563.91 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07536, over 19144.89 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05186, over 2460070.71 frames. utt_duration=1308 frames, utt_pad_proportion=0.04497, over 7529.46 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2876, pruned_loss=0.05934, over 2474797.69 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07661, over 20616.73 utterances.], batch size: 98, lr: 2.79e-04
2022-08-29 14:22:42,033 INFO [train.py:927] (7/8) Epoch 14, batch 11300, giga_loss[loss=0.2335, simple_loss=0.3143, pruned_loss=0.07636, over 12420.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2835, pruned_loss=0.05727, over 2473103.08 frames. utt_duration=550.6 frames, utt_pad_proportion=0.07048, over 18015.00 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05198, over 2460464.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04849, over 7587.24 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2848, pruned_loss=0.0582, over 2474039.14 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07104, over 19379.43 utterances.], batch size: 183, lr: 2.79e-04
2022-08-29 14:24:23,925 INFO [train.py:927] (7/8) Epoch 14, batch 11350, giga_loss[loss=0.2123, simple_loss=0.2875, pruned_loss=0.06857, over 12416.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2811, pruned_loss=0.05618, over 2473231.16 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06437, over 16989.10 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2844, pruned_loss=0.05198, over 2460361.50 frames. utt_duration=1300 frames, utt_pad_proportion=0.04793, over 7578.49 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2819, pruned_loss=0.05697, over 2474214.18 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06553, over 18202.16 utterances.], batch size: 146, lr: 2.79e-04
2022-08-29 14:26:06,229 INFO [train.py:927] (7/8) Epoch 14, batch 11400, libri_loss[loss=0.1579, simple_loss=0.2314, pruned_loss=0.04216, over 12387.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009427, over 30.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2784, pruned_loss=0.05526, over 2472712.14 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05948, over 16461.34 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2847, pruned_loss=0.05206, over 2460434.07 frames. utt_duration=1303 frames, utt_pad_proportion=0.04705, over 7561.15 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2788, pruned_loss=0.05591, over 2473733.36 frames. utt_duration=561.9 frames, utt_pad_proportion=0.0612, over 17656.30 utterances.], batch size: 30, lr: 2.79e-04
2022-08-29 14:27:46,589 INFO [train.py:927] (7/8) Epoch 14, batch 11450, giga_loss[loss=0.1797, simple_loss=0.2595, pruned_loss=0.05001, over 12368.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05218, over 34.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2751, pruned_loss=0.05409, over 2473046.74 frames. utt_duration=618.9 frames, utt_pad_proportion=0.06099, over 16021.75 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05195, over 2460956.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04671, over 7561.44 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2754, pruned_loss=0.0548, over 2473780.93 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06266, over 17268.87 utterances.], batch size: 34, lr: 2.79e-04
2022-08-29 14:29:29,130 INFO [train.py:927] (7/8) Epoch 14, batch 11500, libri_loss[loss=0.1942, simple_loss=0.2939, pruned_loss=0.04725, over 12414.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03411, over 46.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2726, pruned_loss=0.0529, over 2473911.93 frames. utt_duration=632.9 frames, utt_pad_proportion=0.05614, over 15671.59 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05177, over 2461247.82 frames. utt_duration=1302 frames, utt_pad_proportion=0.0468, over 7572.88 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2727, pruned_loss=0.05367, over 2474563.04 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05792, over 16883.52 utterances.], batch size: 46, lr: 2.79e-04
2022-08-29 14:31:16,089 INFO [train.py:927] (7/8) Epoch 14, batch 11550, libri_loss[loss=0.1863, simple_loss=0.2808, pruned_loss=0.04587, over 12448.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006221, over 35.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2734, pruned_loss=0.05331, over 2473688.88 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05536, over 15744.81 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2839, pruned_loss=0.0517, over 2461465.76 frames. utt_duration=1305 frames, utt_pad_proportion=0.04588, over 7553.12 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2733, pruned_loss=0.05402, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 35, lr: 2.79e-04
2022-08-29 14:33:00,764 INFO [train.py:927] (7/8) Epoch 14, batch 11600, giga_loss[loss=0.2369, simple_loss=0.3152, pruned_loss=0.07928, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02956, over 85.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2792, pruned_loss=0.05669, over 2473237.37 frames. utt_duration=612 frames, utt_pad_proportion=0.05478, over 16205.04 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05174, over 2461697.25 frames. utt_duration=1307 frames, utt_pad_proportion=0.04536, over 7542.84 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2788, pruned_loss=0.05723, over 2473692.30 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05654, over 17273.40 utterances.], batch size: 85, lr: 2.78e-04
2022-08-29 14:34:46,978 INFO [train.py:927] (7/8) Epoch 14, batch 11650, giga_loss[loss=0.2607, simple_loss=0.3376, pruned_loss=0.09191, over 12395.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07315, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2853, pruned_loss=0.05906, over 2473834.81 frames. utt_duration=580.8 frames, utt_pad_proportion=0.0595, over 17081.47 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05177, over 2461800.48 frames. utt_duration=1307 frames, utt_pad_proportion=0.04488, over 7541.93 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2847, pruned_loss=0.05957, over 2474302.71 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06088, over 18089.43 utterances.], batch size: 212, lr: 2.78e-04
2022-08-29 14:36:30,477 INFO [train.py:927] (7/8) Epoch 14, batch 11700, giga_loss[loss=0.2265, simple_loss=0.32, pruned_loss=0.06646, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2907, pruned_loss=0.06104, over 2473980.54 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05941, over 17403.90 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05173, over 2462002.08 frames. utt_duration=1309 frames, utt_pad_proportion=0.04442, over 7534.72 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2907, pruned_loss=0.06166, over 2474437.17 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06081, over 18439.48 utterances.], batch size: 70, lr: 2.78e-04
2022-08-29 14:38:14,440 INFO [train.py:927] (7/8) Epoch 14, batch 11750, giga_loss[loss=0.1806, simple_loss=0.2873, pruned_loss=0.03691, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02477, over 66.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06083, over 2473999.55 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06167, over 18229.49 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05183, over 2461929.97 frames. utt_duration=1310 frames, utt_pad_proportion=0.0439, over 7523.74 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2923, pruned_loss=0.06137, over 2474591.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06287, over 19186.37 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 14:39:58,330 INFO [train.py:927] (7/8) Epoch 14, batch 11800, giga_loss[loss=0.1967, simple_loss=0.2815, pruned_loss=0.0559, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03316, over 85.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2918, pruned_loss=0.05987, over 2473809.74 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06479, over 18126.17 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2842, pruned_loss=0.05192, over 2461776.60 frames. utt_duration=1312 frames, utt_pad_proportion=0.04345, over 7513.00 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2919, pruned_loss=0.06033, over 2474557.65 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06582, over 19028.63 utterances.], batch size: 85, lr: 2.78e-04
2022-08-29 14:41:43,477 INFO [train.py:927] (7/8) Epoch 14, batch 11850, giga_loss[loss=0.2308, simple_loss=0.3049, pruned_loss=0.07841, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03679, over 40.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2938, pruned_loss=0.06098, over 2472863.95 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06839, over 18129.01 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2846, pruned_loss=0.052, over 2461933.98 frames. utt_duration=1317 frames, utt_pad_proportion=0.0427, over 7483.40 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06149, over 2473557.37 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06955, over 19129.97 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 14:43:36,186 INFO [train.py:927] (7/8) Epoch 14, batch 11900, giga_loss[loss=0.21, simple_loss=0.295, pruned_loss=0.06251, over 12413.00 frames. utt_duration=975 frames, utt_pad_proportion=0.02792, over 51.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.06183, over 2473191.63 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06429, over 18107.78 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2842, pruned_loss=0.0519, over 2462125.06 frames. utt_duration=1321 frames, utt_pad_proportion=0.04209, over 7461.89 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2957, pruned_loss=0.06251, over 2473782.71 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06576, over 19129.58 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 14:45:20,150 INFO [train.py:927] (7/8) Epoch 14, batch 11950, giga_loss[loss=0.1912, simple_loss=0.2811, pruned_loss=0.05065, over 12294.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02638, over 42.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2955, pruned_loss=0.06236, over 2472434.43 frames. utt_duration=571.7 frames, utt_pad_proportion=0.059, over 17345.26 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2839, pruned_loss=0.05194, over 2461980.60 frames. utt_duration=1326 frames, utt_pad_proportion=0.04117, over 7436.30 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2965, pruned_loss=0.06316, over 2473348.15 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06102, over 18478.08 utterances.], batch size: 42, lr: 2.78e-04
2022-08-29 14:47:04,323 INFO [train.py:927] (7/8) Epoch 14, batch 12000, giga_loss[loss=0.2407, simple_loss=0.3208, pruned_loss=0.08028, over 12459.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03448, over 43.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2978, pruned_loss=0.06362, over 2472981.90 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05997, over 17043.99 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05217, over 2462362.16 frames. utt_duration=1313 frames, utt_pad_proportion=0.04511, over 7507.98 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.0642, over 2473519.00 frames. utt_duration=551 frames, utt_pad_proportion=0.06037, over 18004.98 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 14:47:04,324 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 14:47:18,757 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1768, simple_loss=0.2854, pruned_loss=0.0341, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 14:49:01,210 INFO [train.py:927] (7/8) Epoch 14, batch 12050, giga_loss[loss=0.2176, simple_loss=0.2982, pruned_loss=0.06848, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03425, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2992, pruned_loss=0.06387, over 2472808.69 frames. utt_duration=598.7 frames, utt_pad_proportion=0.0625, over 16563.48 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2846, pruned_loss=0.05258, over 2462552.68 frames. utt_duration=1303 frames, utt_pad_proportion=0.04835, over 7568.53 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2996, pruned_loss=0.06416, over 2473269.04 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06161, over 17435.42 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 14:50:42,016 INFO [train.py:927] (7/8) Epoch 14, batch 12100, giga_loss[loss=0.2199, simple_loss=0.3048, pruned_loss=0.06745, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03144, over 66.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2989, pruned_loss=0.06418, over 2472468.84 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05772, over 15784.17 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.285, pruned_loss=0.05268, over 2463035.80 frames. utt_duration=1302 frames, utt_pad_proportion=0.04778, over 7578.31 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2991, pruned_loss=0.06458, over 2472624.06 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05756, over 16661.70 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 14:52:26,365 INFO [train.py:927] (7/8) Epoch 14, batch 12150, giga_loss[loss=0.2237, simple_loss=0.3031, pruned_loss=0.07218, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02939, over 42.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2997, pruned_loss=0.06537, over 2472726.70 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05763, over 15398.22 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.0531, over 2463537.72 frames. utt_duration=1298 frames, utt_pad_proportion=0.04724, over 7601.48 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2998, pruned_loss=0.06556, over 2472589.89 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05789, over 16256.64 utterances.], batch size: 42, lr: 2.78e-04
2022-08-29 14:54:07,881 INFO [train.py:927] (7/8) Epoch 14, batch 12200, libri_loss[loss=0.214, simple_loss=0.2986, pruned_loss=0.06475, over 12274.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00769, over 37.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3008, pruned_loss=0.06592, over 2472543.06 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06009, over 15791.88 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.286, pruned_loss=0.0533, over 2463556.51 frames. utt_duration=1300 frames, utt_pad_proportion=0.04629, over 7590.58 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3008, pruned_loss=0.06618, over 2472624.45 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06069, over 16676.71 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 14:55:49,982 INFO [train.py:927] (7/8) Epoch 14, batch 12250, giga_loss[loss=0.2294, simple_loss=0.3116, pruned_loss=0.07362, over 12401.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06809, over 184.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3, pruned_loss=0.0654, over 2473193.67 frames. utt_duration=635 frames, utt_pad_proportion=0.05902, over 15615.88 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05332, over 2463395.12 frames. utt_duration=1302 frames, utt_pad_proportion=0.04598, over 7575.72 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3003, pruned_loss=0.0657, over 2473476.45 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05973, over 16396.47 utterances.], batch size: 184, lr: 2.78e-04
2022-08-29 14:57:29,224 INFO [train.py:927] (7/8) Epoch 14, batch 12300, giga_loss[loss=0.2144, simple_loss=0.2929, pruned_loss=0.06798, over 12334.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03323, over 51.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.299, pruned_loss=0.06532, over 2472292.35 frames. utt_duration=642.5 frames, utt_pad_proportion=0.06176, over 15428.50 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05321, over 2463659.41 frames. utt_duration=1307 frames, utt_pad_proportion=0.04502, over 7547.78 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2998, pruned_loss=0.06599, over 2472540.32 frames. utt_duration=608.1 frames, utt_pad_proportion=0.06275, over 16303.12 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 14:59:08,218 INFO [train.py:927] (7/8) Epoch 14, batch 12350, giga_loss[loss=0.1883, simple_loss=0.2725, pruned_loss=0.05204, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03765, over 40.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2967, pruned_loss=0.0644, over 2471544.87 frames. utt_duration=656.5 frames, utt_pad_proportion=0.05873, over 15093.29 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2858, pruned_loss=0.05336, over 2463602.56 frames. utt_duration=1310 frames, utt_pad_proportion=0.04401, over 7530.78 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.06518, over 2472085.71 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06036, over 16069.56 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 15:00:49,663 INFO [train.py:927] (7/8) Epoch 14, batch 12400, giga_loss[loss=0.1919, simple_loss=0.2766, pruned_loss=0.05357, over 12301.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2942, pruned_loss=0.06354, over 2471270.16 frames. utt_duration=641 frames, utt_pad_proportion=0.05928, over 15456.98 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2853, pruned_loss=0.05324, over 2463554.04 frames. utt_duration=1311 frames, utt_pad_proportion=0.04378, over 7525.17 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2955, pruned_loss=0.06457, over 2471968.60 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06087, over 16460.55 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 15:02:30,332 INFO [train.py:927] (7/8) Epoch 14, batch 12450, giga_loss[loss=0.1852, simple_loss=0.2778, pruned_loss=0.04628, over 12420.00 frames. utt_duration=372.3 frames, utt_pad_proportion=0.04533, over 134.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2912, pruned_loss=0.06215, over 2471743.70 frames. utt_duration=638.9 frames, utt_pad_proportion=0.0555, over 15512.01 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2858, pruned_loss=0.05359, over 2463780.36 frames. utt_duration=1308 frames, utt_pad_proportion=0.04369, over 7544.21 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06292, over 2472321.18 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05717, over 16519.82 utterances.], batch size: 134, lr: 2.78e-04
2022-08-29 15:04:12,564 INFO [train.py:927] (7/8) Epoch 14, batch 12500, giga_loss[loss=0.2092, simple_loss=0.2912, pruned_loss=0.06359, over 12361.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04833, over 34.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2879, pruned_loss=0.06083, over 2471291.50 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05666, over 15576.63 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.0537, over 2463948.30 frames. utt_duration=1309 frames, utt_pad_proportion=0.04332, over 7536.36 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2887, pruned_loss=0.06149, over 2471747.52 frames. utt_duration=599.8 frames, utt_pad_proportion=0.05814, over 16523.59 utterances.], batch size: 34, lr: 2.78e-04
2022-08-29 15:05:53,241 INFO [train.py:927] (7/8) Epoch 14, batch 12550, giga_loss[loss=0.2799, simple_loss=0.3422, pruned_loss=0.1088, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2878, pruned_loss=0.06054, over 2472124.65 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06163, over 16436.49 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2857, pruned_loss=0.05374, over 2463896.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04721, over 7597.00 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2885, pruned_loss=0.06111, over 2472640.92 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06113, over 17239.02 utterances.], batch size: 365, lr: 2.78e-04
2022-08-29 15:07:33,684 INFO [train.py:927] (7/8) Epoch 14, batch 12600, giga_loss[loss=0.1784, simple_loss=0.2758, pruned_loss=0.0405, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2883, pruned_loss=0.05966, over 2472538.21 frames. utt_duration=612.9 frames, utt_pad_proportion=0.0597, over 16175.76 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2865, pruned_loss=0.05432, over 2463879.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.05265, over 7732.30 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2882, pruned_loss=0.05978, over 2473217.66 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05753, over 16936.26 utterances.], batch size: 75, lr: 2.78e-04
2022-08-29 15:09:12,145 INFO [train.py:927] (7/8) Epoch 14, batch 12650, giga_loss[loss=0.1929, simple_loss=0.2744, pruned_loss=0.05568, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2889, pruned_loss=0.05933, over 2472931.12 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06365, over 17043.56 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.0544, over 2464143.49 frames. utt_duration=1281 frames, utt_pad_proportion=0.05169, over 7705.34 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2888, pruned_loss=0.05947, over 2473431.29 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06222, over 17847.81 utterances.], batch size: 366, lr: 2.78e-04
2022-08-29 15:10:51,442 INFO [train.py:927] (7/8) Epoch 14, batch 12700, libri_loss[loss=0.2582, simple_loss=0.3295, pruned_loss=0.09346, over 12351.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02832, over 43.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2889, pruned_loss=0.05884, over 2472864.36 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06081, over 17323.02 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2869, pruned_loss=0.05468, over 2464021.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.05119, over 7709.81 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2886, pruned_loss=0.05877, over 2473582.66 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06007, over 18178.16 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 15:12:32,898 INFO [train.py:927] (7/8) Epoch 14, batch 12750, giga_loss[loss=0.2133, simple_loss=0.2855, pruned_loss=0.07058, over 12469.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04272, over 34.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2882, pruned_loss=0.05846, over 2473156.62 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05695, over 16720.85 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.287, pruned_loss=0.05491, over 2464443.93 frames. utt_duration=1279 frames, utt_pad_proportion=0.051, over 7715.63 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.288, pruned_loss=0.05833, over 2473592.26 frames. utt_duration=562 frames, utt_pad_proportion=0.05667, over 17652.59 utterances.], batch size: 34, lr: 2.78e-04
2022-08-29 15:14:12,013 INFO [train.py:927] (7/8) Epoch 14, batch 12800, giga_loss[loss=0.2113, simple_loss=0.3127, pruned_loss=0.05501, over 12419.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03363, over 75.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2899, pruned_loss=0.05907, over 2473900.14 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06137, over 16708.85 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2871, pruned_loss=0.05507, over 2464570.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.05137, over 7735.72 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2896, pruned_loss=0.0589, over 2474333.49 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06098, over 17648.19 utterances.], batch size: 75, lr: 2.78e-04
2022-08-29 15:15:54,828 INFO [train.py:927] (7/8) Epoch 14, batch 12850, giga_loss[loss=0.1966, simple_loss=0.2894, pruned_loss=0.05186, over 12441.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2911, pruned_loss=0.05924, over 2473943.62 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06023, over 16716.24 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.287, pruned_loss=0.05522, over 2464358.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.05039, over 7710.56 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.291, pruned_loss=0.05907, over 2474649.27 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06042, over 17672.81 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 15:17:37,091 INFO [train.py:927] (7/8) Epoch 14, batch 12900, giga_loss[loss=0.2364, simple_loss=0.3211, pruned_loss=0.07586, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07158, over 212.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.291, pruned_loss=0.05941, over 2473287.42 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05745, over 15896.75 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2872, pruned_loss=0.05542, over 2464269.86 frames. utt_duration=1279 frames, utt_pad_proportion=0.04981, over 7713.59 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.291, pruned_loss=0.05925, over 2474304.49 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05816, over 16980.77 utterances.], batch size: 212, lr: 2.78e-04
2022-08-29 15:19:16,244 INFO [train.py:927] (7/8) Epoch 14, batch 12950, giga_loss[loss=0.1947, simple_loss=0.2785, pruned_loss=0.0554, over 12355.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2896, pruned_loss=0.05869, over 2473176.83 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05328, over 15579.18 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05549, over 2464323.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.04856, over 7689.77 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2898, pruned_loss=0.05861, over 2474227.58 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05472, over 16729.51 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:20:56,577 INFO [train.py:927] (7/8) Epoch 14, batch 13000, giga_loss[loss=0.1861, simple_loss=0.2834, pruned_loss=0.04444, over 12309.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02968, over 74.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2876, pruned_loss=0.05782, over 2473196.13 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05584, over 15811.58 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2872, pruned_loss=0.05572, over 2464199.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05243, over 7750.70 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2876, pruned_loss=0.05761, over 2474328.66 frames. utt_duration=589 frames, utt_pad_proportion=0.05507, over 16845.98 utterances.], batch size: 74, lr: 2.78e-04
2022-08-29 15:22:36,287 INFO [train.py:927] (7/8) Epoch 14, batch 13050, giga_loss[loss=0.1784, simple_loss=0.2648, pruned_loss=0.04598, over 12230.00 frames. utt_duration=1883 frames, utt_pad_proportion=0.05093, over 26.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2886, pruned_loss=0.0581, over 2472454.84 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05983, over 16737.91 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05628, over 2463675.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05066, over 7705.73 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2884, pruned_loss=0.05752, over 2474235.45 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05976, over 17960.83 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 15:24:15,043 INFO [train.py:927] (7/8) Epoch 14, batch 13100, giga_loss[loss=0.206, simple_loss=0.2986, pruned_loss=0.05671, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2891, pruned_loss=0.05807, over 2473033.11 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05616, over 16855.00 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2876, pruned_loss=0.05654, over 2463756.25 frames. utt_duration=1282 frames, utt_pad_proportion=0.04993, over 7696.63 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2888, pruned_loss=0.05741, over 2474553.43 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05665, over 17996.12 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:25:52,034 INFO [train.py:927] (7/8) Epoch 14, batch 13150, giga_loss[loss=0.1875, simple_loss=0.2642, pruned_loss=0.05538, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.287, pruned_loss=0.05835, over 2474107.31 frames. utt_duration=597.3 frames, utt_pad_proportion=0.0541, over 16610.53 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.287, pruned_loss=0.05647, over 2463880.65 frames. utt_duration=1285 frames, utt_pad_proportion=0.04965, over 7677.31 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2874, pruned_loss=0.05794, over 2475528.40 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05483, over 17838.98 utterances.], batch size: 48, lr: 2.78e-04
2022-08-29 15:27:32,600 INFO [train.py:927] (7/8) Epoch 14, batch 13200, giga_loss[loss=0.2035, simple_loss=0.2906, pruned_loss=0.05819, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2844, pruned_loss=0.05822, over 2474072.48 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05433, over 16431.80 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2868, pruned_loss=0.05665, over 2463863.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.04936, over 7691.86 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2849, pruned_loss=0.05779, over 2475549.76 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05513, over 17691.34 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:29:13,995 INFO [train.py:927] (7/8) Epoch 14, batch 13250, giga_loss[loss=0.1923, simple_loss=0.2757, pruned_loss=0.05445, over 12315.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03642, over 62.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2833, pruned_loss=0.05814, over 2474758.75 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05772, over 17316.91 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2869, pruned_loss=0.05685, over 2464246.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.04861, over 7676.22 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2836, pruned_loss=0.05764, over 2475776.73 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05844, over 18490.23 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 15:30:53,356 INFO [train.py:927] (7/8) Epoch 14, batch 13300, giga_loss[loss=0.1788, simple_loss=0.2581, pruned_loss=0.04976, over 12458.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02819, over 55.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2795, pruned_loss=0.05645, over 2474667.36 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05731, over 17068.08 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2867, pruned_loss=0.05685, over 2464109.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.0479, over 7646.54 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2797, pruned_loss=0.05606, over 2475852.09 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05823, over 18250.18 utterances.], batch size: 55, lr: 2.78e-04
2022-08-29 15:32:33,309 INFO [train.py:927] (7/8) Epoch 14, batch 13350, giga_loss[loss=0.2192, simple_loss=0.3111, pruned_loss=0.06367, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2799, pruned_loss=0.05619, over 2474200.38 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05711, over 17280.24 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2867, pruned_loss=0.05694, over 2463905.19 frames. utt_duration=1295 frames, utt_pad_proportion=0.04715, over 7617.66 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2799, pruned_loss=0.05579, over 2475542.58 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05818, over 18442.84 utterances.], batch size: 122, lr: 2.78e-04
2022-08-29 15:34:15,794 INFO [train.py:927] (7/8) Epoch 14, batch 13400, giga_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05118, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.283, pruned_loss=0.057, over 2474154.81 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05641, over 17359.76 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2866, pruned_loss=0.05681, over 2463919.74 frames. utt_duration=1298 frames, utt_pad_proportion=0.04663, over 7601.47 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.283, pruned_loss=0.05679, over 2475331.47 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05751, over 18414.31 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 15:35:58,726 INFO [train.py:927] (7/8) Epoch 14, batch 13450, giga_loss[loss=0.1844, simple_loss=0.2702, pruned_loss=0.04924, over 12288.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03769, over 51.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2862, pruned_loss=0.05844, over 2474470.08 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05919, over 17858.44 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2866, pruned_loss=0.05684, over 2464002.59 frames. utt_duration=1297 frames, utt_pad_proportion=0.04626, over 7610.24 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2862, pruned_loss=0.05827, over 2475515.61 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06015, over 18870.24 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 15:37:45,751 INFO [train.py:927] (7/8) Epoch 14, batch 13500, giga_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0518, over 12375.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03065, over 51.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2916, pruned_loss=0.06212, over 2474445.44 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06278, over 18352.55 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2869, pruned_loss=0.05722, over 2463874.70 frames. utt_duration=1286 frames, utt_pad_proportion=0.05036, over 7673.89 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2914, pruned_loss=0.06173, over 2475587.08 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06218, over 19297.22 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 15:39:27,551 INFO [train.py:927] (7/8) Epoch 14, batch 13550, giga_loss[loss=0.2614, simple_loss=0.3332, pruned_loss=0.09473, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.039, over 40.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2974, pruned_loss=0.06566, over 2474511.00 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06056, over 18107.71 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2872, pruned_loss=0.0576, over 2463932.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.05042, over 7687.05 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2972, pruned_loss=0.06514, over 2475574.41 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06026, over 19040.00 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 15:41:10,806 INFO [train.py:927] (7/8) Epoch 14, batch 13600, giga_loss[loss=0.2688, simple_loss=0.3474, pruned_loss=0.0951, over 12373.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07081, over 2474623.06 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06013, over 18426.91 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2878, pruned_loss=0.05808, over 2464312.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.0497, over 7689.32 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3043, pruned_loss=0.07014, over 2475308.09 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06027, over 19365.67 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:42:53,399 INFO [train.py:927] (7/8) Epoch 14, batch 13650, giga_loss[loss=0.2686, simple_loss=0.3411, pruned_loss=0.09806, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04418, over 146.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.309, pruned_loss=0.0738, over 2474210.99 frames. utt_duration=534.4 frames, utt_pad_proportion=0.0632, over 18570.80 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2882, pruned_loss=0.05846, over 2464668.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.04969, over 7707.80 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3087, pruned_loss=0.07326, over 2474656.83 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06331, over 19547.93 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:44:38,469 INFO [train.py:927] (7/8) Epoch 14, batch 13700, libri_loss[loss=0.2094, simple_loss=0.2867, pruned_loss=0.066, over 12280.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006226, over 32.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3134, pruned_loss=0.07794, over 2474171.86 frames. utt_duration=506.7 frames, utt_pad_proportion=0.07037, over 19588.83 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2886, pruned_loss=0.05895, over 2464462.32 frames. utt_duration=1280 frames, utt_pad_proportion=0.04925, over 7711.92 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3133, pruned_loss=0.07747, over 2474930.17 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07047, over 20630.23 utterances.], batch size: 32, lr: 2.78e-04
2022-08-29 15:46:24,748 INFO [train.py:927] (7/8) Epoch 14, batch 13750, giga_loss[loss=0.3051, simple_loss=0.3732, pruned_loss=0.1184, over 12459.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03372, over 86.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3183, pruned_loss=0.08203, over 2473722.14 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07588, over 20534.40 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2888, pruned_loss=0.05926, over 2464402.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.04951, over 7724.28 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3191, pruned_loss=0.08216, over 2474748.87 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07597, over 21843.47 utterances.], batch size: 86, lr: 2.78e-04
2022-08-29 15:48:08,372 INFO [train.py:927] (7/8) Epoch 14, batch 13800, giga_loss[loss=0.2468, simple_loss=0.318, pruned_loss=0.08776, over 12346.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3177, pruned_loss=0.08283, over 2473041.69 frames. utt_duration=472.2 frames, utt_pad_proportion=0.08332, over 21014.12 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2884, pruned_loss=0.05939, over 2463974.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04834, over 7699.71 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3197, pruned_loss=0.08366, over 2474574.24 frames. utt_duration=440 frames, utt_pad_proportion=0.08367, over 22570.30 utterances.], batch size: 97, lr: 2.78e-04
2022-08-29 15:49:51,737 INFO [train.py:927] (7/8) Epoch 14, batch 13850, giga_loss[loss=0.2355, simple_loss=0.3157, pruned_loss=0.07759, over 12353.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03663, over 122.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3193, pruned_loss=0.08359, over 2472853.61 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08482, over 21517.30 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2884, pruned_loss=0.05941, over 2464105.30 frames. utt_duration=1282 frames, utt_pad_proportion=0.04814, over 7696.21 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3211, pruned_loss=0.08434, over 2473965.72 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08513, over 22807.09 utterances.], batch size: 122, lr: 2.78e-04
2022-08-29 15:51:46,222 INFO [train.py:927] (7/8) Epoch 14, batch 13900, giga_loss[loss=0.2173, simple_loss=0.3001, pruned_loss=0.06725, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03126, over 85.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3217, pruned_loss=0.08492, over 2472941.39 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08701, over 22469.06 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2886, pruned_loss=0.05963, over 2463853.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.04725, over 7672.97 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3236, pruned_loss=0.08586, over 2474238.33 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08764, over 23832.07 utterances.], batch size: 85, lr: 2.78e-04
2022-08-29 15:53:35,400 INFO [train.py:927] (7/8) Epoch 14, batch 13950, libri_loss[loss=0.2298, simple_loss=0.3174, pruned_loss=0.07109, over 12302.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01958, over 41.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3191, pruned_loss=0.08211, over 2473158.09 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08614, over 22127.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2883, pruned_loss=0.05959, over 2464276.33 frames. utt_duration=1276 frames, utt_pad_proportion=0.05107, over 7734.42 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3222, pruned_loss=0.08391, over 2474196.06 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08635, over 23797.97 utterances.], batch size: 41, lr: 2.78e-04
2022-08-29 15:55:20,645 INFO [train.py:927] (7/8) Epoch 14, batch 14000, giga_loss[loss=0.2244, simple_loss=0.3049, pruned_loss=0.07197, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03073, over 42.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3169, pruned_loss=0.07985, over 2473729.91 frames. utt_duration=454 frames, utt_pad_proportion=0.08178, over 21867.68 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2885, pruned_loss=0.05966, over 2464369.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.05007, over 7719.17 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.32, pruned_loss=0.0817, over 2474674.42 frames. utt_duration=422 frames, utt_pad_proportion=0.08272, over 23535.18 utterances.], batch size: 42, lr: 2.78e-04
2022-08-29 15:57:07,282 INFO [train.py:927] (7/8) Epoch 14, batch 14050, giga_loss[loss=0.3145, simple_loss=0.3606, pruned_loss=0.1342, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3152, pruned_loss=0.07863, over 2474353.91 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07716, over 21682.46 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2884, pruned_loss=0.05976, over 2464617.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05433, over 7789.03 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3179, pruned_loss=0.08017, over 2474958.93 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07702, over 23054.70 utterances.], batch size: 258, lr: 2.78e-04
2022-08-29 15:58:56,556 INFO [train.py:927] (7/8) Epoch 14, batch 14100, giga_loss[loss=0.2071, simple_loss=0.3073, pruned_loss=0.05344, over 12233.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03208, over 45.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3151, pruned_loss=0.07853, over 2473657.66 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07425, over 21165.73 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2886, pruned_loss=0.0599, over 2464627.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05371, over 7786.24 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3174, pruned_loss=0.07986, over 2474244.02 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07456, over 22420.96 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 16:00:45,732 INFO [train.py:927] (7/8) Epoch 14, batch 14150, giga_loss[loss=0.2964, simple_loss=0.3555, pruned_loss=0.1187, over 12387.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09079, over 254.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3155, pruned_loss=0.07662, over 2473922.30 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06826, over 20201.56 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2888, pruned_loss=0.06022, over 2464567.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05252, over 7761.80 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3178, pruned_loss=0.07787, over 2474704.40 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06938, over 21577.03 utterances.], batch size: 254, lr: 2.77e-04
2022-08-29 16:02:28,418 INFO [train.py:927] (7/8) Epoch 14, batch 14200, giga_loss[loss=0.245, simple_loss=0.3304, pruned_loss=0.07982, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3164, pruned_loss=0.07759, over 2474109.86 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06713, over 19924.39 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2887, pruned_loss=0.06034, over 2464256.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.05154, over 7735.08 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3189, pruned_loss=0.07883, over 2475205.71 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06849, over 21307.20 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:04:12,702 INFO [train.py:927] (7/8) Epoch 14, batch 14250, giga_loss[loss=0.2077, simple_loss=0.2987, pruned_loss=0.05839, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3139, pruned_loss=0.0762, over 2474250.90 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06716, over 19765.85 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2888, pruned_loss=0.06038, over 2463960.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05087, over 7722.57 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3163, pruned_loss=0.07744, over 2475539.83 frames. utt_duration=471 frames, utt_pad_proportion=0.06855, over 21085.71 utterances.], batch size: 98, lr: 2.77e-04
2022-08-29 16:05:59,471 INFO [train.py:927] (7/8) Epoch 14, batch 14300, giga_loss[loss=0.2241, simple_loss=0.3184, pruned_loss=0.06493, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07609, over 2474182.60 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07189, over 20313.65 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2882, pruned_loss=0.06016, over 2464285.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.05017, over 7699.20 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3149, pruned_loss=0.07754, over 2475089.60 frames. utt_duration=460 frames, utt_pad_proportion=0.07299, over 21590.04 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 16:07:46,763 INFO [train.py:927] (7/8) Epoch 14, batch 14350, giga_loss[loss=0.2055, simple_loss=0.2978, pruned_loss=0.05662, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03097, over 80.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.312, pruned_loss=0.07531, over 2473797.28 frames. utt_duration=487 frames, utt_pad_proportion=0.07603, over 20376.93 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2881, pruned_loss=0.06018, over 2464217.61 frames. utt_duration=1284 frames, utt_pad_proportion=0.04963, over 7683.80 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3146, pruned_loss=0.07663, over 2474685.25 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07696, over 21565.89 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 16:09:32,894 INFO [train.py:927] (7/8) Epoch 14, batch 14400, giga_loss[loss=0.2344, simple_loss=0.3085, pruned_loss=0.08014, over 12423.00 frames. utt_duration=372.3 frames, utt_pad_proportion=0.04531, over 134.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3103, pruned_loss=0.07386, over 2473667.45 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07213, over 19637.82 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2888, pruned_loss=0.06032, over 2464316.87 frames. utt_duration=1286 frames, utt_pad_proportion=0.04886, over 7675.20 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07504, over 2474455.51 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07351, over 20815.11 utterances.], batch size: 134, lr: 2.77e-04
2022-08-29 16:11:14,337 INFO [train.py:927] (7/8) Epoch 14, batch 14450, giga_loss[loss=0.2174, simple_loss=0.3006, pruned_loss=0.06712, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04167, over 37.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3097, pruned_loss=0.0742, over 2473958.00 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07006, over 19321.33 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2887, pruned_loss=0.06017, over 2464269.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.04883, over 7671.19 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3115, pruned_loss=0.07542, over 2474736.13 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07138, over 20408.12 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 16:12:58,353 INFO [train.py:927] (7/8) Epoch 14, batch 14500, giga_loss[loss=0.1975, simple_loss=0.2833, pruned_loss=0.05583, over 12389.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3071, pruned_loss=0.07365, over 2473573.10 frames. utt_duration=526 frames, utt_pad_proportion=0.06557, over 18860.62 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2883, pruned_loss=0.06019, over 2464272.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.04791, over 7646.40 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3095, pruned_loss=0.07501, over 2474466.37 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06739, over 20066.31 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 16:14:43,149 INFO [train.py:927] (7/8) Epoch 14, batch 14550, giga_loss[loss=0.2098, simple_loss=0.3051, pruned_loss=0.05722, over 12329.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02799, over 74.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3063, pruned_loss=0.0736, over 2474052.85 frames. utt_duration=493.4 frames, utt_pad_proportion=0.0712, over 20116.37 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2884, pruned_loss=0.06029, over 2464422.04 frames. utt_duration=1290 frames, utt_pad_proportion=0.04767, over 7652.70 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3084, pruned_loss=0.07477, over 2474760.40 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07252, over 21238.66 utterances.], batch size: 74, lr: 2.77e-04
2022-08-29 16:16:26,816 INFO [train.py:927] (7/8) Epoch 14, batch 14600, giga_loss[loss=0.2375, simple_loss=0.3102, pruned_loss=0.08241, over 12392.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07848, over 213.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3062, pruned_loss=0.07337, over 2473761.58 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06818, over 19746.05 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2878, pruned_loss=0.06019, over 2464008.47 frames. utt_duration=1298 frames, utt_pad_proportion=0.04673, over 7603.55 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3089, pruned_loss=0.0748, over 2474973.23 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06992, over 21067.98 utterances.], batch size: 213, lr: 2.77e-04
2022-08-29 16:18:10,351 INFO [train.py:927] (7/8) Epoch 14, batch 14650, giga_loss[loss=0.2875, simple_loss=0.349, pruned_loss=0.113, over 12406.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3066, pruned_loss=0.07326, over 2474368.35 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06694, over 19632.87 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2878, pruned_loss=0.06026, over 2464298.70 frames. utt_duration=1301 frames, utt_pad_proportion=0.04603, over 7584.64 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3091, pruned_loss=0.07458, over 2475231.04 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06873, over 20917.16 utterances.], batch size: 258, lr: 2.77e-04
2022-08-29 16:19:59,314 INFO [train.py:927] (7/8) Epoch 14, batch 14700, giga_loss[loss=0.2551, simple_loss=0.3255, pruned_loss=0.09233, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07616, over 2474723.14 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06953, over 20780.31 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2879, pruned_loss=0.06037, over 2464377.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04612, over 7591.11 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3125, pruned_loss=0.07744, over 2475552.94 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07092, over 22092.09 utterances.], batch size: 183, lr: 2.77e-04
2022-08-29 16:21:44,110 INFO [train.py:927] (7/8) Epoch 14, batch 14750, giga_loss[loss=0.2425, simple_loss=0.3116, pruned_loss=0.08666, over 12385.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03435, over 80.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3099, pruned_loss=0.0771, over 2475011.17 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07516, over 21063.33 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2878, pruned_loss=0.06033, over 2464313.26 frames. utt_duration=1303 frames, utt_pad_proportion=0.04535, over 7575.64 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3125, pruned_loss=0.07859, over 2475992.59 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07639, over 22476.83 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 16:23:29,290 INFO [train.py:927] (7/8) Epoch 14, batch 14800, giga_loss[loss=0.2253, simple_loss=0.2887, pruned_loss=0.0809, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04107, over 31.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3085, pruned_loss=0.07633, over 2474527.89 frames. utt_duration=488.7 frames, utt_pad_proportion=0.0725, over 20314.34 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2876, pruned_loss=0.0603, over 2464243.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04467, over 7562.34 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3114, pruned_loss=0.07798, over 2475650.57 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07412, over 21806.19 utterances.], batch size: 31, lr: 2.77e-04
2022-08-29 16:25:13,620 INFO [train.py:927] (7/8) Epoch 14, batch 14850, giga_loss[loss=0.2367, simple_loss=0.3244, pruned_loss=0.07453, over 12333.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.03667, over 26.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3082, pruned_loss=0.07441, over 2473317.81 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06979, over 19641.39 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2882, pruned_loss=0.06044, over 2464115.14 frames. utt_duration=1306 frames, utt_pad_proportion=0.04375, over 7557.47 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.07602, over 2474597.30 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07186, over 21187.39 utterances.], batch size: 26, lr: 2.77e-04
2022-08-29 16:27:01,230 INFO [train.py:927] (7/8) Epoch 14, batch 14900, giga_loss[loss=0.2349, simple_loss=0.3055, pruned_loss=0.08216, over 12420.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02411, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3066, pruned_loss=0.07324, over 2473597.85 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06941, over 20145.54 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06061, over 2463947.86 frames. utt_duration=1306 frames, utt_pad_proportion=0.04339, over 7552.91 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.308, pruned_loss=0.07448, over 2474824.04 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07122, over 21469.73 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 16:28:44,991 INFO [train.py:927] (7/8) Epoch 14, batch 14950, giga_loss[loss=0.2394, simple_loss=0.3189, pruned_loss=0.07999, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03106, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3078, pruned_loss=0.07461, over 2474505.04 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06953, over 20310.07 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2895, pruned_loss=0.06091, over 2464202.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.04828, over 7631.58 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3087, pruned_loss=0.07556, over 2475448.12 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06977, over 21509.12 utterances.], batch size: 45, lr: 2.77e-04
2022-08-29 16:30:34,888 INFO [train.py:927] (7/8) Epoch 14, batch 15000, giga_loss[loss=0.2281, simple_loss=0.3214, pruned_loss=0.06736, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03385, over 85.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.311, pruned_loss=0.07526, over 2474188.06 frames. utt_duration=502 frames, utt_pad_proportion=0.06736, over 19770.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2895, pruned_loss=0.061, over 2464221.89 frames. utt_duration=1296 frames, utt_pad_proportion=0.04759, over 7617.02 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07618, over 2475123.16 frames. utt_duration=473.9 frames, utt_pad_proportion=0.068, over 20957.92 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:30:34,890 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 16:30:48,726 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1724, simple_loss=0.2828, pruned_loss=0.03097, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 16:32:29,573 INFO [train.py:927] (7/8) Epoch 14, batch 15050, giga_loss[loss=0.2581, simple_loss=0.3293, pruned_loss=0.09347, over 12422.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3141, pruned_loss=0.07641, over 2474368.96 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07032, over 20544.71 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2896, pruned_loss=0.06114, over 2464331.76 frames. utt_duration=1297 frames, utt_pad_proportion=0.04721, over 7611.86 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.315, pruned_loss=0.07715, over 2475091.48 frames. utt_duration=460 frames, utt_pad_proportion=0.07086, over 21588.72 utterances.], batch size: 213, lr: 2.77e-04
2022-08-29 16:34:15,472 INFO [train.py:927] (7/8) Epoch 14, batch 15100, libri_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.07015, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009804, over 38.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.07717, over 2474025.83 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06695, over 20180.72 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2894, pruned_loss=0.06116, over 2464379.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04692, over 7602.72 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3158, pruned_loss=0.07793, over 2474679.86 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06772, over 21180.92 utterances.], batch size: 38, lr: 2.77e-04
2022-08-29 16:35:57,329 INFO [train.py:927] (7/8) Epoch 14, batch 15150, giga_loss[loss=0.2226, simple_loss=0.3011, pruned_loss=0.07208, over 12372.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0278, over 48.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07632, over 2474621.29 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06202, over 19317.92 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2898, pruned_loss=0.06144, over 2464790.01 frames. utt_duration=1297 frames, utt_pad_proportion=0.04643, over 7613.05 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3143, pruned_loss=0.07722, over 2475135.11 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06331, over 20545.12 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 16:37:37,474 INFO [train.py:927] (7/8) Epoch 14, batch 15200, giga_loss[loss=0.2086, simple_loss=0.2861, pruned_loss=0.0655, over 12375.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04244, over 37.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07588, over 2474324.05 frames. utt_duration=513 frames, utt_pad_proportion=0.06206, over 19346.73 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2898, pruned_loss=0.06154, over 2464557.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.04571, over 7607.81 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3126, pruned_loss=0.07683, over 2475133.63 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06341, over 20575.88 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 16:39:18,089 INFO [train.py:927] (7/8) Epoch 14, batch 15250, giga_loss[loss=0.217, simple_loss=0.2925, pruned_loss=0.07071, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03709, over 30.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07662, over 2473903.84 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0629, over 19558.03 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2899, pruned_loss=0.06162, over 2464383.57 frames. utt_duration=1298 frames, utt_pad_proportion=0.04559, over 7605.70 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.07749, over 2474835.18 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06404, over 20691.16 utterances.], batch size: 30, lr: 2.77e-04
2022-08-29 16:41:00,320 INFO [train.py:927] (7/8) Epoch 14, batch 15300, giga_loss[loss=0.2171, simple_loss=0.2978, pruned_loss=0.06815, over 12440.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3084, pruned_loss=0.07566, over 2473733.07 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06675, over 19561.14 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2893, pruned_loss=0.06143, over 2464285.64 frames. utt_duration=1302 frames, utt_pad_proportion=0.04484, over 7580.78 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07702, over 2474871.92 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06793, over 20883.80 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 16:42:38,794 INFO [train.py:927] (7/8) Epoch 14, batch 15350, giga_loss[loss=0.2194, simple_loss=0.3125, pruned_loss=0.06314, over 12432.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.07614, over 2474477.61 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07147, over 20052.33 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2896, pruned_loss=0.06169, over 2464432.74 frames. utt_duration=1287 frames, utt_pad_proportion=0.04964, over 7668.55 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07711, over 2475330.72 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07088, over 21119.54 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 16:44:22,883 INFO [train.py:927] (7/8) Epoch 14, batch 15400, giga_loss[loss=0.2316, simple_loss=0.3123, pruned_loss=0.07542, over 12432.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03244, over 55.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07654, over 2474801.33 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07088, over 20104.86 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2897, pruned_loss=0.06178, over 2464553.34 frames. utt_duration=1285 frames, utt_pad_proportion=0.04986, over 7682.06 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07764, over 2475648.38 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07066, over 21291.99 utterances.], batch size: 55, lr: 2.77e-04
2022-08-29 16:46:04,636 INFO [train.py:927] (7/8) Epoch 14, batch 15450, giga_loss[loss=0.3161, simple_loss=0.3592, pruned_loss=0.1365, over 12352.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3126, pruned_loss=0.07639, over 2474172.61 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0752, over 20935.49 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2894, pruned_loss=0.06163, over 2464439.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.04952, over 7664.28 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3145, pruned_loss=0.07749, over 2475012.42 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07497, over 21984.32 utterances.], batch size: 369, lr: 2.77e-04
2022-08-29 16:47:46,679 INFO [train.py:927] (7/8) Epoch 14, batch 15500, giga_loss[loss=0.2043, simple_loss=0.2974, pruned_loss=0.05563, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3146, pruned_loss=0.07779, over 2473087.84 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07567, over 20853.73 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.289, pruned_loss=0.06155, over 2464483.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.04873, over 7654.22 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3172, pruned_loss=0.07922, over 2473994.03 frames. utt_duration=449 frames, utt_pad_proportion=0.07598, over 22114.32 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 16:49:25,899 INFO [train.py:927] (7/8) Epoch 14, batch 15550, giga_loss[loss=0.216, simple_loss=0.2868, pruned_loss=0.07262, over 12176.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03676, over 33.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3158, pruned_loss=0.0793, over 2473743.94 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07529, over 20963.67 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2888, pruned_loss=0.06157, over 2464238.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.0477, over 7624.83 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3188, pruned_loss=0.08088, over 2474950.37 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07607, over 22355.12 utterances.], batch size: 33, lr: 2.77e-04
2022-08-29 16:51:06,186 INFO [train.py:927] (7/8) Epoch 14, batch 15600, giga_loss[loss=0.2569, simple_loss=0.3198, pruned_loss=0.097, over 12370.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3149, pruned_loss=0.07886, over 2473802.05 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07641, over 21542.66 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2888, pruned_loss=0.06172, over 2464163.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.05249, over 7697.79 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.318, pruned_loss=0.08047, over 2475051.86 frames. utt_duration=433 frames, utt_pad_proportion=0.07588, over 22943.88 utterances.], batch size: 367, lr: 2.77e-04
2022-08-29 16:52:48,903 INFO [train.py:927] (7/8) Epoch 14, batch 15650, giga_loss[loss=0.2161, simple_loss=0.297, pruned_loss=0.06758, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03174, over 39.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3149, pruned_loss=0.07759, over 2473143.26 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07666, over 21611.94 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2883, pruned_loss=0.06141, over 2464303.19 frames. utt_duration=1287 frames, utt_pad_proportion=0.0512, over 7669.61 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3187, pruned_loss=0.07969, over 2474340.78 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07683, over 23214.14 utterances.], batch size: 39, lr: 2.77e-04
2022-08-29 16:54:34,403 INFO [train.py:927] (7/8) Epoch 14, batch 15700, giga_loss[loss=0.2338, simple_loss=0.3149, pruned_loss=0.07632, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3149, pruned_loss=0.0771, over 2473714.84 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07435, over 21409.15 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06152, over 2464545.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.05051, over 7663.88 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3183, pruned_loss=0.07903, over 2474648.90 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07501, over 22995.69 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:56:16,173 INFO [train.py:927] (7/8) Epoch 14, batch 15750, giga_loss[loss=0.2261, simple_loss=0.2963, pruned_loss=0.0779, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.036, over 40.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3127, pruned_loss=0.07615, over 2473930.89 frames. utt_duration=481 frames, utt_pad_proportion=0.07362, over 20638.33 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2885, pruned_loss=0.06152, over 2464706.85 frames. utt_duration=1289 frames, utt_pad_proportion=0.05017, over 7659.26 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3163, pruned_loss=0.07814, over 2474818.63 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07455, over 22324.92 utterances.], batch size: 40, lr: 2.77e-04
2022-08-29 16:57:59,859 INFO [train.py:927] (7/8) Epoch 14, batch 15800, giga_loss[loss=0.2261, simple_loss=0.3107, pruned_loss=0.07076, over 12446.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04079, over 146.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.311, pruned_loss=0.07586, over 2474907.42 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0724, over 20360.04 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.289, pruned_loss=0.06187, over 2465412.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05324, over 7739.47 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3146, pruned_loss=0.07781, over 2475414.57 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07267, over 22218.69 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 16:59:40,654 INFO [train.py:927] (7/8) Epoch 14, batch 15850, giga_loss[loss=0.2466, simple_loss=0.3297, pruned_loss=0.0817, over 12399.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3112, pruned_loss=0.07663, over 2474876.19 frames. utt_duration=476 frames, utt_pad_proportion=0.07712, over 20861.27 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2892, pruned_loss=0.06198, over 2465236.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.0562, over 7787.12 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3141, pruned_loss=0.07832, over 2475589.11 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07631, over 22515.57 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 17:01:25,531 INFO [train.py:927] (7/8) Epoch 14, batch 15900, giga_loss[loss=0.2124, simple_loss=0.2899, pruned_loss=0.06749, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.031, over 45.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3097, pruned_loss=0.07513, over 2474846.81 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07777, over 20908.26 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06227, over 2465614.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.0554, over 7798.30 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07669, over 2475368.78 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07762, over 22645.04 utterances.], batch size: 45, lr: 2.77e-04
2022-08-29 17:03:10,007 INFO [train.py:927] (7/8) Epoch 14, batch 15950, giga_loss[loss=0.2737, simple_loss=0.3369, pruned_loss=0.1052, over 12374.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.07461, over 2474601.47 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08379, over 21867.76 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2897, pruned_loss=0.06238, over 2465648.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05472, over 7790.56 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07624, over 2475318.17 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08378, over 23782.48 utterances.], batch size: 258, lr: 2.77e-04
2022-08-29 17:04:59,286 INFO [train.py:927] (7/8) Epoch 14, batch 16000, giga_loss[loss=0.1857, simple_loss=0.2762, pruned_loss=0.04758, over 12478.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.07315, over 2475598.84 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07638, over 20922.26 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06235, over 2465858.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05396, over 7788.76 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3079, pruned_loss=0.07466, over 2476147.71 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07729, over 22673.87 utterances.], batch size: 55, lr: 2.77e-04
2022-08-29 17:06:43,509 INFO [train.py:927] (7/8) Epoch 14, batch 16050, giga_loss[loss=0.1971, simple_loss=0.2845, pruned_loss=0.05488, over 12280.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02643, over 54.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07393, over 2475090.80 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07481, over 21005.79 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2898, pruned_loss=0.06239, over 2465918.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05387, over 7795.81 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.07513, over 2475510.85 frames. utt_duration=443 frames, utt_pad_proportion=0.0757, over 22425.41 utterances.], batch size: 54, lr: 2.77e-04
2022-08-29 17:08:26,653 INFO [train.py:927] (7/8) Epoch 14, batch 16100, giga_loss[loss=0.2484, simple_loss=0.3265, pruned_loss=0.08514, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3083, pruned_loss=0.07527, over 2475527.65 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07093, over 21035.18 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2899, pruned_loss=0.06288, over 2466005.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05253, over 7748.66 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3105, pruned_loss=0.07619, over 2476096.05 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0725, over 22657.02 utterances.], batch size: 86, lr: 2.77e-04
2022-08-29 17:10:14,555 INFO [train.py:927] (7/8) Epoch 14, batch 16150, giga_loss[loss=0.2589, simple_loss=0.3382, pruned_loss=0.08985, over 12376.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.07622, over 2475453.75 frames. utt_duration=476 frames, utt_pad_proportion=0.06889, over 20867.14 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2898, pruned_loss=0.06284, over 2465916.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05236, over 7738.91 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07703, over 2476025.78 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07034, over 22206.02 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 17:11:57,134 INFO [train.py:927] (7/8) Epoch 14, batch 16200, giga_loss[loss=0.2268, simple_loss=0.3097, pruned_loss=0.07193, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07683, over 2475082.94 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07326, over 21009.28 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2899, pruned_loss=0.06295, over 2465733.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.05574, over 7785.01 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07772, over 2475947.73 frames. utt_duration=444 frames, utt_pad_proportion=0.07333, over 22378.06 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 17:13:44,023 INFO [train.py:927] (7/8) Epoch 14, batch 16250, giga_loss[loss=0.2399, simple_loss=0.3162, pruned_loss=0.08183, over 12414.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3113, pruned_loss=0.0771, over 2475319.77 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07678, over 20936.13 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.29, pruned_loss=0.06308, over 2466246.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.05468, over 7772.57 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3131, pruned_loss=0.078, over 2475770.87 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07704, over 22310.54 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 17:15:30,700 INFO [train.py:927] (7/8) Epoch 14, batch 16300, giga_loss[loss=0.2471, simple_loss=0.32, pruned_loss=0.08713, over 12326.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3114, pruned_loss=0.07551, over 2476081.43 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07258, over 20605.38 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2899, pruned_loss=0.06304, over 2466588.15 frames. utt_duration=1268 frames, utt_pad_proportion=0.05459, over 7787.76 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3136, pruned_loss=0.07666, over 2476429.67 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0733, over 22104.93 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:17:16,486 INFO [train.py:927] (7/8) Epoch 14, batch 16350, giga_loss[loss=0.2953, simple_loss=0.3517, pruned_loss=0.1194, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3111, pruned_loss=0.07594, over 2476258.10 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07296, over 20982.38 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.06313, over 2466777.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05487, over 7808.76 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3128, pruned_loss=0.07688, over 2476443.19 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0735, over 22260.47 utterances.], batch size: 259, lr: 2.77e-04
2022-08-29 17:19:02,325 INFO [train.py:927] (7/8) Epoch 14, batch 16400, giga_loss[loss=0.2134, simple_loss=0.2912, pruned_loss=0.0678, over 12265.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02807, over 54.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07615, over 2475572.38 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07807, over 21213.37 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2901, pruned_loss=0.06315, over 2466509.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.05383, over 7763.06 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3119, pruned_loss=0.07732, over 2476279.44 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07867, over 22708.19 utterances.], batch size: 54, lr: 2.77e-04
2022-08-29 17:20:46,936 INFO [train.py:927] (7/8) Epoch 14, batch 16450, giga_loss[loss=0.2, simple_loss=0.2823, pruned_loss=0.0588, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04105, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3089, pruned_loss=0.07632, over 2474903.27 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08549, over 21858.22 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2902, pruned_loss=0.06334, over 2466237.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.05706, over 7802.67 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.311, pruned_loss=0.07744, over 2475935.38 frames. utt_duration=425 frames, utt_pad_proportion=0.08478, over 23383.69 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 17:22:32,392 INFO [train.py:927] (7/8) Epoch 14, batch 16500, giga_loss[loss=0.2417, simple_loss=0.3224, pruned_loss=0.08049, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3094, pruned_loss=0.07649, over 2474746.69 frames. utt_duration=464.2 frames, utt_pad_proportion=0.08167, over 21393.31 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.06338, over 2466481.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.05669, over 7809.64 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3111, pruned_loss=0.07744, over 2475413.35 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08152, over 22712.80 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 17:24:14,922 INFO [train.py:927] (7/8) Epoch 14, batch 16550, giga_loss[loss=0.2415, simple_loss=0.3152, pruned_loss=0.08394, over 12445.00 frames. utt_duration=548.4 frames, utt_pad_proportion=0.02251, over 91.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3094, pruned_loss=0.07732, over 2475304.74 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08226, over 21419.48 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2901, pruned_loss=0.06338, over 2466917.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05947, over 7840.93 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3117, pruned_loss=0.07863, over 2475784.22 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08156, over 23012.85 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 17:25:59,998 INFO [train.py:927] (7/8) Epoch 14, batch 16600, giga_loss[loss=0.2026, simple_loss=0.2855, pruned_loss=0.05985, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03774, over 28.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3097, pruned_loss=0.07809, over 2475086.21 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0817, over 21662.62 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.29, pruned_loss=0.06344, over 2467005.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05901, over 7849.62 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3124, pruned_loss=0.07963, over 2475701.11 frames. utt_duration=423.7 frames, utt_pad_proportion=0.0816, over 23451.63 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 17:27:42,874 INFO [train.py:927] (7/8) Epoch 14, batch 16650, giga_loss[loss=0.2005, simple_loss=0.2947, pruned_loss=0.05315, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3105, pruned_loss=0.07799, over 2474609.61 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07874, over 21062.45 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2902, pruned_loss=0.06355, over 2467086.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05831, over 7852.62 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3129, pruned_loss=0.0794, over 2475166.03 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07925, over 22740.36 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 17:29:28,821 INFO [train.py:927] (7/8) Epoch 14, batch 16700, giga_loss[loss=0.2771, simple_loss=0.3438, pruned_loss=0.1052, over 12386.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07785, over 213.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3129, pruned_loss=0.08023, over 2474342.69 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08175, over 21574.71 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2908, pruned_loss=0.06392, over 2466963.68 frames. utt_duration=1249 frames, utt_pad_proportion=0.06162, over 7910.74 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3148, pruned_loss=0.08145, over 2475099.62 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08133, over 23236.57 utterances.], batch size: 213, lr: 2.77e-04
2022-08-29 17:31:14,428 INFO [train.py:927] (7/8) Epoch 14, batch 16750, giga_loss[loss=0.3046, simple_loss=0.3632, pruned_loss=0.123, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04179, over 113.00 utterances.], tot_loss[loss=0.238, simple_loss=0.314, pruned_loss=0.08103, over 2474007.29 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08348, over 21196.81 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2912, pruned_loss=0.06434, over 2466767.72 frames. utt_duration=1228 frames, utt_pad_proportion=0.0692, over 8048.03 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3157, pruned_loss=0.08205, over 2474944.66 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08083, over 22754.09 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 17:33:00,951 INFO [train.py:927] (7/8) Epoch 14, batch 16800, libri_loss[loss=0.2005, simple_loss=0.2835, pruned_loss=0.05876, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005771, over 35.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3145, pruned_loss=0.08017, over 2473683.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.08175, over 21005.15 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06429, over 2466435.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.06766, over 8005.20 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08147, over 2474910.68 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08032, over 22644.09 utterances.], batch size: 35, lr: 2.76e-04
2022-08-29 17:34:44,968 INFO [train.py:927] (7/8) Epoch 14, batch 16850, giga_loss[loss=0.2375, simple_loss=0.3125, pruned_loss=0.08131, over 12364.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3135, pruned_loss=0.07964, over 2473118.49 frames. utt_duration=467 frames, utt_pad_proportion=0.08441, over 21247.98 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2907, pruned_loss=0.06423, over 2466445.36 frames. utt_duration=1227 frames, utt_pad_proportion=0.0707, over 8051.98 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3161, pruned_loss=0.08115, over 2474280.27 frames. utt_duration=434 frames, utt_pad_proportion=0.08226, over 22880.26 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 17:36:26,678 INFO [train.py:927] (7/8) Epoch 14, batch 16900, giga_loss[loss=0.199, simple_loss=0.2817, pruned_loss=0.0581, over 12170.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03353, over 36.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3144, pruned_loss=0.08055, over 2472942.68 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08539, over 21756.84 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2908, pruned_loss=0.06453, over 2466566.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06912, over 8012.88 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08191, over 2473931.48 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08423, over 23465.34 utterances.], batch size: 36, lr: 2.76e-04
2022-08-29 17:38:14,140 INFO [train.py:927] (7/8) Epoch 14, batch 16950, giga_loss[loss=0.2627, simple_loss=0.3254, pruned_loss=0.09999, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.0811, over 2473905.46 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07938, over 21902.52 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2906, pruned_loss=0.06446, over 2466535.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.0689, over 8000.82 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08229, over 2474729.49 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0789, over 23303.62 utterances.], batch size: 162, lr: 2.76e-04
2022-08-29 17:39:56,823 INFO [train.py:927] (7/8) Epoch 14, batch 17000, giga_loss[loss=0.218, simple_loss=0.3043, pruned_loss=0.06586, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3149, pruned_loss=0.08139, over 2473519.23 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07696, over 21555.13 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2903, pruned_loss=0.06443, over 2466543.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.06715, over 7964.18 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3178, pruned_loss=0.08292, over 2474407.66 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07737, over 23155.77 utterances.], batch size: 54, lr: 2.76e-04
2022-08-29 17:41:40,610 INFO [train.py:927] (7/8) Epoch 14, batch 17050, libri_loss[loss=0.2366, simple_loss=0.3187, pruned_loss=0.07724, over 12328.00 frames. utt_duration=1148 frames, utt_pad_proportion=0.02769, over 43.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08182, over 2473212.55 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08097, over 22113.82 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06436, over 2466321.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.0667, over 7964.03 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08349, over 2474273.85 frames. utt_duration=419 frames, utt_pad_proportion=0.08127, over 23701.27 utterances.], batch size: 43, lr: 2.76e-04
2022-08-29 17:43:24,433 INFO [train.py:927] (7/8) Epoch 14, batch 17100, giga_loss[loss=0.219, simple_loss=0.3062, pruned_loss=0.06592, over 12375.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3142, pruned_loss=0.08042, over 2473674.48 frames. utt_duration=456.3 frames, utt_pad_proportion=0.0808, over 21756.38 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06452, over 2466725.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06602, over 7964.86 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.082, over 2474316.09 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08143, over 23359.26 utterances.], batch size: 70, lr: 2.76e-04
2022-08-29 17:45:09,749 INFO [train.py:927] (7/8) Epoch 14, batch 17150, libri_loss[loss=0.2104, simple_loss=0.2879, pruned_loss=0.06645, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 37.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3137, pruned_loss=0.08015, over 2473972.59 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08232, over 22187.31 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06444, over 2467255.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06436, over 7937.61 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08201, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 17:46:56,657 INFO [train.py:927] (7/8) Epoch 14, batch 17200, giga_loss[loss=0.209, simple_loss=0.2993, pruned_loss=0.05937, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02701, over 58.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3116, pruned_loss=0.07893, over 2473376.42 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08033, over 21572.25 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2898, pruned_loss=0.06432, over 2466847.12 frames. utt_duration=1252 frames, utt_pad_proportion=0.06307, over 7888.72 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3154, pruned_loss=0.08107, over 2474131.83 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08192, over 23525.32 utterances.], batch size: 58, lr: 2.76e-04
2022-08-29 17:48:40,146 INFO [train.py:927] (7/8) Epoch 14, batch 17250, giga_loss[loss=0.1671, simple_loss=0.2466, pruned_loss=0.04385, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02954, over 45.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.308, pruned_loss=0.07751, over 2473462.12 frames. utt_duration=464.6 frames, utt_pad_proportion=0.08155, over 21364.26 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2903, pruned_loss=0.06475, over 2467071.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06601, over 7952.09 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3111, pruned_loss=0.07922, over 2474034.86 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08213, over 23238.60 utterances.], batch size: 45, lr: 2.76e-04
2022-08-29 17:50:24,932 INFO [train.py:927] (7/8) Epoch 14, batch 17300, giga_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07639, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07772, over 2473943.53 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07849, over 21278.57 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2905, pruned_loss=0.06485, over 2467240.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06551, over 7955.55 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3102, pruned_loss=0.07909, over 2474294.65 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07936, over 22872.71 utterances.], batch size: 184, lr: 2.76e-04
2022-08-29 17:52:08,978 INFO [train.py:927] (7/8) Epoch 14, batch 17350, giga_loss[loss=0.222, simple_loss=0.3211, pruned_loss=0.06146, over 12368.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3067, pruned_loss=0.07457, over 2474035.21 frames. utt_duration=461 frames, utt_pad_proportion=0.07622, over 21537.45 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2907, pruned_loss=0.06491, over 2467359.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06476, over 7939.35 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07574, over 2474279.98 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07731, over 22996.78 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 17:53:51,293 INFO [train.py:927] (7/8) Epoch 14, batch 17400, giga_loss[loss=0.207, simple_loss=0.294, pruned_loss=0.06, over 12426.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03002, over 80.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3046, pruned_loss=0.07134, over 2474815.36 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07368, over 21865.53 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.06488, over 2467513.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06793, over 7994.80 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3069, pruned_loss=0.07261, over 2475102.35 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07389, over 23481.34 utterances.], batch size: 80, lr: 2.76e-04
2022-08-29 17:55:35,992 INFO [train.py:927] (7/8) Epoch 14, batch 17450, giga_loss[loss=0.1974, simple_loss=0.2913, pruned_loss=0.05173, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03535, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06873, over 2476005.14 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07187, over 22649.99 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.0649, over 2467536.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06765, over 7995.83 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.305, pruned_loss=0.06972, over 2476248.25 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07222, over 23985.01 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 17:57:21,582 INFO [train.py:927] (7/8) Epoch 14, batch 17500, giga_loss[loss=0.1794, simple_loss=0.2752, pruned_loss=0.04175, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03378, over 51.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3032, pruned_loss=0.06749, over 2475635.60 frames. utt_duration=421 frames, utt_pad_proportion=0.07347, over 23602.99 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2905, pruned_loss=0.06489, over 2467086.98 frames. utt_duration=1241 frames, utt_pad_proportion=0.06688, over 7961.20 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06833, over 2476386.80 frames. utt_duration=398.1 frames, utt_pad_proportion=0.0739, over 24971.20 utterances.], batch size: 51, lr: 2.76e-04
2022-08-29 17:59:05,110 INFO [train.py:927] (7/8) Epoch 14, batch 17550, giga_loss[loss=0.1995, simple_loss=0.2927, pruned_loss=0.05312, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03351, over 122.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3014, pruned_loss=0.06583, over 2476292.12 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07195, over 23933.20 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2906, pruned_loss=0.06506, over 2467283.21 frames. utt_duration=1234 frames, utt_pad_proportion=0.0695, over 8008.70 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.303, pruned_loss=0.0664, over 2476959.36 frames. utt_duration=391 frames, utt_pad_proportion=0.07175, over 25435.67 utterances.], batch size: 122, lr: 2.76e-04
2022-08-29 18:00:50,794 INFO [train.py:927] (7/8) Epoch 14, batch 17600, giga_loss[loss=0.2268, simple_loss=0.3099, pruned_loss=0.07189, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03942, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2998, pruned_loss=0.06412, over 2476921.36 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07037, over 23927.61 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2907, pruned_loss=0.06503, over 2467358.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.06857, over 7988.81 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3012, pruned_loss=0.06458, over 2477541.40 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07056, over 25423.50 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:02:35,223 INFO [train.py:927] (7/8) Epoch 14, batch 17650, giga_loss[loss=0.18, simple_loss=0.275, pruned_loss=0.04247, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2982, pruned_loss=0.06277, over 2476452.52 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07358, over 24522.89 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2911, pruned_loss=0.06526, over 2467191.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.06731, over 7985.45 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2991, pruned_loss=0.06289, over 2477350.63 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07394, over 26158.57 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 18:04:19,481 INFO [train.py:927] (7/8) Epoch 14, batch 17700, giga_loss[loss=0.2218, simple_loss=0.316, pruned_loss=0.0638, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2947, pruned_loss=0.06079, over 2476642.25 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07641, over 24943.01 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06543, over 2467283.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.07047, over 8028.69 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2954, pruned_loss=0.06058, over 2477546.43 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07567, over 26686.21 utterances.], batch size: 58, lr: 2.76e-04
2022-08-29 18:06:05,943 INFO [train.py:927] (7/8) Epoch 14, batch 17750, giga_loss[loss=0.1964, simple_loss=0.2744, pruned_loss=0.05923, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1894, over 362.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2922, pruned_loss=0.05959, over 2476093.47 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07514, over 24935.78 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.06517, over 2466851.72 frames. utt_duration=1238 frames, utt_pad_proportion=0.0693, over 7979.49 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2934, pruned_loss=0.05955, over 2477397.56 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07493, over 26747.05 utterances.], batch size: 362, lr: 2.76e-04
2022-08-29 18:08:03,458 INFO [train.py:927] (7/8) Epoch 14, batch 17800, giga_loss[loss=0.2167, simple_loss=0.3099, pruned_loss=0.06174, over 12407.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03672, over 105.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05882, over 2476601.09 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07812, over 25371.67 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2904, pruned_loss=0.0652, over 2467049.14 frames. utt_duration=1232 frames, utt_pad_proportion=0.07189, over 8022.20 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05863, over 2477638.70 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07706, over 27073.77 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:10:02,062 INFO [train.py:927] (7/8) Epoch 14, batch 17850, giga_loss[loss=0.2344, simple_loss=0.3155, pruned_loss=0.0767, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05799, over 2476379.73 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07409, over 24573.25 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.0652, over 2466997.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.07074, over 8019.61 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05769, over 2477481.75 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07379, over 26321.77 utterances.], batch size: 255, lr: 2.76e-04
2022-08-29 18:12:09,620 INFO [train.py:927] (7/8) Epoch 14, batch 17900, giga_loss[loss=0.1892, simple_loss=0.2851, pruned_loss=0.04666, over 12439.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03479, over 43.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2899, pruned_loss=0.05656, over 2476534.30 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07549, over 25034.04 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2902, pruned_loss=0.06495, over 2466850.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.06947, over 7996.58 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2908, pruned_loss=0.05633, over 2477780.38 frames. utt_duration=370.2 frames, utt_pad_proportion=0.0755, over 26873.43 utterances.], batch size: 43, lr: 2.76e-04
2022-08-29 18:14:20,895 INFO [train.py:927] (7/8) Epoch 14, batch 17950, giga_loss[loss=0.1829, simple_loss=0.2678, pruned_loss=0.049, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04241, over 133.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2872, pruned_loss=0.05525, over 2476969.08 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07517, over 24872.25 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2898, pruned_loss=0.06494, over 2467134.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06793, over 7954.31 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2883, pruned_loss=0.05474, over 2478109.83 frames. utt_duration=368 frames, utt_pad_proportion=0.0757, over 27032.51 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:16:16,984 INFO [train.py:927] (7/8) Epoch 14, batch 18000, giga_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06274, over 12350.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.02916, over 85.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2856, pruned_loss=0.05434, over 2477016.48 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0717, over 24520.33 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2895, pruned_loss=0.06472, over 2467104.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.0671, over 7937.51 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2867, pruned_loss=0.05396, over 2478126.90 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07262, over 26563.89 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:16:16,985 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 18:16:31,578 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1726, simple_loss=0.2831, pruned_loss=0.03102, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 18:18:31,933 INFO [train.py:927] (7/8) Epoch 14, batch 18050, giga_loss[loss=0.2159, simple_loss=0.3036, pruned_loss=0.06407, over 12376.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05428, over 2477287.63 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06971, over 24273.06 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2893, pruned_loss=0.06473, over 2467170.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.06635, over 7917.51 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05382, over 2478231.45 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07079, over 26133.02 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 18:20:43,833 INFO [train.py:927] (7/8) Epoch 14, batch 18100, libri_loss[loss=0.2594, simple_loss=0.3643, pruned_loss=0.07729, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01326, over 40.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05352, over 2477320.95 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06684, over 24163.05 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.29, pruned_loss=0.06492, over 2467369.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.06557, over 7907.83 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05284, over 2478017.60 frames. utt_duration=384.5 frames, utt_pad_proportion=0.0681, over 25863.41 utterances.], batch size: 40, lr: 2.76e-04
2022-08-29 18:22:46,390 INFO [train.py:927] (7/8) Epoch 14, batch 18150, giga_loss[loss=0.2061, simple_loss=0.3081, pruned_loss=0.05201, over 12387.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02801, over 85.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2895, pruned_loss=0.05389, over 2477597.75 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06719, over 24375.95 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.06516, over 2467504.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.06455, over 7888.83 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2891, pruned_loss=0.05295, over 2478211.32 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06843, over 26021.24 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:24:49,149 INFO [train.py:927] (7/8) Epoch 14, batch 18200, giga_loss[loss=0.1889, simple_loss=0.2898, pruned_loss=0.04401, over 12457.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2911, pruned_loss=0.05327, over 2477683.94 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06527, over 24161.59 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2902, pruned_loss=0.06507, over 2467290.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.06393, over 7887.68 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.291, pruned_loss=0.05227, over 2478602.43 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06656, over 25918.64 utterances.], batch size: 98, lr: 2.76e-04
2022-08-29 18:26:56,078 INFO [train.py:927] (7/8) Epoch 14, batch 18250, giga_loss[loss=0.2049, simple_loss=0.2917, pruned_loss=0.05903, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2914, pruned_loss=0.05312, over 2477637.15 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06241, over 23297.13 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2902, pruned_loss=0.06508, over 2467613.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.0672, over 7959.88 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2913, pruned_loss=0.052, over 2478362.65 frames. utt_duration=397 frames, utt_pad_proportion=0.06273, over 25045.53 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:29:19,391 INFO [train.py:927] (7/8) Epoch 14, batch 18300, giga_loss[loss=0.199, simple_loss=0.2872, pruned_loss=0.05539, over 12399.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2912, pruned_loss=0.05395, over 2477488.42 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06399, over 23318.37 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2906, pruned_loss=0.0652, over 2467635.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.07067, over 8023.14 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2908, pruned_loss=0.05266, over 2478271.43 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06302, over 24994.20 utterances.], batch size: 182, lr: 2.76e-04
2022-08-29 18:31:23,418 INFO [train.py:927] (7/8) Epoch 14, batch 18350, giga_loss[loss=0.1788, simple_loss=0.268, pruned_loss=0.04476, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02965, over 45.00 utterances.], tot_loss[loss=0.198, simple_loss=0.289, pruned_loss=0.05353, over 2477971.57 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06248, over 23045.74 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2904, pruned_loss=0.06507, over 2467707.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06936, over 8007.65 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2888, pruned_loss=0.05236, over 2478754.40 frames. utt_duration=402 frames, utt_pad_proportion=0.06212, over 24735.28 utterances.], batch size: 45, lr: 2.76e-04
2022-08-29 18:33:33,998 INFO [train.py:927] (7/8) Epoch 14, batch 18400, giga_loss[loss=0.1869, simple_loss=0.2804, pruned_loss=0.04668, over 12377.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.196, simple_loss=0.287, pruned_loss=0.05255, over 2477861.63 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06149, over 23155.60 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2906, pruned_loss=0.06519, over 2467765.34 frames. utt_duration=1229 frames, utt_pad_proportion=0.06992, over 8044.45 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2866, pruned_loss=0.05142, over 2478512.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06107, over 24583.63 utterances.], batch size: 182, lr: 2.76e-04
2022-08-29 18:35:32,359 INFO [train.py:927] (7/8) Epoch 14, batch 18450, giga_loss[loss=0.1942, simple_loss=0.2772, pruned_loss=0.05555, over 12437.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07241, over 213.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2885, pruned_loss=0.0533, over 2477888.01 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06422, over 23620.09 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2911, pruned_loss=0.06539, over 2467970.33 frames. utt_duration=1215 frames, utt_pad_proportion=0.07372, over 8132.62 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2878, pruned_loss=0.05213, over 2478301.59 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06272, over 24805.92 utterances.], batch size: 213, lr: 2.76e-04
2022-08-29 18:37:36,823 INFO [train.py:927] (7/8) Epoch 14, batch 18500, giga_loss[loss=0.1854, simple_loss=0.2667, pruned_loss=0.05206, over 12374.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2881, pruned_loss=0.05388, over 2477668.35 frames. utt_duration=413.2 frames, utt_pad_proportion=0.0656, over 24052.52 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06541, over 2468018.24 frames. utt_duration=1218 frames, utt_pad_proportion=0.07318, over 8117.34 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2874, pruned_loss=0.05284, over 2478042.90 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06451, over 25142.31 utterances.], batch size: 363, lr: 2.76e-04
2022-08-29 18:39:51,949 INFO [train.py:927] (7/8) Epoch 14, batch 18550, giga_loss[loss=0.2013, simple_loss=0.2928, pruned_loss=0.05494, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03436, over 105.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.29, pruned_loss=0.05408, over 2477188.22 frames. utt_duration=429.1 frames, utt_pad_proportion=0.06399, over 23157.98 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.0653, over 2467752.70 frames. utt_duration=1214 frames, utt_pad_proportion=0.07287, over 8138.25 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2893, pruned_loss=0.05304, over 2477968.75 frames. utt_duration=407 frames, utt_pad_proportion=0.0632, over 24422.96 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:42:07,731 INFO [train.py:927] (7/8) Epoch 14, batch 18600, giga_loss[loss=0.2201, simple_loss=0.2945, pruned_loss=0.0728, over 12424.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03241, over 113.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2881, pruned_loss=0.0534, over 2478234.09 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06542, over 23693.57 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06522, over 2468098.01 frames. utt_duration=1205 frames, utt_pad_proportion=0.07593, over 8200.23 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.05243, over 2478720.85 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06369, over 24915.23 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:44:09,552 INFO [train.py:927] (7/8) Epoch 14, batch 18650, giga_loss[loss=0.1538, simple_loss=0.2406, pruned_loss=0.03347, over 12414.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05819, over 182.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2844, pruned_loss=0.05263, over 2478404.76 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06799, over 24080.13 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.292, pruned_loss=0.06557, over 2468138.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07812, over 8251.30 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05136, over 2478927.79 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06585, over 25277.93 utterances.], batch size: 182, lr: 2.76e-04
2022-08-29 18:46:07,631 INFO [train.py:927] (7/8) Epoch 14, batch 18700, giga_loss[loss=0.2072, simple_loss=0.2899, pruned_loss=0.06219, over 12402.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09956, over 257.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2847, pruned_loss=0.05278, over 2478150.69 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06662, over 24275.44 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.292, pruned_loss=0.06557, over 2468138.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.07812, over 8251.30 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2838, pruned_loss=0.05179, over 2478557.77 frames. utt_duration=394.5 frames, utt_pad_proportion=0.065, over 25207.70 utterances.], batch size: 257, lr: 2.76e-04
2022-08-29 18:48:12,016 INFO [train.py:927] (7/8) Epoch 14, batch 18750, giga_loss[loss=0.1769, simple_loss=0.2605, pruned_loss=0.04661, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.033, over 40.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2831, pruned_loss=0.05178, over 2478159.88 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06981, over 25670.15 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06559, over 2467991.08 frames. utt_duration=1200 frames, utt_pad_proportion=0.07754, over 8234.83 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2821, pruned_loss=0.05085, over 2478693.33 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06865, over 26570.26 utterances.], batch size: 40, lr: 2.76e-04
2022-08-29 18:50:31,025 INFO [train.py:927] (7/8) Epoch 14, batch 18800, giga_loss[loss=0.1944, simple_loss=0.2903, pruned_loss=0.04927, over 12368.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04317, over 133.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2823, pruned_loss=0.05122, over 2478048.74 frames. utt_duration=397.1 frames, utt_pad_proportion=0.0684, over 25037.90 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2924, pruned_loss=0.06575, over 2468008.13 frames. utt_duration=1189 frames, utt_pad_proportion=0.08153, over 8313.66 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2813, pruned_loss=0.05032, over 2478492.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06646, over 25748.49 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:52:29,126 INFO [train.py:927] (7/8) Epoch 14, batch 18850, giga_loss[loss=0.1909, simple_loss=0.2631, pruned_loss=0.05932, over 12390.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 355.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2832, pruned_loss=0.05259, over 2478327.28 frames. utt_duration=394.5 frames, utt_pad_proportion=0.0711, over 25206.44 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2931, pruned_loss=0.06619, over 2468204.28 frames. utt_duration=1169 frames, utt_pad_proportion=0.08839, over 8456.28 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2816, pruned_loss=0.05113, over 2478716.63 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06715, over 26024.40 utterances.], batch size: 355, lr: 2.76e-04
2022-08-29 18:54:28,065 INFO [train.py:927] (7/8) Epoch 14, batch 18900, giga_loss[loss=0.1887, simple_loss=0.2967, pruned_loss=0.04037, over 12447.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2828, pruned_loss=0.05187, over 2478415.24 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06703, over 25162.88 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06604, over 2468242.41 frames. utt_duration=1170 frames, utt_pad_proportion=0.08732, over 8449.37 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.0506, over 2478855.18 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06424, over 26100.30 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 18:56:24,744 INFO [train.py:927] (7/8) Epoch 14, batch 18950, giga_loss[loss=0.2055, simple_loss=0.2908, pruned_loss=0.06014, over 12387.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07199, over 212.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05198, over 2477841.23 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06732, over 24618.41 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06596, over 2468289.51 frames. utt_duration=1171 frames, utt_pad_proportion=0.0856, over 8440.57 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.05051, over 2478509.04 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06533, over 25979.52 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:58:20,776 INFO [train.py:927] (7/8) Epoch 14, batch 19000, giga_loss[loss=0.1966, simple_loss=0.2817, pruned_loss=0.05572, over 12442.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07217, over 213.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.05228, over 2477406.29 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06764, over 24852.74 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.293, pruned_loss=0.06591, over 2467972.64 frames. utt_duration=1171 frames, utt_pad_proportion=0.08486, over 8442.74 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.0507, over 2478522.38 frames. utt_duration=376 frames, utt_pad_proportion=0.06602, over 26448.88 utterances.], batch size: 213, lr: 2.76e-04
2022-08-29 19:00:22,931 INFO [train.py:927] (7/8) Epoch 14, batch 19050, libri_loss[loss=0.1522, simple_loss=0.2325, pruned_loss=0.03593, over 12447.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01066, over 29.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2829, pruned_loss=0.05133, over 2477197.63 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06917, over 25429.77 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2926, pruned_loss=0.06584, over 2468051.34 frames. utt_duration=1171 frames, utt_pad_proportion=0.08429, over 8442.60 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2819, pruned_loss=0.0498, over 2478195.23 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06787, over 27085.03 utterances.], batch size: 29, lr: 2.76e-04
2022-08-29 19:02:20,409 INFO [train.py:927] (7/8) Epoch 14, batch 19100, giga_loss[loss=0.2191, simple_loss=0.301, pruned_loss=0.0686, over 12371.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09541, over 255.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.283, pruned_loss=0.05224, over 2476724.85 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07092, over 24435.09 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2932, pruned_loss=0.06637, over 2467943.16 frames. utt_duration=1157 frames, utt_pad_proportion=0.09001, over 8544.77 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2813, pruned_loss=0.04998, over 2477928.88 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06766, over 26261.69 utterances.], batch size: 255, lr: 2.76e-04
2022-08-29 19:04:27,062 INFO [train.py:927] (7/8) Epoch 14, batch 19150, giga_loss[loss=0.1957, simple_loss=0.2929, pruned_loss=0.04924, over 12376.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05245, over 2476896.91 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06797, over 24042.34 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2926, pruned_loss=0.06603, over 2467838.85 frames. utt_duration=1166 frames, utt_pad_proportion=0.0878, over 8479.58 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05051, over 2478263.97 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06604, over 26054.86 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 19:06:23,866 INFO [train.py:927] (7/8) Epoch 14, batch 19200, giga_loss[loss=0.2362, simple_loss=0.323, pruned_loss=0.07471, over 12414.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05322, over 2477368.73 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06631, over 23465.48 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2927, pruned_loss=0.06612, over 2467900.78 frames. utt_duration=1158 frames, utt_pad_proportion=0.08984, over 8536.34 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05122, over 2478635.33 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06396, over 25425.13 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 19:08:23,806 INFO [train.py:927] (7/8) Epoch 14, batch 19250, giga_loss[loss=0.2048, simple_loss=0.2982, pruned_loss=0.05571, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.0538, over 2477010.01 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06813, over 23557.71 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2936, pruned_loss=0.06622, over 2467790.89 frames. utt_duration=1164 frames, utt_pad_proportion=0.08783, over 8493.64 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2859, pruned_loss=0.05178, over 2478364.09 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06658, over 25568.38 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 19:10:37,540 INFO [train.py:927] (7/8) Epoch 14, batch 19300, giga_loss[loss=0.1965, simple_loss=0.282, pruned_loss=0.05547, over 12367.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04704, over 146.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2867, pruned_loss=0.05388, over 2477766.56 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07238, over 24471.89 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2937, pruned_loss=0.06636, over 2468213.21 frames. utt_duration=1165 frames, utt_pad_proportion=0.08627, over 8485.79 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05175, over 2478758.06 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07115, over 26581.82 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 19:12:35,645 INFO [train.py:927] (7/8) Epoch 14, batch 19350, giga_loss[loss=0.2035, simple_loss=0.2916, pruned_loss=0.05769, over 12355.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02989, over 91.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.286, pruned_loss=0.05371, over 2478397.78 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07258, over 24818.45 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06642, over 2468574.89 frames. utt_duration=1167 frames, utt_pad_proportion=0.08513, over 8468.63 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05161, over 2479124.60 frames. utt_duration=369 frames, utt_pad_proportion=0.07178, over 26959.38 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 19:14:41,433 INFO [train.py:927] (7/8) Epoch 14, batch 19400, giga_loss[loss=0.165, simple_loss=0.2599, pruned_loss=0.03512, over 12367.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03188, over 58.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2836, pruned_loss=0.05344, over 2477091.98 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07166, over 24272.91 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2931, pruned_loss=0.06617, over 2468431.62 frames. utt_duration=1173 frames, utt_pad_proportion=0.08318, over 8429.12 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2826, pruned_loss=0.05158, over 2478087.56 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07149, over 26506.76 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:16:36,141 INFO [train.py:927] (7/8) Epoch 14, batch 19450, giga_loss[loss=0.1902, simple_loss=0.2773, pruned_loss=0.05153, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06962, over 212.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2835, pruned_loss=0.05309, over 2477623.56 frames. utt_duration=412.3 frames, utt_pad_proportion=0.07068, over 24106.35 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.0658, over 2468635.62 frames. utt_duration=1182 frames, utt_pad_proportion=0.08071, over 8363.09 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05139, over 2478625.33 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07127, over 26651.72 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 19:18:34,561 INFO [train.py:927] (7/8) Epoch 14, batch 19500, giga_loss[loss=0.1654, simple_loss=0.2618, pruned_loss=0.03448, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05772, over 182.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.05224, over 2477737.17 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06918, over 23456.06 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2921, pruned_loss=0.06574, over 2468783.78 frames. utt_duration=1184 frames, utt_pad_proportion=0.07998, over 8351.79 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2841, pruned_loss=0.05068, over 2478598.70 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06996, over 25837.74 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 19:20:41,979 INFO [train.py:927] (7/8) Epoch 14, batch 19550, giga_loss[loss=0.1955, simple_loss=0.2875, pruned_loss=0.05179, over 12339.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04385, over 37.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05184, over 2477665.43 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07087, over 23830.71 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06578, over 2468850.83 frames. utt_duration=1184 frames, utt_pad_proportion=0.07938, over 8352.28 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2847, pruned_loss=0.05047, over 2478359.79 frames. utt_duration=385.1 frames, utt_pad_proportion=0.07149, over 25825.79 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 19:22:50,835 INFO [train.py:927] (7/8) Epoch 14, batch 19600, giga_loss[loss=0.1946, simple_loss=0.2947, pruned_loss=0.0472, over 12373.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04605, over 146.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2857, pruned_loss=0.05181, over 2478082.93 frames. utt_duration=416.7 frames, utt_pad_proportion=0.0689, over 23854.68 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.292, pruned_loss=0.06566, over 2468829.75 frames. utt_duration=1177 frames, utt_pad_proportion=0.08179, over 8399.10 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2853, pruned_loss=0.05037, over 2478943.12 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06871, over 25909.09 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 19:25:03,344 INFO [train.py:927] (7/8) Epoch 14, batch 19650, giga_loss[loss=0.2026, simple_loss=0.3006, pruned_loss=0.05228, over 12324.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03533, over 51.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.05192, over 2478403.81 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06578, over 23876.33 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2917, pruned_loss=0.06556, over 2468992.91 frames. utt_duration=1180 frames, utt_pad_proportion=0.08085, over 8380.23 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2868, pruned_loss=0.05068, over 2479064.99 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06608, over 25737.89 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 19:27:15,451 INFO [train.py:927] (7/8) Epoch 14, batch 19700, libri_loss[loss=0.1676, simple_loss=0.2446, pruned_loss=0.04526, over 12266.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01032, over 28.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2882, pruned_loss=0.05261, over 2477656.69 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06853, over 23594.95 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06553, over 2469139.09 frames. utt_duration=1187 frames, utt_pad_proportion=0.07877, over 8333.38 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2883, pruned_loss=0.05106, over 2478465.56 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06894, over 25818.90 utterances.], batch size: 28, lr: 2.75e-04
2022-08-29 19:29:36,429 INFO [train.py:927] (7/8) Epoch 14, batch 19750, giga_loss[loss=0.2363, simple_loss=0.3163, pruned_loss=0.0781, over 12389.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.05225, over 2477305.54 frames. utt_duration=435.5 frames, utt_pad_proportion=0.06525, over 22815.45 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.06517, over 2469045.51 frames. utt_duration=1195 frames, utt_pad_proportion=0.07715, over 8277.95 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2872, pruned_loss=0.05089, over 2478292.39 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06626, over 25128.11 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 19:31:41,877 INFO [train.py:927] (7/8) Epoch 14, batch 19800, giga_loss[loss=0.1805, simple_loss=0.2654, pruned_loss=0.04783, over 12320.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03282, over 51.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.285, pruned_loss=0.05105, over 2477189.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0642, over 22618.43 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2903, pruned_loss=0.06516, over 2468927.73 frames. utt_duration=1200 frames, utt_pad_proportion=0.0764, over 8242.95 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2856, pruned_loss=0.0498, over 2478192.17 frames. utt_duration=403 frames, utt_pad_proportion=0.06527, over 24665.89 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 19:33:42,658 INFO [train.py:927] (7/8) Epoch 14, batch 19850, giga_loss[loss=0.1861, simple_loss=0.2802, pruned_loss=0.04598, over 12389.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.287, pruned_loss=0.05176, over 2477321.93 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06741, over 22982.37 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2906, pruned_loss=0.06532, over 2468965.97 frames. utt_duration=1187 frames, utt_pad_proportion=0.08038, over 8332.12 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2871, pruned_loss=0.0505, over 2478161.08 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06674, over 24649.43 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 19:35:38,551 INFO [train.py:927] (7/8) Epoch 14, batch 19900, giga_loss[loss=0.1911, simple_loss=0.2848, pruned_loss=0.0487, over 12363.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.02827, over 62.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2856, pruned_loss=0.05131, over 2477789.68 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06641, over 22878.15 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2909, pruned_loss=0.06529, over 2469149.68 frames. utt_duration=1193 frames, utt_pad_proportion=0.07859, over 8291.79 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2853, pruned_loss=0.04995, over 2478515.88 frames. utt_duration=403.2 frames, utt_pad_proportion=0.0664, over 24658.14 utterances.], batch size: 62, lr: 2.75e-04
2022-08-29 19:37:32,671 INFO [train.py:927] (7/8) Epoch 14, batch 19950, giga_loss[loss=0.2183, simple_loss=0.3096, pruned_loss=0.0635, over 12390.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04616, over 161.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2857, pruned_loss=0.05164, over 2477180.68 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06885, over 23612.44 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2909, pruned_loss=0.06526, over 2468744.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07709, over 8257.83 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2854, pruned_loss=0.05028, over 2478301.43 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06904, over 25378.60 utterances.], batch size: 161, lr: 2.75e-04
2022-08-29 19:39:17,447 INFO [train.py:927] (7/8) Epoch 14, batch 20000, giga_loss[loss=0.2945, simple_loss=0.3484, pruned_loss=0.1203, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2929, pruned_loss=0.05593, over 2476758.83 frames. utt_duration=431.6 frames, utt_pad_proportion=0.0678, over 23021.56 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2918, pruned_loss=0.06574, over 2468800.09 frames. utt_duration=1196 frames, utt_pad_proportion=0.07626, over 8267.81 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2918, pruned_loss=0.05407, over 2477835.22 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06814, over 24821.23 utterances.], batch size: 256, lr: 2.75e-04
2022-08-29 19:41:01,752 INFO [train.py:927] (7/8) Epoch 14, batch 20050, giga_loss[loss=0.2399, simple_loss=0.3246, pruned_loss=0.07761, over 12265.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02794, over 54.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2947, pruned_loss=0.05802, over 2476376.36 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07012, over 22614.76 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2921, pruned_loss=0.06607, over 2468873.74 frames. utt_duration=1199 frames, utt_pad_proportion=0.07541, over 8244.92 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2936, pruned_loss=0.05617, over 2477253.44 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0705, over 24253.47 utterances.], batch size: 54, lr: 2.75e-04
2022-08-29 19:42:45,349 INFO [train.py:927] (7/8) Epoch 14, batch 20100, giga_loss[loss=0.1896, simple_loss=0.2646, pruned_loss=0.05728, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04814, over 34.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2888, pruned_loss=0.05639, over 2475800.47 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07511, over 22599.59 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.292, pruned_loss=0.06603, over 2468806.23 frames. utt_duration=1190 frames, utt_pad_proportion=0.07881, over 8310.82 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05472, over 2476709.64 frames. utt_duration=411 frames, utt_pad_proportion=0.07398, over 24184.42 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 19:44:30,433 INFO [train.py:927] (7/8) Epoch 14, batch 20150, giga_loss[loss=0.1882, simple_loss=0.2654, pruned_loss=0.05555, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2804, pruned_loss=0.05341, over 2476242.27 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07387, over 21922.71 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2919, pruned_loss=0.06589, over 2469073.77 frames. utt_duration=1193 frames, utt_pad_proportion=0.07794, over 8288.30 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2797, pruned_loss=0.05206, over 2476812.16 frames. utt_duration=425 frames, utt_pad_proportion=0.07327, over 23386.30 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 19:46:13,794 INFO [train.py:927] (7/8) Epoch 14, batch 20200, giga_loss[loss=0.1615, simple_loss=0.2492, pruned_loss=0.03695, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2747, pruned_loss=0.05158, over 2476755.17 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07062, over 21063.73 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2922, pruned_loss=0.06605, over 2469260.73 frames. utt_duration=1197 frames, utt_pad_proportion=0.07676, over 8264.67 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2736, pruned_loss=0.05013, over 2477202.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07066, over 22482.93 utterances.], batch size: 123, lr: 2.75e-04
2022-08-29 19:47:57,848 INFO [train.py:927] (7/8) Epoch 14, batch 20250, giga_loss[loss=0.1589, simple_loss=0.2493, pruned_loss=0.03429, over 12395.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05724, over 162.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2702, pruned_loss=0.05008, over 2475862.62 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07158, over 21054.86 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2923, pruned_loss=0.06618, over 2469304.85 frames. utt_duration=1188 frames, utt_pad_proportion=0.07932, over 8327.09 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.2688, pruned_loss=0.04843, over 2476361.49 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07075, over 22472.71 utterances.], batch size: 162, lr: 2.75e-04
2022-08-29 19:49:41,719 INFO [train.py:927] (7/8) Epoch 14, batch 20300, giga_loss[loss=0.14, simple_loss=0.2245, pruned_loss=0.02775, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2648, pruned_loss=0.04781, over 2474031.24 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06851, over 19937.54 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.292, pruned_loss=0.06589, over 2469129.24 frames. utt_duration=1192 frames, utt_pad_proportion=0.07859, over 8298.27 utterances.], giga_tot_loss[loss=0.1784, simple_loss=0.2637, pruned_loss=0.04654, over 2474660.34 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0682, over 21246.97 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:51:25,821 INFO [train.py:927] (7/8) Epoch 14, batch 20350, giga_loss[loss=0.1528, simple_loss=0.2296, pruned_loss=0.03802, over 12346.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1952, over 367.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2611, pruned_loss=0.04691, over 2474005.72 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06827, over 19445.61 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2916, pruned_loss=0.06592, over 2468782.41 frames. utt_duration=1200 frames, utt_pad_proportion=0.07725, over 8236.16 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2597, pruned_loss=0.04537, over 2474959.57 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0684, over 20852.91 utterances.], batch size: 367, lr: 2.75e-04
2022-08-29 19:53:09,318 INFO [train.py:927] (7/8) Epoch 14, batch 20400, giga_loss[loss=0.1301, simple_loss=0.214, pruned_loss=0.02308, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.1725, simple_loss=0.2555, pruned_loss=0.04473, over 2474088.63 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07236, over 19807.17 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2917, pruned_loss=0.06602, over 2468770.49 frames. utt_duration=1201 frames, utt_pad_proportion=0.07695, over 8235.98 utterances.], giga_tot_loss[loss=0.1704, simple_loss=0.2541, pruned_loss=0.04332, over 2474873.70 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07236, over 20966.14 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 19:54:54,459 INFO [train.py:927] (7/8) Epoch 14, batch 20450, giga_loss[loss=0.1406, simple_loss=0.2254, pruned_loss=0.02785, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1771, simple_loss=0.26, pruned_loss=0.04712, over 2473644.56 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06806, over 19678.29 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2914, pruned_loss=0.06587, over 2468733.13 frames. utt_duration=1205 frames, utt_pad_proportion=0.07556, over 8203.21 utterances.], giga_tot_loss[loss=0.1747, simple_loss=0.2582, pruned_loss=0.04557, over 2474436.26 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06872, over 20952.64 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:56:37,909 INFO [train.py:927] (7/8) Epoch 14, batch 20500, giga_loss[loss=0.2292, simple_loss=0.3169, pruned_loss=0.07079, over 12375.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.27, pruned_loss=0.05154, over 2474003.16 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06397, over 18661.36 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2916, pruned_loss=0.06592, over 2468639.20 frames. utt_duration=1199 frames, utt_pad_proportion=0.07722, over 8245.18 utterances.], giga_tot_loss[loss=0.1833, simple_loss=0.2674, pruned_loss=0.04957, over 2474933.89 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06401, over 20103.95 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 19:58:20,804 INFO [train.py:927] (7/8) Epoch 14, batch 20550, giga_loss[loss=0.1986, simple_loss=0.2836, pruned_loss=0.05679, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03386, over 86.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2784, pruned_loss=0.0549, over 2474209.88 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06148, over 18722.76 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.06575, over 2468658.99 frames. utt_duration=1205 frames, utt_pad_proportion=0.07517, over 8203.53 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.276, pruned_loss=0.05304, over 2475173.58 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06227, over 20326.34 utterances.], batch size: 86, lr: 2.75e-04
2022-08-29 20:00:06,413 INFO [train.py:927] (7/8) Epoch 14, batch 20600, giga_loss[loss=0.1898, simple_loss=0.2831, pruned_loss=0.0482, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02873, over 70.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2814, pruned_loss=0.05521, over 2473338.55 frames. utt_duration=517 frames, utt_pad_proportion=0.06653, over 19190.75 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.06573, over 2468780.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07487, over 8202.51 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2795, pruned_loss=0.05372, over 2474016.68 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0669, over 20487.41 utterances.], batch size: 70, lr: 2.75e-04
2022-08-29 20:01:49,503 INFO [train.py:927] (7/8) Epoch 14, batch 20650, giga_loss[loss=0.2046, simple_loss=0.2972, pruned_loss=0.05602, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03452, over 51.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2852, pruned_loss=0.05752, over 2473107.90 frames. utt_duration=529 frames, utt_pad_proportion=0.0677, over 18752.00 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.06575, over 2468693.37 frames. utt_duration=1209 frames, utt_pad_proportion=0.07346, over 8180.72 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2835, pruned_loss=0.0561, over 2473840.42 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06844, over 20054.88 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 20:03:33,568 INFO [train.py:927] (7/8) Epoch 14, batch 20700, giga_loss[loss=0.2003, simple_loss=0.302, pruned_loss=0.04929, over 12430.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2893, pruned_loss=0.05878, over 2473150.75 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06587, over 18486.64 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2912, pruned_loss=0.06557, over 2468568.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.07272, over 8150.15 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2879, pruned_loss=0.05773, over 2473903.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06681, over 19683.31 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 20:05:15,781 INFO [train.py:927] (7/8) Epoch 14, batch 20750, giga_loss[loss=0.2099, simple_loss=0.3071, pruned_loss=0.05634, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2915, pruned_loss=0.05893, over 2473347.21 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06135, over 18080.07 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2908, pruned_loss=0.06522, over 2468417.37 frames. utt_duration=1220 frames, utt_pad_proportion=0.07055, over 8104.01 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.05814, over 2474267.66 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06309, over 19444.55 utterances.], batch size: 80, lr: 2.75e-04
2022-08-29 20:07:01,461 INFO [train.py:927] (7/8) Epoch 14, batch 20800, giga_loss[loss=0.2163, simple_loss=0.3088, pruned_loss=0.06193, over 12321.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2927, pruned_loss=0.05853, over 2473755.47 frames. utt_duration=554 frames, utt_pad_proportion=0.06158, over 17910.05 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2906, pruned_loss=0.06512, over 2468871.82 frames. utt_duration=1223 frames, utt_pad_proportion=0.06946, over 8085.09 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05788, over 2474178.15 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0633, over 19181.21 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 20:08:43,920 INFO [train.py:927] (7/8) Epoch 14, batch 20850, giga_loss[loss=0.2436, simple_loss=0.3159, pruned_loss=0.08569, over 12413.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03946, over 105.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05813, over 2474263.53 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05686, over 17276.22 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.06508, over 2469077.10 frames. utt_duration=1222 frames, utt_pad_proportion=0.06853, over 8094.16 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05747, over 2474555.29 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05885, over 18546.37 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 20:10:26,467 INFO [train.py:927] (7/8) Epoch 14, batch 20900, giga_loss[loss=0.2454, simple_loss=0.3278, pruned_loss=0.08155, over 12424.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03727, over 123.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06039, over 2473785.66 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05855, over 17037.83 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2908, pruned_loss=0.06515, over 2468706.32 frames. utt_duration=1215 frames, utt_pad_proportion=0.07064, over 8134.40 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05954, over 2474577.53 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05904, over 18396.19 utterances.], batch size: 123, lr: 2.75e-04
2022-08-29 20:12:10,984 INFO [train.py:927] (7/8) Epoch 14, batch 20950, giga_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08054, over 12364.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.06182, over 2473249.13 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06224, over 16577.10 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2902, pruned_loss=0.06477, over 2468610.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.06883, over 8091.93 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2957, pruned_loss=0.06135, over 2474143.20 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06299, over 18023.92 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 20:13:57,065 INFO [train.py:927] (7/8) Epoch 14, batch 21000, giga_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05707, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06243, over 2473427.03 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06839, over 17509.54 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2901, pruned_loss=0.06467, over 2468588.50 frames. utt_duration=1222 frames, utt_pad_proportion=0.06836, over 8090.05 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2957, pruned_loss=0.06213, over 2474186.00 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06876, over 18730.03 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 20:13:57,067 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 20:14:11,876 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1807, simple_loss=0.2978, pruned_loss=0.03183, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 20:15:54,373 INFO [train.py:927] (7/8) Epoch 14, batch 21050, giga_loss[loss=0.2075, simple_loss=0.2827, pruned_loss=0.06609, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2945, pruned_loss=0.0618, over 2472717.07 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06621, over 17530.39 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2902, pruned_loss=0.06462, over 2468522.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.06809, over 8086.60 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06159, over 2473396.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06673, over 18535.38 utterances.], batch size: 40, lr: 2.75e-04
2022-08-29 20:17:38,821 INFO [train.py:927] (7/8) Epoch 14, batch 21100, giga_loss[loss=0.1892, simple_loss=0.2697, pruned_loss=0.05436, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.291, pruned_loss=0.06043, over 2472609.44 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06499, over 17942.49 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2899, pruned_loss=0.06461, over 2468342.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06757, over 8051.49 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2916, pruned_loss=0.06024, over 2473352.27 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06563, over 18890.03 utterances.], batch size: 162, lr: 2.75e-04
2022-08-29 20:19:22,992 INFO [train.py:927] (7/8) Epoch 14, batch 21150, giga_loss[loss=0.1822, simple_loss=0.2663, pruned_loss=0.04905, over 12389.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05921, over 182.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2876, pruned_loss=0.05914, over 2472567.85 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06544, over 18213.13 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2897, pruned_loss=0.06439, over 2467882.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06619, over 8037.87 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2883, pruned_loss=0.05899, over 2473786.12 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06642, over 19437.04 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 20:21:07,408 INFO [train.py:927] (7/8) Epoch 14, batch 21200, giga_loss[loss=0.2088, simple_loss=0.2946, pruned_loss=0.06149, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03274, over 86.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2866, pruned_loss=0.05864, over 2470579.13 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06276, over 17373.35 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2893, pruned_loss=0.06432, over 2467263.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06457, over 7981.42 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2874, pruned_loss=0.0584, over 2472252.80 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0644, over 18726.31 utterances.], batch size: 86, lr: 2.75e-04
2022-08-29 20:22:49,870 INFO [train.py:927] (7/8) Epoch 14, batch 21250, giga_loss[loss=0.1805, simple_loss=0.2706, pruned_loss=0.04518, over 12384.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02755, over 70.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2853, pruned_loss=0.05807, over 2471298.08 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06159, over 16936.30 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2897, pruned_loss=0.06444, over 2467316.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.06466, over 8002.90 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2855, pruned_loss=0.05766, over 2472652.65 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06295, over 18158.01 utterances.], batch size: 70, lr: 2.75e-04
2022-08-29 20:24:31,693 INFO [train.py:927] (7/8) Epoch 14, batch 21300, giga_loss[loss=0.2218, simple_loss=0.3092, pruned_loss=0.06715, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02636, over 48.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2821, pruned_loss=0.05659, over 2472391.12 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05734, over 16508.96 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2891, pruned_loss=0.06413, over 2467445.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06455, over 7999.93 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2827, pruned_loss=0.05642, over 2473423.05 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05871, over 17632.82 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 20:26:14,632 INFO [train.py:927] (7/8) Epoch 14, batch 21350, giga_loss[loss=0.1737, simple_loss=0.265, pruned_loss=0.04121, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03172, over 85.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2788, pruned_loss=0.05556, over 2472476.02 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05437, over 16259.10 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2891, pruned_loss=0.0641, over 2467459.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06408, over 7983.96 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2792, pruned_loss=0.05538, over 2473326.37 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05579, over 17233.29 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:27:55,829 INFO [train.py:927] (7/8) Epoch 14, batch 21400, giga_loss[loss=0.1972, simple_loss=0.2757, pruned_loss=0.05934, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03097, over 45.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.277, pruned_loss=0.05541, over 2471860.96 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05865, over 16753.94 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2901, pruned_loss=0.06476, over 2467468.24 frames. utt_duration=1213 frames, utt_pad_proportion=0.07262, over 8143.96 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2762, pruned_loss=0.05455, over 2472599.43 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0559, over 17503.78 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:29:40,246 INFO [train.py:927] (7/8) Epoch 14, batch 21450, giga_loss[loss=0.1765, simple_loss=0.2641, pruned_loss=0.04447, over 12401.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04374, over 146.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2743, pruned_loss=0.05454, over 2471204.43 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05842, over 16575.19 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2896, pruned_loss=0.06466, over 2467318.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.07182, over 8096.46 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2739, pruned_loss=0.05379, over 2471972.06 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05648, over 17358.89 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 20:31:25,129 INFO [train.py:927] (7/8) Epoch 14, batch 21500, giga_loss[loss=0.2119, simple_loss=0.2928, pruned_loss=0.06554, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03054, over 66.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2739, pruned_loss=0.05469, over 2472117.97 frames. utt_duration=619.2 frames, utt_pad_proportion=0.05528, over 16009.65 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2896, pruned_loss=0.06473, over 2467496.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.07187, over 8107.90 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2734, pruned_loss=0.05391, over 2472628.41 frames. utt_duration=592.9 frames, utt_pad_proportion=0.0537, over 16724.15 utterances.], batch size: 66, lr: 2.75e-04
2022-08-29 20:33:08,505 INFO [train.py:927] (7/8) Epoch 14, batch 21550, giga_loss[loss=0.1929, simple_loss=0.272, pruned_loss=0.05691, over 12393.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2794, pruned_loss=0.05746, over 2472525.48 frames. utt_duration=617 frames, utt_pad_proportion=0.0527, over 16067.40 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.29, pruned_loss=0.06478, over 2467406.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.07111, over 8100.39 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2784, pruned_loss=0.05667, over 2473067.04 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05178, over 16745.58 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 20:34:48,937 INFO [train.py:927] (7/8) Epoch 14, batch 21600, giga_loss[loss=0.185, simple_loss=0.2744, pruned_loss=0.04779, over 12399.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04912, over 34.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.285, pruned_loss=0.0599, over 2472886.36 frames. utt_duration=604 frames, utt_pad_proportion=0.05149, over 16418.13 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2901, pruned_loss=0.06466, over 2467447.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.07037, over 8083.98 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2841, pruned_loss=0.0593, over 2473336.74 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05102, over 17069.33 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 20:36:33,661 INFO [train.py:927] (7/8) Epoch 14, batch 21650, giga_loss[loss=0.2128, simple_loss=0.3019, pruned_loss=0.06189, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2908, pruned_loss=0.06157, over 2472686.66 frames. utt_duration=605.1 frames, utt_pad_proportion=0.04937, over 16385.87 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2903, pruned_loss=0.06477, over 2467189.93 frames. utt_duration=1224 frames, utt_pad_proportion=0.06982, over 8072.16 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2899, pruned_loss=0.06097, over 2473336.50 frames. utt_duration=583.9 frames, utt_pad_proportion=0.04923, over 16987.90 utterances.], batch size: 66, lr: 2.75e-04
2022-08-29 20:38:14,394 INFO [train.py:927] (7/8) Epoch 14, batch 21700, giga_loss[loss=0.1755, simple_loss=0.2725, pruned_loss=0.03926, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2925, pruned_loss=0.06148, over 2472997.68 frames. utt_duration=579.9 frames, utt_pad_proportion=0.05736, over 17101.35 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2897, pruned_loss=0.06446, over 2467465.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06832, over 8018.52 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2924, pruned_loss=0.0612, over 2473438.08 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05744, over 17918.47 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:39:55,949 INFO [train.py:927] (7/8) Epoch 14, batch 21750, giga_loss[loss=0.2006, simple_loss=0.2902, pruned_loss=0.05554, over 12434.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03226, over 55.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2916, pruned_loss=0.05996, over 2473865.40 frames. utt_duration=588.3 frames, utt_pad_proportion=0.05747, over 16863.16 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2898, pruned_loss=0.06457, over 2467598.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06803, over 8015.43 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2914, pruned_loss=0.05962, over 2474113.71 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17546.93 utterances.], batch size: 55, lr: 2.75e-04
2022-08-29 20:41:40,942 INFO [train.py:927] (7/8) Epoch 14, batch 21800, giga_loss[loss=0.2089, simple_loss=0.287, pruned_loss=0.06537, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04429, over 34.00 utterances.], tot_loss[loss=0.207, simple_loss=0.293, pruned_loss=0.06049, over 2473416.81 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06064, over 17214.31 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2898, pruned_loss=0.06447, over 2467751.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06649, over 7992.92 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06017, over 2473665.01 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06119, over 18066.08 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 20:43:21,309 INFO [train.py:927] (7/8) Epoch 14, batch 21850, giga_loss[loss=0.2575, simple_loss=0.3328, pruned_loss=0.09112, over 12410.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2948, pruned_loss=0.06184, over 2473442.88 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0659, over 17775.06 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2889, pruned_loss=0.06403, over 2467470.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06552, over 7965.06 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2956, pruned_loss=0.06186, over 2474067.56 frames. utt_duration=529 frames, utt_pad_proportion=0.06633, over 18760.89 utterances.], batch size: 161, lr: 2.75e-04
2022-08-29 20:45:09,194 INFO [train.py:927] (7/8) Epoch 14, batch 21900, giga_loss[loss=0.2267, simple_loss=0.311, pruned_loss=0.07114, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04852, over 161.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2971, pruned_loss=0.06389, over 2473076.62 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06856, over 18845.04 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06391, over 2467465.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.06455, over 7949.78 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.298, pruned_loss=0.06398, over 2473676.49 frames. utt_duration=501 frames, utt_pad_proportion=0.06911, over 19809.40 utterances.], batch size: 161, lr: 2.75e-04
2022-08-29 20:46:51,007 INFO [train.py:927] (7/8) Epoch 14, batch 21950, giga_loss[loss=0.2423, simple_loss=0.3205, pruned_loss=0.08211, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03223, over 85.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.298, pruned_loss=0.06482, over 2472480.55 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06818, over 17714.83 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2896, pruned_loss=0.06468, over 2467387.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.06287, over 7919.18 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2982, pruned_loss=0.06421, over 2473198.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06939, over 18850.03 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:48:34,336 INFO [train.py:927] (7/8) Epoch 14, batch 22000, giga_loss[loss=0.2077, simple_loss=0.2934, pruned_loss=0.06105, over 12454.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2994, pruned_loss=0.06486, over 2471834.62 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06281, over 16614.40 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2898, pruned_loss=0.06469, over 2467604.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06301, over 7937.30 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2996, pruned_loss=0.06436, over 2472253.96 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06405, over 17621.23 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 20:50:19,085 INFO [train.py:927] (7/8) Epoch 14, batch 22050, giga_loss[loss=0.1984, simple_loss=0.2816, pruned_loss=0.05762, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2991, pruned_loss=0.06497, over 2472001.08 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06077, over 16264.56 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2902, pruned_loss=0.06497, over 2467679.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.06647, over 8008.55 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.299, pruned_loss=0.06437, over 2472306.60 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06059, over 17071.83 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 20:52:01,803 INFO [train.py:927] (7/8) Epoch 14, batch 22100, giga_loss[loss=0.2256, simple_loss=0.307, pruned_loss=0.07212, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04148, over 146.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.298, pruned_loss=0.06514, over 2471688.91 frames. utt_duration=619.5 frames, utt_pad_proportion=0.06047, over 15996.92 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2904, pruned_loss=0.06501, over 2467614.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.06443, over 7990.44 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.298, pruned_loss=0.06461, over 2472142.62 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06111, over 16958.54 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 20:53:44,206 INFO [train.py:927] (7/8) Epoch 14, batch 22150, giga_loss[loss=0.2056, simple_loss=0.2951, pruned_loss=0.05802, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06521, over 2471770.18 frames. utt_duration=625.2 frames, utt_pad_proportion=0.06258, over 15851.64 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2905, pruned_loss=0.06487, over 2467532.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.06393, over 7985.53 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2981, pruned_loss=0.06492, over 2472264.14 frames. utt_duration=594.3 frames, utt_pad_proportion=0.0632, over 16683.21 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 20:55:26,405 INFO [train.py:927] (7/8) Epoch 14, batch 22200, giga_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.05097, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2987, pruned_loss=0.06531, over 2472055.03 frames. utt_duration=629.4 frames, utt_pad_proportion=0.06262, over 15746.86 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.06493, over 2467210.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.06219, over 7940.92 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.299, pruned_loss=0.06505, over 2472886.83 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06379, over 16730.02 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 20:57:08,676 INFO [train.py:927] (7/8) Epoch 14, batch 22250, giga_loss[loss=0.2125, simple_loss=0.2971, pruned_loss=0.06401, over 12412.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06462, over 2471455.16 frames. utt_duration=627.3 frames, utt_pad_proportion=0.064, over 15796.94 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.06489, over 2467536.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06475, over 8000.60 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06444, over 2471995.58 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06387, over 16783.94 utterances.], batch size: 212, lr: 2.74e-04
2022-08-29 20:58:52,505 INFO [train.py:927] (7/8) Epoch 14, batch 22300, giga_loss[loss=0.1917, simple_loss=0.2716, pruned_loss=0.05591, over 12402.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2954, pruned_loss=0.06348, over 2470568.24 frames. utt_duration=639.3 frames, utt_pad_proportion=0.06345, over 15494.05 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2903, pruned_loss=0.06472, over 2467101.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.06422, over 7968.74 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2961, pruned_loss=0.06348, over 2471438.76 frames. utt_duration=604 frames, utt_pad_proportion=0.06359, over 16406.70 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:00:32,932 INFO [train.py:927] (7/8) Epoch 14, batch 22350, libri_loss[loss=0.2347, simple_loss=0.3069, pruned_loss=0.08125, over 12376.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03879, over 46.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2946, pruned_loss=0.06333, over 2471168.45 frames. utt_duration=606.7 frames, utt_pad_proportion=0.06967, over 16332.98 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.06499, over 2467227.79 frames. utt_duration=1227 frames, utt_pad_proportion=0.06741, over 8053.09 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2948, pruned_loss=0.06303, over 2471833.63 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06802, over 17171.68 utterances.], batch size: 46, lr: 2.74e-04
2022-08-29 21:02:14,819 INFO [train.py:927] (7/8) Epoch 14, batch 22400, giga_loss[loss=0.1838, simple_loss=0.2662, pruned_loss=0.05068, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02873, over 39.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.291, pruned_loss=0.06184, over 2471415.99 frames. utt_duration=618.9 frames, utt_pad_proportion=0.06895, over 16012.59 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.06496, over 2466894.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06564, over 8013.85 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2914, pruned_loss=0.06155, over 2472385.25 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06847, over 16992.88 utterances.], batch size: 39, lr: 2.74e-04
2022-08-29 21:03:55,807 INFO [train.py:927] (7/8) Epoch 14, batch 22450, giga_loss[loss=0.1996, simple_loss=0.2857, pruned_loss=0.05674, over 12414.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2869, pruned_loss=0.05988, over 2472429.33 frames. utt_duration=639.5 frames, utt_pad_proportion=0.06331, over 15501.17 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2898, pruned_loss=0.06468, over 2466850.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.0643, over 7967.10 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2878, pruned_loss=0.05978, over 2473370.49 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06382, over 16534.92 utterances.], batch size: 183, lr: 2.74e-04
2022-08-29 21:05:36,984 INFO [train.py:927] (7/8) Epoch 14, batch 22500, giga_loss[loss=0.1742, simple_loss=0.2585, pruned_loss=0.04499, over 12181.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03629, over 28.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2857, pruned_loss=0.05941, over 2472504.46 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06805, over 16103.51 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2899, pruned_loss=0.06472, over 2467734.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.06675, over 8004.69 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2863, pruned_loss=0.0591, over 2472689.54 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06708, over 17223.61 utterances.], batch size: 28, lr: 2.74e-04
2022-08-29 21:07:17,656 INFO [train.py:927] (7/8) Epoch 14, batch 22550, giga_loss[loss=0.1877, simple_loss=0.283, pruned_loss=0.04615, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03006, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2872, pruned_loss=0.05986, over 2473325.81 frames. utt_duration=578.3 frames, utt_pad_proportion=0.07034, over 17152.47 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2899, pruned_loss=0.06459, over 2467746.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06624, over 7990.69 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2877, pruned_loss=0.05968, over 2473496.98 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0697, over 18122.99 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 21:08:58,633 INFO [train.py:927] (7/8) Epoch 14, batch 22600, giga_loss[loss=0.1736, simple_loss=0.2678, pruned_loss=0.03971, over 12366.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2884, pruned_loss=0.05932, over 2473947.33 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06493, over 17632.18 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2897, pruned_loss=0.06445, over 2467986.96 frames. utt_duration=1242 frames, utt_pad_proportion=0.06528, over 7961.12 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2889, pruned_loss=0.05921, over 2473975.99 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06507, over 18591.57 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 21:10:36,963 INFO [train.py:927] (7/8) Epoch 14, batch 22650, giga_loss[loss=0.2099, simple_loss=0.2844, pruned_loss=0.06774, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03441, over 37.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2878, pruned_loss=0.05854, over 2474766.57 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06468, over 17940.35 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2898, pruned_loss=0.06454, over 2468103.02 frames. utt_duration=1245 frames, utt_pad_proportion=0.06429, over 7940.02 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2881, pruned_loss=0.05828, over 2474798.43 frames. utt_duration=525 frames, utt_pad_proportion=0.06518, over 18908.26 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 21:12:18,102 INFO [train.py:927] (7/8) Epoch 14, batch 22700, libri_loss[loss=0.2183, simple_loss=0.3032, pruned_loss=0.0667, over 12265.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008538, over 37.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2875, pruned_loss=0.05845, over 2474376.72 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06365, over 17996.44 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2897, pruned_loss=0.06439, over 2468202.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06329, over 7920.68 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2877, pruned_loss=0.05823, over 2474464.00 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06446, over 19025.24 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 21:13:58,110 INFO [train.py:927] (7/8) Epoch 14, batch 22750, giga_loss[loss=0.2064, simple_loss=0.2931, pruned_loss=0.05991, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02912, over 45.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2886, pruned_loss=0.05893, over 2473890.02 frames. utt_duration=537.7 frames, utt_pad_proportion=0.07021, over 18453.99 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2899, pruned_loss=0.06438, over 2468195.24 frames. utt_duration=1250 frames, utt_pad_proportion=0.0623, over 7905.35 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2886, pruned_loss=0.05866, over 2474079.37 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07093, over 19477.02 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 21:15:40,176 INFO [train.py:927] (7/8) Epoch 14, batch 22800, giga_loss[loss=0.1696, simple_loss=0.263, pruned_loss=0.03811, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0369, over 37.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2896, pruned_loss=0.05923, over 2473550.24 frames. utt_duration=568.3 frames, utt_pad_proportion=0.0663, over 17455.94 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2893, pruned_loss=0.06419, over 2468089.66 frames. utt_duration=1246 frames, utt_pad_proportion=0.06455, over 7933.65 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05899, over 2474048.20 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06649, over 18734.92 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 21:17:23,283 INFO [train.py:927] (7/8) Epoch 14, batch 22850, giga_loss[loss=0.1745, simple_loss=0.2627, pruned_loss=0.04315, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04464, over 31.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2906, pruned_loss=0.05966, over 2473198.60 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06642, over 17366.82 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2892, pruned_loss=0.06418, over 2467888.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.06395, over 7924.71 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2911, pruned_loss=0.05941, over 2473838.31 frames. utt_duration=536 frames, utt_pad_proportion=0.06682, over 18512.24 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:19:03,707 INFO [train.py:927] (7/8) Epoch 14, batch 22900, giga_loss[loss=0.2056, simple_loss=0.2917, pruned_loss=0.05971, over 12396.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03929, over 105.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2905, pruned_loss=0.05936, over 2473690.54 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06121, over 17106.95 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2891, pruned_loss=0.06411, over 2467800.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06286, over 7893.82 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2911, pruned_loss=0.05913, over 2474398.46 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06224, over 18250.83 utterances.], batch size: 105, lr: 2.74e-04
2022-08-29 21:20:48,934 INFO [train.py:927] (7/8) Epoch 14, batch 22950, giga_loss[loss=0.1837, simple_loss=0.2807, pruned_loss=0.04334, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2884, pruned_loss=0.05864, over 2473933.30 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05854, over 17203.86 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06381, over 2467141.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.06159, over 7861.65 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2893, pruned_loss=0.05858, over 2475268.16 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05997, over 18407.31 utterances.], batch size: 70, lr: 2.74e-04
2022-08-29 21:22:27,271 INFO [train.py:927] (7/8) Epoch 14, batch 23000, giga_loss[loss=0.1875, simple_loss=0.284, pruned_loss=0.04553, over 12398.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02364, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.289, pruned_loss=0.0584, over 2474208.07 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05865, over 17726.76 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2885, pruned_loss=0.0637, over 2467167.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.06057, over 7846.90 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2899, pruned_loss=0.0583, over 2475443.03 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06011, over 18961.53 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:24:04,920 INFO [train.py:927] (7/8) Epoch 14, batch 23050, giga_loss[loss=0.1925, simple_loss=0.278, pruned_loss=0.05346, over 12302.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03665, over 51.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.29, pruned_loss=0.05848, over 2474179.37 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05901, over 17660.00 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06378, over 2467088.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.06385, over 7911.39 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.05818, over 2475464.20 frames. utt_duration=525.3 frames, utt_pad_proportion=0.05882, over 18902.12 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:25:43,811 INFO [train.py:927] (7/8) Epoch 14, batch 23100, giga_loss[loss=0.1778, simple_loss=0.2629, pruned_loss=0.0464, over 12346.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.0303, over 66.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2877, pruned_loss=0.05778, over 2474313.52 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05467, over 17442.97 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06383, over 2467065.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.06338, over 7899.29 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2882, pruned_loss=0.05746, over 2475408.81 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05491, over 18514.56 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:27:22,630 INFO [train.py:927] (7/8) Epoch 14, batch 23150, giga_loss[loss=0.1881, simple_loss=0.2651, pruned_loss=0.05554, over 12102.00 frames. utt_duration=1938 frames, utt_pad_proportion=0.0308, over 25.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2861, pruned_loss=0.05812, over 2473852.80 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05586, over 17449.48 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2887, pruned_loss=0.06384, over 2467025.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.06314, over 7891.79 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2863, pruned_loss=0.05783, over 2474777.40 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05609, over 18338.64 utterances.], batch size: 25, lr: 2.74e-04
2022-08-29 21:29:02,438 INFO [train.py:927] (7/8) Epoch 14, batch 23200, giga_loss[loss=0.1794, simple_loss=0.2668, pruned_loss=0.04599, over 12459.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.02752, over 55.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.284, pruned_loss=0.05735, over 2474431.65 frames. utt_duration=563.1 frames, utt_pad_proportion=0.05701, over 17625.63 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06376, over 2467194.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.06245, over 7869.52 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2843, pruned_loss=0.05712, over 2475111.30 frames. utt_duration=536.9 frames, utt_pad_proportion=0.0574, over 18491.63 utterances.], batch size: 55, lr: 2.74e-04
2022-08-29 21:30:43,344 INFO [train.py:927] (7/8) Epoch 14, batch 23250, libri_loss[loss=0.1637, simple_loss=0.2465, pruned_loss=0.04046, over 12206.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03883, over 27.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.28, pruned_loss=0.05574, over 2474845.13 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05612, over 17956.88 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2883, pruned_loss=0.06359, over 2466981.50 frames. utt_duration=1259 frames, utt_pad_proportion=0.06192, over 7845.59 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2804, pruned_loss=0.05561, over 2475678.98 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05663, over 18804.37 utterances.], batch size: 27, lr: 2.74e-04
2022-08-29 21:32:23,440 INFO [train.py:927] (7/8) Epoch 14, batch 23300, libri_loss[loss=0.1779, simple_loss=0.2642, pruned_loss=0.04583, over 12302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005111, over 32.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2804, pruned_loss=0.05594, over 2474873.73 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05302, over 17584.54 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.288, pruned_loss=0.06342, over 2466798.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.06122, over 7826.01 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2809, pruned_loss=0.05588, over 2475798.21 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05379, over 18412.83 utterances.], batch size: 32, lr: 2.74e-04
2022-08-29 21:34:03,435 INFO [train.py:927] (7/8) Epoch 14, batch 23350, giga_loss[loss=0.2254, simple_loss=0.3049, pruned_loss=0.07297, over 12351.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.283, pruned_loss=0.05662, over 2474554.06 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0565, over 17977.46 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2882, pruned_loss=0.06347, over 2466913.59 frames. utt_duration=1261 frames, utt_pad_proportion=0.06106, over 7832.88 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2832, pruned_loss=0.0565, over 2475215.26 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05701, over 18659.49 utterances.], batch size: 363, lr: 2.74e-04
2022-08-29 21:35:43,145 INFO [train.py:927] (7/8) Epoch 14, batch 23400, giga_loss[loss=0.1839, simple_loss=0.2674, pruned_loss=0.05027, over 12432.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03962, over 37.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2854, pruned_loss=0.05756, over 2474487.57 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05281, over 17265.47 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.289, pruned_loss=0.06387, over 2467096.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.05953, over 7821.78 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2848, pruned_loss=0.05691, over 2475088.92 frames. utt_duration=547.6 frames, utt_pad_proportion=0.0539, over 18129.58 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 21:37:30,802 INFO [train.py:927] (7/8) Epoch 14, batch 23450, giga_loss[loss=0.2124, simple_loss=0.304, pruned_loss=0.06035, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02996, over 58.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2917, pruned_loss=0.06155, over 2474584.22 frames. utt_duration=552 frames, utt_pad_proportion=0.06035, over 17980.24 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2893, pruned_loss=0.0639, over 2467235.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.05867, over 7796.52 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2909, pruned_loss=0.06094, over 2475065.88 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06113, over 18869.46 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:39:12,733 INFO [train.py:927] (7/8) Epoch 14, batch 23500, giga_loss[loss=0.3054, simple_loss=0.3607, pruned_loss=0.1251, over 12368.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.0651, over 2474907.81 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05951, over 18319.40 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06398, over 2467217.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05843, over 7806.53 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2974, pruned_loss=0.06453, over 2475443.65 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06024, over 19248.98 utterances.], batch size: 257, lr: 2.74e-04
2022-08-29 21:40:57,940 INFO [train.py:927] (7/8) Epoch 14, batch 23550, libri_loss[loss=0.1934, simple_loss=0.2759, pruned_loss=0.05543, over 12113.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006881, over 32.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3049, pruned_loss=0.07066, over 2474963.92 frames. utt_duration=523 frames, utt_pad_proportion=0.06226, over 18983.44 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2894, pruned_loss=0.06389, over 2466958.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05719, over 7785.48 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3048, pruned_loss=0.07039, over 2475879.27 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06317, over 20042.88 utterances.], batch size: 32, lr: 2.74e-04
2022-08-29 21:42:43,103 INFO [train.py:927] (7/8) Epoch 14, batch 23600, giga_loss[loss=0.2094, simple_loss=0.2962, pruned_loss=0.06128, over 12463.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03002, over 75.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.07421, over 2474481.28 frames. utt_duration=510 frames, utt_pad_proportion=0.06193, over 19462.20 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2893, pruned_loss=0.0639, over 2466782.43 frames. utt_duration=1271 frames, utt_pad_proportion=0.05634, over 7770.82 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3099, pruned_loss=0.07412, over 2475490.42 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06294, over 20508.14 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:44:29,628 INFO [train.py:927] (7/8) Epoch 14, batch 23650, giga_loss[loss=0.2331, simple_loss=0.3128, pruned_loss=0.07672, over 12455.00 frames. utt_duration=978.3 frames, utt_pad_proportion=0.02463, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07773, over 2474793.95 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06193, over 19684.03 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2892, pruned_loss=0.06391, over 2466924.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.05568, over 7757.31 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3137, pruned_loss=0.07783, over 2475559.14 frames. utt_duration=480 frames, utt_pad_proportion=0.063, over 20692.03 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:46:20,696 INFO [train.py:927] (7/8) Epoch 14, batch 23700, giga_loss[loss=0.2169, simple_loss=0.2894, pruned_loss=0.07225, over 12238.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02756, over 42.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3174, pruned_loss=0.0814, over 2474960.93 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06722, over 20616.75 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06386, over 2466887.37 frames. utt_duration=1276 frames, utt_pad_proportion=0.05527, over 7744.77 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3182, pruned_loss=0.08164, over 2475657.48 frames. utt_duration=461.6 frames, utt_pad_proportion=0.06794, over 21521.81 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:48:07,292 INFO [train.py:927] (7/8) Epoch 14, batch 23750, giga_loss[loss=0.2626, simple_loss=0.3407, pruned_loss=0.09228, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06385, over 183.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08152, over 2474140.59 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06804, over 20598.66 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2891, pruned_loss=0.06379, over 2466778.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05498, over 7728.35 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3176, pruned_loss=0.08194, over 2474869.10 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06871, over 21439.55 utterances.], batch size: 183, lr: 2.74e-04
2022-08-29 21:49:51,785 INFO [train.py:927] (7/8) Epoch 14, batch 23800, giga_loss[loss=0.298, simple_loss=0.3616, pruned_loss=0.1172, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07191, over 212.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3184, pruned_loss=0.08232, over 2473430.76 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06792, over 20929.39 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2894, pruned_loss=0.06391, over 2466357.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.05434, over 7712.52 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3192, pruned_loss=0.08276, over 2474443.58 frames. utt_duration=456 frames, utt_pad_proportion=0.06868, over 21774.49 utterances.], batch size: 212, lr: 2.74e-04
2022-08-29 21:51:37,023 INFO [train.py:927] (7/8) Epoch 14, batch 23850, giga_loss[loss=0.2209, simple_loss=0.3043, pruned_loss=0.06875, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3177, pruned_loss=0.0814, over 2473098.59 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07187, over 21185.94 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06342, over 2466094.38 frames. utt_duration=1290 frames, utt_pad_proportion=0.05282, over 7658.09 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3201, pruned_loss=0.08292, over 2474434.54 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07302, over 22434.80 utterances.], batch size: 133, lr: 2.74e-04
2022-08-29 21:53:27,669 INFO [train.py:927] (7/8) Epoch 14, batch 23900, giga_loss[loss=0.226, simple_loss=0.3244, pruned_loss=0.06378, over 12405.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3168, pruned_loss=0.07948, over 2472542.89 frames. utt_duration=483 frames, utt_pad_proportion=0.07453, over 20538.86 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2889, pruned_loss=0.06352, over 2466246.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.05605, over 7721.54 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3192, pruned_loss=0.08099, over 2473637.11 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07461, over 21777.57 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 21:55:12,579 INFO [train.py:927] (7/8) Epoch 14, batch 23950, giga_loss[loss=0.2446, simple_loss=0.3072, pruned_loss=0.09103, over 12354.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07735, over 2473105.13 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07154, over 20316.33 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06344, over 2466473.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.05486, over 7701.82 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3167, pruned_loss=0.07918, over 2474018.26 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07231, over 21778.67 utterances.], batch size: 368, lr: 2.74e-04
2022-08-29 21:56:57,122 INFO [train.py:927] (7/8) Epoch 14, batch 24000, giga_loss[loss=0.2262, simple_loss=0.3058, pruned_loss=0.07324, over 12368.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3128, pruned_loss=0.07714, over 2472929.07 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07272, over 20552.19 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06342, over 2466372.35 frames. utt_duration=1285 frames, utt_pad_proportion=0.05394, over 7688.85 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07896, over 2473920.16 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0737, over 22058.23 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 21:56:57,123 INFO [train.py:958] (7/8) Computing validation loss
2022-08-29 21:57:11,044 INFO [train.py:967] (7/8) Epoch 14, validation: loss=0.1738, simple_loss=0.284, pruned_loss=0.03175, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 21:59:05,298 INFO [train.py:927] (7/8) Epoch 14, batch 24050, giga_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.0698, over 12353.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03253, over 97.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3118, pruned_loss=0.076, over 2473714.83 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07136, over 20117.14 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2885, pruned_loss=0.06338, over 2466395.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.05316, over 7666.30 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3148, pruned_loss=0.07771, over 2474592.99 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0726, over 21557.10 utterances.], batch size: 97, lr: 2.74e-04
2022-08-29 22:00:49,344 INFO [train.py:927] (7/8) Epoch 14, batch 24100, giga_loss[loss=0.2356, simple_loss=0.3248, pruned_loss=0.07315, over 12465.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3135, pruned_loss=0.0746, over 2474467.60 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06821, over 20107.78 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2886, pruned_loss=0.06347, over 2466571.81 frames. utt_duration=1292 frames, utt_pad_proportion=0.05211, over 7645.84 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3163, pruned_loss=0.07614, over 2475187.62 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06981, over 21549.86 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 22:02:34,543 INFO [train.py:927] (7/8) Epoch 14, batch 24150, giga_loss[loss=0.2435, simple_loss=0.3262, pruned_loss=0.08037, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02909, over 45.00 utterances.], tot_loss[loss=0.231, simple_loss=0.313, pruned_loss=0.07452, over 2474132.99 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07283, over 20554.67 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2887, pruned_loss=0.06358, over 2466560.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.05256, over 7664.24 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3154, pruned_loss=0.07575, over 2474783.93 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07376, over 21780.46 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 22:04:18,269 INFO [train.py:927] (7/8) Epoch 14, batch 24200, giga_loss[loss=0.2091, simple_loss=0.2942, pruned_loss=0.06205, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03633, over 40.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3121, pruned_loss=0.07496, over 2474260.18 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06878, over 20778.31 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06369, over 2466453.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.05213, over 7656.62 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.314, pruned_loss=0.07593, over 2474929.81 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06989, over 21861.48 utterances.], batch size: 40, lr: 2.74e-04
2022-08-29 22:06:03,954 INFO [train.py:927] (7/8) Epoch 14, batch 24250, giga_loss[loss=0.2078, simple_loss=0.3011, pruned_loss=0.05723, over 12322.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.02927, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07431, over 2474366.42 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07021, over 20817.38 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2891, pruned_loss=0.06381, over 2466291.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05661, over 7728.41 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3128, pruned_loss=0.07512, over 2475133.17 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06979, over 21786.32 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 22:07:46,665 INFO [train.py:927] (7/8) Epoch 14, batch 24300, giga_loss[loss=0.2033, simple_loss=0.282, pruned_loss=0.06229, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3105, pruned_loss=0.07364, over 2474731.98 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06857, over 20951.20 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.289, pruned_loss=0.06369, over 2466299.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05618, over 7717.17 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3121, pruned_loss=0.07447, over 2475395.55 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06849, over 21843.98 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 22:09:31,211 INFO [train.py:927] (7/8) Epoch 14, batch 24350, giga_loss[loss=0.2129, simple_loss=0.2835, pruned_loss=0.07119, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07344, over 2474313.74 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06589, over 20610.24 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2888, pruned_loss=0.06364, over 2466367.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.0544, over 7696.31 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3113, pruned_loss=0.07454, over 2475114.22 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06669, over 21867.74 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 22:11:13,531 INFO [train.py:927] (7/8) Epoch 14, batch 24400, giga_loss[loss=0.2611, simple_loss=0.3229, pruned_loss=0.09962, over 12338.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.213, over 373.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3076, pruned_loss=0.07341, over 2474163.22 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07259, over 20719.36 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2886, pruned_loss=0.06351, over 2466637.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.06203, over 7809.88 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3108, pruned_loss=0.075, over 2475006.82 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07068, over 22355.86 utterances.], batch size: 373, lr: 2.74e-04
2022-08-29 22:12:59,017 INFO [train.py:927] (7/8) Epoch 14, batch 24450, giga_loss[loss=0.217, simple_loss=0.2947, pruned_loss=0.06967, over 12315.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03485, over 51.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3061, pruned_loss=0.07332, over 2474096.97 frames. utt_duration=475 frames, utt_pad_proportion=0.0751, over 20896.63 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.0636, over 2466965.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.06554, over 7897.69 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07478, over 2474667.71 frames. utt_duration=441.9 frames, utt_pad_proportion=0.0724, over 22475.18 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 22:14:44,178 INFO [train.py:927] (7/8) Epoch 14, batch 24500, giga_loss[loss=0.2804, simple_loss=0.3454, pruned_loss=0.1077, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03599, over 122.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3057, pruned_loss=0.07342, over 2474241.92 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07505, over 20925.02 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2884, pruned_loss=0.06342, over 2467214.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.0648, over 7879.35 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07486, over 2474577.45 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07318, over 22359.83 utterances.], batch size: 122, lr: 2.74e-04
2022-08-29 22:16:26,522 INFO [train.py:927] (7/8) Epoch 14, batch 24550, libri_loss[loss=0.2448, simple_loss=0.3398, pruned_loss=0.07487, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007532, over 37.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3077, pruned_loss=0.07413, over 2474917.55 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07976, over 21566.23 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06362, over 2467669.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.07221, over 8021.27 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3098, pruned_loss=0.07528, over 2474904.41 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07603, over 22830.75 utterances.], batch size: 37, lr: 2.74e-04
2022-08-29 22:18:11,152 INFO [train.py:927] (7/8) Epoch 14, batch 24600, giga_loss[loss=0.2442, simple_loss=0.3225, pruned_loss=0.08298, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.07413, over 2474282.04 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07974, over 21571.09 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2889, pruned_loss=0.06355, over 2467782.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.07049, over 7990.34 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.31, pruned_loss=0.07543, over 2474365.09 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07737, over 23029.92 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 22:19:56,063 INFO [train.py:927] (7/8) Epoch 14, batch 24650, giga_loss[loss=0.2202, simple_loss=0.3015, pruned_loss=0.06946, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07547, over 2474409.14 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08154, over 21757.86 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06347, over 2467628.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.06943, over 7962.74 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07676, over 2474730.80 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07992, over 23169.28 utterances.], batch size: 122, lr: 2.73e-04
2022-08-29 22:21:41,380 INFO [train.py:927] (7/8) Epoch 14, batch 24700, giga_loss[loss=0.2138, simple_loss=0.2883, pruned_loss=0.0697, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04003, over 40.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3104, pruned_loss=0.0776, over 2474624.72 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08072, over 21847.87 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.289, pruned_loss=0.06351, over 2467672.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.0688, over 7969.20 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07877, over 2474940.52 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07975, over 23148.65 utterances.], batch size: 40, lr: 2.73e-04
2022-08-29 22:23:23,850 INFO [train.py:927] (7/8) Epoch 14, batch 24750, giga_loss[loss=0.23, simple_loss=0.3136, pruned_loss=0.07314, over 12359.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03304, over 62.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3091, pruned_loss=0.07691, over 2474527.18 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07872, over 21151.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2888, pruned_loss=0.06346, over 2467778.45 frames. utt_duration=1231 frames, utt_pad_proportion=0.07171, over 8030.16 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3114, pruned_loss=0.07833, over 2474936.33 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07734, over 22571.38 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 22:25:05,736 INFO [train.py:927] (7/8) Epoch 14, batch 24800, giga_loss[loss=0.2263, simple_loss=0.3265, pruned_loss=0.06308, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04376, over 31.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07615, over 2474773.51 frames. utt_duration=488 frames, utt_pad_proportion=0.07651, over 20345.77 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2895, pruned_loss=0.06389, over 2468023.74 frames. utt_duration=1218 frames, utt_pad_proportion=0.0746, over 8117.55 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3118, pruned_loss=0.07741, over 2475117.06 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07473, over 21864.74 utterances.], batch size: 31, lr: 2.73e-04
2022-08-29 22:26:51,323 INFO [train.py:927] (7/8) Epoch 14, batch 24850, giga_loss[loss=0.1923, simple_loss=0.2736, pruned_loss=0.05552, over 12214.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03138, over 28.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3079, pruned_loss=0.07515, over 2474786.59 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07986, over 21101.67 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06399, over 2468347.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.07403, over 8128.68 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.07622, over 2474861.96 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0785, over 22456.89 utterances.], batch size: 28, lr: 2.73e-04
2022-08-29 22:28:37,430 INFO [train.py:927] (7/8) Epoch 14, batch 24900, giga_loss[loss=0.2341, simple_loss=0.3133, pruned_loss=0.07745, over 12347.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3081, pruned_loss=0.0757, over 2474332.11 frames. utt_duration=465.4 frames, utt_pad_proportion=0.08063, over 21334.49 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.29, pruned_loss=0.064, over 2468412.17 frames. utt_duration=1216 frames, utt_pad_proportion=0.07376, over 8131.03 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3092, pruned_loss=0.07658, over 2474357.05 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07964, over 22456.63 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 22:30:23,339 INFO [train.py:927] (7/8) Epoch 14, batch 24950, giga_loss[loss=0.2036, simple_loss=0.3067, pruned_loss=0.05023, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03308, over 62.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07546, over 2474600.42 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07583, over 20827.96 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2902, pruned_loss=0.06403, over 2468358.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.07195, over 8111.78 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07671, over 2474945.35 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07596, over 22352.92 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 22:32:07,873 INFO [train.py:927] (7/8) Epoch 14, batch 25000, giga_loss[loss=0.2621, simple_loss=0.3413, pruned_loss=0.09149, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.07678, over 2474477.67 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07541, over 21028.76 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06407, over 2468626.06 frames. utt_duration=1221 frames, utt_pad_proportion=0.07113, over 8096.23 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3146, pruned_loss=0.07789, over 2474593.32 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07584, over 22423.04 utterances.], batch size: 133, lr: 2.73e-04
2022-08-29 22:33:52,459 INFO [train.py:927] (7/8) Epoch 14, batch 25050, giga_loss[loss=0.2195, simple_loss=0.3004, pruned_loss=0.06934, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02866, over 91.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.0778, over 2474146.28 frames. utt_duration=473 frames, utt_pad_proportion=0.07836, over 20989.42 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06415, over 2468881.16 frames. utt_duration=1223 frames, utt_pad_proportion=0.07037, over 8083.78 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3151, pruned_loss=0.07879, over 2474093.35 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07879, over 22265.79 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 22:35:38,535 INFO [train.py:927] (7/8) Epoch 14, batch 25100, giga_loss[loss=0.2037, simple_loss=0.2849, pruned_loss=0.06122, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03396, over 80.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07764, over 2474643.60 frames. utt_duration=471.8 frames, utt_pad_proportion=0.08062, over 21047.96 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2904, pruned_loss=0.06422, over 2469078.67 frames. utt_duration=1224 frames, utt_pad_proportion=0.06924, over 8076.10 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07882, over 2474588.19 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08137, over 22501.81 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 22:37:23,424 INFO [train.py:927] (7/8) Epoch 14, batch 25150, giga_loss[loss=0.2733, simple_loss=0.3325, pruned_loss=0.107, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07759, over 2474560.00 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07471, over 20378.31 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2906, pruned_loss=0.06429, over 2469002.61 frames. utt_duration=1219 frames, utt_pad_proportion=0.06897, over 8110.42 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3132, pruned_loss=0.07888, over 2474751.49 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07586, over 21907.95 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 22:39:06,731 INFO [train.py:927] (7/8) Epoch 14, batch 25200, giga_loss[loss=0.2065, simple_loss=0.2913, pruned_loss=0.06083, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03701, over 123.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.31, pruned_loss=0.07712, over 2474074.73 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07663, over 20007.73 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06407, over 2469073.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.06847, over 8110.27 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3124, pruned_loss=0.07867, over 2474301.92 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07769, over 21511.85 utterances.], batch size: 123, lr: 2.73e-04
2022-08-29 22:40:50,052 INFO [train.py:927] (7/8) Epoch 14, batch 25250, giga_loss[loss=0.2283, simple_loss=0.3053, pruned_loss=0.0756, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04439, over 37.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3078, pruned_loss=0.07556, over 2474442.51 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07088, over 19261.57 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2902, pruned_loss=0.06401, over 2469107.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.06835, over 8113.07 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07706, over 2474684.94 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07218, over 20662.75 utterances.], batch size: 37, lr: 2.73e-04
2022-08-29 22:42:32,159 INFO [train.py:927] (7/8) Epoch 14, batch 25300, giga_loss[loss=0.2479, simple_loss=0.3299, pruned_loss=0.08296, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.07633, over 2474546.96 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07537, over 19779.89 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2898, pruned_loss=0.06385, over 2469207.72 frames. utt_duration=1222 frames, utt_pad_proportion=0.06717, over 8091.33 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3119, pruned_loss=0.07793, over 2474761.83 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07656, over 21166.04 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 22:44:17,204 INFO [train.py:927] (7/8) Epoch 14, batch 25350, giga_loss[loss=0.2197, simple_loss=0.3171, pruned_loss=0.06117, over 12358.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3102, pruned_loss=0.07688, over 2475024.58 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07147, over 19748.50 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2898, pruned_loss=0.06387, over 2468994.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06668, over 8075.46 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07821, over 2475408.14 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07281, over 20945.53 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 22:46:01,808 INFO [train.py:927] (7/8) Epoch 14, batch 25400, giga_loss[loss=0.2279, simple_loss=0.3192, pruned_loss=0.06836, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02398, over 45.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3105, pruned_loss=0.07454, over 2474147.53 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07014, over 19054.74 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06396, over 2468924.24 frames. utt_duration=1225 frames, utt_pad_proportion=0.06594, over 8070.44 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3127, pruned_loss=0.07586, over 2474668.54 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07163, over 20317.85 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 22:47:47,164 INFO [train.py:927] (7/8) Epoch 14, batch 25450, giga_loss[loss=0.2587, simple_loss=0.3335, pruned_loss=0.092, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.314, pruned_loss=0.07648, over 2474231.64 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07049, over 19301.14 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.064, over 2468783.14 frames. utt_duration=1230 frames, utt_pad_proportion=0.06496, over 8041.25 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3162, pruned_loss=0.0777, over 2474883.34 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07202, over 20538.30 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 22:49:28,469 INFO [train.py:927] (7/8) Epoch 14, batch 25500, giga_loss[loss=0.2373, simple_loss=0.3172, pruned_loss=0.07868, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03695, over 123.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.315, pruned_loss=0.07708, over 2474471.65 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06594, over 19286.68 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06413, over 2468683.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06404, over 8030.33 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3171, pruned_loss=0.07824, over 2475203.01 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06777, over 20534.12 utterances.], batch size: 123, lr: 2.73e-04
2022-08-29 22:51:12,364 INFO [train.py:927] (7/8) Epoch 14, batch 25550, giga_loss[loss=0.2105, simple_loss=0.3155, pruned_loss=0.05276, over 12360.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.0768, over 2474640.73 frames. utt_duration=507.1 frames, utt_pad_proportion=0.067, over 19579.36 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.06405, over 2468482.29 frames. utt_duration=1236 frames, utt_pad_proportion=0.06312, over 7999.00 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3167, pruned_loss=0.07803, over 2475516.79 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06874, over 20809.76 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 22:52:57,394 INFO [train.py:927] (7/8) Epoch 14, batch 25600, giga_loss[loss=0.2182, simple_loss=0.3046, pruned_loss=0.0659, over 12398.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3158, pruned_loss=0.07565, over 2475001.32 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06652, over 19382.60 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2904, pruned_loss=0.06403, over 2468358.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.0629, over 7990.00 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3173, pruned_loss=0.07669, over 2475834.10 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06802, over 20408.65 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 22:54:42,026 INFO [train.py:927] (7/8) Epoch 14, batch 25650, giga_loss[loss=0.2438, simple_loss=0.3269, pruned_loss=0.08032, over 12359.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04315, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3156, pruned_loss=0.07596, over 2475118.62 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07089, over 19443.65 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06416, over 2468210.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06693, over 8061.76 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3169, pruned_loss=0.07684, over 2476021.12 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07056, over 20352.02 utterances.], batch size: 133, lr: 2.73e-04
2022-08-29 22:56:30,163 INFO [train.py:927] (7/8) Epoch 14, batch 25700, giga_loss[loss=0.2745, simple_loss=0.334, pruned_loss=0.1075, over 12412.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07241, over 212.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3144, pruned_loss=0.07664, over 2475158.61 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07324, over 20233.47 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06415, over 2468280.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06616, over 8056.83 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3158, pruned_loss=0.07749, over 2475913.73 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07319, over 21110.69 utterances.], batch size: 212, lr: 2.73e-04
2022-08-29 22:58:20,034 INFO [train.py:927] (7/8) Epoch 14, batch 25750, giga_loss[loss=0.224, simple_loss=0.3073, pruned_loss=0.07039, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3125, pruned_loss=0.07678, over 2474760.93 frames. utt_duration=478 frames, utt_pad_proportion=0.08378, over 20770.96 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2909, pruned_loss=0.06444, over 2468262.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.07065, over 8129.15 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3136, pruned_loss=0.07737, over 2475463.29 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08208, over 21565.10 utterances.], batch size: 40, lr: 2.73e-04
2022-08-29 23:00:02,193 INFO [train.py:927] (7/8) Epoch 14, batch 25800, giga_loss[loss=0.2108, simple_loss=0.2968, pruned_loss=0.06238, over 12380.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03326, over 104.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3107, pruned_loss=0.07621, over 2474793.13 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08836, over 21899.33 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2909, pruned_loss=0.06444, over 2468472.84 frames. utt_duration=1217 frames, utt_pad_proportion=0.06988, over 8123.77 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.0769, over 2475278.36 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0873, over 22781.48 utterances.], batch size: 104, lr: 2.73e-04
2022-08-29 23:01:44,573 INFO [train.py:927] (7/8) Epoch 14, batch 25850, giga_loss[loss=0.2063, simple_loss=0.2977, pruned_loss=0.05747, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.07342, over 2475316.20 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08511, over 22139.13 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2911, pruned_loss=0.0646, over 2468493.10 frames. utt_duration=1223 frames, utt_pad_proportion=0.06799, over 8086.00 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.07416, over 2475914.38 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0852, over 23357.31 utterances.], batch size: 55, lr: 2.73e-04
2022-08-29 23:03:34,145 INFO [train.py:927] (7/8) Epoch 14, batch 25900, giga_loss[loss=0.2244, simple_loss=0.2994, pruned_loss=0.07467, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.0728, over 2475220.13 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08347, over 21946.21 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.06469, over 2468677.71 frames. utt_duration=1224 frames, utt_pad_proportion=0.06664, over 8074.99 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.0735, over 2475683.01 frames. utt_duration=427.6 frames, utt_pad_proportion=0.08417, over 23239.15 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 23:05:13,676 INFO [train.py:927] (7/8) Epoch 14, batch 25950, libri_loss[loss=0.2117, simple_loss=0.2998, pruned_loss=0.06175, over 12384.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.1459, over 66.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3041, pruned_loss=0.07159, over 2474793.84 frames. utt_duration=463.1 frames, utt_pad_proportion=0.08241, over 21441.71 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2912, pruned_loss=0.06457, over 2468875.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.06628, over 8078.39 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3056, pruned_loss=0.07241, over 2475116.41 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08327, over 22776.27 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 23:06:54,198 INFO [train.py:927] (7/8) Epoch 14, batch 26000, giga_loss[loss=0.1992, simple_loss=0.2826, pruned_loss=0.05788, over 12163.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03432, over 39.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3067, pruned_loss=0.07307, over 2474070.76 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07865, over 21409.30 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2916, pruned_loss=0.06465, over 2468500.36 frames. utt_duration=1227 frames, utt_pad_proportion=0.0651, over 8060.43 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3079, pruned_loss=0.07387, over 2474844.56 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08006, over 22879.32 utterances.], batch size: 39, lr: 2.73e-04
2022-08-29 23:08:38,437 INFO [train.py:927] (7/8) Epoch 14, batch 26050, giga_loss[loss=0.2234, simple_loss=0.3073, pruned_loss=0.06973, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03737, over 113.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3092, pruned_loss=0.07516, over 2474380.32 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08628, over 23146.29 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.292, pruned_loss=0.06475, over 2468602.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06464, over 8056.86 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3099, pruned_loss=0.07578, over 2474947.04 frames. utt_duration=406.4 frames, utt_pad_proportion=0.08715, over 24445.30 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:10:21,602 INFO [train.py:927] (7/8) Epoch 14, batch 26100, giga_loss[loss=0.2154, simple_loss=0.3076, pruned_loss=0.06162, over 12479.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3113, pruned_loss=0.07651, over 2473574.94 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08128, over 22288.11 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2924, pruned_loss=0.06505, over 2468424.60 frames. utt_duration=1232 frames, utt_pad_proportion=0.06281, over 8026.38 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3122, pruned_loss=0.07715, over 2474374.55 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08306, over 23892.39 utterances.], batch size: 43, lr: 2.73e-04
2022-08-29 23:12:06,634 INFO [train.py:927] (7/8) Epoch 14, batch 26150, giga_loss[loss=0.2541, simple_loss=0.3414, pruned_loss=0.08335, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03743, over 113.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.312, pruned_loss=0.07682, over 2473899.09 frames. utt_duration=449 frames, utt_pad_proportion=0.08242, over 22113.42 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2923, pruned_loss=0.06498, over 2468553.74 frames. utt_duration=1233 frames, utt_pad_proportion=0.06221, over 8016.06 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3131, pruned_loss=0.07759, over 2474516.08 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08407, over 23655.86 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:13:58,625 INFO [train.py:927] (7/8) Epoch 14, batch 26200, giga_loss[loss=0.223, simple_loss=0.3151, pruned_loss=0.06547, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03855, over 113.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3128, pruned_loss=0.0768, over 2473803.75 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07939, over 21659.83 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2924, pruned_loss=0.06495, over 2468686.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06149, over 8004.90 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3139, pruned_loss=0.07761, over 2474238.00 frames. utt_duration=430.3 frames, utt_pad_proportion=0.0812, over 23078.11 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:15:45,707 INFO [train.py:927] (7/8) Epoch 14, batch 26250, giga_loss[loss=0.2254, simple_loss=0.3012, pruned_loss=0.07479, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02722, over 66.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07644, over 2474056.47 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08608, over 22448.48 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2922, pruned_loss=0.06507, over 2468482.43 frames. utt_duration=1226 frames, utt_pad_proportion=0.06491, over 8062.75 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3132, pruned_loss=0.07722, over 2474702.90 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08628, over 23855.56 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 23:17:30,973 INFO [train.py:927] (7/8) Epoch 14, batch 26300, giga_loss[loss=0.2389, simple_loss=0.3143, pruned_loss=0.08174, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04015, over 113.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3119, pruned_loss=0.07685, over 2474061.13 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08596, over 22833.66 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2924, pruned_loss=0.06515, over 2468321.62 frames. utt_duration=1216 frames, utt_pad_proportion=0.06857, over 8131.74 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.313, pruned_loss=0.0775, over 2474778.19 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08512, over 24016.72 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:19:17,476 INFO [train.py:927] (7/8) Epoch 14, batch 26350, giga_loss[loss=0.2171, simple_loss=0.2963, pruned_loss=0.06897, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02582, over 91.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3107, pruned_loss=0.07724, over 2473414.32 frames. utt_duration=441 frames, utt_pad_proportion=0.08678, over 22510.83 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06509, over 2468412.01 frames. utt_duration=1217 frames, utt_pad_proportion=0.06837, over 8120.08 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07787, over 2473919.58 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08617, over 23512.51 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 23:21:02,981 INFO [train.py:927] (7/8) Epoch 14, batch 26400, giga_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.06715, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3112, pruned_loss=0.07727, over 2473219.53 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08283, over 22021.05 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.293, pruned_loss=0.06535, over 2468494.32 frames. utt_duration=1209 frames, utt_pad_proportion=0.07131, over 8178.88 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3118, pruned_loss=0.07772, over 2473632.04 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0816, over 23009.21 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 23:22:47,230 INFO [train.py:927] (7/8) Epoch 14, batch 26450, giga_loss[loss=0.2319, simple_loss=0.3118, pruned_loss=0.07601, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03589, over 105.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3133, pruned_loss=0.07894, over 2473458.22 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08114, over 21748.61 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2936, pruned_loss=0.06572, over 2468458.23 frames. utt_duration=1190 frames, utt_pad_proportion=0.07716, over 8309.93 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07928, over 2473941.64 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07849, over 22741.47 utterances.], batch size: 105, lr: 2.73e-04
2022-08-29 23:24:29,739 INFO [train.py:927] (7/8) Epoch 14, batch 26500, libri_loss[loss=0.2041, simple_loss=0.2881, pruned_loss=0.06008, over 12292.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006618, over 35.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3131, pruned_loss=0.0796, over 2473703.68 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07811, over 21404.88 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2932, pruned_loss=0.06555, over 2468253.42 frames. utt_duration=1194 frames, utt_pad_proportion=0.07522, over 8276.25 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3145, pruned_loss=0.08053, over 2474462.54 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07684, over 22722.88 utterances.], batch size: 35, lr: 2.73e-04
2022-08-29 23:26:13,142 INFO [train.py:927] (7/8) Epoch 14, batch 26550, giga_loss[loss=0.2152, simple_loss=0.3022, pruned_loss=0.06405, over 12298.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03587, over 51.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3131, pruned_loss=0.07953, over 2473052.74 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08692, over 22218.08 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2933, pruned_loss=0.06567, over 2468458.08 frames. utt_duration=1176 frames, utt_pad_proportion=0.08223, over 8408.25 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08043, over 2473557.69 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08347, over 23401.21 utterances.], batch size: 51, lr: 2.73e-04
2022-08-29 23:27:52,848 INFO [train.py:927] (7/8) Epoch 14, batch 26600, giga_loss[loss=0.2259, simple_loss=0.3138, pruned_loss=0.06899, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03327, over 42.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08039, over 2473187.00 frames. utt_duration=454.7 frames, utt_pad_proportion=0.0894, over 21828.61 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2947, pruned_loss=0.06665, over 2468954.57 frames. utt_duration=1117 frames, utt_pad_proportion=0.1004, over 8853.77 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3151, pruned_loss=0.08077, over 2473327.77 frames. utt_duration=433 frames, utt_pad_proportion=0.07968, over 22928.65 utterances.], batch size: 42, lr: 2.73e-04
2022-08-29 23:28:12,434 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-29 23:30:34,745 INFO [train.py:927] (7/8) Epoch 15, batch 50, giga_loss[loss=0.2037, simple_loss=0.2961, pruned_loss=0.05565, over 12244.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03051, over 42.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3114, pruned_loss=0.06382, over 548077.56 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06922, over 4208.96 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.3014, pruned_loss=0.05442, over 84943.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.01734, over 268.92 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3131, pruned_loss=0.06537, over 479645.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07247, over 4026.83 utterances.], batch size: 42, lr: 2.66e-04
2022-08-29 23:32:15,058 INFO [train.py:927] (7/8) Epoch 15, batch 100, giga_loss[loss=0.2336, simple_loss=0.324, pruned_loss=0.07163, over 12379.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02723, over 91.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2923, pruned_loss=0.05658, over 975473.60 frames. utt_duration=553.5 frames, utt_pad_proportion=0.07226, over 7069.06 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05321, over 212921.98 frames. utt_duration=1235 frames, utt_pad_proportion=0.06879, over 690.76 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2942, pruned_loss=0.05755, over 834398.29 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07202, over 6799.68 utterances.], batch size: 91, lr: 2.66e-04
2022-08-29 23:33:59,755 INFO [train.py:927] (7/8) Epoch 15, batch 150, giga_loss[loss=0.1769, simple_loss=0.2512, pruned_loss=0.05134, over 12365.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04689, over 34.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2777, pruned_loss=0.05121, over 1307879.16 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06741, over 9505.01 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05304, over 235384.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06293, over 758.69 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2771, pruned_loss=0.05125, over 1185308.25 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06763, over 9308.66 utterances.], batch size: 34, lr: 2.66e-04
2022-08-29 23:35:42,993 INFO [train.py:927] (7/8) Epoch 15, batch 200, giga_loss[loss=0.146, simple_loss=0.2351, pruned_loss=0.0285, over 12433.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.1808, simple_loss=0.2667, pruned_loss=0.04745, over 1566440.30 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06703, over 11753.17 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2902, pruned_loss=0.05446, over 257739.93 frames. utt_duration=1143 frames, utt_pad_proportion=0.09387, over 903.54 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.265, pruned_loss=0.04697, over 1460915.95 frames. utt_duration=507 frames, utt_pad_proportion=0.0653, over 11559.49 utterances.], batch size: 146, lr: 2.66e-04
2022-08-29 23:37:24,114 INFO [train.py:927] (7/8) Epoch 15, batch 250, giga_loss[loss=0.1604, simple_loss=0.2496, pruned_loss=0.0356, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03022, over 75.00 utterances.], tot_loss[loss=0.1757, simple_loss=0.2613, pruned_loss=0.04501, over 1767696.61 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05996, over 12975.55 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2911, pruned_loss=0.05411, over 290849.85 frames. utt_duration=1177 frames, utt_pad_proportion=0.08511, over 989.53 utterances.], giga_tot_loss[loss=0.174, simple_loss=0.2592, pruned_loss=0.04443, over 1673597.51 frames. utt_duration=520.3 frames, utt_pad_proportion=0.05905, over 12903.44 utterances.], batch size: 75, lr: 2.66e-04
2022-08-29 23:39:05,701 INFO [train.py:927] (7/8) Epoch 15, batch 300, giga_loss[loss=0.1592, simple_loss=0.2464, pruned_loss=0.03605, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03516, over 37.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2578, pruned_loss=0.04414, over 1924102.92 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06396, over 14515.85 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05361, over 365869.95 frames. utt_duration=1199 frames, utt_pad_proportion=0.07457, over 1221.69 utterances.], giga_tot_loss[loss=0.1709, simple_loss=0.2552, pruned_loss=0.04335, over 1828858.72 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06371, over 14639.69 utterances.], batch size: 37, lr: 2.66e-04
2022-08-29 23:40:46,012 INFO [train.py:927] (7/8) Epoch 15, batch 350, giga_loss[loss=0.1504, simple_loss=0.2389, pruned_loss=0.03097, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.0242, over 66.00 utterances.], tot_loss[loss=0.1696, simple_loss=0.2541, pruned_loss=0.04258, over 2046378.48 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06354, over 15422.56 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2878, pruned_loss=0.05318, over 376403.60 frames. utt_duration=1200 frames, utt_pad_proportion=0.07263, over 1256.58 utterances.], giga_tot_loss[loss=0.168, simple_loss=0.252, pruned_loss=0.04197, over 1969730.94 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06346, over 15544.18 utterances.], batch size: 66, lr: 2.66e-04
2022-08-29 23:42:28,477 INFO [train.py:927] (7/8) Epoch 15, batch 400, giga_loss[loss=0.1503, simple_loss=0.2346, pruned_loss=0.03301, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02587, over 45.00 utterances.], tot_loss[loss=0.1666, simple_loss=0.2504, pruned_loss=0.04138, over 2141236.14 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07269, over 17004.21 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2866, pruned_loss=0.0528, over 407661.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.06907, over 1351.35 utterances.], giga_tot_loss[loss=0.1649, simple_loss=0.2483, pruned_loss=0.04076, over 2075686.01 frames. utt_duration=483.4 frames, utt_pad_proportion=0.0728, over 17227.68 utterances.], batch size: 45, lr: 2.66e-04
2022-08-29 23:44:09,644 INFO [train.py:927] (7/8) Epoch 15, batch 450, giga_loss[loss=0.1498, simple_loss=0.2355, pruned_loss=0.032, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.1637, simple_loss=0.247, pruned_loss=0.04017, over 2215027.61 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06802, over 17019.63 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.053, over 448505.22 frames. utt_duration=1174 frames, utt_pad_proportion=0.08724, over 1530.66 utterances.], giga_tot_loss[loss=0.1617, simple_loss=0.2447, pruned_loss=0.03934, over 2157904.74 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06654, over 17311.49 utterances.], batch size: 85, lr: 2.66e-04
2022-08-29 23:45:51,023 INFO [train.py:927] (7/8) Epoch 15, batch 500, giga_loss[loss=0.1939, simple_loss=0.2775, pruned_loss=0.05517, over 12357.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04134, over 37.00 utterances.], tot_loss[loss=0.1722, simple_loss=0.256, pruned_loss=0.04419, over 2272798.68 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06635, over 17335.33 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05432, over 498549.70 frames. utt_duration=1138 frames, utt_pad_proportion=0.09925, over 1754.22 utterances.], giga_tot_loss[loss=0.1697, simple_loss=0.2531, pruned_loss=0.04309, over 2222195.18 frames. utt_duration=503 frames, utt_pad_proportion=0.06381, over 17723.22 utterances.], batch size: 37, lr: 2.66e-04
2022-08-29 23:47:34,323 INFO [train.py:927] (7/8) Epoch 15, batch 550, giga_loss[loss=0.229, simple_loss=0.3166, pruned_loss=0.07068, over 12436.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04399, over 134.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2677, pruned_loss=0.04909, over 2318330.71 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06886, over 17595.67 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2871, pruned_loss=0.05426, over 508230.95 frames. utt_duration=1145 frames, utt_pad_proportion=0.09754, over 1778.45 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2656, pruned_loss=0.04831, over 2278117.05 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06693, over 17941.96 utterances.], batch size: 134, lr: 2.66e-04
2022-08-29 23:49:16,476 INFO [train.py:927] (7/8) Epoch 15, batch 600, libri_loss[loss=0.1722, simple_loss=0.2525, pruned_loss=0.04596, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008531, over 30.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2743, pruned_loss=0.05134, over 2351577.33 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07015, over 18145.13 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.288, pruned_loss=0.05485, over 603725.30 frames. utt_duration=1164 frames, utt_pad_proportion=0.08771, over 2077.27 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2718, pruned_loss=0.05045, over 2312996.63 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06917, over 18899.03 utterances.], batch size: 30, lr: 2.66e-04
2022-08-29 23:50:58,192 INFO [train.py:927] (7/8) Epoch 15, batch 650, giga_loss[loss=0.2082, simple_loss=0.2946, pruned_loss=0.06088, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03291, over 85.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2775, pruned_loss=0.052, over 2378700.72 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06712, over 17943.26 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2868, pruned_loss=0.05404, over 658918.89 frames. utt_duration=1160 frames, utt_pad_proportion=0.0856, over 2276.00 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2755, pruned_loss=0.05142, over 2345050.44 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06646, over 18794.11 utterances.], batch size: 85, lr: 2.66e-04
2022-08-29 23:52:44,556 INFO [train.py:927] (7/8) Epoch 15, batch 700, giga_loss[loss=0.1911, simple_loss=0.2798, pruned_loss=0.0512, over 12447.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03614, over 86.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2815, pruned_loss=0.05418, over 2400118.20 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06633, over 17473.79 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2864, pruned_loss=0.05386, over 712226.04 frames. utt_duration=1141 frames, utt_pad_proportion=0.09348, over 2499.72 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.28, pruned_loss=0.05377, over 2371273.67 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06462, over 18367.78 utterances.], batch size: 86, lr: 2.66e-04
2022-08-29 23:54:26,850 INFO [train.py:927] (7/8) Epoch 15, batch 750, libri_loss[loss=0.1889, simple_loss=0.28, pruned_loss=0.04889, over 12485.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006756, over 36.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2864, pruned_loss=0.056, over 2416310.65 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06665, over 17704.38 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2851, pruned_loss=0.053, over 772748.49 frames. utt_duration=1162 frames, utt_pad_proportion=0.08591, over 2663.89 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2856, pruned_loss=0.05603, over 2391211.95 frames. utt_duration=511 frames, utt_pad_proportion=0.066, over 18773.71 utterances.], batch size: 36, lr: 2.66e-04
2022-08-29 23:56:08,449 INFO [train.py:927] (7/8) Epoch 15, batch 800, libri_loss[loss=0.2262, simple_loss=0.3115, pruned_loss=0.07046, over 12332.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01741, over 41.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2889, pruned_loss=0.05653, over 2428070.43 frames. utt_duration=557 frames, utt_pad_proportion=0.06724, over 17482.76 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2844, pruned_loss=0.05293, over 839219.93 frames. utt_duration=1185 frames, utt_pad_proportion=0.07847, over 2835.33 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.0567, over 2406268.83 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06748, over 18740.19 utterances.], batch size: 41, lr: 2.66e-04
2022-08-29 23:57:47,816 INFO [train.py:927] (7/8) Epoch 15, batch 850, giga_loss[loss=0.2029, simple_loss=0.3037, pruned_loss=0.05109, over 12272.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2906, pruned_loss=0.05632, over 2437705.64 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06615, over 17367.02 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05306, over 871746.13 frames. utt_duration=1170 frames, utt_pad_proportion=0.07895, over 2983.38 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05648, over 2419600.14 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06623, over 18490.66 utterances.], batch size: 54, lr: 2.66e-04
2022-08-29 23:59:30,797 INFO [train.py:927] (7/8) Epoch 15, batch 900, giga_loss[loss=0.1771, simple_loss=0.2707, pruned_loss=0.04176, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04211, over 31.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2907, pruned_loss=0.05556, over 2446239.22 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06246, over 17009.97 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2841, pruned_loss=0.0524, over 903822.52 frames. utt_duration=1185 frames, utt_pad_proportion=0.07601, over 3054.22 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2908, pruned_loss=0.05595, over 2431052.06 frames. utt_duration=539 frames, utt_pad_proportion=0.06307, over 18092.07 utterances.], batch size: 31, lr: 2.66e-04
2022-08-30 00:01:12,289 INFO [train.py:927] (7/8) Epoch 15, batch 950, giga_loss[loss=0.2126, simple_loss=0.2925, pruned_loss=0.06634, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2925, pruned_loss=0.05829, over 2451915.28 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06258, over 16784.58 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.284, pruned_loss=0.05232, over 949940.76 frames. utt_duration=1196 frames, utt_pad_proportion=0.07243, over 3181.09 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05873, over 2439397.63 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06346, over 17894.29 utterances.], batch size: 45, lr: 2.66e-04
2022-08-30 00:02:53,491 INFO [train.py:927] (7/8) Epoch 15, batch 1000, giga_loss[loss=0.1945, simple_loss=0.2833, pruned_loss=0.05285, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.05891, over 2456401.85 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05898, over 16540.74 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2853, pruned_loss=0.05209, over 987667.67 frames. utt_duration=1206 frames, utt_pad_proportion=0.06936, over 3278.73 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.293, pruned_loss=0.05949, over 2445947.76 frames. utt_duration=556 frames, utt_pad_proportion=0.06032, over 17643.00 utterances.], batch size: 70, lr: 2.66e-04
2022-08-30 00:04:32,356 INFO [train.py:927] (7/8) Epoch 15, batch 1050, giga_loss[loss=0.1889, simple_loss=0.2843, pruned_loss=0.04672, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2931, pruned_loss=0.05908, over 2459870.92 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05707, over 16066.21 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05266, over 1031620.55 frames. utt_duration=1204 frames, utt_pad_proportion=0.06754, over 3431.52 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2924, pruned_loss=0.05952, over 2451136.19 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0585, over 17162.42 utterances.], batch size: 113, lr: 2.66e-04
2022-08-30 00:06:15,150 INFO [train.py:927] (7/8) Epoch 15, batch 1100, giga_loss[loss=0.1821, simple_loss=0.27, pruned_loss=0.0471, over 12426.00 frames. utt_duration=513.8 frames, utt_pad_proportion=0.02685, over 97.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05839, over 2462413.23 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05673, over 16204.74 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2865, pruned_loss=0.05208, over 1073908.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06422, over 3528.51 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2916, pruned_loss=0.05914, over 2455469.26 frames. utt_duration=568 frames, utt_pad_proportion=0.05839, over 17338.69 utterances.], batch size: 97, lr: 2.66e-04
2022-08-30 00:07:59,823 INFO [train.py:927] (7/8) Epoch 15, batch 1150, giga_loss[loss=0.2058, simple_loss=0.2795, pruned_loss=0.06603, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2886, pruned_loss=0.05732, over 2465600.47 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05501, over 16748.04 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2857, pruned_loss=0.05177, over 1094542.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.06303, over 3576.31 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.289, pruned_loss=0.05812, over 2460214.50 frames. utt_duration=555 frames, utt_pad_proportion=0.05655, over 17778.45 utterances.], batch size: 182, lr: 2.66e-04
2022-08-30 00:09:41,866 INFO [train.py:927] (7/8) Epoch 15, batch 1200, giga_loss[loss=0.1891, simple_loss=0.281, pruned_loss=0.04861, over 12367.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06069, over 182.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2853, pruned_loss=0.05647, over 2467899.22 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05977, over 17895.03 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2851, pruned_loss=0.0517, over 1148638.77 frames. utt_duration=1232 frames, utt_pad_proportion=0.06075, over 3734.90 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2859, pruned_loss=0.05732, over 2463378.13 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06103, over 19065.55 utterances.], batch size: 182, lr: 2.66e-04
2022-08-30 00:11:25,722 INFO [train.py:927] (7/8) Epoch 15, batch 1250, giga_loss[loss=0.1823, simple_loss=0.2725, pruned_loss=0.04608, over 12341.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2845, pruned_loss=0.0558, over 2469045.88 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05928, over 17321.22 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05182, over 1188090.40 frames. utt_duration=1239 frames, utt_pad_proportion=0.05821, over 3840.43 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.285, pruned_loss=0.05655, over 2465120.01 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06078, over 18532.79 utterances.], batch size: 58, lr: 2.66e-04
2022-08-30 00:13:10,270 INFO [train.py:927] (7/8) Epoch 15, batch 1300, giga_loss[loss=0.1788, simple_loss=0.2603, pruned_loss=0.04864, over 12397.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2821, pruned_loss=0.05469, over 2469922.24 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05935, over 16840.48 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2853, pruned_loss=0.05198, over 1238912.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06372, over 4043.36 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2823, pruned_loss=0.05534, over 2466319.78 frames. utt_duration=546 frames, utt_pad_proportion=0.05942, over 18118.40 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:14:50,127 INFO [train.py:927] (7/8) Epoch 15, batch 1350, giga_loss[loss=0.1807, simple_loss=0.2544, pruned_loss=0.05354, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03657, over 40.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.279, pruned_loss=0.05406, over 2470843.95 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05673, over 16589.24 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2849, pruned_loss=0.05191, over 1263317.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.0619, over 4101.13 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2793, pruned_loss=0.05465, over 2468022.92 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05728, over 17778.04 utterances.], batch size: 40, lr: 2.66e-04
2022-08-30 00:16:32,147 INFO [train.py:927] (7/8) Epoch 15, batch 1400, libri_loss[loss=0.1692, simple_loss=0.252, pruned_loss=0.04319, over 12358.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005067, over 33.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2761, pruned_loss=0.05335, over 2471368.19 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05629, over 16252.63 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05155, over 1286957.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.0619, over 4176.31 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2766, pruned_loss=0.05402, over 2469450.75 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05677, over 17360.23 utterances.], batch size: 33, lr: 2.66e-04
2022-08-30 00:18:12,226 INFO [train.py:927] (7/8) Epoch 15, batch 1450, giga_loss[loss=0.1852, simple_loss=0.2664, pruned_loss=0.052, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2739, pruned_loss=0.05296, over 2472002.38 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05321, over 16129.61 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2839, pruned_loss=0.05164, over 1316300.77 frames. utt_duration=1242 frames, utt_pad_proportion=0.05976, over 4244.23 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2741, pruned_loss=0.05348, over 2470448.75 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05418, over 17214.60 utterances.], batch size: 133, lr: 2.66e-04
2022-08-30 00:19:54,426 INFO [train.py:927] (7/8) Epoch 15, batch 1500, giga_loss[loss=0.1766, simple_loss=0.2499, pruned_loss=0.05163, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04806, over 34.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2715, pruned_loss=0.05227, over 2471414.13 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05288, over 15708.67 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05121, over 1339154.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05821, over 4284.05 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2719, pruned_loss=0.05292, over 2470262.39 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05399, over 16741.12 utterances.], batch size: 34, lr: 2.66e-04
2022-08-30 00:21:36,794 INFO [train.py:927] (7/8) Epoch 15, batch 1550, giga_loss[loss=0.1821, simple_loss=0.2677, pruned_loss=0.0482, over 12327.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03196, over 70.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2715, pruned_loss=0.05237, over 2472047.02 frames. utt_duration=660.4 frames, utt_pad_proportion=0.0499, over 15006.01 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.05138, over 1383560.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.05729, over 4421.34 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2712, pruned_loss=0.05284, over 2471205.09 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05114, over 16103.78 utterances.], batch size: 70, lr: 2.66e-04
2022-08-30 00:23:18,936 INFO [train.py:927] (7/8) Epoch 15, batch 1600, giga_loss[loss=0.1754, simple_loss=0.2644, pruned_loss=0.04315, over 12298.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.03994, over 26.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.275, pruned_loss=0.05424, over 2472414.09 frames. utt_duration=647.1 frames, utt_pad_proportion=0.05126, over 15318.91 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05146, over 1410549.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.05581, over 4497.07 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2745, pruned_loss=0.0546, over 2471695.59 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05244, over 16353.08 utterances.], batch size: 26, lr: 2.66e-04
2022-08-30 00:25:02,080 INFO [train.py:927] (7/8) Epoch 15, batch 1650, giga_loss[loss=0.2183, simple_loss=0.3068, pruned_loss=0.06494, over 12371.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2809, pruned_loss=0.05736, over 2472766.14 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05966, over 16561.61 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05147, over 1431481.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.05453, over 4554.66 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2803, pruned_loss=0.05775, over 2472340.76 frames. utt_duration=565 frames, utt_pad_proportion=0.06049, over 17550.18 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:26:44,994 INFO [train.py:927] (7/8) Epoch 15, batch 1700, giga_loss[loss=0.2217, simple_loss=0.3148, pruned_loss=0.06427, over 12398.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03817, over 37.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.05879, over 2472621.10 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05623, over 16503.57 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2832, pruned_loss=0.05132, over 1467363.18 frames. utt_duration=1269 frames, utt_pad_proportion=0.05248, over 4629.96 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2861, pruned_loss=0.05941, over 2472310.09 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05763, over 17622.88 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:28:25,561 INFO [train.py:927] (7/8) Epoch 15, batch 1750, giga_loss[loss=0.2116, simple_loss=0.2942, pruned_loss=0.0645, over 12358.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03182, over 58.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2909, pruned_loss=0.06064, over 2472457.57 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06335, over 17483.62 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2826, pruned_loss=0.05106, over 1486911.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.05133, over 4658.13 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2912, pruned_loss=0.06143, over 2472557.53 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06436, over 18571.03 utterances.], batch size: 58, lr: 2.66e-04
2022-08-30 00:30:09,132 INFO [train.py:927] (7/8) Epoch 15, batch 1800, giga_loss[loss=0.2074, simple_loss=0.3013, pruned_loss=0.05677, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2897, pruned_loss=0.05886, over 2471851.14 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06888, over 17380.13 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05128, over 1506205.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05779, over 4785.66 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2899, pruned_loss=0.05951, over 2472166.28 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06785, over 18349.74 utterances.], batch size: 123, lr: 2.66e-04
2022-08-30 00:31:50,668 INFO [train.py:927] (7/8) Epoch 15, batch 1850, libri_loss[loss=0.211, simple_loss=0.3083, pruned_loss=0.05686, over 12259.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004178, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2897, pruned_loss=0.05834, over 2472790.58 frames. utt_duration=537.2 frames, utt_pad_proportion=0.07478, over 18464.57 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05123, over 1520684.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05684, over 4833.57 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2898, pruned_loss=0.05897, over 2473006.58 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07407, over 19370.52 utterances.], batch size: 34, lr: 2.66e-04
2022-08-30 00:33:35,989 INFO [train.py:927] (7/8) Epoch 15, batch 1900, giga_loss[loss=0.2322, simple_loss=0.304, pruned_loss=0.08019, over 12274.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0307, over 45.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2921, pruned_loss=0.06028, over 2473077.94 frames. utt_duration=529 frames, utt_pad_proportion=0.0766, over 18752.37 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05117, over 1535106.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05591, over 4864.97 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2924, pruned_loss=0.06091, over 2473069.37 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07627, over 19619.62 utterances.], batch size: 45, lr: 2.66e-04
2022-08-30 00:35:21,000 INFO [train.py:927] (7/8) Epoch 15, batch 1950, giga_loss[loss=0.2428, simple_loss=0.3201, pruned_loss=0.08271, over 12376.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06191, over 2473259.80 frames. utt_duration=532 frames, utt_pad_proportion=0.07347, over 18649.08 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.0509, over 1566775.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.05419, over 4941.27 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2947, pruned_loss=0.0629, over 2473885.72 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07391, over 19708.18 utterances.], batch size: 257, lr: 2.66e-04
2022-08-30 00:37:05,772 INFO [train.py:927] (7/8) Epoch 15, batch 2000, giga_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06036, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2949, pruned_loss=0.06268, over 2472979.70 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06778, over 18058.64 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05077, over 1580262.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05363, over 4985.83 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06368, over 2473505.51 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06865, over 19038.33 utterances.], batch size: 48, lr: 2.66e-04
2022-08-30 00:38:49,247 INFO [train.py:927] (7/8) Epoch 15, batch 2050, giga_loss[loss=0.2268, simple_loss=0.3178, pruned_loss=0.06796, over 12471.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02716, over 55.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06361, over 2472714.90 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06863, over 18195.42 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.05058, over 1593625.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.05276, over 5004.91 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2983, pruned_loss=0.06466, over 2473104.36 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06954, over 19119.06 utterances.], batch size: 55, lr: 2.66e-04
2022-08-30 00:40:34,903 INFO [train.py:927] (7/8) Epoch 15, batch 2100, giga_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.05608, over 12358.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06309, over 2472651.28 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06555, over 17298.31 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05075, over 1615185.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05803, over 5136.89 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2978, pruned_loss=0.06411, over 2473117.20 frames. utt_duration=545 frames, utt_pad_proportion=0.06518, over 18202.15 utterances.], batch size: 85, lr: 2.66e-04
2022-08-30 00:42:17,079 INFO [train.py:927] (7/8) Epoch 15, batch 2150, giga_loss[loss=0.2128, simple_loss=0.2946, pruned_loss=0.06547, over 12436.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05043, over 162.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.296, pruned_loss=0.06265, over 2472355.72 frames. utt_duration=603.3 frames, utt_pad_proportion=0.06298, over 16432.09 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05096, over 1648550.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.0568, over 5244.29 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.297, pruned_loss=0.06377, over 2473027.25 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06329, over 17494.48 utterances.], batch size: 162, lr: 2.66e-04
2022-08-30 00:44:00,791 INFO [train.py:927] (7/8) Epoch 15, batch 2200, giga_loss[loss=0.2218, simple_loss=0.3093, pruned_loss=0.0671, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06194, over 2471184.87 frames. utt_duration=641.8 frames, utt_pad_proportion=0.05875, over 15437.62 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2815, pruned_loss=0.05046, over 1680527.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.05435, over 5295.68 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2968, pruned_loss=0.06357, over 2472091.51 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06005, over 16634.48 utterances.], batch size: 133, lr: 2.66e-04
2022-08-30 00:45:43,031 INFO [train.py:927] (7/8) Epoch 15, batch 2250, giga_loss[loss=0.1794, simple_loss=0.2685, pruned_loss=0.04514, over 12393.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03278, over 37.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2959, pruned_loss=0.06231, over 2471794.75 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05947, over 15929.81 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.05059, over 1696113.37 frames. utt_duration=1268 frames, utt_pad_proportion=0.0542, over 5357.51 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06373, over 2472615.18 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06052, over 17011.03 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:47:26,959 INFO [train.py:927] (7/8) Epoch 15, batch 2300, giga_loss[loss=0.2155, simple_loss=0.2896, pruned_loss=0.07067, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2952, pruned_loss=0.06202, over 2472213.07 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05873, over 15541.04 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05037, over 1718941.91 frames. utt_duration=1276 frames, utt_pad_proportion=0.05247, over 5393.32 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06358, over 2473003.88 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06021, over 16650.61 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 00:49:10,031 INFO [train.py:927] (7/8) Epoch 15, batch 2350, giga_loss[loss=0.1967, simple_loss=0.2791, pruned_loss=0.05715, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2934, pruned_loss=0.0614, over 2472091.27 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05991, over 16255.85 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2813, pruned_loss=0.05026, over 1726508.10 frames. utt_duration=1280 frames, utt_pad_proportion=0.05194, over 5403.38 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2951, pruned_loss=0.06278, over 2472671.61 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06113, over 17203.41 utterances.], batch size: 43, lr: 2.65e-04
2022-08-30 00:50:54,978 INFO [train.py:927] (7/8) Epoch 15, batch 2400, giga_loss[loss=0.2117, simple_loss=0.2886, pruned_loss=0.06736, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02722, over 66.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2922, pruned_loss=0.06132, over 2472145.65 frames. utt_duration=620.8 frames, utt_pad_proportion=0.06057, over 15966.28 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05047, over 1748435.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05102, over 5486.41 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2935, pruned_loss=0.0626, over 2472754.76 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06192, over 16940.14 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 00:52:37,396 INFO [train.py:927] (7/8) Epoch 15, batch 2450, giga_loss[loss=0.226, simple_loss=0.2937, pruned_loss=0.07909, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04147, over 31.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2889, pruned_loss=0.06006, over 2472011.96 frames. utt_duration=628.6 frames, utt_pad_proportion=0.06018, over 15766.39 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.05048, over 1755759.79 frames. utt_duration=1274 frames, utt_pad_proportion=0.05058, over 5517.46 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.29, pruned_loss=0.06115, over 2472385.66 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06148, over 16602.35 utterances.], batch size: 31, lr: 2.65e-04
2022-08-30 00:54:18,547 INFO [train.py:927] (7/8) Epoch 15, batch 2500, giga_loss[loss=0.1671, simple_loss=0.2505, pruned_loss=0.04186, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03472, over 31.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.286, pruned_loss=0.05894, over 2472567.49 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05895, over 15796.46 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05083, over 1766325.45 frames. utt_duration=1251 frames, utt_pad_proportion=0.05731, over 5652.75 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2865, pruned_loss=0.0597, over 2472983.89 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05802, over 16477.04 utterances.], batch size: 31, lr: 2.65e-04
2022-08-30 00:56:02,075 INFO [train.py:927] (7/8) Epoch 15, batch 2550, giga_loss[loss=0.1885, simple_loss=0.2682, pruned_loss=0.05439, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03462, over 37.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.284, pruned_loss=0.05763, over 2472156.11 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05735, over 15900.75 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05067, over 1779906.20 frames. utt_duration=1258 frames, utt_pad_proportion=0.05643, over 5665.67 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2845, pruned_loss=0.05846, over 2472889.10 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05695, over 16618.35 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 00:57:43,909 INFO [train.py:927] (7/8) Epoch 15, batch 2600, giga_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05855, over 12362.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.05776, over 2472526.50 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05457, over 16070.76 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2828, pruned_loss=0.05097, over 1806764.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05551, over 5750.32 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2858, pruned_loss=0.05849, over 2473437.00 frames. utt_duration=585 frames, utt_pad_proportion=0.05462, over 16955.11 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 00:59:26,477 INFO [train.py:927] (7/8) Epoch 15, batch 2650, giga_loss[loss=0.2195, simple_loss=0.2959, pruned_loss=0.07153, over 12333.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2874, pruned_loss=0.05782, over 2473517.93 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05662, over 17292.23 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.0514, over 1819908.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05432, over 5786.00 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2871, pruned_loss=0.05823, over 2474324.70 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05688, over 18162.72 utterances.], batch size: 368, lr: 2.65e-04
2022-08-30 01:01:08,514 INFO [train.py:927] (7/8) Epoch 15, batch 2700, giga_loss[loss=0.1769, simple_loss=0.2636, pruned_loss=0.04513, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03609, over 37.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2861, pruned_loss=0.05643, over 2473849.27 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05706, over 18076.61 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.0514, over 1822976.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05404, over 5790.07 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2859, pruned_loss=0.05679, over 2474651.27 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05733, over 18805.82 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 01:02:51,685 INFO [train.py:927] (7/8) Epoch 15, batch 2750, giga_loss[loss=0.1794, simple_loss=0.2737, pruned_loss=0.04254, over 12387.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02569, over 66.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2869, pruned_loss=0.05645, over 2474882.88 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05577, over 18892.92 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2838, pruned_loss=0.05147, over 1829311.66 frames. utt_duration=1262 frames, utt_pad_proportion=0.05351, over 5804.11 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2866, pruned_loss=0.05673, over 2475658.71 frames. utt_duration=507.7 frames, utt_pad_proportion=0.05615, over 19562.24 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:04:33,360 INFO [train.py:927] (7/8) Epoch 15, batch 2800, giga_loss[loss=0.2115, simple_loss=0.3065, pruned_loss=0.05827, over 12273.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02732, over 54.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2891, pruned_loss=0.05765, over 2474408.91 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05737, over 18481.04 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2843, pruned_loss=0.05168, over 1848068.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05208, over 5846.56 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2886, pruned_loss=0.05788, over 2475369.18 frames. utt_duration=513.6 frames, utt_pad_proportion=0.05803, over 19333.17 utterances.], batch size: 54, lr: 2.65e-04
2022-08-30 01:06:15,826 INFO [train.py:927] (7/8) Epoch 15, batch 2850, giga_loss[loss=0.2154, simple_loss=0.2951, pruned_loss=0.06788, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.289, pruned_loss=0.05732, over 2474343.37 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05753, over 17850.86 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05168, over 1854163.72 frames. utt_duration=1269 frames, utt_pad_proportion=0.05173, over 5851.06 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2888, pruned_loss=0.05756, over 2475245.82 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05817, over 18631.80 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 01:07:58,481 INFO [train.py:927] (7/8) Epoch 15, batch 2900, giga_loss[loss=0.1913, simple_loss=0.272, pruned_loss=0.05531, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04445, over 34.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2896, pruned_loss=0.05739, over 2474838.57 frames. utt_duration=542 frames, utt_pad_proportion=0.06062, over 18314.54 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05176, over 1857364.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05145, over 5856.81 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2893, pruned_loss=0.05755, over 2475451.87 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06111, over 18977.52 utterances.], batch size: 34, lr: 2.65e-04
2022-08-30 01:09:38,170 INFO [train.py:927] (7/8) Epoch 15, batch 2950, giga_loss[loss=0.2137, simple_loss=0.3082, pruned_loss=0.05956, over 12446.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04269, over 114.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2876, pruned_loss=0.05625, over 2473676.46 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05602, over 17156.65 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05164, over 1869284.81 frames. utt_duration=1273 frames, utt_pad_proportion=0.05063, over 5880.35 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2877, pruned_loss=0.05655, over 2474470.35 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05688, over 17872.10 utterances.], batch size: 114, lr: 2.65e-04
2022-08-30 01:11:19,763 INFO [train.py:927] (7/8) Epoch 15, batch 3000, giga_loss[loss=0.1948, simple_loss=0.2793, pruned_loss=0.05514, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2852, pruned_loss=0.05532, over 2473386.75 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05284, over 16265.51 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05149, over 1889835.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.04911, over 5920.85 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2854, pruned_loss=0.0558, over 2474290.65 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05423, over 17140.55 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 01:11:19,764 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 01:11:34,481 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1786, simple_loss=0.2866, pruned_loss=0.03529, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 01:13:14,218 INFO [train.py:927] (7/8) Epoch 15, batch 3050, giga_loss[loss=0.2091, simple_loss=0.3062, pruned_loss=0.05598, over 12402.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03816, over 113.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2871, pruned_loss=0.05535, over 2474047.58 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05594, over 16978.53 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05155, over 1904286.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04793, over 5950.58 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2872, pruned_loss=0.05578, over 2474767.06 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05724, over 17886.95 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:14:55,660 INFO [train.py:927] (7/8) Epoch 15, batch 3100, giga_loss[loss=0.1897, simple_loss=0.2636, pruned_loss=0.05791, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0301, over 45.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.05669, over 2474288.64 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05397, over 17426.71 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05155, over 1904286.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04793, over 5950.58 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05703, over 2474848.62 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05505, over 18133.75 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 01:16:33,862 INFO [train.py:927] (7/8) Epoch 15, batch 3150, giga_loss[loss=0.1809, simple_loss=0.2682, pruned_loss=0.04677, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03074, over 80.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2868, pruned_loss=0.05667, over 2474067.46 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05241, over 16560.04 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2845, pruned_loss=0.05169, over 1932041.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05099, over 6089.76 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2868, pruned_loss=0.05708, over 2474653.12 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05265, over 17514.88 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 01:18:12,990 INFO [train.py:927] (7/8) Epoch 15, batch 3200, giga_loss[loss=0.2175, simple_loss=0.291, pruned_loss=0.07197, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0275, over 48.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2859, pruned_loss=0.05706, over 2474827.17 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05505, over 16898.92 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05212, over 1940382.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.06093, over 6258.00 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2856, pruned_loss=0.05716, over 2475076.94 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05199, over 17639.23 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 01:19:59,267 INFO [train.py:927] (7/8) Epoch 15, batch 3250, giga_loss[loss=0.1892, simple_loss=0.2702, pruned_loss=0.05415, over 12260.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02827, over 54.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2825, pruned_loss=0.05577, over 2474117.04 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05367, over 16381.82 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.05227, over 1961105.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06452, over 6354.01 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2822, pruned_loss=0.0559, over 2474572.18 frames. utt_duration=574.7 frames, utt_pad_proportion=0.04987, over 17267.88 utterances.], batch size: 54, lr: 2.65e-04
2022-08-30 01:21:43,334 INFO [train.py:927] (7/8) Epoch 15, batch 3300, giga_loss[loss=0.2364, simple_loss=0.3033, pruned_loss=0.08474, over 12345.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1912, over 363.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2802, pruned_loss=0.05516, over 2474615.68 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05633, over 16718.13 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05242, over 1966339.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06391, over 6372.43 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2797, pruned_loss=0.05519, over 2474873.42 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0534, over 17482.22 utterances.], batch size: 363, lr: 2.65e-04
2022-08-30 01:23:22,320 INFO [train.py:927] (7/8) Epoch 15, batch 3350, giga_loss[loss=0.2128, simple_loss=0.3011, pruned_loss=0.06224, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2827, pruned_loss=0.0558, over 2474418.85 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05553, over 16652.00 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05251, over 1981058.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06226, over 6399.08 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2813, pruned_loss=0.05583, over 2474938.82 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05372, over 17529.19 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:25:01,989 INFO [train.py:927] (7/8) Epoch 15, batch 3400, giga_loss[loss=0.2137, simple_loss=0.3025, pruned_loss=0.06247, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05621, over 2473412.25 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05572, over 16570.00 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.05264, over 1993222.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06076, over 6414.98 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2832, pruned_loss=0.0562, over 2473845.88 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05472, over 17485.11 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:26:42,438 INFO [train.py:927] (7/8) Epoch 15, batch 3450, giga_loss[loss=0.2128, simple_loss=0.2957, pruned_loss=0.06498, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04268, over 31.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2871, pruned_loss=0.05754, over 2473875.54 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05393, over 16692.48 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2866, pruned_loss=0.05279, over 2002828.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05973, over 6424.61 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.286, pruned_loss=0.0575, over 2474139.27 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05351, over 17590.08 utterances.], batch size: 31, lr: 2.65e-04
2022-08-30 01:28:29,021 INFO [train.py:927] (7/8) Epoch 15, batch 3500, libri_loss[loss=0.2095, simple_loss=0.3059, pruned_loss=0.05658, over 12399.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008606, over 38.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2939, pruned_loss=0.06257, over 2474603.18 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06122, over 17982.82 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05296, over 2016954.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.05803, over 6444.60 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2931, pruned_loss=0.06268, over 2474681.14 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0612, over 19007.99 utterances.], batch size: 38, lr: 2.65e-04
2022-08-30 01:30:11,667 INFO [train.py:927] (7/8) Epoch 15, batch 3550, giga_loss[loss=0.2112, simple_loss=0.292, pruned_loss=0.06525, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2979, pruned_loss=0.06522, over 2474869.06 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06989, over 18891.04 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2866, pruned_loss=0.05285, over 2026054.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05713, over 6447.64 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06557, over 2474934.44 frames. utt_duration=499 frames, utt_pad_proportion=0.06969, over 19900.16 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 01:31:55,739 INFO [train.py:927] (7/8) Epoch 15, batch 3600, giga_loss[loss=0.2375, simple_loss=0.3251, pruned_loss=0.07496, over 12373.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03545, over 122.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3048, pruned_loss=0.07023, over 2474516.73 frames. utt_duration=518 frames, utt_pad_proportion=0.0713, over 19161.31 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2869, pruned_loss=0.05298, over 2034848.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05632, over 6476.60 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.07067, over 2474665.23 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0714, over 20159.13 utterances.], batch size: 122, lr: 2.65e-04
2022-08-30 01:33:38,960 INFO [train.py:927] (7/8) Epoch 15, batch 3650, giga_loss[loss=0.2586, simple_loss=0.333, pruned_loss=0.09207, over 12387.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03984, over 113.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3087, pruned_loss=0.07272, over 2474561.54 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07313, over 20026.11 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05315, over 2043613.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06014, over 6566.16 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3086, pruned_loss=0.0733, over 2474646.56 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07216, over 20982.00 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:35:25,009 INFO [train.py:927] (7/8) Epoch 15, batch 3700, giga_loss[loss=0.3034, simple_loss=0.3718, pruned_loss=0.1175, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04803, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3152, pruned_loss=0.0787, over 2474069.93 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07933, over 21594.56 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.0532, over 2051897.82 frames. utt_duration=1250 frames, utt_pad_proportion=0.05901, over 6575.81 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3155, pruned_loss=0.07955, over 2474376.08 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07878, over 22612.27 utterances.], batch size: 161, lr: 2.65e-04
2022-08-30 01:37:11,684 INFO [train.py:927] (7/8) Epoch 15, batch 3750, giga_loss[loss=0.2416, simple_loss=0.3165, pruned_loss=0.08334, over 12361.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03596, over 132.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3176, pruned_loss=0.08101, over 2474166.87 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07773, over 21569.98 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05326, over 2066069.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.0572, over 6584.57 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3188, pruned_loss=0.0825, over 2474772.99 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07797, over 22855.62 utterances.], batch size: 132, lr: 2.65e-04
2022-08-30 01:38:54,730 INFO [train.py:927] (7/8) Epoch 15, batch 3800, giga_loss[loss=0.2424, simple_loss=0.323, pruned_loss=0.08096, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03792, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.316, pruned_loss=0.0806, over 2473522.96 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07643, over 20974.64 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05328, over 2079843.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.05547, over 6598.70 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08266, over 2474272.61 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07733, over 22461.02 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:40:33,591 INFO [train.py:927] (7/8) Epoch 15, batch 3850, giga_loss[loss=0.2219, simple_loss=0.3193, pruned_loss=0.06222, over 12385.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3162, pruned_loss=0.07975, over 2473373.96 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07404, over 20747.63 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05326, over 2096758.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05356, over 6615.27 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3192, pruned_loss=0.08256, over 2474395.28 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07568, over 22532.10 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 01:42:19,856 INFO [train.py:927] (7/8) Epoch 15, batch 3900, libri_loss[loss=0.1621, simple_loss=0.2502, pruned_loss=0.03703, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01173, over 28.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3181, pruned_loss=0.08175, over 2473765.88 frames. utt_duration=435 frames, utt_pad_proportion=0.08219, over 22823.75 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05307, over 2104363.58 frames. utt_duration=1274 frames, utt_pad_proportion=0.05288, over 6614.92 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3216, pruned_loss=0.0847, over 2474460.63 frames. utt_duration=404.5 frames, utt_pad_proportion=0.08323, over 24557.01 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 01:44:03,161 INFO [train.py:927] (7/8) Epoch 15, batch 3950, giga_loss[loss=0.1784, simple_loss=0.284, pruned_loss=0.03645, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03126, over 28.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3175, pruned_loss=0.08058, over 2474410.36 frames. utt_duration=424.9 frames, utt_pad_proportion=0.0832, over 23375.32 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05306, over 2115377.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05173, over 6639.07 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3213, pruned_loss=0.08372, over 2474912.16 frames. utt_duration=394.4 frames, utt_pad_proportion=0.08448, over 25194.14 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 01:45:47,658 INFO [train.py:927] (7/8) Epoch 15, batch 4000, giga_loss[loss=0.2371, simple_loss=0.3173, pruned_loss=0.07841, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3134, pruned_loss=0.07691, over 2474366.60 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07872, over 22078.34 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05295, over 2128973.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.04998, over 6634.61 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3177, pruned_loss=0.08046, over 2475268.94 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08088, over 24145.23 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 01:47:31,173 INFO [train.py:927] (7/8) Epoch 15, batch 4050, giga_loss[loss=0.2317, simple_loss=0.3053, pruned_loss=0.079, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3122, pruned_loss=0.07605, over 2474876.11 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07973, over 21956.20 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05299, over 2135718.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04924, over 6648.84 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.316, pruned_loss=0.07923, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 162, lr: 2.65e-04
2022-08-30 01:49:21,021 INFO [train.py:927] (7/8) Epoch 15, batch 4100, giga_loss[loss=0.2181, simple_loss=0.3067, pruned_loss=0.06481, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02925, over 48.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3124, pruned_loss=0.0759, over 2474708.09 frames. utt_duration=465 frames, utt_pad_proportion=0.0771, over 21356.39 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2869, pruned_loss=0.05353, over 2144043.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05303, over 6742.05 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3154, pruned_loss=0.07852, over 2475425.19 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07808, over 23116.04 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 01:51:09,730 INFO [train.py:927] (7/8) Epoch 15, batch 4150, giga_loss[loss=0.2352, simple_loss=0.3228, pruned_loss=0.07378, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03524, over 105.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3142, pruned_loss=0.07461, over 2474935.26 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07762, over 21717.08 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2877, pruned_loss=0.05341, over 2148685.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.0524, over 6747.84 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3163, pruned_loss=0.07706, over 2475778.61 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07861, over 23293.13 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 01:52:57,164 INFO [train.py:927] (7/8) Epoch 15, batch 4200, giga_loss[loss=0.2229, simple_loss=0.3024, pruned_loss=0.07174, over 12200.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.03767, over 33.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3149, pruned_loss=0.07499, over 2474717.54 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07458, over 21385.84 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2882, pruned_loss=0.05372, over 2155086.82 frames. utt_duration=1274 frames, utt_pad_proportion=0.0516, over 6774.75 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3166, pruned_loss=0.07707, over 2475445.51 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07591, over 22878.95 utterances.], batch size: 33, lr: 2.65e-04
2022-08-30 01:54:42,615 INFO [train.py:927] (7/8) Epoch 15, batch 4250, giga_loss[loss=0.2545, simple_loss=0.3285, pruned_loss=0.09024, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.313, pruned_loss=0.07444, over 2474660.91 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06917, over 21045.26 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.288, pruned_loss=0.05379, over 2165365.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.05018, over 6767.78 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3153, pruned_loss=0.07671, over 2475909.48 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07116, over 22705.25 utterances.], batch size: 146, lr: 2.65e-04
2022-08-30 01:56:28,974 INFO [train.py:927] (7/8) Epoch 15, batch 4300, giga_loss[loss=0.2036, simple_loss=0.2891, pruned_loss=0.05907, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03726, over 105.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3108, pruned_loss=0.07434, over 2474358.01 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07829, over 21799.34 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2882, pruned_loss=0.05389, over 2171375.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.04965, over 6787.14 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3129, pruned_loss=0.07645, over 2475471.68 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07959, over 23370.71 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 01:58:17,769 INFO [train.py:927] (7/8) Epoch 15, batch 4350, giga_loss[loss=0.2143, simple_loss=0.3021, pruned_loss=0.06326, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03182, over 42.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3102, pruned_loss=0.073, over 2473651.61 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07828, over 21289.09 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05397, over 2177443.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.04988, over 6829.90 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07496, over 2474494.12 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07947, over 22751.55 utterances.], batch size: 42, lr: 2.65e-04
2022-08-30 02:00:02,958 INFO [train.py:927] (7/8) Epoch 15, batch 4400, giga_loss[loss=0.1985, simple_loss=0.2836, pruned_loss=0.0567, over 12287.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02505, over 54.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3101, pruned_loss=0.07348, over 2473825.92 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0768, over 21403.85 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2882, pruned_loss=0.05399, over 2184500.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.04884, over 6831.21 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3124, pruned_loss=0.07547, over 2474757.56 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07831, over 22906.46 utterances.], batch size: 54, lr: 2.65e-04
2022-08-30 02:01:45,621 INFO [train.py:927] (7/8) Epoch 15, batch 4450, libri_loss[loss=0.2038, simple_loss=0.2939, pruned_loss=0.05689, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006195, over 35.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3081, pruned_loss=0.0721, over 2474821.96 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07566, over 21013.37 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05426, over 2194511.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.0517, over 6914.81 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3101, pruned_loss=0.07409, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 35, lr: 2.65e-04
2022-08-30 02:03:30,847 INFO [train.py:927] (7/8) Epoch 15, batch 4500, giga_loss[loss=0.1828, simple_loss=0.2617, pruned_loss=0.05198, over 12185.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03214, over 36.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3066, pruned_loss=0.07221, over 2475095.44 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07608, over 21120.91 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05435, over 2199896.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05093, over 6923.51 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3085, pruned_loss=0.07404, over 2475848.75 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0771, over 22648.24 utterances.], batch size: 36, lr: 2.65e-04
2022-08-30 02:05:16,315 INFO [train.py:927] (7/8) Epoch 15, batch 4550, giga_loss[loss=0.2192, simple_loss=0.3005, pruned_loss=0.06901, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3053, pruned_loss=0.07188, over 2475041.30 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07737, over 21088.90 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2891, pruned_loss=0.05444, over 2205154.95 frames. utt_duration=1270 frames, utt_pad_proportion=0.05098, over 6956.01 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3068, pruned_loss=0.07357, over 2475823.13 frames. utt_duration=441 frames, utt_pad_proportion=0.07824, over 22530.13 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 02:07:03,105 INFO [train.py:927] (7/8) Epoch 15, batch 4600, giga_loss[loss=0.2134, simple_loss=0.2964, pruned_loss=0.0652, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04263, over 37.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3058, pruned_loss=0.07178, over 2474919.87 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08183, over 21595.25 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2894, pruned_loss=0.05438, over 2214310.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05045, over 6991.36 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07371, over 2475676.62 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08268, over 23157.58 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 02:08:46,652 INFO [train.py:927] (7/8) Epoch 15, batch 4650, giga_loss[loss=0.2017, simple_loss=0.2966, pruned_loss=0.05344, over 12330.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03333, over 51.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3049, pruned_loss=0.07014, over 2473678.35 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07629, over 20398.37 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.289, pruned_loss=0.05416, over 2221228.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.04927, over 6975.84 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.0723, over 2474990.24 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07796, over 22044.45 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 02:10:35,810 INFO [train.py:927] (7/8) Epoch 15, batch 4700, giga_loss[loss=0.2312, simple_loss=0.3193, pruned_loss=0.07161, over 12338.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02915, over 66.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3052, pruned_loss=0.07071, over 2474174.75 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07661, over 20571.49 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2886, pruned_loss=0.05395, over 2226510.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.04947, over 7003.98 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3074, pruned_loss=0.07287, over 2474984.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07805, over 22087.50 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 02:12:19,469 INFO [train.py:927] (7/8) Epoch 15, batch 4750, giga_loss[loss=0.2341, simple_loss=0.3134, pruned_loss=0.07736, over 12334.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02842, over 66.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3059, pruned_loss=0.07221, over 2474046.17 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07247, over 20278.12 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2881, pruned_loss=0.05386, over 2232495.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.04853, over 6994.92 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3084, pruned_loss=0.0744, over 2474813.19 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07436, over 21800.83 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 02:14:01,821 INFO [train.py:927] (7/8) Epoch 15, batch 4800, giga_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.06605, over 12466.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03376, over 98.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.0722, over 2473821.16 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07098, over 19868.24 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05399, over 2239350.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05371, over 7101.06 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3079, pruned_loss=0.07435, over 2474720.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07148, over 21341.67 utterances.], batch size: 98, lr: 2.65e-04
2022-08-30 02:15:41,470 INFO [train.py:927] (7/8) Epoch 15, batch 4850, giga_loss[loss=0.1957, simple_loss=0.289, pruned_loss=0.0512, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03073, over 62.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07042, over 2473290.04 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06887, over 19223.91 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05381, over 2245804.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05728, over 7164.28 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3067, pruned_loss=0.07274, over 2474438.46 frames. utt_duration=480 frames, utt_pad_proportion=0.06858, over 20682.88 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 02:17:22,144 INFO [train.py:927] (7/8) Epoch 15, batch 4900, giga_loss[loss=0.2076, simple_loss=0.2919, pruned_loss=0.06161, over 12447.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3042, pruned_loss=0.07002, over 2473610.39 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06799, over 19106.21 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2885, pruned_loss=0.05411, over 2252690.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06086, over 7250.00 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07206, over 2474377.09 frames. utt_duration=484 frames, utt_pad_proportion=0.06673, over 20509.97 utterances.], batch size: 98, lr: 2.65e-04
2022-08-30 02:19:08,234 INFO [train.py:927] (7/8) Epoch 15, batch 4950, giga_loss[loss=0.2363, simple_loss=0.3117, pruned_loss=0.08046, over 12354.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02867, over 85.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3044, pruned_loss=0.0712, over 2473665.73 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06733, over 18944.80 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.0542, over 2255035.20 frames. utt_duration=1232 frames, utt_pad_proportion=0.06538, over 7330.08 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3061, pruned_loss=0.07287, over 2474140.70 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06496, over 20079.06 utterances.], batch size: 85, lr: 2.65e-04
2022-08-30 02:20:53,776 INFO [train.py:927] (7/8) Epoch 15, batch 5000, giga_loss[loss=0.1988, simple_loss=0.2972, pruned_loss=0.05019, over 12419.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04072, over 40.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3084, pruned_loss=0.07378, over 2473711.93 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07372, over 20667.18 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2882, pruned_loss=0.05427, over 2260305.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06446, over 7308.89 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07551, over 2474232.71 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07204, over 21893.07 utterances.], batch size: 40, lr: 2.65e-04
2022-08-30 02:22:38,151 INFO [train.py:927] (7/8) Epoch 15, batch 5050, giga_loss[loss=0.2766, simple_loss=0.3523, pruned_loss=0.1005, over 12365.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0535, over 161.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3101, pruned_loss=0.07321, over 2475011.33 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06917, over 20706.38 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05396, over 2265722.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.06317, over 7295.35 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3127, pruned_loss=0.07529, over 2475323.14 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0685, over 22008.69 utterances.], batch size: 161, lr: 2.65e-04
2022-08-30 02:24:19,273 INFO [train.py:927] (7/8) Epoch 15, batch 5100, giga_loss[loss=0.2459, simple_loss=0.322, pruned_loss=0.08488, over 12314.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03672, over 51.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3101, pruned_loss=0.0734, over 2473287.59 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06408, over 19502.31 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05341, over 2272965.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.06142, over 7255.27 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3138, pruned_loss=0.07627, over 2474426.42 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06442, over 21067.73 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 02:26:06,102 INFO [train.py:927] (7/8) Epoch 15, batch 5150, giga_loss[loss=0.2419, simple_loss=0.3198, pruned_loss=0.08195, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3103, pruned_loss=0.07468, over 2473774.04 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06786, over 19631.33 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05342, over 2278963.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.06001, over 7248.61 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3142, pruned_loss=0.07751, over 2474637.28 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06834, over 21212.27 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 02:27:51,213 INFO [train.py:927] (7/8) Epoch 15, batch 5200, giga_loss[loss=0.2238, simple_loss=0.3039, pruned_loss=0.07181, over 12329.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03204, over 85.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3103, pruned_loss=0.07513, over 2474218.72 frames. utt_duration=491 frames, utt_pad_proportion=0.07294, over 20218.08 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.05345, over 2282720.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05899, over 7250.57 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3134, pruned_loss=0.07772, over 2475004.44 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07334, over 21694.51 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 02:29:36,385 INFO [train.py:927] (7/8) Epoch 15, batch 5250, libri_loss[loss=0.1579, simple_loss=0.2421, pruned_loss=0.03681, over 12391.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00976, over 30.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3101, pruned_loss=0.07517, over 2474990.85 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0719, over 20194.18 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.0536, over 2289239.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.06347, over 7355.64 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3132, pruned_loss=0.07783, over 2475700.62 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07122, over 21695.04 utterances.], batch size: 30, lr: 2.64e-04
2022-08-30 02:31:23,194 INFO [train.py:927] (7/8) Epoch 15, batch 5300, giga_loss[loss=0.2452, simple_loss=0.3236, pruned_loss=0.08334, over 12415.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07525, over 2474601.77 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07189, over 20031.53 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05331, over 2293465.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.06235, over 7340.88 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3123, pruned_loss=0.07816, over 2475516.71 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0718, over 21553.08 utterances.], batch size: 162, lr: 2.64e-04
2022-08-30 02:33:06,645 INFO [train.py:927] (7/8) Epoch 15, batch 5350, giga_loss[loss=0.2243, simple_loss=0.3063, pruned_loss=0.07112, over 12456.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.07602, over 2475183.71 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07063, over 19997.32 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2863, pruned_loss=0.05325, over 2294405.85 frames. utt_duration=1253 frames, utt_pad_proportion=0.06212, over 7334.17 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3129, pruned_loss=0.07843, over 2475871.22 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0707, over 21243.75 utterances.], batch size: 86, lr: 2.64e-04
2022-08-30 02:34:54,388 INFO [train.py:927] (7/8) Epoch 15, batch 5400, giga_loss[loss=0.2442, simple_loss=0.3242, pruned_loss=0.08214, over 12374.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04216, over 133.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3099, pruned_loss=0.07602, over 2475472.62 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07371, over 20242.47 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05315, over 2298112.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.06122, over 7320.53 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07843, over 2475934.16 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07398, over 21477.77 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 02:36:41,777 INFO [train.py:927] (7/8) Epoch 15, batch 5450, giga_loss[loss=0.2382, simple_loss=0.3415, pruned_loss=0.06744, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03374, over 42.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3113, pruned_loss=0.07426, over 2475141.20 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07434, over 19996.71 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05316, over 2298938.22 frames. utt_duration=1258 frames, utt_pad_proportion=0.06095, over 7319.93 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3135, pruned_loss=0.07625, over 2475561.04 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07463, over 21024.39 utterances.], batch size: 42, lr: 2.64e-04
2022-08-30 02:38:27,864 INFO [train.py:927] (7/8) Epoch 15, batch 5500, giga_loss[loss=0.2392, simple_loss=0.3183, pruned_loss=0.08005, over 12348.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03353, over 104.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3131, pruned_loss=0.07422, over 2474685.91 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06959, over 19486.32 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05328, over 2303158.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.06, over 7326.95 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3152, pruned_loss=0.07616, over 2475146.39 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07044, over 20569.48 utterances.], batch size: 104, lr: 2.64e-04
2022-08-30 02:40:12,382 INFO [train.py:927] (7/8) Epoch 15, batch 5550, giga_loss[loss=0.2025, simple_loss=0.2971, pruned_loss=0.05397, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03602, over 30.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3152, pruned_loss=0.07634, over 2474618.89 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06512, over 18988.51 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05333, over 2305798.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.05955, over 7345.87 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3172, pruned_loss=0.07815, over 2474919.97 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06622, over 19994.79 utterances.], batch size: 30, lr: 2.64e-04
2022-08-30 02:41:56,672 INFO [train.py:927] (7/8) Epoch 15, batch 5600, giga_loss[loss=0.3231, simple_loss=0.3666, pruned_loss=0.1398, over 12359.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1129, over 260.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3154, pruned_loss=0.07698, over 2474566.16 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06689, over 19909.98 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05324, over 2307525.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.0591, over 7334.44 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3175, pruned_loss=0.07869, over 2474764.94 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06781, over 20821.47 utterances.], batch size: 260, lr: 2.64e-04
2022-08-30 02:43:40,652 INFO [train.py:927] (7/8) Epoch 15, batch 5650, libri_loss[loss=0.212, simple_loss=0.3058, pruned_loss=0.05909, over 12446.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03488, over 46.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3148, pruned_loss=0.0746, over 2475043.99 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06732, over 19590.31 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05326, over 2312557.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.05773, over 7332.59 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3171, pruned_loss=0.07655, over 2475100.21 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06852, over 20653.35 utterances.], batch size: 46, lr: 2.64e-04
2022-08-30 02:45:25,813 INFO [train.py:927] (7/8) Epoch 15, batch 5700, giga_loss[loss=0.2173, simple_loss=0.2986, pruned_loss=0.06798, over 12465.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02558, over 55.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3146, pruned_loss=0.07452, over 2475313.49 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07045, over 19886.31 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05319, over 2316271.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05657, over 7329.24 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.317, pruned_loss=0.07663, over 2475656.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07164, over 21021.49 utterances.], batch size: 55, lr: 2.64e-04
2022-08-30 02:47:10,365 INFO [train.py:927] (7/8) Epoch 15, batch 5750, libri_loss[loss=0.1963, simple_loss=0.2928, pruned_loss=0.04987, over 12381.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01435, over 41.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3131, pruned_loss=0.07457, over 2475897.41 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07266, over 20772.76 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05316, over 2318810.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.05587, over 7329.35 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3154, pruned_loss=0.07657, over 2476023.18 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07377, over 21852.69 utterances.], batch size: 41, lr: 2.64e-04
2022-08-30 02:48:56,899 INFO [train.py:927] (7/8) Epoch 15, batch 5800, giga_loss[loss=0.2616, simple_loss=0.3328, pruned_loss=0.09515, over 12410.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05704, over 182.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07406, over 2475593.98 frames. utt_duration=480 frames, utt_pad_proportion=0.0707, over 20692.56 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05308, over 2323745.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05532, over 7325.11 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07642, over 2476151.59 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07199, over 22003.68 utterances.], batch size: 182, lr: 2.64e-04
2022-08-30 02:50:41,228 INFO [train.py:927] (7/8) Epoch 15, batch 5850, giga_loss[loss=0.2357, simple_loss=0.3066, pruned_loss=0.08236, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3107, pruned_loss=0.07509, over 2475582.07 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07175, over 20819.58 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05304, over 2328151.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05395, over 7311.51 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3138, pruned_loss=0.07759, over 2476121.87 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07324, over 22240.23 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 02:52:25,261 INFO [train.py:927] (7/8) Epoch 15, batch 5900, libri_loss[loss=0.1754, simple_loss=0.2739, pruned_loss=0.03842, over 12370.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007534, over 31.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3079, pruned_loss=0.07248, over 2475622.35 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07138, over 21476.64 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05278, over 2330269.31 frames. utt_duration=1280 frames, utt_pad_proportion=0.05338, over 7291.94 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.311, pruned_loss=0.07496, over 2476123.96 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07277, over 22804.41 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 02:54:13,913 INFO [train.py:927] (7/8) Epoch 15, batch 5950, libri_loss[loss=0.2217, simple_loss=0.314, pruned_loss=0.06471, over 12332.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006998, over 33.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3066, pruned_loss=0.07173, over 2474805.12 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07007, over 21464.23 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.053, over 2333673.98 frames. utt_duration=1284 frames, utt_pad_proportion=0.05233, over 7275.80 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3093, pruned_loss=0.07394, over 2475372.24 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07167, over 22867.18 utterances.], batch size: 33, lr: 2.64e-04
2022-08-30 02:55:59,778 INFO [train.py:927] (7/8) Epoch 15, batch 6000, giga_loss[loss=0.2176, simple_loss=0.2951, pruned_loss=0.07004, over 12199.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07064, over 2473724.70 frames. utt_duration=486 frames, utt_pad_proportion=0.06749, over 20419.76 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05285, over 2339121.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.05627, over 7315.48 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.0733, over 2474883.24 frames. utt_duration=449.9 frames, utt_pad_proportion=0.06788, over 22077.82 utterances.], batch size: 39, lr: 2.64e-04
2022-08-30 02:55:59,779 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 02:56:14,017 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1745, simple_loss=0.2836, pruned_loss=0.03269, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 02:57:59,116 INFO [train.py:927] (7/8) Epoch 15, batch 6050, giga_loss[loss=0.2267, simple_loss=0.3199, pruned_loss=0.06673, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07078, over 2474086.28 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07403, over 20711.91 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2852, pruned_loss=0.05285, over 2341758.14 frames. utt_duration=1282 frames, utt_pad_proportion=0.05548, over 7315.12 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3073, pruned_loss=0.07322, over 2475040.08 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07428, over 22277.58 utterances.], batch size: 62, lr: 2.64e-04
2022-08-30 02:59:41,997 INFO [train.py:927] (7/8) Epoch 15, batch 6100, giga_loss[loss=0.2062, simple_loss=0.2841, pruned_loss=0.06412, over 12099.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03891, over 30.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07129, over 2472692.82 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0797, over 21011.93 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2855, pruned_loss=0.053, over 2347381.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.06265, over 7483.32 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3082, pruned_loss=0.07394, over 2474201.66 frames. utt_duration=437 frames, utt_pad_proportion=0.07775, over 22726.02 utterances.], batch size: 30, lr: 2.64e-04
2022-08-30 03:01:27,582 INFO [train.py:927] (7/8) Epoch 15, batch 6150, giga_loss[loss=0.1998, simple_loss=0.2838, pruned_loss=0.05785, over 12275.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.0247, over 54.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3053, pruned_loss=0.07204, over 2472703.68 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07645, over 20819.69 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.0529, over 2350493.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.06145, over 7468.32 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3085, pruned_loss=0.07467, over 2473916.09 frames. utt_duration=441 frames, utt_pad_proportion=0.07559, over 22514.21 utterances.], batch size: 54, lr: 2.64e-04
2022-08-30 03:03:15,564 INFO [train.py:927] (7/8) Epoch 15, batch 6200, giga_loss[loss=0.211, simple_loss=0.2958, pruned_loss=0.06307, over 12341.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3084, pruned_loss=0.07436, over 2472933.52 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0765, over 21174.56 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.05295, over 2353382.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.06025, over 7462.56 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3114, pruned_loss=0.07687, over 2474023.99 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0763, over 22834.56 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:05:01,746 INFO [train.py:927] (7/8) Epoch 15, batch 6250, giga_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07863, over 12453.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3084, pruned_loss=0.07426, over 2473129.05 frames. utt_duration=482 frames, utt_pad_proportion=0.07435, over 20588.17 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2852, pruned_loss=0.05293, over 2355807.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05928, over 7449.39 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3113, pruned_loss=0.07666, over 2473943.72 frames. utt_duration=448 frames, utt_pad_proportion=0.07475, over 22162.18 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 03:06:44,759 INFO [train.py:927] (7/8) Epoch 15, batch 6300, giga_loss[loss=0.2316, simple_loss=0.3087, pruned_loss=0.07723, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03303, over 43.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3102, pruned_loss=0.07407, over 2473656.60 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0776, over 21221.72 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2857, pruned_loss=0.05318, over 2358750.39 frames. utt_duration=1251 frames, utt_pad_proportion=0.06307, over 7552.82 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3126, pruned_loss=0.07624, over 2474272.52 frames. utt_duration=437.8 frames, utt_pad_proportion=0.0767, over 22682.26 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 03:08:27,040 INFO [train.py:927] (7/8) Epoch 15, batch 6350, giga_loss[loss=0.2823, simple_loss=0.3436, pruned_loss=0.1106, over 12415.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0766, over 213.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3094, pruned_loss=0.07423, over 2473823.90 frames. utt_duration=464 frames, utt_pad_proportion=0.07673, over 21392.51 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05302, over 2361999.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.06225, over 7568.05 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.312, pruned_loss=0.07668, over 2474470.48 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07641, over 22916.70 utterances.], batch size: 213, lr: 2.64e-04
2022-08-30 03:10:13,805 INFO [train.py:927] (7/8) Epoch 15, batch 6400, giga_loss[loss=0.3184, simple_loss=0.357, pruned_loss=0.1398, over 12330.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2113, over 372.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07401, over 2473360.71 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08028, over 21472.86 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2859, pruned_loss=0.05316, over 2367093.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.06041, over 7576.88 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07679, over 2474193.20 frames. utt_duration=426 frames, utt_pad_proportion=0.08051, over 23310.85 utterances.], batch size: 372, lr: 2.64e-04
2022-08-30 03:11:57,312 INFO [train.py:927] (7/8) Epoch 15, batch 6450, giga_loss[loss=0.2124, simple_loss=0.2999, pruned_loss=0.06247, over 12290.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.0258, over 54.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07419, over 2473081.89 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0833, over 21954.02 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05306, over 2369326.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05941, over 7548.83 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3106, pruned_loss=0.07694, over 2474086.67 frames. utt_duration=418.2 frames, utt_pad_proportion=0.08365, over 23746.08 utterances.], batch size: 54, lr: 2.64e-04
2022-08-30 03:13:39,107 INFO [train.py:927] (7/8) Epoch 15, batch 6500, giga_loss[loss=0.2035, simple_loss=0.2874, pruned_loss=0.05985, over 12397.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03697, over 105.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3078, pruned_loss=0.07485, over 2473193.55 frames. utt_duration=448.2 frames, utt_pad_proportion=0.08388, over 22143.70 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05297, over 2371826.28 frames. utt_duration=1259 frames, utt_pad_proportion=0.05862, over 7542.04 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3108, pruned_loss=0.07756, over 2474043.17 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08448, over 23882.50 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 03:15:21,133 INFO [train.py:927] (7/8) Epoch 15, batch 6550, libri_loss[loss=0.1627, simple_loss=0.2516, pruned_loss=0.03692, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01115, over 28.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3084, pruned_loss=0.07516, over 2473564.16 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07829, over 21364.27 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05303, over 2374821.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05768, over 7553.44 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3112, pruned_loss=0.07793, over 2474261.14 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07966, over 23156.40 utterances.], batch size: 28, lr: 2.64e-04
2022-08-30 03:17:04,881 INFO [train.py:927] (7/8) Epoch 15, batch 6600, giga_loss[loss=0.219, simple_loss=0.2982, pruned_loss=0.06986, over 12430.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.076, over 2473950.96 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07701, over 21895.26 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05294, over 2378078.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05694, over 7571.67 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3124, pruned_loss=0.079, over 2474649.44 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07859, over 23759.49 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 03:18:47,200 INFO [train.py:927] (7/8) Epoch 15, batch 6650, giga_loss[loss=0.2313, simple_loss=0.2995, pruned_loss=0.08152, over 12335.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07618, over 2474612.24 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07983, over 22085.17 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05285, over 2381135.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.0565, over 7574.63 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3127, pruned_loss=0.07929, over 2474985.44 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08117, over 23962.35 utterances.], batch size: 372, lr: 2.64e-04
2022-08-30 03:20:29,613 INFO [train.py:927] (7/8) Epoch 15, batch 6700, giga_loss[loss=0.2283, simple_loss=0.313, pruned_loss=0.0718, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03588, over 122.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07657, over 2475151.51 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07477, over 21462.88 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.0529, over 2382691.32 frames. utt_duration=1262 frames, utt_pad_proportion=0.05563, over 7560.30 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07941, over 2475709.74 frames. utt_duration=428 frames, utt_pad_proportion=0.0766, over 23218.05 utterances.], batch size: 122, lr: 2.64e-04
2022-08-30 03:22:14,683 INFO [train.py:927] (7/8) Epoch 15, batch 6750, giga_loss[loss=0.3181, simple_loss=0.362, pruned_loss=0.1371, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07801, over 2475273.46 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07258, over 21323.60 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05307, over 2383857.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05531, over 7566.76 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08043, over 2475923.50 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07436, over 22890.39 utterances.], batch size: 258, lr: 2.64e-04
2022-08-30 03:23:57,773 INFO [train.py:927] (7/8) Epoch 15, batch 6800, libri_loss[loss=0.1855, simple_loss=0.2715, pruned_loss=0.04975, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005713, over 32.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.07694, over 2474766.33 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0695, over 20871.75 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.05334, over 2385834.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.05479, over 7586.26 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.0792, over 2475562.57 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07145, over 22418.94 utterances.], batch size: 32, lr: 2.64e-04
2022-08-30 03:25:39,521 INFO [train.py:927] (7/8) Epoch 15, batch 6850, giga_loss[loss=0.2356, simple_loss=0.3156, pruned_loss=0.07779, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02729, over 48.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07596, over 2474418.58 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06835, over 20312.31 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05319, over 2387123.38 frames. utt_duration=1265 frames, utt_pad_proportion=0.05404, over 7556.73 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07832, over 2475476.28 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07032, over 21815.13 utterances.], batch size: 48, lr: 2.64e-04
2022-08-30 03:27:19,696 INFO [train.py:927] (7/8) Epoch 15, batch 6900, libri_loss[loss=0.228, simple_loss=0.316, pruned_loss=0.07001, over 12307.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006672, over 36.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.312, pruned_loss=0.07624, over 2474128.97 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06946, over 20762.86 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05334, over 2389629.26 frames. utt_duration=1257 frames, utt_pad_proportion=0.05702, over 7613.92 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3145, pruned_loss=0.07873, over 2475466.39 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07019, over 22340.27 utterances.], batch size: 36, lr: 2.64e-04
2022-08-30 03:29:03,044 INFO [train.py:927] (7/8) Epoch 15, batch 6950, giga_loss[loss=0.2312, simple_loss=0.3088, pruned_loss=0.07684, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03797, over 113.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3121, pruned_loss=0.07669, over 2474402.77 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06919, over 20848.60 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05334, over 2392286.50 frames. utt_duration=1259 frames, utt_pad_proportion=0.0557, over 7607.69 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.0793, over 2475336.71 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07027, over 22469.00 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 03:30:47,915 INFO [train.py:927] (7/8) Epoch 15, batch 7000, giga_loss[loss=0.2116, simple_loss=0.2943, pruned_loss=0.06445, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02835, over 45.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3126, pruned_loss=0.07722, over 2474690.04 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07308, over 20983.44 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.0534, over 2393021.07 frames. utt_duration=1247 frames, utt_pad_proportion=0.06064, over 7687.64 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07943, over 2475502.61 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07213, over 22303.78 utterances.], batch size: 45, lr: 2.64e-04
2022-08-30 03:32:29,170 INFO [train.py:927] (7/8) Epoch 15, batch 7050, giga_loss[loss=0.2175, simple_loss=0.2862, pruned_loss=0.07444, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02853, over 36.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.07842, over 2473987.54 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08093, over 21948.77 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2869, pruned_loss=0.05332, over 2395704.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06294, over 7723.78 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3165, pruned_loss=0.08111, over 2475120.95 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07932, over 23455.58 utterances.], batch size: 36, lr: 2.64e-04
2022-08-30 03:34:14,247 INFO [train.py:927] (7/8) Epoch 15, batch 7100, giga_loss[loss=0.2004, simple_loss=0.2883, pruned_loss=0.05628, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03881, over 30.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3149, pruned_loss=0.07949, over 2473959.92 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07734, over 22405.93 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05329, over 2396748.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.06257, over 7724.82 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3175, pruned_loss=0.08201, over 2474972.28 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07647, over 23800.23 utterances.], batch size: 30, lr: 2.64e-04
2022-08-30 03:35:54,784 INFO [train.py:927] (7/8) Epoch 15, batch 7150, giga_loss[loss=0.2688, simple_loss=0.3281, pruned_loss=0.1047, over 12368.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3135, pruned_loss=0.07805, over 2474195.43 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07831, over 21787.04 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05308, over 2399224.81 frames. utt_duration=1240 frames, utt_pad_proportion=0.06207, over 7745.82 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08095, over 2474814.14 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07783, over 23275.09 utterances.], batch size: 367, lr: 2.64e-04
2022-08-30 03:37:39,319 INFO [train.py:927] (7/8) Epoch 15, batch 7200, giga_loss[loss=0.2338, simple_loss=0.3058, pruned_loss=0.08089, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07163, over 212.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3121, pruned_loss=0.07753, over 2474548.68 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07643, over 21357.18 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05315, over 2400092.49 frames. utt_duration=1240 frames, utt_pad_proportion=0.0616, over 7751.34 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.07997, over 2474929.14 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07633, over 22643.76 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 03:39:21,727 INFO [train.py:927] (7/8) Epoch 15, batch 7250, giga_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.06654, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.02984, over 51.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.309, pruned_loss=0.07632, over 2474258.96 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07749, over 21827.56 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05317, over 2401078.98 frames. utt_duration=1244 frames, utt_pad_proportion=0.06065, over 7729.47 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3112, pruned_loss=0.07863, over 2474964.80 frames. utt_duration=430.2 frames, utt_pad_proportion=0.0777, over 23090.83 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:41:12,454 INFO [train.py:927] (7/8) Epoch 15, batch 7300, libri_loss[loss=0.18, simple_loss=0.2667, pruned_loss=0.04666, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00684, over 31.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3066, pruned_loss=0.07541, over 2473766.61 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08165, over 22344.54 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05318, over 2402735.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.05967, over 7707.38 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.309, pruned_loss=0.07777, over 2474434.49 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08206, over 23710.41 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 03:42:58,118 INFO [train.py:927] (7/8) Epoch 15, batch 7350, giga_loss[loss=0.2201, simple_loss=0.3112, pruned_loss=0.06448, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03327, over 58.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3068, pruned_loss=0.07332, over 2474617.41 frames. utt_duration=431 frames, utt_pad_proportion=0.07879, over 23045.42 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05319, over 2404264.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.05912, over 7704.27 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3091, pruned_loss=0.07556, over 2475051.93 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07952, over 24381.51 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 03:44:40,167 INFO [train.py:927] (7/8) Epoch 15, batch 7400, libri_loss[loss=0.2101, simple_loss=0.2994, pruned_loss=0.06043, over 12436.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02021, over 43.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.06994, over 2475393.74 frames. utt_duration=429 frames, utt_pad_proportion=0.07317, over 23158.42 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05311, over 2406470.51 frames. utt_duration=1243 frames, utt_pad_proportion=0.06109, over 7755.74 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07231, over 2475631.21 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07369, over 24613.07 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 03:46:25,976 INFO [train.py:927] (7/8) Epoch 15, batch 7450, giga_loss[loss=0.2096, simple_loss=0.3058, pruned_loss=0.05673, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04587, over 146.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3019, pruned_loss=0.06642, over 2475606.40 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07337, over 23066.92 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05315, over 2408483.80 frames. utt_duration=1236 frames, utt_pad_proportion=0.06354, over 7801.73 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3043, pruned_loss=0.0688, over 2476148.81 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07331, over 24687.25 utterances.], batch size: 146, lr: 2.64e-04
2022-08-30 03:48:10,594 INFO [train.py:927] (7/8) Epoch 15, batch 7500, giga_loss[loss=0.2168, simple_loss=0.3092, pruned_loss=0.06213, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3019, pruned_loss=0.06496, over 2475636.20 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07352, over 23131.02 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05314, over 2410119.34 frames. utt_duration=1229 frames, utt_pad_proportion=0.06686, over 7855.13 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3041, pruned_loss=0.06713, over 2476083.65 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07263, over 24714.86 utterances.], batch size: 123, lr: 2.64e-04
2022-08-30 03:49:49,892 INFO [train.py:927] (7/8) Epoch 15, batch 7550, giga_loss[loss=0.1895, simple_loss=0.284, pruned_loss=0.04747, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2999, pruned_loss=0.0633, over 2475814.24 frames. utt_duration=422.3 frames, utt_pad_proportion=0.07055, over 23534.36 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05311, over 2410326.75 frames. utt_duration=1231 frames, utt_pad_proportion=0.06667, over 7843.85 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3018, pruned_loss=0.06507, over 2476258.25 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07006, over 24841.84 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 03:51:33,234 INFO [train.py:927] (7/8) Epoch 15, batch 7600, giga_loss[loss=0.2018, simple_loss=0.2911, pruned_loss=0.05628, over 12382.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06439, over 183.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06194, over 2475555.55 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07206, over 24202.02 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2864, pruned_loss=0.05296, over 2410720.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.0661, over 7816.33 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3002, pruned_loss=0.0636, over 2476444.26 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07182, over 25490.13 utterances.], batch size: 183, lr: 2.64e-04
2022-08-30 03:53:15,363 INFO [train.py:927] (7/8) Epoch 15, batch 7650, giga_loss[loss=0.1858, simple_loss=0.2833, pruned_loss=0.04417, over 12325.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03466, over 58.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06038, over 2475586.42 frames. utt_duration=411.1 frames, utt_pad_proportion=0.07114, over 24174.25 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05307, over 2411163.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06536, over 7797.20 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2981, pruned_loss=0.06171, over 2476752.96 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07123, over 25428.03 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 03:54:59,921 INFO [train.py:927] (7/8) Epoch 15, batch 7700, giga_loss[loss=0.1795, simple_loss=0.2764, pruned_loss=0.04124, over 12447.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.0588, over 2475906.81 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06752, over 23868.23 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2869, pruned_loss=0.05329, over 2413424.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06451, over 7818.39 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.0599, over 2477089.36 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06808, over 25453.87 utterances.], batch size: 86, lr: 2.64e-04
2022-08-30 03:56:44,565 INFO [train.py:927] (7/8) Epoch 15, batch 7750, giga_loss[loss=0.2119, simple_loss=0.3038, pruned_loss=0.05998, over 12400.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.04123, over 123.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05804, over 2475624.96 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07042, over 24862.64 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05321, over 2413969.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.0638, over 7798.22 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2933, pruned_loss=0.05904, over 2476895.33 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07087, over 26341.22 utterances.], batch size: 123, lr: 2.64e-04
2022-08-30 03:58:39,664 INFO [train.py:927] (7/8) Epoch 15, batch 7800, libri_loss[loss=0.1752, simple_loss=0.2915, pruned_loss=0.02945, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01173, over 28.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2937, pruned_loss=0.05791, over 2475955.54 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07446, over 24926.24 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.0531, over 2416278.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.06193, over 7764.77 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.059, over 2477103.37 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07516, over 26756.74 utterances.], batch size: 28, lr: 2.64e-04
2022-08-30 04:00:44,626 INFO [train.py:927] (7/8) Epoch 15, batch 7850, giga_loss[loss=0.184, simple_loss=0.2765, pruned_loss=0.0458, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05715, over 2476297.00 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07405, over 24943.36 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05304, over 2416943.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.06146, over 7753.14 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05809, over 2477145.20 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07476, over 26542.03 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 04:02:42,345 INFO [train.py:927] (7/8) Epoch 15, batch 7900, giga_loss[loss=0.1724, simple_loss=0.2755, pruned_loss=0.03465, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2917, pruned_loss=0.05606, over 2476244.60 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07485, over 25531.73 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.287, pruned_loss=0.05294, over 2417974.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.0603, over 7731.45 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05699, over 2477334.61 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07575, over 27230.04 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 04:04:51,416 INFO [train.py:927] (7/8) Epoch 15, batch 7950, giga_loss[loss=0.2176, simple_loss=0.3027, pruned_loss=0.06628, over 12449.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04828, over 161.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2894, pruned_loss=0.05515, over 2477446.26 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07304, over 24741.46 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.05295, over 2419818.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05913, over 7723.31 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05594, over 2477964.12 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07429, over 26496.73 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 04:06:46,703 INFO [train.py:927] (7/8) Epoch 15, batch 8000, giga_loss[loss=0.22, simple_loss=0.3105, pruned_loss=0.06477, over 12419.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2878, pruned_loss=0.05433, over 2477917.24 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07179, over 24837.70 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05306, over 2420551.97 frames. utt_duration=1258 frames, utt_pad_proportion=0.05854, over 7707.53 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2882, pruned_loss=0.05488, over 2478447.87 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07305, over 26479.46 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 04:09:02,622 INFO [train.py:927] (7/8) Epoch 15, batch 8050, giga_loss[loss=0.1824, simple_loss=0.2755, pruned_loss=0.04465, over 12418.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04315, over 146.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05401, over 2477032.94 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07312, over 25239.39 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2873, pruned_loss=0.05311, over 2420722.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.0583, over 7705.99 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2886, pruned_loss=0.05439, over 2477560.02 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07413, over 26612.70 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 04:11:05,217 INFO [train.py:927] (7/8) Epoch 15, batch 8100, giga_loss[loss=0.2123, simple_loss=0.3014, pruned_loss=0.06158, over 12374.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05331, over 2476858.46 frames. utt_duration=411.3 frames, utt_pad_proportion=0.0679, over 24163.36 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2875, pruned_loss=0.05311, over 2421911.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.05779, over 7717.90 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05361, over 2477703.67 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06924, over 25709.90 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:13:03,367 INFO [train.py:927] (7/8) Epoch 15, batch 8150, libri_loss[loss=0.2345, simple_loss=0.3211, pruned_loss=0.07398, over 12471.00 frames. utt_duration=960.6 frames, utt_pad_proportion=0.07191, over 52.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2889, pruned_loss=0.05284, over 2476934.98 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06851, over 24411.61 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05302, over 2423576.51 frames. utt_duration=1261 frames, utt_pad_proportion=0.05656, over 7695.86 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2891, pruned_loss=0.05315, over 2478036.13 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07, over 26266.04 utterances.], batch size: 52, lr: 2.63e-04
2022-08-30 04:15:09,242 INFO [train.py:927] (7/8) Epoch 15, batch 8200, giga_loss[loss=0.1944, simple_loss=0.2877, pruned_loss=0.05058, over 12398.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05447, over 181.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2896, pruned_loss=0.05167, over 2477023.91 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06973, over 24313.60 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2869, pruned_loss=0.05292, over 2424382.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05569, over 7677.12 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.29, pruned_loss=0.05199, over 2478100.65 frames. utt_duration=381.4 frames, utt_pad_proportion=0.0711, over 26073.31 utterances.], batch size: 181, lr: 2.63e-04
2022-08-30 04:17:15,215 INFO [train.py:927] (7/8) Epoch 15, batch 8250, libri_loss[loss=0.1938, simple_loss=0.2941, pruned_loss=0.04674, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.06108, over 51.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2896, pruned_loss=0.05174, over 2476660.28 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06782, over 23413.42 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05286, over 2425659.97 frames. utt_duration=1269 frames, utt_pad_proportion=0.05453, over 7652.00 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.29, pruned_loss=0.05201, over 2478029.87 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06954, over 25376.35 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 04:19:40,879 INFO [train.py:927] (7/8) Epoch 15, batch 8300, giga_loss[loss=0.1837, simple_loss=0.2802, pruned_loss=0.04363, over 12374.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2902, pruned_loss=0.05279, over 2477093.95 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06611, over 23328.60 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05294, over 2427381.21 frames. utt_duration=1274 frames, utt_pad_proportion=0.05323, over 7630.58 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2908, pruned_loss=0.05292, over 2478007.88 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06805, over 25345.61 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 04:21:49,109 INFO [train.py:927] (7/8) Epoch 15, batch 8350, giga_loss[loss=0.1836, simple_loss=0.2776, pruned_loss=0.04478, over 12426.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2877, pruned_loss=0.05198, over 2477281.39 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06785, over 23575.32 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05281, over 2428507.26 frames. utt_duration=1276 frames, utt_pad_proportion=0.05228, over 7623.85 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2884, pruned_loss=0.05218, over 2478101.86 frames. utt_duration=389 frames, utt_pad_proportion=0.06966, over 25557.53 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 04:23:59,416 INFO [train.py:927] (7/8) Epoch 15, batch 8400, giga_loss[loss=0.2326, simple_loss=0.328, pruned_loss=0.0686, over 12442.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02656, over 122.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2863, pruned_loss=0.05175, over 2477307.82 frames. utt_duration=427 frames, utt_pad_proportion=0.06488, over 23271.97 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05285, over 2428899.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.0517, over 7617.46 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2869, pruned_loss=0.05187, over 2478275.16 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06675, over 25059.12 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:26:00,829 INFO [train.py:927] (7/8) Epoch 15, batch 8450, giga_loss[loss=0.2334, simple_loss=0.3034, pruned_loss=0.08171, over 12408.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2873, pruned_loss=0.05272, over 2477624.76 frames. utt_duration=415 frames, utt_pad_proportion=0.06258, over 23949.19 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05279, over 2429483.09 frames. utt_duration=1280 frames, utt_pad_proportion=0.05091, over 7600.30 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05284, over 2478701.56 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06444, over 25651.33 utterances.], batch size: 257, lr: 2.63e-04
2022-08-30 04:28:04,863 INFO [train.py:927] (7/8) Epoch 15, batch 8500, giga_loss[loss=0.2084, simple_loss=0.2975, pruned_loss=0.05966, over 12429.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03684, over 98.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2867, pruned_loss=0.05291, over 2477550.23 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06689, over 23928.96 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.286, pruned_loss=0.0527, over 2430718.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.0555, over 7686.66 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2874, pruned_loss=0.05309, over 2478812.16 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06694, over 25733.39 utterances.], batch size: 98, lr: 2.63e-04
2022-08-30 04:30:19,856 INFO [train.py:927] (7/8) Epoch 15, batch 8550, giga_loss[loss=0.1946, simple_loss=0.2867, pruned_loss=0.0512, over 12442.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04591, over 161.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.288, pruned_loss=0.05304, over 2477526.75 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06556, over 23851.96 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05251, over 2431822.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05405, over 7647.23 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2889, pruned_loss=0.05336, over 2479005.98 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06615, over 25855.36 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 04:32:35,766 INFO [train.py:927] (7/8) Epoch 15, batch 8600, giga_loss[loss=0.1711, simple_loss=0.2649, pruned_loss=0.03868, over 12462.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03059, over 75.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2873, pruned_loss=0.05262, over 2477535.13 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06311, over 23612.29 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.286, pruned_loss=0.05256, over 2432240.72 frames. utt_duration=1273 frames, utt_pad_proportion=0.0537, over 7652.76 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2878, pruned_loss=0.05284, over 2479580.81 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06395, over 25656.28 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 04:34:42,263 INFO [train.py:927] (7/8) Epoch 15, batch 8650, giga_loss[loss=0.1918, simple_loss=0.2793, pruned_loss=0.05213, over 12361.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02953, over 51.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.05233, over 2477645.86 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06209, over 23942.64 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05267, over 2432575.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05352, over 7663.17 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2846, pruned_loss=0.05239, over 2479365.73 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06289, over 25693.73 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 04:36:34,433 INFO [train.py:927] (7/8) Epoch 15, batch 8700, giga_loss[loss=0.2151, simple_loss=0.2966, pruned_loss=0.06684, over 12209.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03302, over 39.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05228, over 2476248.15 frames. utt_duration=433.1 frames, utt_pad_proportion=0.05958, over 22934.35 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2857, pruned_loss=0.0522, over 2433349.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.05236, over 7646.38 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05273, over 2478936.60 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06085, over 25087.40 utterances.], batch size: 39, lr: 2.63e-04
2022-08-30 04:38:38,118 INFO [train.py:927] (7/8) Epoch 15, batch 8750, giga_loss[loss=0.1768, simple_loss=0.2716, pruned_loss=0.04099, over 12381.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0607, over 182.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.0508, over 2476329.70 frames. utt_duration=416 frames, utt_pad_proportion=0.06451, over 23881.84 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2856, pruned_loss=0.05215, over 2434030.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.0518, over 7639.65 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2827, pruned_loss=0.0512, over 2478414.66 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06535, over 25813.51 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 04:40:52,631 INFO [train.py:927] (7/8) Epoch 15, batch 8800, giga_loss[loss=0.1791, simple_loss=0.2702, pruned_loss=0.04394, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05035, over 2475982.83 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06053, over 23127.87 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05203, over 2435040.99 frames. utt_duration=1280 frames, utt_pad_proportion=0.0507, over 7615.65 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05073, over 2477898.87 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06189, over 25134.90 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 04:43:01,737 INFO [train.py:927] (7/8) Epoch 15, batch 8850, giga_loss[loss=0.1898, simple_loss=0.2797, pruned_loss=0.04999, over 12347.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.02867, over 91.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05078, over 2476091.73 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06193, over 23523.78 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05214, over 2435676.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.051, over 7649.68 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2817, pruned_loss=0.05097, over 2477966.29 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06291, over 25441.14 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:45:03,001 INFO [train.py:927] (7/8) Epoch 15, batch 8900, giga_loss[loss=0.1715, simple_loss=0.2664, pruned_loss=0.03826, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04309, over 161.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2809, pruned_loss=0.05051, over 2476899.42 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06255, over 23928.35 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05214, over 2436204.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05056, over 7650.98 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2808, pruned_loss=0.05064, over 2478448.15 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06346, over 25670.37 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 04:47:02,435 INFO [train.py:927] (7/8) Epoch 15, batch 8950, libri_loss[loss=0.1662, simple_loss=0.2624, pruned_loss=0.03502, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00553, over 34.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05019, over 2476820.71 frames. utt_duration=428.1 frames, utt_pad_proportion=0.0593, over 23207.55 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.0518, over 2437368.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04909, over 7610.67 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05055, over 2478465.47 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06077, over 25228.35 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 04:49:01,822 INFO [train.py:927] (7/8) Epoch 15, batch 9000, giga_loss[loss=0.2098, simple_loss=0.3001, pruned_loss=0.05976, over 12404.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03283, over 105.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2839, pruned_loss=0.0506, over 2476526.38 frames. utt_duration=427.6 frames, utt_pad_proportion=0.05926, over 23232.63 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.0519, over 2438421.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.04751, over 7587.23 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2839, pruned_loss=0.05074, over 2478709.46 frames. utt_duration=388 frames, utt_pad_proportion=0.06106, over 25632.55 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 04:49:01,822 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 04:49:18,908 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1775, simple_loss=0.2904, pruned_loss=0.03234, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 04:51:18,984 INFO [train.py:927] (7/8) Epoch 15, batch 9050, giga_loss[loss=0.184, simple_loss=0.282, pruned_loss=0.04298, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03074, over 122.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05049, over 2476513.35 frames. utt_duration=429.6 frames, utt_pad_proportion=0.05789, over 23125.82 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2853, pruned_loss=0.05178, over 2439158.46 frames. utt_duration=1289 frames, utt_pad_proportion=0.04699, over 7580.61 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05068, over 2478466.21 frames. utt_duration=391.7 frames, utt_pad_proportion=0.05966, over 25387.10 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:53:17,379 INFO [train.py:927] (7/8) Epoch 15, batch 9100, giga_loss[loss=0.1413, simple_loss=0.2198, pruned_loss=0.03142, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02966, over 39.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2821, pruned_loss=0.05009, over 2476173.78 frames. utt_duration=434 frames, utt_pad_proportion=0.05704, over 22885.28 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2849, pruned_loss=0.05156, over 2439584.67 frames. utt_duration=1293 frames, utt_pad_proportion=0.04599, over 7555.63 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2824, pruned_loss=0.05038, over 2478333.08 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0589, over 25126.55 utterances.], batch size: 39, lr: 2.63e-04
2022-08-30 04:55:23,966 INFO [train.py:927] (7/8) Epoch 15, batch 9150, libri_loss[loss=0.1821, simple_loss=0.2688, pruned_loss=0.04765, over 12410.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007569, over 30.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2836, pruned_loss=0.05084, over 2476543.74 frames. utt_duration=425.8 frames, utt_pad_proportion=0.05679, over 23333.51 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2845, pruned_loss=0.0514, over 2440017.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.04552, over 7533.40 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05119, over 2478336.43 frames. utt_duration=392.5 frames, utt_pad_proportion=0.05843, over 25335.46 utterances.], batch size: 30, lr: 2.63e-04
2022-08-30 04:57:23,005 INFO [train.py:927] (7/8) Epoch 15, batch 9200, giga_loss[loss=0.2171, simple_loss=0.3011, pruned_loss=0.06659, over 12366.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0319, over 58.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2846, pruned_loss=0.05147, over 2477206.03 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06164, over 24307.09 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2846, pruned_loss=0.05141, over 2440159.52 frames. utt_duration=1298 frames, utt_pad_proportion=0.04516, over 7527.08 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2849, pruned_loss=0.05174, over 2478820.68 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06271, over 26029.78 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 04:59:20,451 INFO [train.py:927] (7/8) Epoch 15, batch 9250, giga_loss[loss=0.2336, simple_loss=0.3208, pruned_loss=0.07321, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04226, over 133.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2868, pruned_loss=0.05266, over 2476755.24 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06336, over 24479.94 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05117, over 2440723.50 frames. utt_duration=1302 frames, utt_pad_proportion=0.04449, over 7505.15 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2874, pruned_loss=0.05307, over 2478322.79 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06436, over 26234.82 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:01:41,656 INFO [train.py:927] (7/8) Epoch 15, batch 9300, giga_loss[loss=0.1917, simple_loss=0.2952, pruned_loss=0.04407, over 12416.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2861, pruned_loss=0.05216, over 2476941.02 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06556, over 24788.51 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05109, over 2441190.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.04387, over 7489.21 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2868, pruned_loss=0.05257, over 2478399.49 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06649, over 26512.32 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:03:39,947 INFO [train.py:927] (7/8) Epoch 15, batch 9350, giga_loss[loss=0.1867, simple_loss=0.2786, pruned_loss=0.04738, over 12424.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03827, over 105.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2851, pruned_loss=0.05152, over 2477166.71 frames. utt_duration=404.4 frames, utt_pad_proportion=0.0645, over 24571.72 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2843, pruned_loss=0.05121, over 2441873.11 frames. utt_duration=1303 frames, utt_pad_proportion=0.04342, over 7503.24 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2853, pruned_loss=0.05176, over 2478352.34 frames. utt_duration=379 frames, utt_pad_proportion=0.06554, over 26240.85 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 05:05:43,429 INFO [train.py:927] (7/8) Epoch 15, batch 9400, giga_loss[loss=0.1954, simple_loss=0.2839, pruned_loss=0.05339, over 12390.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05194, over 2477333.75 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06402, over 24810.27 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05121, over 2442734.23 frames. utt_duration=1300 frames, utt_pad_proportion=0.04341, over 7525.56 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2845, pruned_loss=0.05216, over 2478613.83 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06508, over 26704.06 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:07:40,777 INFO [train.py:927] (7/8) Epoch 15, batch 9450, giga_loss[loss=0.2054, simple_loss=0.2818, pruned_loss=0.06448, over 12391.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09419, over 255.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05115, over 2476921.36 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06289, over 24139.31 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.284, pruned_loss=0.0512, over 2443318.17 frames. utt_duration=1304 frames, utt_pad_proportion=0.04264, over 7502.00 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2838, pruned_loss=0.05135, over 2478352.87 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06415, over 26123.01 utterances.], batch size: 255, lr: 2.63e-04
2022-08-30 05:09:43,489 INFO [train.py:927] (7/8) Epoch 15, batch 9500, giga_loss[loss=0.1914, simple_loss=0.2931, pruned_loss=0.04481, over 12425.00 frames. utt_duration=371.9 frames, utt_pad_proportion=0.04646, over 134.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2836, pruned_loss=0.05031, over 2477042.28 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06352, over 23174.54 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05131, over 2443795.06 frames. utt_duration=1296 frames, utt_pad_proportion=0.04614, over 7553.06 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2841, pruned_loss=0.05039, over 2478672.99 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06384, over 25151.17 utterances.], batch size: 134, lr: 2.63e-04
2022-08-30 05:11:49,305 INFO [train.py:927] (7/8) Epoch 15, batch 9550, giga_loss[loss=0.1735, simple_loss=0.2818, pruned_loss=0.03264, over 12343.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0282, over 66.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2842, pruned_loss=0.05, over 2476850.85 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0653, over 23401.97 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05144, over 2444223.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.04585, over 7564.63 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2843, pruned_loss=0.04995, over 2478202.63 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06556, over 25153.56 utterances.], batch size: 66, lr: 2.63e-04
2022-08-30 05:13:55,096 INFO [train.py:927] (7/8) Epoch 15, batch 9600, giga_loss[loss=0.1784, simple_loss=0.2741, pruned_loss=0.04139, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04516, over 34.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2837, pruned_loss=0.04984, over 2477059.60 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06647, over 23757.94 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.05124, over 2444955.43 frames. utt_duration=1301 frames, utt_pad_proportion=0.0449, over 7526.13 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.284, pruned_loss=0.04994, over 2478347.64 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06699, over 25650.53 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 05:16:08,590 INFO [train.py:927] (7/8) Epoch 15, batch 9650, giga_loss[loss=0.1989, simple_loss=0.2925, pruned_loss=0.05265, over 12425.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03014, over 122.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2846, pruned_loss=0.04997, over 2477090.89 frames. utt_duration=419.5 frames, utt_pad_proportion=0.0643, over 23688.30 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05112, over 2445141.54 frames. utt_duration=1307 frames, utt_pad_proportion=0.04413, over 7493.26 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2853, pruned_loss=0.05014, over 2478663.85 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06518, over 25584.69 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 05:18:25,395 INFO [train.py:927] (7/8) Epoch 15, batch 9700, giga_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.05986, over 12435.00 frames. utt_duration=586.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.287, pruned_loss=0.05094, over 2477283.23 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06336, over 22682.08 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05129, over 2446406.87 frames. utt_duration=1298 frames, utt_pad_proportion=0.04738, over 7548.28 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2875, pruned_loss=0.0509, over 2478561.16 frames. utt_duration=402 frames, utt_pad_proportion=0.06355, over 24734.72 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 05:20:42,348 INFO [train.py:927] (7/8) Epoch 15, batch 9750, giga_loss[loss=0.1832, simple_loss=0.2717, pruned_loss=0.04741, over 12379.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1586, over 349.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2856, pruned_loss=0.05088, over 2475679.29 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06587, over 22432.40 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05121, over 2446821.25 frames. utt_duration=1290 frames, utt_pad_proportion=0.05126, over 7595.67 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2862, pruned_loss=0.05091, over 2477134.69 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06499, over 24434.46 utterances.], batch size: 349, lr: 2.63e-04
2022-08-30 05:22:48,410 INFO [train.py:927] (7/8) Epoch 15, batch 9800, giga_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07479, over 12374.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07135, over 211.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2844, pruned_loss=0.05003, over 2475811.00 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06747, over 23121.01 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05089, over 2446838.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.05096, over 7565.90 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2854, pruned_loss=0.05034, over 2477347.76 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06683, over 24944.71 utterances.], batch size: 211, lr: 2.63e-04
2022-08-30 05:24:47,856 INFO [train.py:927] (7/8) Epoch 15, batch 9850, libri_loss[loss=0.1852, simple_loss=0.2676, pruned_loss=0.05142, over 12329.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.00738, over 33.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2857, pruned_loss=0.05072, over 2476422.46 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06736, over 23313.24 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05097, over 2447902.24 frames. utt_duration=1297 frames, utt_pad_proportion=0.04952, over 7557.14 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2863, pruned_loss=0.05089, over 2477612.94 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06738, over 25268.13 utterances.], batch size: 33, lr: 2.63e-04
2022-08-30 05:26:41,555 INFO [train.py:927] (7/8) Epoch 15, batch 9900, giga_loss[loss=0.1599, simple_loss=0.2427, pruned_loss=0.03855, over 12379.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1859, over 361.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2845, pruned_loss=0.05012, over 2477028.45 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06972, over 24046.55 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.051, over 2448067.72 frames. utt_duration=1296 frames, utt_pad_proportion=0.04944, over 7565.35 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.285, pruned_loss=0.05022, over 2477941.45 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06963, over 25639.20 utterances.], batch size: 361, lr: 2.63e-04
2022-08-30 05:28:36,489 INFO [train.py:927] (7/8) Epoch 15, batch 9950, giga_loss[loss=0.1866, simple_loss=0.2743, pruned_loss=0.04945, over 12385.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06027, over 182.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2849, pruned_loss=0.05122, over 2477031.33 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07019, over 24794.49 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05083, over 2448474.05 frames. utt_duration=1300 frames, utt_pad_proportion=0.04869, over 7540.39 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2857, pruned_loss=0.05145, over 2478063.89 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07043, over 26477.53 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:30:17,439 INFO [train.py:927] (7/8) Epoch 15, batch 10000, giga_loss[loss=0.2257, simple_loss=0.3231, pruned_loss=0.06414, over 12369.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03304, over 122.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2915, pruned_loss=0.05461, over 2476211.79 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07128, over 24073.36 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05102, over 2448916.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.05231, over 7610.26 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.292, pruned_loss=0.05466, over 2477282.08 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07065, over 25734.98 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 05:31:59,625 INFO [train.py:927] (7/8) Epoch 15, batch 10050, giga_loss[loss=0.1523, simple_loss=0.2475, pruned_loss=0.02854, over 12434.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02732, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2921, pruned_loss=0.05497, over 2476109.68 frames. utt_duration=445.5 frames, utt_pad_proportion=0.06836, over 22297.77 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05095, over 2449322.14 frames. utt_duration=1293 frames, utt_pad_proportion=0.05135, over 7583.19 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2929, pruned_loss=0.05516, over 2477188.47 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06836, over 23986.29 utterances.], batch size: 62, lr: 2.63e-04
2022-08-30 05:33:41,960 INFO [train.py:927] (7/8) Epoch 15, batch 10100, giga_loss[loss=0.1696, simple_loss=0.2452, pruned_loss=0.04702, over 12347.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05311, over 2476063.05 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0704, over 21644.60 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.0509, over 2449774.28 frames. utt_duration=1297 frames, utt_pad_proportion=0.05086, over 7566.49 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.287, pruned_loss=0.05335, over 2476875.29 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07048, over 23189.58 utterances.], batch size: 366, lr: 2.63e-04
2022-08-30 05:35:24,332 INFO [train.py:927] (7/8) Epoch 15, batch 10150, giga_loss[loss=0.2073, simple_loss=0.2754, pruned_loss=0.06963, over 12353.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2793, pruned_loss=0.05089, over 2476121.06 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06616, over 20486.78 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05107, over 2450414.31 frames. utt_duration=1298 frames, utt_pad_proportion=0.04965, over 7562.50 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2796, pruned_loss=0.05094, over 2476919.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06703, over 22103.67 utterances.], batch size: 259, lr: 2.63e-04
2022-08-30 05:37:09,362 INFO [train.py:927] (7/8) Epoch 15, batch 10200, giga_loss[loss=0.1906, simple_loss=0.2735, pruned_loss=0.05388, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02196, over 45.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2733, pruned_loss=0.04926, over 2475553.02 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06914, over 20406.73 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05102, over 2450656.29 frames. utt_duration=1300 frames, utt_pad_proportion=0.04909, over 7549.09 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2736, pruned_loss=0.04933, over 2476312.59 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06991, over 21873.56 utterances.], batch size: 45, lr: 2.63e-04
2022-08-30 05:38:52,503 INFO [train.py:927] (7/8) Epoch 15, batch 10250, giga_loss[loss=0.1602, simple_loss=0.2436, pruned_loss=0.03839, over 12315.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2684, pruned_loss=0.04768, over 2475753.25 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06487, over 19828.60 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.0511, over 2451062.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.04869, over 7545.62 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2683, pruned_loss=0.04765, over 2476217.89 frames. utt_duration=471 frames, utt_pad_proportion=0.06592, over 21091.63 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 05:40:36,935 INFO [train.py:927] (7/8) Epoch 15, batch 10300, giga_loss[loss=0.1585, simple_loss=0.2402, pruned_loss=0.03839, over 12347.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03564, over 104.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2643, pruned_loss=0.04634, over 2475714.37 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06806, over 19954.05 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05116, over 2451414.40 frames. utt_duration=1302 frames, utt_pad_proportion=0.04798, over 7537.77 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2637, pruned_loss=0.0462, over 2476219.34 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06908, over 21192.58 utterances.], batch size: 104, lr: 2.63e-04
2022-08-30 05:42:20,712 INFO [train.py:927] (7/8) Epoch 15, batch 10350, giga_loss[loss=0.1445, simple_loss=0.221, pruned_loss=0.03403, over 12451.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04709, over 34.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2591, pruned_loss=0.04445, over 2474878.18 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06579, over 19308.14 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05107, over 2451608.91 frames. utt_duration=1304 frames, utt_pad_proportion=0.0474, over 7531.32 utterances.], giga_tot_loss[loss=0.1735, simple_loss=0.2584, pruned_loss=0.0443, over 2475657.55 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0671, over 20576.25 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 05:44:02,982 INFO [train.py:927] (7/8) Epoch 15, batch 10400, giga_loss[loss=0.1905, simple_loss=0.264, pruned_loss=0.05846, over 12366.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2555, pruned_loss=0.0434, over 2473971.19 frames. utt_duration=513 frames, utt_pad_proportion=0.06268, over 19345.52 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05096, over 2451629.32 frames. utt_duration=1307 frames, utt_pad_proportion=0.04652, over 7509.27 utterances.], giga_tot_loss[loss=0.1705, simple_loss=0.2545, pruned_loss=0.04322, over 2475079.73 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06429, over 20632.51 utterances.], batch size: 97, lr: 2.63e-04
2022-08-30 05:45:45,677 INFO [train.py:927] (7/8) Epoch 15, batch 10450, giga_loss[loss=0.1933, simple_loss=0.2787, pruned_loss=0.05394, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.1736, simple_loss=0.258, pruned_loss=0.04459, over 2474568.57 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06016, over 19223.61 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05108, over 2452136.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04567, over 7505.61 utterances.], giga_tot_loss[loss=0.1724, simple_loss=0.2564, pruned_loss=0.04418, over 2475482.63 frames. utt_duration=484.3 frames, utt_pad_proportion=0.062, over 20506.66 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:47:32,057 INFO [train.py:927] (7/8) Epoch 15, batch 10500, libri_loss[loss=0.1676, simple_loss=0.2669, pruned_loss=0.03415, over 12446.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006696, over 32.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2685, pruned_loss=0.04882, over 2474589.25 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0599, over 18742.83 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05107, over 2452954.64 frames. utt_duration=1309 frames, utt_pad_proportion=0.04516, over 7505.06 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2667, pruned_loss=0.04842, over 2475070.10 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06173, over 20040.30 utterances.], batch size: 32, lr: 2.63e-04
2022-08-30 05:49:15,724 INFO [train.py:927] (7/8) Epoch 15, batch 10550, giga_loss[loss=0.2104, simple_loss=0.2889, pruned_loss=0.06589, over 12338.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2757, pruned_loss=0.05148, over 2474221.29 frames. utt_duration=488 frames, utt_pad_proportion=0.07086, over 20342.51 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05098, over 2453040.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.04464, over 7491.56 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2743, pruned_loss=0.05123, over 2474802.16 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07186, over 21539.60 utterances.], batch size: 371, lr: 2.63e-04
2022-08-30 05:51:00,858 INFO [train.py:927] (7/8) Epoch 15, batch 10600, giga_loss[loss=0.2387, simple_loss=0.3148, pruned_loss=0.08132, over 12379.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2809, pruned_loss=0.05327, over 2474517.38 frames. utt_duration=493.1 frames, utt_pad_proportion=0.0681, over 20135.70 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05098, over 2453040.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.04464, over 7491.56 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2797, pruned_loss=0.05308, over 2474969.48 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06902, over 21067.41 utterances.], batch size: 183, lr: 2.63e-04
2022-08-30 05:52:44,585 INFO [train.py:927] (7/8) Epoch 15, batch 10650, giga_loss[loss=0.197, simple_loss=0.288, pruned_loss=0.05296, over 12345.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.285, pruned_loss=0.05562, over 2473739.60 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06874, over 20023.12 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05127, over 2453315.47 frames. utt_duration=1309 frames, utt_pad_proportion=0.04461, over 7508.01 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2837, pruned_loss=0.05525, over 2474129.90 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06962, over 20927.59 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 05:54:28,789 INFO [train.py:927] (7/8) Epoch 15, batch 10700, giga_loss[loss=0.2631, simple_loss=0.3311, pruned_loss=0.09759, over 12350.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2892, pruned_loss=0.05739, over 2473417.69 frames. utt_duration=511.8 frames, utt_pad_proportion=0.0687, over 19387.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05125, over 2453751.30 frames. utt_duration=1312 frames, utt_pad_proportion=0.04381, over 7487.62 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2883, pruned_loss=0.05722, over 2473785.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0698, over 20389.36 utterances.], batch size: 371, lr: 2.63e-04
2022-08-30 05:56:10,247 INFO [train.py:927] (7/8) Epoch 15, batch 10750, giga_loss[loss=0.2068, simple_loss=0.3043, pruned_loss=0.05461, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05811, over 2473046.32 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07329, over 19557.11 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05125, over 2454140.56 frames. utt_duration=1312 frames, utt_pad_proportion=0.04313, over 7487.87 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2913, pruned_loss=0.05809, over 2473327.49 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07439, over 20573.05 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:57:54,091 INFO [train.py:927] (7/8) Epoch 15, batch 10800, giga_loss[loss=0.1726, simple_loss=0.2672, pruned_loss=0.03899, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03057, over 42.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05742, over 2472543.53 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0671, over 17938.67 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05115, over 2454122.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04219, over 7467.61 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05766, over 2473309.19 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06895, over 19077.55 utterances.], batch size: 42, lr: 2.63e-04
2022-08-30 05:59:37,431 INFO [train.py:927] (7/8) Epoch 15, batch 10850, giga_loss[loss=0.265, simple_loss=0.3175, pruned_loss=0.1063, over 12346.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.193, over 368.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05717, over 2473501.28 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06747, over 17579.10 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2838, pruned_loss=0.05103, over 2454755.90 frames. utt_duration=1315 frames, utt_pad_proportion=0.04244, over 7478.19 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.05761, over 2474027.32 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06915, over 18746.79 utterances.], batch size: 368, lr: 2.62e-04
2022-08-30 06:01:19,855 INFO [train.py:927] (7/8) Epoch 15, batch 10900, giga_loss[loss=0.2186, simple_loss=0.2929, pruned_loss=0.07212, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03343, over 43.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05986, over 2473031.80 frames. utt_duration=558.9 frames, utt_pad_proportion=0.067, over 17748.33 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05097, over 2454911.62 frames. utt_duration=1318 frames, utt_pad_proportion=0.04152, over 7460.89 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2963, pruned_loss=0.0605, over 2473827.10 frames. utt_duration=522.7 frames, utt_pad_proportion=0.0689, over 18984.01 utterances.], batch size: 43, lr: 2.62e-04
2022-08-30 06:03:05,877 INFO [train.py:927] (7/8) Epoch 15, batch 10950, giga_loss[loss=0.2312, simple_loss=0.3152, pruned_loss=0.07357, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0434, over 34.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06088, over 2473074.82 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06763, over 17894.18 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05096, over 2455070.55 frames. utt_duration=1319 frames, utt_pad_proportion=0.04121, over 7452.31 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.296, pruned_loss=0.06147, over 2473724.21 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06928, over 18963.51 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:04:51,569 INFO [train.py:927] (7/8) Epoch 15, batch 11000, giga_loss[loss=0.2191, simple_loss=0.3047, pruned_loss=0.06676, over 12355.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1863, over 361.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2949, pruned_loss=0.06066, over 2473294.26 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06787, over 17789.04 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05119, over 2455603.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.04499, over 7551.92 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06125, over 2473920.78 frames. utt_duration=525.2 frames, utt_pad_proportion=0.0683, over 18896.45 utterances.], batch size: 361, lr: 2.62e-04
2022-08-30 06:06:38,194 INFO [train.py:927] (7/8) Epoch 15, batch 11050, giga_loss[loss=0.2045, simple_loss=0.2709, pruned_loss=0.06902, over 12361.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2946, pruned_loss=0.06118, over 2473764.26 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07514, over 19205.76 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2844, pruned_loss=0.0512, over 2455509.54 frames. utt_duration=1302 frames, utt_pad_proportion=0.04481, over 7553.16 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2947, pruned_loss=0.06168, over 2474435.05 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07524, over 20124.59 utterances.], batch size: 369, lr: 2.62e-04
2022-08-30 06:08:25,485 INFO [train.py:927] (7/8) Epoch 15, batch 11100, giga_loss[loss=0.1782, simple_loss=0.2706, pruned_loss=0.04286, over 12362.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03161, over 51.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2914, pruned_loss=0.05962, over 2474343.63 frames. utt_duration=532.3 frames, utt_pad_proportion=0.0747, over 18644.29 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2849, pruned_loss=0.0514, over 2456158.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04804, over 7640.57 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2912, pruned_loss=0.06009, over 2474773.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07413, over 19603.59 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 06:10:09,937 INFO [train.py:927] (7/8) Epoch 15, batch 11150, giga_loss[loss=0.1941, simple_loss=0.2922, pruned_loss=0.04796, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2878, pruned_loss=0.05846, over 2474014.91 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07589, over 19372.09 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2849, pruned_loss=0.05143, over 2456064.08 frames. utt_duration=1291 frames, utt_pad_proportion=0.04733, over 7618.94 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2878, pruned_loss=0.05894, over 2474782.62 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07586, over 20381.73 utterances.], batch size: 97, lr: 2.62e-04
2022-08-30 06:11:52,008 INFO [train.py:927] (7/8) Epoch 15, batch 11200, libri_loss[loss=0.2447, simple_loss=0.3261, pruned_loss=0.0816, over 12461.00 frames. utt_duration=423.8 frames, utt_pad_proportion=0.3367, over 118.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2874, pruned_loss=0.05819, over 2473716.85 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07773, over 19431.84 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2851, pruned_loss=0.05165, over 2456157.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.05093, over 7680.73 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2872, pruned_loss=0.05855, over 2474691.30 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07665, over 20499.61 utterances.], batch size: 118, lr: 2.62e-04
2022-08-30 06:13:36,867 INFO [train.py:927] (7/8) Epoch 15, batch 11250, giga_loss[loss=0.2231, simple_loss=0.3038, pruned_loss=0.07126, over 12420.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2844, pruned_loss=0.05719, over 2473162.24 frames. utt_duration=538.1 frames, utt_pad_proportion=0.07146, over 18434.96 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.285, pruned_loss=0.05164, over 2456201.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.0506, over 7672.97 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2844, pruned_loss=0.05752, over 2474039.14 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07104, over 19379.43 utterances.], batch size: 183, lr: 2.62e-04
2022-08-30 06:15:26,375 INFO [train.py:927] (7/8) Epoch 15, batch 11300, giga_loss[loss=0.1728, simple_loss=0.2625, pruned_loss=0.04158, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.196, simple_loss=0.281, pruned_loss=0.05556, over 2473418.20 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06901, over 17255.75 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2852, pruned_loss=0.05166, over 2456771.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.0591, over 7835.20 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2807, pruned_loss=0.05598, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 06:17:09,227 INFO [train.py:927] (7/8) Epoch 15, batch 11350, giga_loss[loss=0.1748, simple_loss=0.2524, pruned_loss=0.04858, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02442, over 45.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2777, pruned_loss=0.05389, over 2473281.63 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06331, over 16498.79 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2846, pruned_loss=0.05133, over 2457735.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05705, over 7797.62 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2777, pruned_loss=0.05469, over 2473715.44 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06214, over 17725.13 utterances.], batch size: 45, lr: 2.62e-04
2022-08-30 06:18:52,375 INFO [train.py:927] (7/8) Epoch 15, batch 11400, giga_loss[loss=0.1767, simple_loss=0.2643, pruned_loss=0.04458, over 12317.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03258, over 66.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2745, pruned_loss=0.05285, over 2473789.46 frames. utt_duration=605 frames, utt_pad_proportion=0.06371, over 16395.82 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2844, pruned_loss=0.05131, over 2458161.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05648, over 7784.71 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2746, pruned_loss=0.05352, over 2473958.53 frames. utt_duration=567.1 frames, utt_pad_proportion=0.063, over 17495.13 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:20:36,246 INFO [train.py:927] (7/8) Epoch 15, batch 11450, giga_loss[loss=0.179, simple_loss=0.2658, pruned_loss=0.04612, over 12396.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02659, over 70.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2715, pruned_loss=0.05147, over 2474471.11 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05826, over 15969.56 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2845, pruned_loss=0.05123, over 2458325.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05644, over 7788.91 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2713, pruned_loss=0.05208, over 2474603.06 frames. utt_duration=587 frames, utt_pad_proportion=0.058, over 16906.05 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 06:22:23,909 INFO [train.py:927] (7/8) Epoch 15, batch 11500, giga_loss[loss=0.2046, simple_loss=0.2843, pruned_loss=0.06239, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04497, over 31.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2722, pruned_loss=0.05216, over 2473772.68 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05702, over 16002.28 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05119, over 2458212.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05539, over 7758.48 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.272, pruned_loss=0.05268, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 06:24:06,538 INFO [train.py:927] (7/8) Epoch 15, batch 11550, giga_loss[loss=0.2914, simple_loss=0.351, pruned_loss=0.1159, over 12373.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2778, pruned_loss=0.05564, over 2473297.69 frames. utt_duration=606 frames, utt_pad_proportion=0.05621, over 16366.95 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05117, over 2458575.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.05483, over 7752.47 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2775, pruned_loss=0.05611, over 2473696.78 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05667, over 17274.77 utterances.], batch size: 259, lr: 2.62e-04
2022-08-30 06:25:51,862 INFO [train.py:927] (7/8) Epoch 15, batch 11600, libri_loss[loss=0.1666, simple_loss=0.2476, pruned_loss=0.04284, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008732, over 29.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2834, pruned_loss=0.05791, over 2473394.61 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06027, over 17048.85 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05118, over 2458503.54 frames. utt_duration=1275 frames, utt_pad_proportion=0.05359, over 7722.22 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2831, pruned_loss=0.05843, over 2474175.81 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06092, over 18037.54 utterances.], batch size: 29, lr: 2.62e-04
2022-08-30 06:27:35,566 INFO [train.py:927] (7/8) Epoch 15, batch 11650, giga_loss[loss=0.2135, simple_loss=0.313, pruned_loss=0.05696, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2894, pruned_loss=0.06017, over 2473830.96 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06012, over 17571.15 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2841, pruned_loss=0.05113, over 2458672.72 frames. utt_duration=1277 frames, utt_pad_proportion=0.05318, over 7712.03 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06068, over 2474437.17 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06081, over 18439.48 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 06:29:18,792 INFO [train.py:927] (7/8) Epoch 15, batch 11700, giga_loss[loss=0.2121, simple_loss=0.3052, pruned_loss=0.0595, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02477, over 66.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2909, pruned_loss=0.05953, over 2474119.09 frames. utt_duration=539.6 frames, utt_pad_proportion=0.0626, over 18391.99 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2846, pruned_loss=0.0513, over 2458931.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05373, over 7744.28 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2904, pruned_loss=0.0599, over 2474591.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06287, over 19186.37 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:31:01,983 INFO [train.py:927] (7/8) Epoch 15, batch 11750, giga_loss[loss=0.1931, simple_loss=0.2809, pruned_loss=0.05269, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04085, over 34.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.29, pruned_loss=0.05838, over 2473996.25 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06573, over 18177.14 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2842, pruned_loss=0.0511, over 2459030.62 frames. utt_duration=1277 frames, utt_pad_proportion=0.05306, over 7713.06 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05902, over 2474619.72 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06608, over 19072.18 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:32:45,956 INFO [train.py:927] (7/8) Epoch 15, batch 11800, giga_loss[loss=0.2311, simple_loss=0.3217, pruned_loss=0.07028, over 12402.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2908, pruned_loss=0.05841, over 2473004.11 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06911, over 18281.31 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2844, pruned_loss=0.0513, over 2459358.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.05223, over 7696.90 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2908, pruned_loss=0.05888, over 2473455.65 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06962, over 19185.89 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:34:31,728 INFO [train.py:927] (7/8) Epoch 15, batch 11850, giga_loss[loss=0.2085, simple_loss=0.2973, pruned_loss=0.05982, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2928, pruned_loss=0.05925, over 2473361.07 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06489, over 18108.72 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05112, over 2459805.54 frames. utt_duration=1281 frames, utt_pad_proportion=0.05153, over 7687.00 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2932, pruned_loss=0.06014, over 2473937.47 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06598, over 19303.80 utterances.], batch size: 97, lr: 2.62e-04
2022-08-30 06:36:14,545 INFO [train.py:927] (7/8) Epoch 15, batch 11900, giga_loss[loss=0.2293, simple_loss=0.3112, pruned_loss=0.07375, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.06043, over 2472674.70 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0599, over 17363.99 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2851, pruned_loss=0.05133, over 2460075.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.04996, over 7697.19 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06138, over 2473545.62 frames. utt_duration=527 frames, utt_pad_proportion=0.06199, over 18827.62 utterances.], batch size: 161, lr: 2.62e-04
2022-08-30 06:38:00,008 INFO [train.py:927] (7/8) Epoch 15, batch 11950, giga_loss[loss=0.2195, simple_loss=0.301, pruned_loss=0.06905, over 12149.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03705, over 33.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06159, over 2472267.19 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05954, over 16899.69 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.285, pruned_loss=0.05135, over 2460068.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.04934, over 7672.41 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06251, over 2473190.46 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06156, over 18254.23 utterances.], batch size: 33, lr: 2.62e-04
2022-08-30 06:39:47,351 INFO [train.py:927] (7/8) Epoch 15, batch 12000, libri_loss[loss=0.1636, simple_loss=0.2542, pruned_loss=0.03651, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006784, over 31.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2968, pruned_loss=0.06193, over 2472421.42 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06097, over 16531.64 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2844, pruned_loss=0.05104, over 2460257.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.04883, over 7661.44 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.298, pruned_loss=0.06322, over 2473273.71 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06285, over 17838.15 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 06:39:47,352 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 06:40:02,104 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1748, simple_loss=0.2837, pruned_loss=0.03294, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 06:41:42,055 INFO [train.py:927] (7/8) Epoch 15, batch 12050, giga_loss[loss=0.2331, simple_loss=0.3062, pruned_loss=0.07998, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02758, over 48.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06187, over 2472189.89 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05653, over 15722.84 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2842, pruned_loss=0.05097, over 2460389.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04848, over 7656.81 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2976, pruned_loss=0.06303, over 2472850.42 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05855, over 16825.47 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:43:24,000 INFO [train.py:927] (7/8) Epoch 15, batch 12100, giga_loss[loss=0.228, simple_loss=0.3056, pruned_loss=0.07518, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2959, pruned_loss=0.06236, over 2471893.52 frames. utt_duration=654.3 frames, utt_pad_proportion=0.05581, over 15145.96 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2841, pruned_loss=0.05093, over 2460545.22 frames. utt_duration=1288 frames, utt_pad_proportion=0.0479, over 7649.68 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2972, pruned_loss=0.06352, over 2472484.46 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05787, over 16169.85 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 06:45:06,343 INFO [train.py:927] (7/8) Epoch 15, batch 12150, giga_loss[loss=0.2149, simple_loss=0.3073, pruned_loss=0.06125, over 12451.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2972, pruned_loss=0.06307, over 2472253.30 frames. utt_duration=636.8 frames, utt_pad_proportion=0.0569, over 15565.79 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2844, pruned_loss=0.05099, over 2460718.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.04779, over 7665.81 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2981, pruned_loss=0.0641, over 2472712.05 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05856, over 16466.92 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:46:49,431 INFO [train.py:927] (7/8) Epoch 15, batch 12200, giga_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06321, over 12466.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02962, over 75.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06315, over 2472660.74 frames. utt_duration=635 frames, utt_pad_proportion=0.05874, over 15613.32 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2843, pruned_loss=0.05095, over 2460930.75 frames. utt_duration=1289 frames, utt_pad_proportion=0.04729, over 7644.93 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2986, pruned_loss=0.06416, over 2472979.75 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06023, over 16447.97 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:48:29,041 INFO [train.py:927] (7/8) Epoch 15, batch 12250, giga_loss[loss=0.2327, simple_loss=0.3083, pruned_loss=0.0786, over 12454.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03556, over 86.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2978, pruned_loss=0.06324, over 2472380.63 frames. utt_duration=647.1 frames, utt_pad_proportion=0.05785, over 15319.15 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2851, pruned_loss=0.05122, over 2461334.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.04636, over 7647.35 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2982, pruned_loss=0.06415, over 2472601.91 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05966, over 16201.83 utterances.], batch size: 86, lr: 2.62e-04
2022-08-30 06:50:07,378 INFO [train.py:927] (7/8) Epoch 15, batch 12300, giga_loss[loss=0.1778, simple_loss=0.257, pruned_loss=0.04932, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03626, over 28.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2961, pruned_loss=0.06318, over 2471869.02 frames. utt_duration=641.8 frames, utt_pad_proportion=0.05933, over 15442.07 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2855, pruned_loss=0.05136, over 2461470.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04686, over 7677.86 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2962, pruned_loss=0.06388, over 2472012.88 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06054, over 16183.86 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:51:48,523 INFO [train.py:927] (7/8) Epoch 15, batch 12350, giga_loss[loss=0.1911, simple_loss=0.2773, pruned_loss=0.05251, over 12416.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02499, over 66.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06252, over 2471796.80 frames. utt_duration=630.3 frames, utt_pad_proportion=0.05974, over 15724.12 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2848, pruned_loss=0.05109, over 2461609.31 frames. utt_duration=1290 frames, utt_pad_proportion=0.04634, over 7639.38 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2947, pruned_loss=0.06357, over 2472019.84 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06104, over 16526.64 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:53:28,428 INFO [train.py:927] (7/8) Epoch 15, batch 12400, giga_loss[loss=0.1942, simple_loss=0.2825, pruned_loss=0.05298, over 12373.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2909, pruned_loss=0.06141, over 2471981.08 frames. utt_duration=628.6 frames, utt_pad_proportion=0.05555, over 15768.01 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2849, pruned_loss=0.05125, over 2461563.59 frames. utt_duration=1293 frames, utt_pad_proportion=0.0458, over 7626.84 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2916, pruned_loss=0.06225, over 2472332.57 frames. utt_duration=600 frames, utt_pad_proportion=0.05704, over 16522.22 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 06:55:13,897 INFO [train.py:927] (7/8) Epoch 15, batch 12450, giga_loss[loss=0.1771, simple_loss=0.2613, pruned_loss=0.04638, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03203, over 43.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2876, pruned_loss=0.06017, over 2471620.63 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05969, over 16133.47 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.285, pruned_loss=0.05131, over 2461598.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04545, over 7620.58 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2881, pruned_loss=0.06086, over 2471962.77 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06085, over 16803.72 utterances.], batch size: 43, lr: 2.62e-04
2022-08-30 06:56:56,267 INFO [train.py:927] (7/8) Epoch 15, batch 12500, giga_loss[loss=0.2656, simple_loss=0.34, pruned_loss=0.09564, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2869, pruned_loss=0.05929, over 2472428.87 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05979, over 16482.21 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2849, pruned_loss=0.05133, over 2461969.09 frames. utt_duration=1295 frames, utt_pad_proportion=0.04463, over 7612.02 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2875, pruned_loss=0.06003, over 2472640.92 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06113, over 17239.02 utterances.], batch size: 365, lr: 2.62e-04
2022-08-30 06:58:35,345 INFO [train.py:927] (7/8) Epoch 15, batch 12550, giga_loss[loss=0.2114, simple_loss=0.3037, pruned_loss=0.05952, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02823, over 91.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2866, pruned_loss=0.05807, over 2473083.44 frames. utt_duration=617.7 frames, utt_pad_proportion=0.05602, over 16053.23 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2849, pruned_loss=0.05139, over 2462540.51 frames. utt_duration=1297 frames, utt_pad_proportion=0.04416, over 7605.56 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2871, pruned_loss=0.05888, over 2473090.80 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05768, over 16993.96 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 07:00:14,643 INFO [train.py:927] (7/8) Epoch 15, batch 12600, giga_loss[loss=0.184, simple_loss=0.2662, pruned_loss=0.0509, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2873, pruned_loss=0.05789, over 2473515.64 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06284, over 17039.64 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2849, pruned_loss=0.0515, over 2462783.20 frames. utt_duration=1287 frames, utt_pad_proportion=0.04814, over 7664.62 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2877, pruned_loss=0.05851, over 2473431.29 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06222, over 17847.81 utterances.], batch size: 366, lr: 2.62e-04
2022-08-30 07:01:54,312 INFO [train.py:927] (7/8) Epoch 15, batch 12650, giga_loss[loss=0.2014, simple_loss=0.2798, pruned_loss=0.06148, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2858, pruned_loss=0.05657, over 2473362.96 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06019, over 17150.78 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.05135, over 2462779.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.04751, over 7609.44 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2868, pruned_loss=0.05736, over 2473578.56 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06014, over 18107.69 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 07:03:35,980 INFO [train.py:927] (7/8) Epoch 15, batch 12700, giga_loss[loss=0.1973, simple_loss=0.2937, pruned_loss=0.0504, over 12423.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.285, pruned_loss=0.05606, over 2473658.78 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05605, over 16743.05 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05121, over 2463186.67 frames. utt_duration=1301 frames, utt_pad_proportion=0.04684, over 7582.44 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2863, pruned_loss=0.05691, over 2473647.30 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05653, over 17697.33 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 07:05:15,945 INFO [train.py:927] (7/8) Epoch 15, batch 12750, giga_loss[loss=0.1984, simple_loss=0.2787, pruned_loss=0.05908, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05698, over 2474211.73 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06422, over 16700.96 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05182, over 2463659.58 frames. utt_duration=1276 frames, utt_pad_proportion=0.05431, over 7733.85 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2876, pruned_loss=0.05732, over 2474202.30 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06132, over 17710.35 utterances.], batch size: 40, lr: 2.62e-04
2022-08-30 07:06:55,251 INFO [train.py:927] (7/8) Epoch 15, batch 12800, giga_loss[loss=0.1819, simple_loss=0.2662, pruned_loss=0.04879, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02832, over 45.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2895, pruned_loss=0.05792, over 2474394.04 frames. utt_duration=593 frames, utt_pad_proportion=0.06451, over 16732.76 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2849, pruned_loss=0.05223, over 2463939.45 frames. utt_duration=1265 frames, utt_pad_proportion=0.05763, over 7799.09 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2895, pruned_loss=0.05798, over 2474451.90 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06092, over 17771.39 utterances.], batch size: 45, lr: 2.62e-04
2022-08-30 07:08:35,977 INFO [train.py:927] (7/8) Epoch 15, batch 12850, libri_loss[loss=0.2132, simple_loss=0.3094, pruned_loss=0.05855, over 12364.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01144, over 38.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.29, pruned_loss=0.05811, over 2474475.55 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06087, over 15933.73 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2854, pruned_loss=0.05251, over 2464131.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.05774, over 7845.14 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2897, pruned_loss=0.05809, over 2474663.67 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05813, over 16998.26 utterances.], batch size: 38, lr: 2.62e-04
2022-08-30 07:10:15,726 INFO [train.py:927] (7/8) Epoch 15, batch 12900, giga_loss[loss=0.1967, simple_loss=0.2927, pruned_loss=0.05037, over 12440.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2892, pruned_loss=0.05808, over 2474134.68 frames. utt_duration=630.6 frames, utt_pad_proportion=0.05646, over 15731.81 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05278, over 2464361.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.0569, over 7838.37 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2889, pruned_loss=0.05791, over 2474243.79 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05486, over 16722.12 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 07:11:53,206 INFO [train.py:927] (7/8) Epoch 15, batch 12950, giga_loss[loss=0.1872, simple_loss=0.2853, pruned_loss=0.04452, over 12309.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02968, over 74.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2876, pruned_loss=0.05741, over 2474305.75 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05597, over 15913.60 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05303, over 2464617.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05603, over 7827.76 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2871, pruned_loss=0.05715, over 2474328.66 frames. utt_duration=589 frames, utt_pad_proportion=0.05507, over 16845.98 utterances.], batch size: 74, lr: 2.62e-04
2022-08-30 07:13:33,922 INFO [train.py:927] (7/8) Epoch 15, batch 13000, giga_loss[loss=0.1978, simple_loss=0.2922, pruned_loss=0.05167, over 12323.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2888, pruned_loss=0.05694, over 2474569.09 frames. utt_duration=582 frames, utt_pad_proportion=0.05983, over 17051.74 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05313, over 2465119.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.05509, over 7807.26 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2882, pruned_loss=0.05673, over 2474356.16 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05934, over 18002.00 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 07:15:11,289 INFO [train.py:927] (7/8) Epoch 15, batch 13050, giga_loss[loss=0.1811, simple_loss=0.2687, pruned_loss=0.04677, over 12391.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.0297, over 51.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2888, pruned_loss=0.05693, over 2474795.54 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05792, over 16962.65 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2866, pruned_loss=0.05351, over 2465515.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05813, over 7865.83 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.288, pruned_loss=0.05653, over 2474571.66 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05657, over 17957.14 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:16:49,379 INFO [train.py:927] (7/8) Epoch 15, batch 13100, giga_loss[loss=0.2076, simple_loss=0.2921, pruned_loss=0.06152, over 12440.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03536, over 123.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2871, pruned_loss=0.05748, over 2475684.71 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05533, over 16901.48 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05378, over 2465661.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05834, over 7876.64 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2864, pruned_loss=0.05699, over 2475505.74 frames. utt_duration=558 frames, utt_pad_proportion=0.05431, over 17793.18 utterances.], batch size: 123, lr: 2.62e-04
2022-08-30 07:18:29,053 INFO [train.py:927] (7/8) Epoch 15, batch 13150, giga_loss[loss=0.2247, simple_loss=0.3099, pruned_loss=0.06977, over 12367.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04022, over 145.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2857, pruned_loss=0.05778, over 2475779.95 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05595, over 17220.77 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2868, pruned_loss=0.05389, over 2465782.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.05722, over 7854.94 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.285, pruned_loss=0.05737, over 2475769.91 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05557, over 18160.74 utterances.], batch size: 145, lr: 2.62e-04
2022-08-30 07:20:10,381 INFO [train.py:927] (7/8) Epoch 15, batch 13200, giga_loss[loss=0.2024, simple_loss=0.2981, pruned_loss=0.05333, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05485, over 162.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2833, pruned_loss=0.05668, over 2475272.60 frames. utt_duration=569 frames, utt_pad_proportion=0.05787, over 17446.26 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2871, pruned_loss=0.05411, over 2465550.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05635, over 7838.01 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2824, pruned_loss=0.05621, over 2475651.55 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05785, over 18384.22 utterances.], batch size: 162, lr: 2.62e-04
2022-08-30 07:21:50,112 INFO [train.py:927] (7/8) Epoch 15, batch 13250, giga_loss[loss=0.1795, simple_loss=0.2643, pruned_loss=0.04734, over 12332.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.0527, over 34.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.279, pruned_loss=0.05507, over 2474936.55 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05722, over 17104.70 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2868, pruned_loss=0.05417, over 2465153.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05525, over 7785.58 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2785, pruned_loss=0.0547, over 2475851.62 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05765, over 18151.19 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 07:23:38,385 INFO [train.py:927] (7/8) Epoch 15, batch 13300, giga_loss[loss=0.1693, simple_loss=0.2578, pruned_loss=0.04037, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03402, over 51.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2795, pruned_loss=0.05508, over 2474544.39 frames. utt_duration=573 frames, utt_pad_proportion=0.05686, over 17318.71 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2865, pruned_loss=0.05412, over 2465032.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.0547, over 7758.92 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2793, pruned_loss=0.05485, over 2475517.20 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05746, over 18308.97 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:25:19,828 INFO [train.py:927] (7/8) Epoch 15, batch 13350, giga_loss[loss=0.2077, simple_loss=0.2982, pruned_loss=0.05858, over 12356.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2827, pruned_loss=0.05614, over 2474241.19 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05599, over 17341.87 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.0544, over 2465025.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05388, over 7751.84 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2823, pruned_loss=0.05574, over 2475176.69 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05683, over 18299.18 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 07:27:02,852 INFO [train.py:927] (7/8) Epoch 15, batch 13400, libri_loss[loss=0.1881, simple_loss=0.2715, pruned_loss=0.05235, over 12348.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005232, over 33.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2863, pruned_loss=0.05798, over 2474401.50 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05889, over 17688.15 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.287, pruned_loss=0.05479, over 2465070.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05374, over 7770.50 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05738, over 2475329.54 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05958, over 18672.26 utterances.], batch size: 33, lr: 2.62e-04
2022-08-30 07:28:48,315 INFO [train.py:927] (7/8) Epoch 15, batch 13450, giga_loss[loss=0.1829, simple_loss=0.2727, pruned_loss=0.04654, over 12357.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03228, over 51.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2909, pruned_loss=0.0611, over 2474754.86 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06107, over 18061.69 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2869, pruned_loss=0.05492, over 2465154.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05308, over 7758.37 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2905, pruned_loss=0.0606, over 2475617.09 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06177, over 19079.01 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:30:31,969 INFO [train.py:927] (7/8) Epoch 15, batch 13500, giga_loss[loss=0.2458, simple_loss=0.3241, pruned_loss=0.08376, over 12353.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0304, over 85.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2969, pruned_loss=0.06463, over 2474969.38 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0597, over 18179.20 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2871, pruned_loss=0.0552, over 2465493.79 frames. utt_duration=1267 frames, utt_pad_proportion=0.05384, over 7793.01 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2965, pruned_loss=0.06417, over 2475576.13 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0601, over 19191.02 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 07:32:18,640 INFO [train.py:927] (7/8) Epoch 15, batch 13550, giga_loss[loss=0.2694, simple_loss=0.3406, pruned_loss=0.09904, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3036, pruned_loss=0.06947, over 2474762.48 frames. utt_duration=536.1 frames, utt_pad_proportion=0.05944, over 18517.25 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05521, over 2465555.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.0534, over 7769.25 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.06923, over 2475297.16 frames. utt_duration=510 frames, utt_pad_proportion=0.05995, over 19470.76 utterances.], batch size: 146, lr: 2.62e-04
2022-08-30 07:34:02,915 INFO [train.py:927] (7/8) Epoch 15, batch 13600, giga_loss[loss=0.1952, simple_loss=0.2866, pruned_loss=0.05197, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3072, pruned_loss=0.07245, over 2473908.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06513, over 18675.66 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2868, pruned_loss=0.05533, over 2465834.53 frames. utt_duration=1274 frames, utt_pad_proportion=0.05264, over 7753.96 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3076, pruned_loss=0.07243, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 07:35:50,416 INFO [train.py:927] (7/8) Epoch 15, batch 13650, giga_loss[loss=0.2834, simple_loss=0.35, pruned_loss=0.1084, over 12396.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06388, over 183.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3114, pruned_loss=0.07655, over 2474453.85 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07221, over 19809.83 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2865, pruned_loss=0.05534, over 2465986.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.05212, over 7747.34 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07713, over 2474826.59 frames. utt_duration=474 frames, utt_pad_proportion=0.07257, over 20951.59 utterances.], batch size: 183, lr: 2.62e-04
2022-08-30 07:37:40,116 INFO [train.py:927] (7/8) Epoch 15, batch 13700, giga_loss[loss=0.3148, simple_loss=0.3628, pruned_loss=0.1334, over 12393.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07796, over 213.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08096, over 2474512.10 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0787, over 20820.32 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.287, pruned_loss=0.05579, over 2466420.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.05585, over 7820.67 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3182, pruned_loss=0.0818, over 2474665.67 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07776, over 22091.60 utterances.], batch size: 213, lr: 2.62e-04
2022-08-30 07:39:24,679 INFO [train.py:927] (7/8) Epoch 15, batch 13750, libri_loss[loss=0.2148, simple_loss=0.3013, pruned_loss=0.06412, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007504, over 31.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3178, pruned_loss=0.0826, over 2474483.77 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08728, over 21947.51 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2874, pruned_loss=0.05598, over 2466606.85 frames. utt_duration=1265 frames, utt_pad_proportion=0.05524, over 7807.42 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08345, over 2474544.28 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08648, over 23156.80 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 07:41:09,053 INFO [train.py:927] (7/8) Epoch 15, batch 13800, giga_loss[loss=0.2287, simple_loss=0.305, pruned_loss=0.07623, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03103, over 42.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3185, pruned_loss=0.08253, over 2473499.03 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08646, over 21634.16 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.05607, over 2466716.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05449, over 7787.49 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.32, pruned_loss=0.08359, over 2473568.47 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08627, over 22860.49 utterances.], batch size: 42, lr: 2.61e-04
2022-08-30 07:42:53,727 INFO [train.py:927] (7/8) Epoch 15, batch 13850, giga_loss[loss=0.2036, simple_loss=0.2969, pruned_loss=0.05513, over 12386.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.32, pruned_loss=0.08385, over 2474049.88 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08969, over 22896.41 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2877, pruned_loss=0.05656, over 2466808.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.05357, over 7775.76 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3218, pruned_loss=0.08488, over 2474204.29 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08987, over 24220.78 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 07:44:39,706 INFO [train.py:927] (7/8) Epoch 15, batch 13900, giga_loss[loss=0.2179, simple_loss=0.306, pruned_loss=0.06486, over 12421.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3188, pruned_loss=0.08165, over 2474449.37 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08438, over 22173.53 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2876, pruned_loss=0.05678, over 2467132.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.05722, over 7842.98 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.321, pruned_loss=0.08288, over 2474427.23 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08418, over 23506.94 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 07:46:26,014 INFO [train.py:927] (7/8) Epoch 15, batch 13950, giga_loss[loss=0.2227, simple_loss=0.3003, pruned_loss=0.07255, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07449, over 213.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.07901, over 2474331.62 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08134, over 22193.61 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2871, pruned_loss=0.05659, over 2466999.51 frames. utt_duration=1264 frames, utt_pad_proportion=0.05635, over 7817.26 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3187, pruned_loss=0.08078, over 2474619.82 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0818, over 23657.37 utterances.], batch size: 213, lr: 2.61e-04
2022-08-30 07:48:09,445 INFO [train.py:927] (7/8) Epoch 15, batch 14000, giga_loss[loss=0.2935, simple_loss=0.3485, pruned_loss=0.1192, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1016, over 257.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3139, pruned_loss=0.07765, over 2474082.68 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07528, over 21361.78 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.287, pruned_loss=0.05655, over 2466910.49 frames. utt_duration=1269 frames, utt_pad_proportion=0.05557, over 7787.13 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3169, pruned_loss=0.07948, over 2474521.03 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07635, over 22800.57 utterances.], batch size: 257, lr: 2.61e-04
2022-08-30 07:50:03,601 INFO [train.py:927] (7/8) Epoch 15, batch 14050, giga_loss[loss=0.1973, simple_loss=0.2848, pruned_loss=0.05491, over 12440.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03612, over 105.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3135, pruned_loss=0.0771, over 2474182.69 frames. utt_duration=476 frames, utt_pad_proportion=0.07183, over 20853.09 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2871, pruned_loss=0.05678, over 2466934.29 frames. utt_duration=1271 frames, utt_pad_proportion=0.05492, over 7772.39 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3161, pruned_loss=0.07862, over 2474608.21 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07315, over 22175.33 utterances.], batch size: 105, lr: 2.61e-04
2022-08-30 07:51:55,644 INFO [train.py:927] (7/8) Epoch 15, batch 14100, giga_loss[loss=0.1933, simple_loss=0.2945, pruned_loss=0.04606, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3138, pruned_loss=0.07463, over 2474803.33 frames. utt_duration=493 frames, utt_pad_proportion=0.06646, over 20136.62 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05682, over 2467213.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05447, over 7765.68 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.316, pruned_loss=0.07595, over 2474960.48 frames. utt_duration=466.4 frames, utt_pad_proportion=0.068, over 21292.10 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 07:53:41,185 INFO [train.py:927] (7/8) Epoch 15, batch 14150, giga_loss[loss=0.1877, simple_loss=0.2805, pruned_loss=0.04741, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02843, over 70.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3127, pruned_loss=0.07446, over 2475048.51 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06593, over 19744.78 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2868, pruned_loss=0.05686, over 2467452.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.05326, over 7720.70 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3156, pruned_loss=0.07603, over 2475191.89 frames. utt_duration=471 frames, utt_pad_proportion=0.06775, over 21084.13 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 07:55:27,662 INFO [train.py:927] (7/8) Epoch 15, batch 14200, giga_loss[loss=0.254, simple_loss=0.3203, pruned_loss=0.09388, over 12401.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07795, over 213.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07371, over 2474776.07 frames. utt_duration=508 frames, utt_pad_proportion=0.06746, over 19542.41 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2873, pruned_loss=0.05723, over 2467289.38 frames. utt_duration=1267 frames, utt_pad_proportion=0.05715, over 7801.65 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3134, pruned_loss=0.07503, over 2475204.51 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06775, over 20807.98 utterances.], batch size: 213, lr: 2.61e-04
2022-08-30 07:57:16,743 INFO [train.py:927] (7/8) Epoch 15, batch 14250, giga_loss[loss=0.206, simple_loss=0.2996, pruned_loss=0.05625, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04297, over 31.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3103, pruned_loss=0.0737, over 2474512.39 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07374, over 20415.29 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.287, pruned_loss=0.05718, over 2467337.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05661, over 7785.63 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3128, pruned_loss=0.07502, over 2474915.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07388, over 21599.54 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 07:59:03,176 INFO [train.py:927] (7/8) Epoch 15, batch 14300, libri_loss[loss=0.1873, simple_loss=0.2684, pruned_loss=0.05306, over 12120.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006307, over 32.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3101, pruned_loss=0.07302, over 2474453.18 frames. utt_duration=496 frames, utt_pad_proportion=0.0751, over 20014.34 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.287, pruned_loss=0.05719, over 2467297.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.05596, over 7778.85 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3125, pruned_loss=0.0743, over 2474919.56 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0755, over 21140.72 utterances.], batch size: 32, lr: 2.61e-04
2022-08-30 08:00:49,572 INFO [train.py:927] (7/8) Epoch 15, batch 14350, libri_loss[loss=0.2204, simple_loss=0.3008, pruned_loss=0.07, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005762, over 35.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3082, pruned_loss=0.07227, over 2474122.90 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07149, over 19491.81 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2871, pruned_loss=0.05733, over 2467336.76 frames. utt_duration=1273 frames, utt_pad_proportion=0.05509, over 7760.40 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3104, pruned_loss=0.07343, over 2474561.95 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07238, over 20611.78 utterances.], batch size: 35, lr: 2.61e-04
2022-08-30 08:02:32,902 INFO [train.py:927] (7/8) Epoch 15, batch 14400, giga_loss[loss=0.3057, simple_loss=0.3604, pruned_loss=0.1255, over 12350.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3074, pruned_loss=0.07244, over 2474568.90 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07014, over 19337.93 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2868, pruned_loss=0.05743, over 2467651.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.0541, over 7728.72 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3098, pruned_loss=0.0736, over 2474790.81 frames. utt_duration=484 frames, utt_pad_proportion=0.07135, over 20515.75 utterances.], batch size: 258, lr: 2.61e-04
2022-08-30 08:04:16,484 INFO [train.py:927] (7/8) Epoch 15, batch 14450, giga_loss[loss=0.2112, simple_loss=0.2943, pruned_loss=0.06399, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05173, over 34.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3055, pruned_loss=0.07187, over 2474008.39 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06968, over 19261.13 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2873, pruned_loss=0.05778, over 2467424.83 frames. utt_duration=1268 frames, utt_pad_proportion=0.05795, over 7793.73 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3074, pruned_loss=0.0728, over 2474534.07 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06936, over 20397.89 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 08:06:00,213 INFO [train.py:927] (7/8) Epoch 15, batch 14500, libri_loss[loss=0.1972, simple_loss=0.2776, pruned_loss=0.05838, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005558, over 34.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3047, pruned_loss=0.07196, over 2474017.80 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0714, over 19796.24 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2871, pruned_loss=0.05792, over 2467431.07 frames. utt_duration=1274 frames, utt_pad_proportion=0.05673, over 7756.33 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07297, over 2474646.16 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07166, over 21087.16 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 08:07:44,250 INFO [train.py:927] (7/8) Epoch 15, batch 14550, giga_loss[loss=0.228, simple_loss=0.3125, pruned_loss=0.07179, over 12419.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07111, over 2474490.68 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06804, over 19606.05 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2873, pruned_loss=0.05805, over 2467354.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05608, over 7751.03 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3067, pruned_loss=0.07198, over 2475128.41 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06872, over 20782.24 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:09:29,664 INFO [train.py:927] (7/8) Epoch 15, batch 14600, giga_loss[loss=0.2467, simple_loss=0.3252, pruned_loss=0.08411, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03074, over 122.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.305, pruned_loss=0.0714, over 2474777.33 frames. utt_duration=503.3 frames, utt_pad_proportion=0.0709, over 19723.03 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2873, pruned_loss=0.05815, over 2467708.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05877, over 7806.16 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3072, pruned_loss=0.07253, over 2475255.73 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07059, over 21100.01 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:11:19,515 INFO [train.py:927] (7/8) Epoch 15, batch 14650, giga_loss[loss=0.2201, simple_loss=0.3025, pruned_loss=0.06886, over 12354.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3082, pruned_loss=0.07431, over 2474632.90 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07248, over 20635.60 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2872, pruned_loss=0.05814, over 2467438.44 frames. utt_duration=1272 frames, utt_pad_proportion=0.05735, over 7766.74 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.07568, over 2475476.58 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07272, over 22178.32 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:13:03,888 INFO [train.py:927] (7/8) Epoch 15, batch 14700, giga_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06189, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02309, over 45.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3078, pruned_loss=0.075, over 2475462.84 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07547, over 20746.47 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2871, pruned_loss=0.05822, over 2467743.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.05643, over 7745.63 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3104, pruned_loss=0.0764, over 2476030.31 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07588, over 22296.23 utterances.], batch size: 45, lr: 2.61e-04
2022-08-30 08:14:49,310 INFO [train.py:927] (7/8) Epoch 15, batch 14750, giga_loss[loss=0.2014, simple_loss=0.2947, pruned_loss=0.05408, over 12319.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02834, over 74.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3078, pruned_loss=0.07538, over 2475010.24 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07395, over 20371.88 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2874, pruned_loss=0.0585, over 2467800.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.0606, over 7823.90 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3096, pruned_loss=0.07629, over 2475435.82 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07303, over 21570.30 utterances.], batch size: 74, lr: 2.61e-04
2022-08-30 08:16:32,826 INFO [train.py:927] (7/8) Epoch 15, batch 14800, giga_loss[loss=0.2304, simple_loss=0.2895, pruned_loss=0.08561, over 12361.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07327, over 2474249.04 frames. utt_duration=493 frames, utt_pad_proportion=0.0729, over 20134.30 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2877, pruned_loss=0.05877, over 2467893.34 frames. utt_duration=1264 frames, utt_pad_proportion=0.05967, over 7816.54 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07404, over 2474625.19 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07261, over 21325.33 utterances.], batch size: 365, lr: 2.61e-04
2022-08-30 08:18:21,708 INFO [train.py:927] (7/8) Epoch 15, batch 14850, giga_loss[loss=0.2003, simple_loss=0.2853, pruned_loss=0.05761, over 12407.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02555, over 70.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.305, pruned_loss=0.07229, over 2474913.98 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07139, over 19964.95 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2885, pruned_loss=0.05914, over 2468441.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.06259, over 7910.94 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3062, pruned_loss=0.07315, over 2474963.44 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07055, over 21379.87 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:20:06,367 INFO [train.py:927] (7/8) Epoch 15, batch 14900, giga_loss[loss=0.2768, simple_loss=0.3407, pruned_loss=0.1064, over 12427.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3062, pruned_loss=0.07392, over 2475500.64 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06944, over 20066.40 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2886, pruned_loss=0.05934, over 2468489.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.06164, over 7886.93 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3074, pruned_loss=0.07468, over 2475615.80 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06926, over 21426.87 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:21:55,090 INFO [train.py:927] (7/8) Epoch 15, batch 14950, giga_loss[loss=0.3349, simple_loss=0.3786, pruned_loss=0.1456, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3097, pruned_loss=0.07435, over 2474845.92 frames. utt_duration=501.3 frames, utt_pad_proportion=0.068, over 19803.59 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.289, pruned_loss=0.05965, over 2468488.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.06051, over 7883.37 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.07508, over 2475125.19 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06837, over 21226.44 utterances.], batch size: 259, lr: 2.61e-04
2022-08-30 08:23:41,278 INFO [train.py:927] (7/8) Epoch 15, batch 15000, libri_loss[loss=0.1609, simple_loss=0.2423, pruned_loss=0.0397, over 12226.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03469, over 27.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3119, pruned_loss=0.07502, over 2474493.76 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07031, over 20284.94 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05948, over 2468168.22 frames. utt_duration=1258 frames, utt_pad_proportion=0.06, over 7854.25 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3134, pruned_loss=0.07597, over 2475119.51 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07069, over 21618.06 utterances.], batch size: 27, lr: 2.61e-04
2022-08-30 08:23:41,279 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 08:23:55,265 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1719, simple_loss=0.2826, pruned_loss=0.0306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 08:25:39,022 INFO [train.py:927] (7/8) Epoch 15, batch 15050, giga_loss[loss=0.2173, simple_loss=0.2931, pruned_loss=0.07072, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03004, over 42.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3123, pruned_loss=0.07586, over 2473904.63 frames. utt_duration=503 frames, utt_pad_proportion=0.06696, over 19732.27 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2884, pruned_loss=0.0595, over 2468101.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05906, over 7839.11 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07701, over 2474626.99 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06785, over 21139.62 utterances.], batch size: 42, lr: 2.61e-04
2022-08-30 08:27:24,386 INFO [train.py:927] (7/8) Epoch 15, batch 15100, giga_loss[loss=0.2398, simple_loss=0.3228, pruned_loss=0.07836, over 12378.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07595, over 2474577.49 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06353, over 19224.18 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2886, pruned_loss=0.05973, over 2468290.38 frames. utt_duration=1247 frames, utt_pad_proportion=0.06353, over 7925.36 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3136, pruned_loss=0.07695, over 2475084.69 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06297, over 20472.61 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:29:07,898 INFO [train.py:927] (7/8) Epoch 15, batch 15150, giga_loss[loss=0.2223, simple_loss=0.3036, pruned_loss=0.07045, over 12415.00 frames. utt_duration=975 frames, utt_pad_proportion=0.02691, over 51.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07618, over 2474804.56 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06307, over 19382.71 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2887, pruned_loss=0.05979, over 2468248.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.06293, over 7928.53 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3123, pruned_loss=0.07713, over 2475310.68 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06286, over 20510.43 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 08:30:52,217 INFO [train.py:927] (7/8) Epoch 15, batch 15200, giga_loss[loss=0.1958, simple_loss=0.275, pruned_loss=0.05827, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03092, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3094, pruned_loss=0.07577, over 2474053.46 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06451, over 19580.05 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2886, pruned_loss=0.05989, over 2467888.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.06291, over 7922.89 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3112, pruned_loss=0.07671, over 2474877.59 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06427, over 20681.02 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 08:32:31,907 INFO [train.py:927] (7/8) Epoch 15, batch 15250, giga_loss[loss=0.2699, simple_loss=0.3393, pruned_loss=0.1002, over 12411.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07597, over 213.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3079, pruned_loss=0.07528, over 2473534.91 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07082, over 19677.22 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2893, pruned_loss=0.0606, over 2467455.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.0694, over 8059.96 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07612, over 2474908.57 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06801, over 20992.38 utterances.], batch size: 213, lr: 2.61e-04
2022-08-30 08:34:18,006 INFO [train.py:927] (7/8) Epoch 15, batch 15300, giga_loss[loss=0.3063, simple_loss=0.3567, pruned_loss=0.128, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07537, over 2474325.95 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07319, over 19796.54 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.289, pruned_loss=0.06059, over 2467851.02 frames. utt_duration=1233 frames, utt_pad_proportion=0.0682, over 8015.93 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07638, over 2475220.20 frames. utt_duration=470 frames, utt_pad_proportion=0.07121, over 21132.95 utterances.], batch size: 257, lr: 2.61e-04
2022-08-30 08:36:02,028 INFO [train.py:927] (7/8) Epoch 15, batch 15350, giga_loss[loss=0.2499, simple_loss=0.3299, pruned_loss=0.08498, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03359, over 86.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3093, pruned_loss=0.0758, over 2474639.75 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07168, over 20027.68 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06068, over 2467534.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06744, over 7993.81 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.07671, over 2475727.14 frames. utt_duration=467 frames, utt_pad_proportion=0.07051, over 21271.53 utterances.], batch size: 86, lr: 2.61e-04
2022-08-30 08:37:44,133 INFO [train.py:927] (7/8) Epoch 15, batch 15400, giga_loss[loss=0.346, simple_loss=0.3816, pruned_loss=0.1552, over 12352.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3121, pruned_loss=0.07601, over 2474258.17 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07579, over 20833.69 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06069, over 2467748.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.06666, over 7981.98 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3137, pruned_loss=0.07691, over 2475012.42 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07497, over 21984.32 utterances.], batch size: 369, lr: 2.61e-04
2022-08-30 08:39:30,167 INFO [train.py:927] (7/8) Epoch 15, batch 15450, giga_loss[loss=0.2323, simple_loss=0.3145, pruned_loss=0.07507, over 12420.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03848, over 133.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3147, pruned_loss=0.07762, over 2472975.13 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07559, over 20968.93 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06075, over 2467332.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06569, over 7967.47 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3165, pruned_loss=0.07857, over 2474053.10 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07533, over 22128.74 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:41:10,415 INFO [train.py:927] (7/8) Epoch 15, batch 15500, giga_loss[loss=0.2445, simple_loss=0.3248, pruned_loss=0.08214, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04123, over 113.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.315, pruned_loss=0.07829, over 2473945.75 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07708, over 20760.59 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.289, pruned_loss=0.06089, over 2467346.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.06711, over 7981.63 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.07983, over 2475131.48 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07642, over 22377.99 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:42:52,556 INFO [train.py:927] (7/8) Epoch 15, batch 15550, giga_loss[loss=0.2133, simple_loss=0.3041, pruned_loss=0.06121, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.0356, over 33.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3148, pruned_loss=0.07879, over 2473902.29 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07546, over 21073.07 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2891, pruned_loss=0.06114, over 2467372.34 frames. utt_duration=1229 frames, utt_pad_proportion=0.07002, over 8038.35 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.318, pruned_loss=0.0804, over 2475063.97 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07429, over 22745.63 utterances.], batch size: 33, lr: 2.61e-04
2022-08-30 08:44:33,620 INFO [train.py:927] (7/8) Epoch 15, batch 15600, giga_loss[loss=0.2799, simple_loss=0.3335, pruned_loss=0.1132, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.07738, over 2473218.51 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07723, over 21311.42 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2894, pruned_loss=0.0614, over 2467152.35 frames. utt_duration=1233 frames, utt_pad_proportion=0.06817, over 8014.38 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3175, pruned_loss=0.07897, over 2474552.64 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07686, over 23107.60 utterances.], batch size: 370, lr: 2.61e-04
2022-08-30 08:46:15,177 INFO [train.py:927] (7/8) Epoch 15, batch 15650, giga_loss[loss=0.2884, simple_loss=0.3476, pruned_loss=0.1146, over 12379.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07462, over 212.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3148, pruned_loss=0.07738, over 2473133.16 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07535, over 21362.47 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2895, pruned_loss=0.0616, over 2466810.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06713, over 7988.28 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3176, pruned_loss=0.07876, over 2474598.68 frames. utt_duration=431 frames, utt_pad_proportion=0.07554, over 23042.82 utterances.], batch size: 212, lr: 2.61e-04
2022-08-30 08:47:59,278 INFO [train.py:927] (7/8) Epoch 15, batch 15700, giga_loss[loss=0.2219, simple_loss=0.301, pruned_loss=0.07143, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05334, over 162.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3128, pruned_loss=0.07591, over 2473594.41 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0739, over 20742.59 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2897, pruned_loss=0.0617, over 2467026.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.06588, over 7970.76 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3154, pruned_loss=0.07725, over 2474712.19 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07462, over 22396.90 utterances.], batch size: 162, lr: 2.61e-04
2022-08-30 08:49:44,340 INFO [train.py:927] (7/8) Epoch 15, batch 15750, giga_loss[loss=0.2194, simple_loss=0.2991, pruned_loss=0.06986, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03989, over 113.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07551, over 2474442.11 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07239, over 20549.64 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2898, pruned_loss=0.06188, over 2467172.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06845, over 8005.46 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3135, pruned_loss=0.07688, over 2475441.16 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0723, over 22255.33 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:51:23,568 INFO [train.py:927] (7/8) Epoch 15, batch 15800, giga_loss[loss=0.2137, simple_loss=0.3011, pruned_loss=0.06315, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02715, over 58.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3103, pruned_loss=0.07576, over 2475102.45 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07634, over 21161.14 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2901, pruned_loss=0.06198, over 2467413.64 frames. utt_duration=1235 frames, utt_pad_proportion=0.0679, over 8002.42 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3124, pruned_loss=0.07687, over 2475745.45 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07621, over 22613.42 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 08:53:03,624 INFO [train.py:927] (7/8) Epoch 15, batch 15850, giga_loss[loss=0.2078, simple_loss=0.2967, pruned_loss=0.05948, over 12375.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.073, over 2474710.69 frames. utt_duration=472 frames, utt_pad_proportion=0.07629, over 21037.35 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.29, pruned_loss=0.06193, over 2467522.57 frames. utt_duration=1236 frames, utt_pad_proportion=0.06765, over 7994.41 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3087, pruned_loss=0.07396, over 2475147.25 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07628, over 22241.96 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 08:54:47,588 INFO [train.py:927] (7/8) Epoch 15, batch 15900, giga_loss[loss=0.2654, simple_loss=0.3291, pruned_loss=0.1008, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06208, over 183.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3062, pruned_loss=0.0726, over 2475173.09 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08121, over 22277.06 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.29, pruned_loss=0.06193, over 2467483.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.06716, over 7979.52 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3077, pruned_loss=0.07346, over 2475618.90 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08121, over 23373.99 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:56:33,599 INFO [train.py:927] (7/8) Epoch 15, batch 15950, giga_loss[loss=0.2629, simple_loss=0.3349, pruned_loss=0.09545, over 12416.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04301, over 146.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07212, over 2475787.82 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07687, over 21646.72 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2904, pruned_loss=0.0621, over 2467605.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.0667, over 7980.94 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3054, pruned_loss=0.07277, over 2476121.43 frames. utt_duration=438 frames, utt_pad_proportion=0.07726, over 22689.98 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 08:58:14,755 INFO [train.py:927] (7/8) Epoch 15, batch 16000, giga_loss[loss=0.2316, simple_loss=0.3063, pruned_loss=0.07842, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3059, pruned_loss=0.07301, over 2474862.91 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07562, over 21466.51 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.29, pruned_loss=0.06215, over 2467218.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06549, over 7941.76 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3075, pruned_loss=0.07372, over 2475660.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07643, over 22635.99 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 08:59:58,039 INFO [train.py:927] (7/8) Epoch 15, batch 16050, giga_loss[loss=0.203, simple_loss=0.2877, pruned_loss=0.05918, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03113, over 75.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07393, over 2475783.13 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07216, over 21230.79 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2905, pruned_loss=0.06246, over 2467608.60 frames. utt_duration=1245 frames, utt_pad_proportion=0.06432, over 7940.70 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07451, over 2476263.97 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07343, over 22528.96 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 09:01:45,432 INFO [train.py:927] (7/8) Epoch 15, batch 16100, giga_loss[loss=0.2647, simple_loss=0.3212, pruned_loss=0.1041, over 12347.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.07486, over 2475211.18 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07072, over 21019.44 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2904, pruned_loss=0.06245, over 2467583.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06392, over 7939.06 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3101, pruned_loss=0.0756, over 2475821.29 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07197, over 22351.48 utterances.], batch size: 368, lr: 2.61e-04
2022-08-30 09:03:30,901 INFO [train.py:927] (7/8) Epoch 15, batch 16150, giga_loss[loss=0.2604, simple_loss=0.3417, pruned_loss=0.08956, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04898, over 34.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07546, over 2474857.26 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07077, over 20542.78 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2897, pruned_loss=0.06224, over 2467266.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.06244, over 7887.15 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3118, pruned_loss=0.07663, over 2475858.31 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0723, over 22054.28 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 09:05:21,169 INFO [train.py:927] (7/8) Epoch 15, batch 16200, giga_loss[loss=0.2135, simple_loss=0.3123, pruned_loss=0.05736, over 12394.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02924, over 58.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.31, pruned_loss=0.07584, over 2474641.70 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0782, over 20952.63 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2897, pruned_loss=0.06235, over 2466952.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.06573, over 7937.24 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3122, pruned_loss=0.07691, over 2475836.25 frames. utt_duration=444.9 frames, utt_pad_proportion=0.078, over 22331.26 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 09:07:05,903 INFO [train.py:927] (7/8) Epoch 15, batch 16250, giga_loss[loss=0.2746, simple_loss=0.3389, pruned_loss=0.1052, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3103, pruned_loss=0.07469, over 2475177.68 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07165, over 20605.09 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2899, pruned_loss=0.06256, over 2466996.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.0644, over 7920.80 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3125, pruned_loss=0.07576, over 2476369.15 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07239, over 22139.75 utterances.], batch size: 258, lr: 2.61e-04
2022-08-30 09:08:52,228 INFO [train.py:927] (7/8) Epoch 15, batch 16300, giga_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06566, over 12424.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02802, over 62.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3103, pruned_loss=0.07549, over 2475552.94 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07147, over 20532.94 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2901, pruned_loss=0.0627, over 2467182.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.06265, over 7894.98 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3126, pruned_loss=0.07664, over 2476613.88 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07277, over 22206.36 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 09:10:34,894 INFO [train.py:927] (7/8) Epoch 15, batch 16350, giga_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07574, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.07623, over 2475200.29 frames. utt_duration=462 frames, utt_pad_proportion=0.08241, over 21496.00 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2905, pruned_loss=0.063, over 2467016.98 frames. utt_duration=1241 frames, utt_pad_proportion=0.06623, over 7961.80 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3112, pruned_loss=0.07704, over 2476315.21 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08178, over 22941.51 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 09:12:17,786 INFO [train.py:927] (7/8) Epoch 15, batch 16400, giga_loss[loss=0.2414, simple_loss=0.313, pruned_loss=0.08484, over 12339.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0362, over 104.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3089, pruned_loss=0.07649, over 2474684.79 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08504, over 21981.38 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2907, pruned_loss=0.06322, over 2466879.76 frames. utt_duration=1245 frames, utt_pad_proportion=0.06468, over 7937.27 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3106, pruned_loss=0.07732, over 2475937.07 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08506, over 23558.34 utterances.], batch size: 104, lr: 2.61e-04
2022-08-30 09:14:02,202 INFO [train.py:927] (7/8) Epoch 15, batch 16450, giga_loss[loss=0.2996, simple_loss=0.3573, pruned_loss=0.1209, over 12391.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3101, pruned_loss=0.07718, over 2474695.60 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08244, over 21414.93 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2914, pruned_loss=0.06368, over 2467261.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.07237, over 8109.04 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07775, over 2475510.69 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0805, over 22818.66 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 09:15:48,218 INFO [train.py:927] (7/8) Epoch 15, batch 16500, giga_loss[loss=0.2096, simple_loss=0.2971, pruned_loss=0.06099, over 12433.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03266, over 75.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3101, pruned_loss=0.07745, over 2475120.69 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08342, over 21934.23 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2914, pruned_loss=0.06359, over 2467124.43 frames. utt_duration=1221 frames, utt_pad_proportion=0.07154, over 8089.51 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3113, pruned_loss=0.07812, over 2475968.17 frames. utt_duration=428 frames, utt_pad_proportion=0.08213, over 23220.70 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 09:17:34,114 INFO [train.py:927] (7/8) Epoch 15, batch 16550, libri_loss[loss=0.1799, simple_loss=0.2624, pruned_loss=0.04877, over 12204.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01063, over 29.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3097, pruned_loss=0.07719, over 2474546.20 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08206, over 21888.84 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2912, pruned_loss=0.06349, over 2466999.99 frames. utt_duration=1229 frames, utt_pad_proportion=0.07007, over 8038.13 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3114, pruned_loss=0.07829, over 2475601.12 frames. utt_duration=424 frames, utt_pad_proportion=0.08169, over 23433.34 utterances.], batch size: 29, lr: 2.61e-04
2022-08-30 09:19:21,112 INFO [train.py:927] (7/8) Epoch 15, batch 16600, giga_loss[loss=0.2939, simple_loss=0.3477, pruned_loss=0.12, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3104, pruned_loss=0.07757, over 2474546.33 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08159, over 21743.43 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2911, pruned_loss=0.06351, over 2466713.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06956, over 8025.75 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3121, pruned_loss=0.07854, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 2.61e-04
2022-08-30 09:21:04,780 INFO [train.py:927] (7/8) Epoch 15, batch 16650, giga_loss[loss=0.256, simple_loss=0.3319, pruned_loss=0.09001, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3117, pruned_loss=0.07926, over 2474101.39 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08201, over 22243.34 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2907, pruned_loss=0.06328, over 2466680.60 frames. utt_duration=1236 frames, utt_pad_proportion=0.06832, over 7994.39 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3138, pruned_loss=0.08056, over 2475200.47 frames. utt_duration=420 frames, utt_pad_proportion=0.08239, over 23655.97 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 09:22:47,484 INFO [train.py:927] (7/8) Epoch 15, batch 16700, giga_loss[loss=0.2353, simple_loss=0.3233, pruned_loss=0.07364, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3112, pruned_loss=0.07806, over 2473414.34 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07915, over 20599.44 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2907, pruned_loss=0.06349, over 2466244.99 frames. utt_duration=1225 frames, utt_pad_proportion=0.07142, over 8062.02 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07957, over 2474987.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07898, over 22248.08 utterances.], batch size: 123, lr: 2.60e-04
2022-08-30 09:24:30,208 INFO [train.py:927] (7/8) Epoch 15, batch 16750, giga_loss[loss=0.2205, simple_loss=0.3102, pruned_loss=0.06539, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3122, pruned_loss=0.07835, over 2473468.61 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08275, over 21135.80 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.0634, over 2466450.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.0707, over 8049.33 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3152, pruned_loss=0.08009, over 2474734.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08276, over 22851.25 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 09:26:14,465 INFO [train.py:927] (7/8) Epoch 15, batch 16800, libri_loss[loss=0.224, simple_loss=0.2996, pruned_loss=0.07426, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005722, over 35.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3112, pruned_loss=0.07783, over 2472663.38 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08139, over 21202.98 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2903, pruned_loss=0.06344, over 2466105.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.0696, over 8027.52 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07943, over 2474123.35 frames. utt_duration=435 frames, utt_pad_proportion=0.08188, over 22825.89 utterances.], batch size: 35, lr: 2.60e-04
2022-08-30 09:27:59,510 INFO [train.py:927] (7/8) Epoch 15, batch 16850, giga_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.082, over 12472.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3124, pruned_loss=0.0784, over 2472902.57 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08232, over 21644.48 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2905, pruned_loss=0.06374, over 2466423.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.07253, over 8089.39 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07979, over 2473974.52 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08189, over 23248.13 utterances.], batch size: 86, lr: 2.60e-04
2022-08-30 09:29:47,868 INFO [train.py:927] (7/8) Epoch 15, batch 16900, libri_loss[loss=0.2389, simple_loss=0.3118, pruned_loss=0.08304, over 12444.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009951, over 39.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3126, pruned_loss=0.07909, over 2473971.12 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07824, over 21716.59 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2904, pruned_loss=0.06383, over 2466650.81 frames. utt_duration=1212 frames, utt_pad_proportion=0.07555, over 8148.26 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3152, pruned_loss=0.08045, over 2474778.54 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07737, over 23251.66 utterances.], batch size: 39, lr: 2.60e-04
2022-08-30 09:31:31,134 INFO [train.py:927] (7/8) Epoch 15, batch 16950, giga_loss[loss=0.2378, simple_loss=0.3222, pruned_loss=0.0767, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03525, over 51.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.07924, over 2473860.96 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07761, over 21653.34 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2903, pruned_loss=0.06379, over 2466620.54 frames. utt_duration=1205 frames, utt_pad_proportion=0.07863, over 8195.60 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.316, pruned_loss=0.08062, over 2474649.80 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07591, over 23068.91 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 09:33:13,930 INFO [train.py:927] (7/8) Epoch 15, batch 17000, giga_loss[loss=0.2191, simple_loss=0.3074, pruned_loss=0.06542, over 12446.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04102, over 114.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07952, over 2473642.95 frames. utt_duration=439 frames, utt_pad_proportion=0.08434, over 22613.42 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2902, pruned_loss=0.06374, over 2466785.69 frames. utt_duration=1210 frames, utt_pad_proportion=0.07671, over 8163.17 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08117, over 2474368.86 frames. utt_duration=410.3 frames, utt_pad_proportion=0.08325, over 24207.99 utterances.], batch size: 114, lr: 2.60e-04
2022-08-30 09:34:57,808 INFO [train.py:927] (7/8) Epoch 15, batch 17050, giga_loss[loss=0.2907, simple_loss=0.3578, pruned_loss=0.1118, over 12356.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07605, over 212.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3126, pruned_loss=0.07831, over 2473928.21 frames. utt_duration=453.5 frames, utt_pad_proportion=0.0822, over 21893.06 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2901, pruned_loss=0.06371, over 2467102.84 frames. utt_duration=1211 frames, utt_pad_proportion=0.07583, over 8161.43 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3156, pruned_loss=0.08007, over 2474409.87 frames. utt_duration=421.7 frames, utt_pad_proportion=0.08177, over 23550.41 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 09:36:44,358 INFO [train.py:927] (7/8) Epoch 15, batch 17100, giga_loss[loss=0.2144, simple_loss=0.2918, pruned_loss=0.06849, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02588, over 48.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3114, pruned_loss=0.07781, over 2473765.93 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08355, over 21868.66 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2898, pruned_loss=0.06355, over 2467254.13 frames. utt_duration=1214 frames, utt_pad_proportion=0.07467, over 8137.44 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3145, pruned_loss=0.07962, over 2474120.79 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08355, over 23463.96 utterances.], batch size: 48, lr: 2.60e-04
2022-08-30 09:38:26,510 INFO [train.py:927] (7/8) Epoch 15, batch 17150, giga_loss[loss=0.2578, simple_loss=0.33, pruned_loss=0.09279, over 12360.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1095, over 259.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3091, pruned_loss=0.07668, over 2473004.60 frames. utt_duration=447 frames, utt_pad_proportion=0.08336, over 22205.18 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06341, over 2467004.10 frames. utt_duration=1217 frames, utt_pad_proportion=0.07389, over 8119.42 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.312, pruned_loss=0.07845, over 2473620.92 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08363, over 23676.16 utterances.], batch size: 259, lr: 2.60e-04
2022-08-30 09:40:11,871 INFO [train.py:927] (7/8) Epoch 15, batch 17200, giga_loss[loss=0.2454, simple_loss=0.321, pruned_loss=0.08489, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3055, pruned_loss=0.07522, over 2473542.32 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0806, over 21478.52 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.06319, over 2467005.55 frames. utt_duration=1224 frames, utt_pad_proportion=0.07233, over 8074.45 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3089, pruned_loss=0.07716, over 2474225.44 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08154, over 23073.15 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 09:41:59,671 INFO [train.py:927] (7/8) Epoch 15, batch 17250, giga_loss[loss=0.1982, simple_loss=0.2969, pruned_loss=0.04976, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03056, over 97.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3047, pruned_loss=0.07384, over 2473569.78 frames. utt_duration=464 frames, utt_pad_proportion=0.07905, over 21391.36 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.06318, over 2466964.48 frames. utt_duration=1216 frames, utt_pad_proportion=0.07488, over 8122.46 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3076, pruned_loss=0.07559, over 2474270.49 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07905, over 22858.50 utterances.], batch size: 97, lr: 2.60e-04
2022-08-30 09:43:51,472 INFO [train.py:927] (7/8) Epoch 15, batch 17300, giga_loss[loss=0.1887, simple_loss=0.2882, pruned_loss=0.04462, over 12426.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3035, pruned_loss=0.071, over 2473989.80 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07651, over 21802.16 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06332, over 2467262.72 frames. utt_duration=1221 frames, utt_pad_proportion=0.07344, over 8092.71 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07248, over 2474452.47 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07711, over 23291.40 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 09:45:35,947 INFO [train.py:927] (7/8) Epoch 15, batch 17350, giga_loss[loss=0.1908, simple_loss=0.2866, pruned_loss=0.04754, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3018, pruned_loss=0.06843, over 2474907.27 frames. utt_duration=453.3 frames, utt_pad_proportion=0.072, over 21912.03 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06365, over 2467133.42 frames. utt_duration=1209 frames, utt_pad_proportion=0.07607, over 8170.49 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06957, over 2475674.42 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07201, over 23617.76 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 09:47:20,544 INFO [train.py:927] (7/8) Epoch 15, batch 17400, giga_loss[loss=0.2031, simple_loss=0.3004, pruned_loss=0.05296, over 12384.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05487, over 181.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3005, pruned_loss=0.0658, over 2475295.55 frames. utt_duration=444 frames, utt_pad_proportion=0.07057, over 22371.86 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.289, pruned_loss=0.06344, over 2467049.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.07479, over 8133.63 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.303, pruned_loss=0.06699, over 2476176.08 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07106, over 24082.13 utterances.], batch size: 181, lr: 2.60e-04
2022-08-30 09:49:04,271 INFO [train.py:927] (7/8) Epoch 15, batch 17450, giga_loss[loss=0.2236, simple_loss=0.3125, pruned_loss=0.0673, over 12410.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05305, over 162.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3015, pruned_loss=0.06552, over 2475468.14 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07279, over 23701.29 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2887, pruned_loss=0.06326, over 2466752.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07438, over 8123.59 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3039, pruned_loss=0.06664, over 2476544.24 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07315, over 25264.92 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:50:47,576 INFO [train.py:927] (7/8) Epoch 15, batch 17500, libri_loss[loss=0.163, simple_loss=0.2468, pruned_loss=0.03959, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009594, over 28.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2989, pruned_loss=0.06353, over 2476143.12 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06962, over 23380.96 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2886, pruned_loss=0.06323, over 2466935.85 frames. utt_duration=1225 frames, utt_pad_proportion=0.07221, over 8063.49 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3014, pruned_loss=0.06452, over 2477180.98 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07073, over 25297.86 utterances.], batch size: 28, lr: 2.60e-04
2022-08-30 09:52:32,347 INFO [train.py:927] (7/8) Epoch 15, batch 17550, giga_loss[loss=0.2107, simple_loss=0.3019, pruned_loss=0.0598, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2975, pruned_loss=0.06231, over 2476431.73 frames. utt_duration=417.9 frames, utt_pad_proportion=0.071, over 23788.89 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06335, over 2466999.78 frames. utt_duration=1222 frames, utt_pad_proportion=0.07167, over 8083.51 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2996, pruned_loss=0.06301, over 2477430.23 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0719, over 25653.61 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 09:54:16,093 INFO [train.py:927] (7/8) Epoch 15, batch 17600, libri_loss[loss=0.1652, simple_loss=0.2482, pruned_loss=0.04112, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006577, over 32.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.296, pruned_loss=0.06132, over 2476323.14 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07262, over 24261.46 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06346, over 2466904.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.07071, over 8062.98 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06173, over 2477503.72 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07351, over 26296.26 utterances.], batch size: 32, lr: 2.60e-04
2022-08-30 09:55:59,851 INFO [train.py:927] (7/8) Epoch 15, batch 17650, giga_loss[loss=0.2013, simple_loss=0.2843, pruned_loss=0.05919, over 12431.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2929, pruned_loss=0.05987, over 2476683.26 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07578, over 24357.19 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.289, pruned_loss=0.06385, over 2467382.97 frames. utt_duration=1210 frames, utt_pad_proportion=0.07477, over 8169.56 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2944, pruned_loss=0.05967, over 2477593.43 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07505, over 26588.99 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 09:57:44,708 INFO [train.py:927] (7/8) Epoch 15, batch 17700, giga_loss[loss=0.2262, simple_loss=0.3138, pruned_loss=0.06931, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05888, over 2476330.77 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07612, over 24830.59 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2889, pruned_loss=0.06386, over 2467343.91 frames. utt_duration=1211 frames, utt_pad_proportion=0.07424, over 8157.92 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2922, pruned_loss=0.05866, over 2477161.92 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07568, over 26755.16 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:59:41,264 INFO [train.py:927] (7/8) Epoch 15, batch 17750, giga_loss[loss=0.2284, simple_loss=0.3197, pruned_loss=0.06857, over 12383.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2918, pruned_loss=0.05815, over 2476999.60 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07645, over 25011.85 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.0637, over 2467437.26 frames. utt_duration=1210 frames, utt_pad_proportion=0.07412, over 8168.89 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05801, over 2477731.33 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07612, over 26823.66 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:01:47,744 INFO [train.py:927] (7/8) Epoch 15, batch 17800, giga_loss[loss=0.2353, simple_loss=0.308, pruned_loss=0.08132, over 12376.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2908, pruned_loss=0.05706, over 2476770.21 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07411, over 24779.83 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2887, pruned_loss=0.06356, over 2467324.20 frames. utt_duration=1212 frames, utt_pad_proportion=0.07359, over 8151.25 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05702, over 2477532.18 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07413, over 26370.25 utterances.], batch size: 358, lr: 2.60e-04
2022-08-30 10:03:50,660 INFO [train.py:927] (7/8) Epoch 15, batch 17850, giga_loss[loss=0.1971, simple_loss=0.2868, pruned_loss=0.05368, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.05568, over 2477244.84 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0754, over 25526.94 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2891, pruned_loss=0.06363, over 2467326.80 frames. utt_duration=1210 frames, utt_pad_proportion=0.07318, over 8169.89 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2902, pruned_loss=0.05549, over 2477981.72 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07546, over 26993.89 utterances.], batch size: 91, lr: 2.60e-04
2022-08-30 10:05:56,656 INFO [train.py:927] (7/8) Epoch 15, batch 17900, libri_loss[loss=0.2238, simple_loss=0.3023, pruned_loss=0.07263, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01399, over 40.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05421, over 2477369.38 frames. utt_duration=397 frames, utt_pad_proportion=0.07349, over 25046.90 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.0634, over 2467545.38 frames. utt_duration=1217 frames, utt_pad_proportion=0.07165, over 8122.41 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2875, pruned_loss=0.05403, over 2478018.78 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0741, over 26735.05 utterances.], batch size: 40, lr: 2.60e-04
2022-08-30 10:07:51,028 INFO [train.py:927] (7/8) Epoch 15, batch 17950, giga_loss[loss=0.2232, simple_loss=0.3125, pruned_loss=0.06697, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2861, pruned_loss=0.05432, over 2477388.65 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07097, over 24502.75 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2882, pruned_loss=0.06335, over 2467568.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.071, over 8117.90 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.287, pruned_loss=0.05382, over 2478305.64 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07182, over 26566.69 utterances.], batch size: 55, lr: 2.60e-04
2022-08-30 10:09:54,983 INFO [train.py:927] (7/8) Epoch 15, batch 18000, giga_loss[loss=0.1989, simple_loss=0.2885, pruned_loss=0.05469, over 12386.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2875, pruned_loss=0.05449, over 2477494.77 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06928, over 23986.74 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.06363, over 2467812.78 frames. utt_duration=1215 frames, utt_pad_proportion=0.06969, over 8135.33 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2877, pruned_loss=0.05353, over 2478347.99 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07046, over 26158.50 utterances.], batch size: 182, lr: 2.60e-04
2022-08-30 10:09:54,983 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 10:10:09,660 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1711, simple_loss=0.2818, pruned_loss=0.03021, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 10:12:15,133 INFO [train.py:927] (7/8) Epoch 15, batch 18050, giga_loss[loss=0.2022, simple_loss=0.2946, pruned_loss=0.05487, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.287, pruned_loss=0.05428, over 2477291.22 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06743, over 23617.65 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2891, pruned_loss=0.06394, over 2468000.45 frames. utt_duration=1208 frames, utt_pad_proportion=0.07224, over 8181.25 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05295, over 2478045.56 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06774, over 25755.22 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:14:13,619 INFO [train.py:927] (7/8) Epoch 15, batch 18100, giga_loss[loss=0.1922, simple_loss=0.302, pruned_loss=0.04123, over 12408.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2896, pruned_loss=0.0543, over 2477633.13 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06771, over 23871.77 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2893, pruned_loss=0.0642, over 2468295.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07084, over 8162.03 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2892, pruned_loss=0.05274, over 2478228.26 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06829, over 26024.13 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:16:17,362 INFO [train.py:927] (7/8) Epoch 15, batch 18150, giga_loss[loss=0.2171, simple_loss=0.3208, pruned_loss=0.0567, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03295, over 75.00 utterances.], tot_loss[loss=0.199, simple_loss=0.291, pruned_loss=0.0535, over 2478183.89 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06545, over 23707.94 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2892, pruned_loss=0.06402, over 2468615.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.06953, over 8149.33 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2908, pruned_loss=0.05215, over 2478643.42 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06646, over 25864.05 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 10:18:24,396 INFO [train.py:927] (7/8) Epoch 15, batch 18200, giga_loss[loss=0.2226, simple_loss=0.2966, pruned_loss=0.07427, over 12385.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2911, pruned_loss=0.05298, over 2477487.99 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06298, over 23197.58 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2893, pruned_loss=0.06405, over 2468255.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.06848, over 8123.52 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2909, pruned_loss=0.05167, over 2478357.31 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06424, over 25214.07 utterances.], batch size: 358, lr: 2.60e-04
2022-08-30 10:20:45,823 INFO [train.py:927] (7/8) Epoch 15, batch 18250, giga_loss[loss=0.1767, simple_loss=0.2711, pruned_loss=0.04119, over 12382.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05561, over 181.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2903, pruned_loss=0.05331, over 2477742.93 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06128, over 22959.56 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2894, pruned_loss=0.0642, over 2468595.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06723, over 8096.80 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.29, pruned_loss=0.05185, over 2478332.62 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06276, over 24939.07 utterances.], batch size: 181, lr: 2.60e-04
2022-08-30 10:22:51,984 INFO [train.py:927] (7/8) Epoch 15, batch 18300, giga_loss[loss=0.2231, simple_loss=0.3058, pruned_loss=0.07026, over 12399.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.05248, over 2478263.85 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0618, over 22625.48 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.06385, over 2468878.58 frames. utt_duration=1218 frames, utt_pad_proportion=0.06935, over 8118.02 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2876, pruned_loss=0.05114, over 2478878.79 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06218, over 24814.35 utterances.], batch size: 257, lr: 2.60e-04
2022-08-30 10:24:59,898 INFO [train.py:927] (7/8) Epoch 15, batch 18350, giga_loss[loss=0.2196, simple_loss=0.3142, pruned_loss=0.06246, over 12437.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04785, over 147.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2851, pruned_loss=0.05136, over 2478009.25 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06049, over 22466.69 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2889, pruned_loss=0.06383, over 2468981.87 frames. utt_duration=1220 frames, utt_pad_proportion=0.06811, over 8102.22 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2852, pruned_loss=0.05007, over 2478629.43 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0612, over 24537.11 utterances.], batch size: 147, lr: 2.60e-04
2022-08-30 10:27:03,876 INFO [train.py:927] (7/8) Epoch 15, batch 18400, giga_loss[loss=0.1837, simple_loss=0.2647, pruned_loss=0.0513, over 12399.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2871, pruned_loss=0.0521, over 2477468.29 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06186, over 22536.06 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.06378, over 2468953.92 frames. utt_duration=1214 frames, utt_pad_proportion=0.071, over 8146.42 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.287, pruned_loss=0.05078, over 2478220.21 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06141, over 24556.10 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:28:56,111 INFO [train.py:927] (7/8) Epoch 15, batch 18450, giga_loss[loss=0.2146, simple_loss=0.3034, pruned_loss=0.0629, over 12423.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06395, over 211.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05312, over 2477461.52 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06342, over 22945.56 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2895, pruned_loss=0.06394, over 2468831.98 frames. utt_duration=1205 frames, utt_pad_proportion=0.07341, over 8208.11 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2863, pruned_loss=0.05153, over 2478456.40 frames. utt_duration=398 frames, utt_pad_proportion=0.062, over 24982.54 utterances.], batch size: 211, lr: 2.60e-04
2022-08-30 10:31:04,020 INFO [train.py:927] (7/8) Epoch 15, batch 18500, giga_loss[loss=0.2032, simple_loss=0.3105, pruned_loss=0.04796, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05336, over 2476605.29 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06829, over 22803.23 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06414, over 2468548.47 frames. utt_duration=1184 frames, utt_pad_proportion=0.08109, over 8346.92 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.287, pruned_loss=0.05167, over 2477843.89 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06433, over 24637.86 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 10:33:21,916 INFO [train.py:927] (7/8) Epoch 15, batch 18550, giga_loss[loss=0.1956, simple_loss=0.2786, pruned_loss=0.05626, over 12477.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05352, over 2476763.35 frames. utt_duration=439.8 frames, utt_pad_proportion=0.06578, over 22586.52 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.0642, over 2467991.79 frames. utt_duration=1192 frames, utt_pad_proportion=0.07863, over 8292.40 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2872, pruned_loss=0.05156, over 2478698.70 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06327, over 24853.82 utterances.], batch size: 98, lr: 2.60e-04
2022-08-30 10:35:26,584 INFO [train.py:927] (7/8) Epoch 15, batch 18600, giga_loss[loss=0.1674, simple_loss=0.2597, pruned_loss=0.03753, over 12326.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2833, pruned_loss=0.05213, over 2476776.36 frames. utt_duration=432.9 frames, utt_pad_proportion=0.067, over 22948.28 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06382, over 2467950.67 frames. utt_duration=1200 frames, utt_pad_proportion=0.07701, over 8238.28 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2832, pruned_loss=0.0506, over 2478582.00 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0653, over 25192.10 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:37:22,255 INFO [train.py:927] (7/8) Epoch 15, batch 18650, giga_loss[loss=0.211, simple_loss=0.299, pruned_loss=0.06147, over 12445.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03723, over 133.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2821, pruned_loss=0.05195, over 2477051.57 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06467, over 23046.04 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06373, over 2467565.99 frames. utt_duration=1204 frames, utt_pad_proportion=0.07621, over 8208.83 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05066, over 2478956.89 frames. utt_duration=397 frames, utt_pad_proportion=0.06371, over 25052.94 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:39:18,488 INFO [train.py:927] (7/8) Epoch 15, batch 18700, giga_loss[loss=0.1884, simple_loss=0.2881, pruned_loss=0.0443, over 12458.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03484, over 98.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2819, pruned_loss=0.0521, over 2476675.03 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06782, over 23563.76 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2887, pruned_loss=0.06374, over 2467540.67 frames. utt_duration=1210 frames, utt_pad_proportion=0.07426, over 8167.83 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05067, over 2478570.70 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06724, over 25739.05 utterances.], batch size: 98, lr: 2.60e-04
2022-08-30 10:41:33,281 INFO [train.py:927] (7/8) Epoch 15, batch 18750, giga_loss[loss=0.1754, simple_loss=0.2692, pruned_loss=0.04083, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2808, pruned_loss=0.05142, over 2476951.12 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06918, over 24389.37 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.06366, over 2467774.72 frames. utt_duration=1211 frames, utt_pad_proportion=0.07396, over 8162.79 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05013, over 2478413.03 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06869, over 26435.00 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 10:43:43,604 INFO [train.py:927] (7/8) Epoch 15, batch 18800, giga_loss[loss=0.1738, simple_loss=0.2675, pruned_loss=0.04007, over 12340.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03104, over 70.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2805, pruned_loss=0.05075, over 2476880.03 frames. utt_duration=417 frames, utt_pad_proportion=0.06592, over 23830.23 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2884, pruned_loss=0.06346, over 2467495.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07262, over 8127.94 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.04963, over 2478501.02 frames. utt_duration=385 frames, utt_pad_proportion=0.06608, over 25833.07 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:45:42,476 INFO [train.py:927] (7/8) Epoch 15, batch 18850, giga_loss[loss=0.2022, simple_loss=0.2936, pruned_loss=0.05541, over 12466.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 134.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2818, pruned_loss=0.05232, over 2477495.17 frames. utt_duration=409 frames, utt_pad_proportion=0.06761, over 24299.77 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.0638, over 2467658.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.07616, over 8200.36 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.281, pruned_loss=0.0508, over 2478851.28 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06666, over 26198.27 utterances.], batch size: 134, lr: 2.60e-04
2022-08-30 10:47:39,398 INFO [train.py:927] (7/8) Epoch 15, batch 18900, giga_loss[loss=0.3276, simple_loss=0.417, pruned_loss=0.1191, over 12341.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03282, over 51.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05188, over 2477550.82 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06543, over 24336.38 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06366, over 2467630.55 frames. utt_duration=1209 frames, utt_pad_proportion=0.07558, over 8172.54 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05064, over 2478777.66 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06494, over 26072.90 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 10:49:39,649 INFO [train.py:927] (7/8) Epoch 15, batch 18950, giga_loss[loss=0.1732, simple_loss=0.2657, pruned_loss=0.04035, over 12419.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.03788, over 26.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05172, over 2476954.18 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06534, over 24370.67 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06361, over 2467303.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.07445, over 8143.28 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.284, pruned_loss=0.05059, over 2478399.42 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06521, over 26057.83 utterances.], batch size: 26, lr: 2.60e-04
2022-08-30 10:51:36,666 INFO [train.py:927] (7/8) Epoch 15, batch 19000, giga_loss[loss=0.1844, simple_loss=0.2819, pruned_loss=0.04342, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04018, over 133.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05205, over 2476916.61 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06635, over 24714.86 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06361, over 2467575.61 frames. utt_duration=1214 frames, utt_pad_proportion=0.07346, over 8142.46 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05093, over 2477997.35 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06642, over 26355.58 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:53:36,869 INFO [train.py:927] (7/8) Epoch 15, batch 19050, giga_loss[loss=0.1792, simple_loss=0.265, pruned_loss=0.04675, over 12369.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2822, pruned_loss=0.05136, over 2477328.72 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06749, over 24931.92 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2886, pruned_loss=0.06353, over 2467721.08 frames. utt_duration=1216 frames, utt_pad_proportion=0.07267, over 8124.85 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.05034, over 2478238.76 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06768, over 26542.90 utterances.], batch size: 62, lr: 2.60e-04
2022-08-30 10:55:38,539 INFO [train.py:927] (7/8) Epoch 15, batch 19100, giga_loss[loss=0.1878, simple_loss=0.2796, pruned_loss=0.04804, over 12402.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05885, over 182.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2821, pruned_loss=0.05131, over 2476851.61 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06721, over 24470.34 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2882, pruned_loss=0.06345, over 2467763.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.07086, over 8066.34 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.282, pruned_loss=0.05017, over 2477839.71 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06783, over 26326.95 utterances.], batch size: 182, lr: 2.60e-04
2022-08-30 10:57:38,368 INFO [train.py:927] (7/8) Epoch 15, batch 19150, giga_loss[loss=0.2069, simple_loss=0.2963, pruned_loss=0.05874, over 12454.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03671, over 133.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.283, pruned_loss=0.05179, over 2477558.49 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06484, over 23809.68 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.288, pruned_loss=0.06322, over 2467849.30 frames. utt_duration=1224 frames, utt_pad_proportion=0.0701, over 8074.12 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05072, over 2478569.16 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06564, over 25799.22 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:59:32,452 INFO [train.py:927] (7/8) Epoch 15, batch 19200, giga_loss[loss=0.2009, simple_loss=0.2979, pruned_loss=0.05197, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2852, pruned_loss=0.05254, over 2477667.46 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06392, over 23543.21 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2883, pruned_loss=0.06345, over 2468157.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.07007, over 8099.32 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2848, pruned_loss=0.05126, over 2478360.42 frames. utt_duration=391.5 frames, utt_pad_proportion=0.0646, over 25400.17 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 11:01:50,149 INFO [train.py:927] (7/8) Epoch 15, batch 19250, giga_loss[loss=0.1828, simple_loss=0.2815, pruned_loss=0.04207, over 12391.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.02986, over 80.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05255, over 2477443.01 frames. utt_duration=406 frames, utt_pad_proportion=0.06957, over 24483.98 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2885, pruned_loss=0.06333, over 2467909.93 frames. utt_duration=1225 frames, utt_pad_proportion=0.06862, over 8070.61 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.285, pruned_loss=0.05134, over 2478488.43 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07012, over 26435.17 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 11:03:58,680 INFO [train.py:927] (7/8) Epoch 15, batch 19300, giga_loss[loss=0.2178, simple_loss=0.3059, pruned_loss=0.06483, over 12406.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04991, over 147.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2848, pruned_loss=0.05281, over 2477501.57 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07166, over 24898.00 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2888, pruned_loss=0.06349, over 2467619.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06734, over 8047.59 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05133, over 2478932.68 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07231, over 27017.28 utterances.], batch size: 147, lr: 2.60e-04
2022-08-30 11:06:03,712 INFO [train.py:927] (7/8) Epoch 15, batch 19350, giga_loss[loss=0.1884, simple_loss=0.2783, pruned_loss=0.04927, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04365, over 146.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2844, pruned_loss=0.0535, over 2477358.18 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07072, over 24778.96 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2888, pruned_loss=0.06344, over 2467620.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06614, over 8034.45 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2836, pruned_loss=0.05214, over 2478713.78 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07163, over 26841.07 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 11:08:01,074 INFO [train.py:927] (7/8) Epoch 15, batch 19400, giga_loss[loss=0.1961, simple_loss=0.2912, pruned_loss=0.0505, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2831, pruned_loss=0.0525, over 2476919.42 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07187, over 24765.47 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.06318, over 2467363.88 frames. utt_duration=1234 frames, utt_pad_proportion=0.06507, over 8005.79 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05143, over 2478442.17 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07283, over 26802.62 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 11:10:00,120 INFO [train.py:927] (7/8) Epoch 15, batch 19450, giga_loss[loss=0.2133, simple_loss=0.3147, pruned_loss=0.05596, over 12452.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.0515, over 2477164.39 frames. utt_duration=406 frames, utt_pad_proportion=0.07039, over 24475.91 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06299, over 2467388.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06516, over 8022.81 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05061, over 2478514.14 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07126, over 26367.00 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 11:11:54,519 INFO [train.py:927] (7/8) Epoch 15, batch 19500, giga_loss[loss=0.1833, simple_loss=0.2705, pruned_loss=0.04802, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04723, over 31.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05079, over 2477313.44 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07045, over 23922.74 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06288, over 2467474.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.0641, over 7985.68 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2839, pruned_loss=0.0499, over 2478528.42 frames. utt_duration=385 frames, utt_pad_proportion=0.07148, over 25833.53 utterances.], batch size: 31, lr: 2.60e-04
2022-08-30 11:13:57,400 INFO [train.py:927] (7/8) Epoch 15, batch 19550, giga_loss[loss=0.2013, simple_loss=0.2951, pruned_loss=0.05375, over 12395.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2847, pruned_loss=0.05138, over 2477344.19 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07074, over 24047.39 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06314, over 2467252.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.06772, over 8060.29 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2842, pruned_loss=0.05007, over 2478837.55 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07055, over 26014.65 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 11:16:14,322 INFO [train.py:927] (7/8) Epoch 15, batch 19600, libri_loss[loss=0.1844, simple_loss=0.2652, pruned_loss=0.05183, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005596, over 32.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2862, pruned_loss=0.05147, over 2477400.23 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0672, over 23800.74 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2882, pruned_loss=0.06318, over 2467015.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.07158, over 8115.96 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2859, pruned_loss=0.0502, over 2479002.75 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06625, over 25611.53 utterances.], batch size: 32, lr: 2.60e-04
2022-08-30 11:18:31,047 INFO [train.py:927] (7/8) Epoch 15, batch 19650, giga_loss[loss=0.191, simple_loss=0.289, pruned_loss=0.04655, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2881, pruned_loss=0.05157, over 2476736.03 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06755, over 23851.21 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.0631, over 2466686.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.07076, over 8096.32 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2879, pruned_loss=0.05048, over 2478431.80 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06699, over 25507.87 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:20:49,098 INFO [train.py:927] (7/8) Epoch 15, batch 19700, giga_loss[loss=0.1963, simple_loss=0.2905, pruned_loss=0.05109, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03443, over 113.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2868, pruned_loss=0.05134, over 2476561.58 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06744, over 23842.66 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.288, pruned_loss=0.063, over 2466414.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.07074, over 8105.97 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2868, pruned_loss=0.05043, over 2478252.31 frames. utt_duration=392.3 frames, utt_pad_proportion=0.067, over 25341.91 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 11:22:54,694 INFO [train.py:927] (7/8) Epoch 15, batch 19750, giga_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05661, over 12386.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07998, over 213.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2858, pruned_loss=0.05054, over 2476841.52 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0676, over 23593.96 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2882, pruned_loss=0.06321, over 2466470.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.07471, over 8172.53 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2855, pruned_loss=0.04944, over 2478257.45 frames. utt_duration=399 frames, utt_pad_proportion=0.06588, over 24916.15 utterances.], batch size: 213, lr: 2.59e-04
2022-08-30 11:24:54,989 INFO [train.py:927] (7/8) Epoch 15, batch 19800, giga_loss[loss=0.194, simple_loss=0.2811, pruned_loss=0.05346, over 12364.00 frames. utt_duration=143.4 frames, utt_pad_proportion=0.1565, over 348.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2869, pruned_loss=0.05135, over 2476877.40 frames. utt_duration=428.5 frames, utt_pad_proportion=0.0674, over 23187.56 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2879, pruned_loss=0.06304, over 2466475.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.07413, over 8165.61 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2869, pruned_loss=0.05034, over 2478214.58 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06612, over 24573.40 utterances.], batch size: 348, lr: 2.59e-04
2022-08-30 11:26:47,135 INFO [train.py:927] (7/8) Epoch 15, batch 19850, giga_loss[loss=0.1785, simple_loss=0.2763, pruned_loss=0.04037, over 12469.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02641, over 55.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2857, pruned_loss=0.05119, over 2477082.20 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06731, over 23081.41 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2877, pruned_loss=0.06307, over 2466335.05 frames. utt_duration=1213 frames, utt_pad_proportion=0.07318, over 8141.38 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2858, pruned_loss=0.05017, over 2478446.83 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06655, over 24472.02 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 11:28:38,236 INFO [train.py:927] (7/8) Epoch 15, batch 19900, giga_loss[loss=0.2133, simple_loss=0.311, pruned_loss=0.05782, over 12458.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0534, over 162.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2847, pruned_loss=0.05136, over 2476668.15 frames. utt_duration=413 frames, utt_pad_proportion=0.07036, over 24060.34 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2876, pruned_loss=0.06303, over 2466050.30 frames. utt_duration=1215 frames, utt_pad_proportion=0.07219, over 8128.22 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2849, pruned_loss=0.05031, over 2478271.41 frames. utt_duration=389.3 frames, utt_pad_proportion=0.0699, over 25544.54 utterances.], batch size: 162, lr: 2.59e-04
2022-08-30 11:30:24,700 INFO [train.py:927] (7/8) Epoch 15, batch 19950, giga_loss[loss=0.195, simple_loss=0.2824, pruned_loss=0.05379, over 12390.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2905, pruned_loss=0.05403, over 2476597.58 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06606, over 23191.40 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2875, pruned_loss=0.06298, over 2466063.25 frames. utt_duration=1217 frames, utt_pad_proportion=0.07135, over 8112.39 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2907, pruned_loss=0.05311, over 2477980.05 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06613, over 24570.21 utterances.], batch size: 182, lr: 2.59e-04
2022-08-30 11:32:04,913 INFO [train.py:927] (7/8) Epoch 15, batch 20000, giga_loss[loss=0.1998, simple_loss=0.2796, pruned_loss=0.05995, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.03873, over 34.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2921, pruned_loss=0.05597, over 2475769.45 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07091, over 23004.87 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2877, pruned_loss=0.06312, over 2465768.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.07027, over 8087.30 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2922, pruned_loss=0.05498, over 2477336.95 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07108, over 24409.46 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 11:33:47,990 INFO [train.py:927] (7/8) Epoch 15, batch 20050, giga_loss[loss=0.2022, simple_loss=0.2813, pruned_loss=0.06153, over 12393.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06934, over 211.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2873, pruned_loss=0.05483, over 2475617.24 frames. utt_duration=431 frames, utt_pad_proportion=0.07646, over 23043.92 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2879, pruned_loss=0.06332, over 2466136.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.0766, over 8214.14 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.05367, over 2476808.63 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0745, over 24457.52 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:35:30,576 INFO [train.py:927] (7/8) Epoch 15, batch 20100, giga_loss[loss=0.1663, simple_loss=0.2411, pruned_loss=0.04581, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03005, over 45.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2793, pruned_loss=0.05214, over 2475780.78 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07308, over 21950.86 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.288, pruned_loss=0.06341, over 2466208.60 frames. utt_duration=1204 frames, utt_pad_proportion=0.07607, over 8203.86 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2792, pruned_loss=0.05101, over 2476794.47 frames. utt_duration=427 frames, utt_pad_proportion=0.0718, over 23275.26 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 11:37:14,513 INFO [train.py:927] (7/8) Epoch 15, batch 20150, giga_loss[loss=0.177, simple_loss=0.2604, pruned_loss=0.04676, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06865, over 211.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2725, pruned_loss=0.04962, over 2476400.03 frames. utt_duration=464 frames, utt_pad_proportion=0.07207, over 21412.81 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2874, pruned_loss=0.06318, over 2466258.94 frames. utt_duration=1210 frames, utt_pad_proportion=0.07505, over 8161.12 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2726, pruned_loss=0.04871, over 2477308.62 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07137, over 22733.51 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:38:57,821 INFO [train.py:927] (7/8) Epoch 15, batch 20200, giga_loss[loss=0.1679, simple_loss=0.2451, pruned_loss=0.04532, over 12308.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.02832, over 48.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2687, pruned_loss=0.04854, over 2475401.57 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07311, over 21168.77 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2877, pruned_loss=0.0633, over 2466507.67 frames. utt_duration=1201 frames, utt_pad_proportion=0.07781, over 8225.16 utterances.], giga_tot_loss[loss=0.1814, simple_loss=0.2681, pruned_loss=0.04731, over 2476160.36 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0715, over 22520.84 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 11:40:40,045 INFO [train.py:927] (7/8) Epoch 15, batch 20250, giga_loss[loss=0.1542, simple_loss=0.2289, pruned_loss=0.0397, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2638, pruned_loss=0.04656, over 2474121.56 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06754, over 19915.93 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2874, pruned_loss=0.06327, over 2466545.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07702, over 8197.92 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2632, pruned_loss=0.04537, over 2474808.52 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06673, over 21184.51 utterances.], batch size: 39, lr: 2.59e-04
2022-08-30 11:42:22,719 INFO [train.py:927] (7/8) Epoch 15, batch 20300, giga_loss[loss=0.1423, simple_loss=0.2309, pruned_loss=0.02679, over 12361.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04009, over 145.00 utterances.], tot_loss[loss=0.1747, simple_loss=0.2593, pruned_loss=0.04502, over 2474026.81 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06813, over 19493.60 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2874, pruned_loss=0.06331, over 2466220.67 frames. utt_duration=1199 frames, utt_pad_proportion=0.07919, over 8235.26 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2584, pruned_loss=0.04372, over 2474975.28 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06652, over 20666.24 utterances.], batch size: 145, lr: 2.59e-04
2022-08-30 11:44:05,816 INFO [train.py:927] (7/8) Epoch 15, batch 20350, giga_loss[loss=0.1302, simple_loss=0.2122, pruned_loss=0.02411, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.1708, simple_loss=0.2549, pruned_loss=0.04339, over 2474162.84 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07595, over 20157.29 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2874, pruned_loss=0.06328, over 2466202.41 frames. utt_duration=1195 frames, utt_pad_proportion=0.0814, over 8267.62 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.2533, pruned_loss=0.04185, over 2475171.76 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07342, over 21390.23 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 11:45:46,455 INFO [train.py:927] (7/8) Epoch 15, batch 20400, giga_loss[loss=0.1909, simple_loss=0.2713, pruned_loss=0.05531, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.1733, simple_loss=0.2567, pruned_loss=0.04495, over 2473479.74 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07069, over 19586.68 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2873, pruned_loss=0.06318, over 2466202.44 frames. utt_duration=1204 frames, utt_pad_proportion=0.07872, over 8205.93 utterances.], giga_tot_loss[loss=0.1701, simple_loss=0.2542, pruned_loss=0.04298, over 2474600.41 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06975, over 21108.34 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 11:47:29,435 INFO [train.py:927] (7/8) Epoch 15, batch 20450, giga_loss[loss=0.2059, simple_loss=0.299, pruned_loss=0.05635, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02986, over 51.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2669, pruned_loss=0.04919, over 2473805.59 frames. utt_duration=527 frames, utt_pad_proportion=0.06494, over 18829.68 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2878, pruned_loss=0.06341, over 2466145.40 frames. utt_duration=1203 frames, utt_pad_proportion=0.07834, over 8213.49 utterances.], giga_tot_loss[loss=0.1791, simple_loss=0.2639, pruned_loss=0.04713, over 2474896.79 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06458, over 20237.20 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 11:49:14,906 INFO [train.py:927] (7/8) Epoch 15, batch 20500, giga_loss[loss=0.2243, simple_loss=0.3176, pruned_loss=0.06548, over 12422.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06753, over 211.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2764, pruned_loss=0.05273, over 2474083.46 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06234, over 19126.89 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2881, pruned_loss=0.06335, over 2466057.40 frames. utt_duration=1204 frames, utt_pad_proportion=0.07773, over 8206.39 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2737, pruned_loss=0.05104, over 2475097.07 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06239, over 20342.05 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:50:58,122 INFO [train.py:927] (7/8) Epoch 15, batch 20550, giga_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07647, over 12324.00 frames. utt_duration=1334 frames, utt_pad_proportion=0.04662, over 37.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.28, pruned_loss=0.05376, over 2473330.10 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06445, over 19101.28 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2879, pruned_loss=0.06332, over 2466270.42 frames. utt_duration=1208 frames, utt_pad_proportion=0.07633, over 8173.50 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2777, pruned_loss=0.0522, over 2474133.62 frames. utt_duration=488 frames, utt_pad_proportion=0.06476, over 20338.98 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 11:52:41,839 INFO [train.py:927] (7/8) Epoch 15, batch 20600, giga_loss[loss=0.2325, simple_loss=0.3154, pruned_loss=0.07476, over 12397.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05383, over 162.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2831, pruned_loss=0.05567, over 2473619.54 frames. utt_duration=523 frames, utt_pad_proportion=0.06886, over 18970.82 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2879, pruned_loss=0.06321, over 2466782.25 frames. utt_duration=1208 frames, utt_pad_proportion=0.07527, over 8177.49 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2811, pruned_loss=0.05424, over 2474019.13 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06917, over 20308.89 utterances.], batch size: 162, lr: 2.59e-04
2022-08-30 11:54:25,960 INFO [train.py:927] (7/8) Epoch 15, batch 20650, giga_loss[loss=0.2144, simple_loss=0.3053, pruned_loss=0.06172, over 12368.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04003, over 145.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2876, pruned_loss=0.05758, over 2473484.72 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06706, over 18633.73 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.288, pruned_loss=0.0632, over 2466956.15 frames. utt_duration=1210 frames, utt_pad_proportion=0.07469, over 8164.75 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.286, pruned_loss=0.0564, over 2473703.77 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06759, over 19785.10 utterances.], batch size: 145, lr: 2.59e-04
2022-08-30 11:56:10,194 INFO [train.py:927] (7/8) Epoch 15, batch 20700, giga_loss[loss=0.1988, simple_loss=0.2959, pruned_loss=0.05084, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03827, over 30.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2905, pruned_loss=0.05818, over 2473699.75 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06245, over 18215.21 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2876, pruned_loss=0.0631, over 2466783.68 frames. utt_duration=1217 frames, utt_pad_proportion=0.07345, over 8119.14 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2895, pruned_loss=0.05721, over 2474167.61 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06352, over 19397.07 utterances.], batch size: 30, lr: 2.59e-04
2022-08-30 11:57:55,095 INFO [train.py:927] (7/8) Epoch 15, batch 20750, giga_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06984, over 12415.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04961, over 34.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.0582, over 2473587.82 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06263, over 17971.27 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2877, pruned_loss=0.06313, over 2467026.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.07229, over 8102.80 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05724, over 2473931.36 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06381, over 19261.79 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 11:59:38,282 INFO [train.py:927] (7/8) Epoch 15, batch 20800, giga_loss[loss=0.1875, simple_loss=0.2853, pruned_loss=0.04481, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04284, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05775, over 2474217.33 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05775, over 17234.04 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2876, pruned_loss=0.06332, over 2467203.03 frames. utt_duration=1227 frames, utt_pad_proportion=0.07047, over 8052.11 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2924, pruned_loss=0.05662, over 2474553.56 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05963, over 18628.26 utterances.], batch size: 31, lr: 2.59e-04
2022-08-30 12:01:23,186 INFO [train.py:927] (7/8) Epoch 15, batch 20850, giga_loss[loss=0.3088, simple_loss=0.3506, pruned_loss=0.1335, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2947, pruned_loss=0.05996, over 2474034.63 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05766, over 17080.22 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2873, pruned_loss=0.06315, over 2467015.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06921, over 8039.91 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05907, over 2474660.01 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05949, over 18448.32 utterances.], batch size: 257, lr: 2.59e-04
2022-08-30 12:03:08,582 INFO [train.py:927] (7/8) Epoch 15, batch 20900, giga_loss[loss=0.2272, simple_loss=0.3147, pruned_loss=0.06991, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03621, over 105.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06195, over 2473419.71 frames. utt_duration=589.2 frames, utt_pad_proportion=0.0614, over 16835.18 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2874, pruned_loss=0.0632, over 2466773.20 frames. utt_duration=1229 frames, utt_pad_proportion=0.06864, over 8038.24 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2959, pruned_loss=0.06117, over 2474227.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06284, over 18038.80 utterances.], batch size: 105, lr: 2.59e-04
2022-08-30 12:04:51,422 INFO [train.py:927] (7/8) Epoch 15, batch 20950, giga_loss[loss=0.1813, simple_loss=0.2691, pruned_loss=0.04675, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.03578, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06274, over 2473740.89 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06958, over 17421.79 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2873, pruned_loss=0.06311, over 2467259.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.07082, over 8084.51 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06217, over 2474184.65 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06926, over 18630.48 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:06:35,568 INFO [train.py:927] (7/8) Epoch 15, batch 21000, giga_loss[loss=0.1836, simple_loss=0.2723, pruned_loss=0.0474, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03136, over 51.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2944, pruned_loss=0.06184, over 2473655.72 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06707, over 17333.80 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2871, pruned_loss=0.06295, over 2467601.85 frames. utt_duration=1231 frames, utt_pad_proportion=0.06794, over 8029.31 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2954, pruned_loss=0.06148, over 2474042.63 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06816, over 18877.53 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:06:35,569 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 12:06:52,464 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1779, simple_loss=0.2837, pruned_loss=0.0361, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 12:08:36,028 INFO [train.py:927] (7/8) Epoch 15, batch 21050, giga_loss[loss=0.177, simple_loss=0.2633, pruned_loss=0.04535, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2913, pruned_loss=0.06038, over 2472704.69 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06599, over 17558.67 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2872, pruned_loss=0.06291, over 2467509.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06776, over 8034.96 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2921, pruned_loss=0.06011, over 2473152.59 frames. utt_duration=526 frames, utt_pad_proportion=0.06699, over 18861.69 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 12:10:20,712 INFO [train.py:927] (7/8) Epoch 15, batch 21100, giga_loss[loss=0.181, simple_loss=0.2651, pruned_loss=0.04845, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2876, pruned_loss=0.05889, over 2473251.57 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06622, over 18152.88 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.287, pruned_loss=0.06281, over 2467428.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.06656, over 8000.42 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2883, pruned_loss=0.0587, over 2473815.92 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06741, over 19447.97 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 12:12:04,990 INFO [train.py:927] (7/8) Epoch 15, batch 21150, libri_loss[loss=0.2107, simple_loss=0.297, pruned_loss=0.06219, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006836, over 37.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2857, pruned_loss=0.05775, over 2472618.81 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06303, over 17563.27 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2867, pruned_loss=0.06277, over 2467717.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.06535, over 7969.76 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2866, pruned_loss=0.05752, over 2472948.60 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06466, over 18851.06 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:13:46,351 INFO [train.py:927] (7/8) Epoch 15, batch 21200, giga_loss[loss=0.1926, simple_loss=0.2825, pruned_loss=0.05135, over 12399.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02842, over 58.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2841, pruned_loss=0.05701, over 2471792.19 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06112, over 16728.78 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2864, pruned_loss=0.06268, over 2467350.90 frames. utt_duration=1247 frames, utt_pad_proportion=0.06392, over 7924.29 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.285, pruned_loss=0.05677, over 2472521.39 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06316, over 18057.69 utterances.], batch size: 58, lr: 2.59e-04
2022-08-30 12:15:25,573 INFO [train.py:927] (7/8) Epoch 15, batch 21250, giga_loss[loss=0.1906, simple_loss=0.2737, pruned_loss=0.05372, over 12381.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2825, pruned_loss=0.05674, over 2472525.09 frames. utt_duration=604.6 frames, utt_pad_proportion=0.05722, over 16398.79 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2869, pruned_loss=0.06293, over 2467442.31 frames. utt_duration=1245 frames, utt_pad_proportion=0.06308, over 7938.00 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2827, pruned_loss=0.05617, over 2473143.95 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05944, over 17647.66 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:17:11,555 INFO [train.py:927] (7/8) Epoch 15, batch 21300, giga_loss[loss=0.1797, simple_loss=0.2635, pruned_loss=0.04794, over 12290.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2804, pruned_loss=0.05617, over 2472292.29 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05383, over 16218.16 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2871, pruned_loss=0.06291, over 2467244.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.06163, over 7924.08 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2802, pruned_loss=0.05557, over 2473076.98 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05635, over 17452.84 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:18:51,672 INFO [train.py:927] (7/8) Epoch 15, batch 21350, libri_loss[loss=0.2225, simple_loss=0.3025, pruned_loss=0.07125, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006235, over 35.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2778, pruned_loss=0.05527, over 2472615.50 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05575, over 16548.69 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2868, pruned_loss=0.06273, over 2467611.62 frames. utt_duration=1248 frames, utt_pad_proportion=0.06137, over 7919.28 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2776, pruned_loss=0.05464, over 2473113.94 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05762, over 17909.42 utterances.], batch size: 35, lr: 2.59e-04
2022-08-30 12:20:34,778 INFO [train.py:927] (7/8) Epoch 15, batch 21400, giga_loss[loss=0.1716, simple_loss=0.2475, pruned_loss=0.04788, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0304, over 42.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2741, pruned_loss=0.05391, over 2471523.36 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05551, over 16232.79 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2866, pruned_loss=0.06265, over 2467471.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06118, over 7908.68 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2741, pruned_loss=0.05346, over 2472055.31 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0571, over 17342.23 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 12:22:15,440 INFO [train.py:927] (7/8) Epoch 15, batch 21450, giga_loss[loss=0.206, simple_loss=0.3002, pruned_loss=0.05591, over 12336.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2725, pruned_loss=0.0534, over 2471932.04 frames. utt_duration=626.8 frames, utt_pad_proportion=0.05293, over 15813.35 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.287, pruned_loss=0.06284, over 2467343.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.06149, over 7931.43 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2719, pruned_loss=0.05269, over 2472553.03 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05414, over 16823.70 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:24:01,671 INFO [train.py:927] (7/8) Epoch 15, batch 21500, giga_loss[loss=0.2006, simple_loss=0.2896, pruned_loss=0.05577, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02513, over 66.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2758, pruned_loss=0.05539, over 2472656.24 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05403, over 15727.45 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2873, pruned_loss=0.06305, over 2467611.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06564, over 8019.52 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2746, pruned_loss=0.05442, over 2473019.53 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05297, over 16627.65 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 12:25:43,765 INFO [train.py:927] (7/8) Epoch 15, batch 21550, giga_loss[loss=0.2519, simple_loss=0.3187, pruned_loss=0.09251, over 12339.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2809, pruned_loss=0.05829, over 2472655.61 frames. utt_duration=629 frames, utt_pad_proportion=0.05167, over 15761.93 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2869, pruned_loss=0.06291, over 2467268.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06429, over 7985.52 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2801, pruned_loss=0.05747, over 2473354.29 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05137, over 16716.15 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:27:25,668 INFO [train.py:927] (7/8) Epoch 15, batch 21600, giga_loss[loss=0.2215, simple_loss=0.3101, pruned_loss=0.06648, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04134, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2861, pruned_loss=0.05991, over 2472536.87 frames. utt_duration=619.2 frames, utt_pad_proportion=0.04999, over 16010.52 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2867, pruned_loss=0.06285, over 2467234.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.0631, over 7954.12 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2856, pruned_loss=0.05924, over 2473236.82 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05023, over 16985.78 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:29:07,265 INFO [train.py:927] (7/8) Epoch 15, batch 21650, giga_loss[loss=0.2093, simple_loss=0.31, pruned_loss=0.05434, over 12418.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2919, pruned_loss=0.06192, over 2472597.92 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05863, over 16713.32 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2868, pruned_loss=0.06292, over 2467314.59 frames. utt_duration=1240 frames, utt_pad_proportion=0.06301, over 7967.66 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2915, pruned_loss=0.06129, over 2473190.19 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05831, over 17623.65 utterances.], batch size: 105, lr: 2.59e-04
2022-08-30 12:30:47,953 INFO [train.py:927] (7/8) Epoch 15, batch 21700, giga_loss[loss=0.1845, simple_loss=0.2831, pruned_loss=0.043, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2917, pruned_loss=0.06047, over 2473583.42 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05604, over 17031.65 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2871, pruned_loss=0.06316, over 2467729.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06167, over 7951.79 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2913, pruned_loss=0.05975, over 2473830.22 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05638, over 18004.13 utterances.], batch size: 75, lr: 2.59e-04
2022-08-30 12:32:31,664 INFO [train.py:927] (7/8) Epoch 15, batch 21750, giga_loss[loss=0.2216, simple_loss=0.3025, pruned_loss=0.07035, over 12370.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07139, over 211.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2908, pruned_loss=0.05958, over 2473414.51 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06299, over 16996.47 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.287, pruned_loss=0.06309, over 2467574.31 frames. utt_duration=1243 frames, utt_pad_proportion=0.06139, over 7951.96 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05899, over 2473890.84 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06295, over 17966.44 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 12:34:12,269 INFO [train.py:927] (7/8) Epoch 15, batch 21800, giga_loss[loss=0.225, simple_loss=0.3135, pruned_loss=0.06828, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06044, over 2473278.94 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05912, over 16779.53 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2867, pruned_loss=0.06291, over 2467611.63 frames. utt_duration=1245 frames, utt_pad_proportion=0.06022, over 7934.86 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2929, pruned_loss=0.06002, over 2473807.56 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05979, over 17906.53 utterances.], batch size: 161, lr: 2.59e-04
2022-08-30 12:35:54,010 INFO [train.py:927] (7/8) Epoch 15, batch 21850, giga_loss[loss=0.2229, simple_loss=0.2987, pruned_loss=0.07352, over 12334.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 363.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2948, pruned_loss=0.06246, over 2473354.17 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06909, over 17955.72 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2872, pruned_loss=0.06346, over 2467797.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.05863, over 7899.71 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06157, over 2473793.30 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06968, over 19199.85 utterances.], batch size: 363, lr: 2.59e-04
2022-08-30 12:37:39,492 INFO [train.py:927] (7/8) Epoch 15, batch 21900, giga_loss[loss=0.1955, simple_loss=0.2831, pruned_loss=0.05393, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03339, over 51.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06427, over 2473608.04 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07071, over 18542.88 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2876, pruned_loss=0.06379, over 2467994.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.06219, over 7962.57 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.06326, over 2473879.43 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06985, over 19679.99 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:39:21,739 INFO [train.py:927] (7/8) Epoch 15, batch 21950, giga_loss[loss=0.2278, simple_loss=0.3172, pruned_loss=0.06923, over 12447.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2977, pruned_loss=0.06391, over 2472614.80 frames. utt_duration=574 frames, utt_pad_proportion=0.06694, over 17275.49 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2877, pruned_loss=0.06358, over 2468169.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06125, over 7942.40 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2976, pruned_loss=0.06329, over 2472760.66 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06684, over 18371.37 utterances.], batch size: 123, lr: 2.59e-04
2022-08-30 12:41:04,481 INFO [train.py:927] (7/8) Epoch 15, batch 22000, giga_loss[loss=0.2156, simple_loss=0.3007, pruned_loss=0.06523, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04393, over 34.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2988, pruned_loss=0.06404, over 2472149.92 frames. utt_duration=591 frames, utt_pad_proportion=0.0643, over 16775.90 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2881, pruned_loss=0.06379, over 2468267.62 frames. utt_duration=1232 frames, utt_pad_proportion=0.06543, over 8022.57 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06339, over 2472208.10 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06275, over 17647.82 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 12:42:48,177 INFO [train.py:927] (7/8) Epoch 15, batch 22050, giga_loss[loss=0.2141, simple_loss=0.2986, pruned_loss=0.06481, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02772, over 45.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2968, pruned_loss=0.06329, over 2471973.53 frames. utt_duration=625.4 frames, utt_pad_proportion=0.0597, over 15848.03 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2881, pruned_loss=0.06366, over 2468520.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06427, over 8006.17 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2968, pruned_loss=0.06286, over 2471902.64 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05908, over 16778.83 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 12:44:29,140 INFO [train.py:927] (7/8) Epoch 15, batch 22100, giga_loss[loss=0.2485, simple_loss=0.3084, pruned_loss=0.09423, over 12353.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2957, pruned_loss=0.06315, over 2472205.18 frames. utt_duration=618.2 frames, utt_pad_proportion=0.06328, over 16036.03 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2882, pruned_loss=0.06369, over 2468622.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06479, over 8031.14 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06278, over 2472077.66 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06241, over 16777.36 utterances.], batch size: 369, lr: 2.59e-04
2022-08-30 12:46:12,076 INFO [train.py:927] (7/8) Epoch 15, batch 22150, giga_loss[loss=0.2092, simple_loss=0.3021, pruned_loss=0.05814, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02853, over 70.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2971, pruned_loss=0.06386, over 2472505.31 frames. utt_duration=635.1 frames, utt_pad_proportion=0.06447, over 15610.06 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2885, pruned_loss=0.06388, over 2468748.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06925, over 8130.32 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2968, pruned_loss=0.0634, over 2472345.18 frames. utt_duration=611.5 frames, utt_pad_proportion=0.06164, over 16213.34 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:47:52,007 INFO [train.py:927] (7/8) Epoch 15, batch 22200, giga_loss[loss=0.1973, simple_loss=0.2924, pruned_loss=0.05115, over 12350.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2972, pruned_loss=0.06374, over 2472444.58 frames. utt_duration=620.4 frames, utt_pad_proportion=0.06735, over 15978.89 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2888, pruned_loss=0.06402, over 2468902.80 frames. utt_duration=1218 frames, utt_pad_proportion=0.06826, over 8117.83 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2971, pruned_loss=0.06326, over 2472296.69 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06545, over 16726.43 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:49:34,231 INFO [train.py:927] (7/8) Epoch 15, batch 22250, giga_loss[loss=0.1845, simple_loss=0.283, pruned_loss=0.04297, over 12269.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03489, over 28.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2958, pruned_loss=0.06301, over 2471477.28 frames. utt_duration=635.7 frames, utt_pad_proportion=0.06304, over 15588.17 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2889, pruned_loss=0.06412, over 2468956.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.06773, over 8106.68 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2956, pruned_loss=0.06254, over 2471339.88 frames. utt_duration=609.5 frames, utt_pad_proportion=0.0619, over 16258.73 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:51:16,241 INFO [train.py:927] (7/8) Epoch 15, batch 22300, giga_loss[loss=0.1981, simple_loss=0.2897, pruned_loss=0.05322, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2934, pruned_loss=0.06213, over 2471629.86 frames. utt_duration=629.8 frames, utt_pad_proportion=0.06456, over 15736.15 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2888, pruned_loss=0.06417, over 2468781.43 frames. utt_duration=1226 frames, utt_pad_proportion=0.06627, over 8062.00 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2935, pruned_loss=0.06165, over 2471765.34 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06424, over 16528.57 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 12:52:58,091 INFO [train.py:927] (7/8) Epoch 15, batch 22350, giga_loss[loss=0.2136, simple_loss=0.2967, pruned_loss=0.06523, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2922, pruned_loss=0.06151, over 2472377.49 frames. utt_duration=594.1 frames, utt_pad_proportion=0.07035, over 16686.94 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.289, pruned_loss=0.06414, over 2469025.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06526, over 8049.90 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2923, pruned_loss=0.0611, over 2472318.09 frames. utt_duration=567.2 frames, utt_pad_proportion=0.07035, over 17482.54 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 12:54:41,944 INFO [train.py:927] (7/8) Epoch 15, batch 22400, giga_loss[loss=0.1979, simple_loss=0.2902, pruned_loss=0.05282, over 12409.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.0562, over 162.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2873, pruned_loss=0.05919, over 2472638.44 frames. utt_duration=630.5 frames, utt_pad_proportion=0.06473, over 15723.14 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2887, pruned_loss=0.06395, over 2468962.42 frames. utt_duration=1234 frames, utt_pad_proportion=0.06417, over 8014.04 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05896, over 2472711.42 frames. utt_duration=598.6 frames, utt_pad_proportion=0.06547, over 16565.39 utterances.], batch size: 162, lr: 2.59e-04
2022-08-30 12:56:23,560 INFO [train.py:927] (7/8) Epoch 15, batch 22450, giga_loss[loss=0.1797, simple_loss=0.2671, pruned_loss=0.04614, over 12387.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02711, over 66.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2843, pruned_loss=0.05773, over 2472691.69 frames. utt_duration=618 frames, utt_pad_proportion=0.06342, over 16042.56 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2884, pruned_loss=0.06377, over 2468978.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06354, over 7984.97 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2848, pruned_loss=0.05763, over 2472804.27 frames. utt_duration=589.1 frames, utt_pad_proportion=0.0643, over 16833.94 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 12:58:05,539 INFO [train.py:927] (7/8) Epoch 15, batch 22500, libri_loss[loss=0.2452, simple_loss=0.3223, pruned_loss=0.08407, over 12379.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01026, over 38.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2848, pruned_loss=0.05803, over 2472804.72 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06771, over 17006.95 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2882, pruned_loss=0.06371, over 2468851.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06217, over 7942.99 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2852, pruned_loss=0.05785, over 2473104.07 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06878, over 17915.19 utterances.], batch size: 38, lr: 2.59e-04
2022-08-30 12:59:47,549 INFO [train.py:927] (7/8) Epoch 15, batch 22550, giga_loss[loss=0.2093, simple_loss=0.3001, pruned_loss=0.05928, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.0704, over 211.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2867, pruned_loss=0.05834, over 2473534.03 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06552, over 17704.85 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2885, pruned_loss=0.06395, over 2468783.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.06229, over 7965.58 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2868, pruned_loss=0.05791, over 2473892.38 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06644, over 18527.85 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 13:01:29,807 INFO [train.py:927] (7/8) Epoch 15, batch 22600, giga_loss[loss=0.2072, simple_loss=0.2844, pruned_loss=0.06502, over 12254.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02849, over 54.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2879, pruned_loss=0.05829, over 2474350.35 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06368, over 17731.67 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2892, pruned_loss=0.06414, over 2469063.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06196, over 7973.99 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2872, pruned_loss=0.05755, over 2474587.92 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0646, over 18784.22 utterances.], batch size: 54, lr: 2.59e-04
2022-08-30 13:03:08,846 INFO [train.py:927] (7/8) Epoch 15, batch 22650, giga_loss[loss=0.1943, simple_loss=0.2863, pruned_loss=0.05111, over 12382.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04017, over 113.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2874, pruned_loss=0.05786, over 2474819.10 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06664, over 18149.40 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2899, pruned_loss=0.06455, over 2469175.45 frames. utt_duration=1206 frames, utt_pad_proportion=0.07332, over 8198.36 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2862, pruned_loss=0.05673, over 2475055.04 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06299, over 19062.31 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 13:04:47,554 INFO [train.py:927] (7/8) Epoch 15, batch 22700, giga_loss[loss=0.1898, simple_loss=0.28, pruned_loss=0.04984, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03261, over 28.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2878, pruned_loss=0.05854, over 2473733.82 frames. utt_duration=549.3 frames, utt_pad_proportion=0.0685, over 18061.87 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2898, pruned_loss=0.06457, over 2469047.15 frames. utt_duration=1208 frames, utt_pad_proportion=0.07225, over 8188.08 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05742, over 2474187.17 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06579, over 19111.44 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 13:06:31,181 INFO [train.py:927] (7/8) Epoch 15, batch 22750, giga_loss[loss=0.2095, simple_loss=0.3, pruned_loss=0.05947, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.29, pruned_loss=0.05953, over 2473120.82 frames. utt_duration=546.3 frames, utt_pad_proportion=0.07014, over 18156.64 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2897, pruned_loss=0.06454, over 2468843.46 frames. utt_duration=1211 frames, utt_pad_proportion=0.07187, over 8165.27 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2894, pruned_loss=0.05862, over 2473716.32 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0681, over 19102.60 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 13:08:12,364 INFO [train.py:927] (7/8) Epoch 15, batch 22800, giga_loss[loss=0.197, simple_loss=0.2896, pruned_loss=0.05217, over 12479.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0259, over 55.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2904, pruned_loss=0.05917, over 2473420.32 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06684, over 17405.00 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2894, pruned_loss=0.06446, over 2468760.80 frames. utt_duration=1216 frames, utt_pad_proportion=0.07059, over 8133.58 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2902, pruned_loss=0.0584, over 2474046.64 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06578, over 18401.18 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 13:09:53,783 INFO [train.py:927] (7/8) Epoch 15, batch 22850, giga_loss[loss=0.1926, simple_loss=0.2867, pruned_loss=0.04928, over 12406.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2912, pruned_loss=0.05925, over 2473644.56 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06335, over 17488.02 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2894, pruned_loss=0.06446, over 2468972.70 frames. utt_duration=1214 frames, utt_pad_proportion=0.07031, over 8143.19 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.291, pruned_loss=0.05861, over 2474003.58 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06275, over 18337.82 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 13:11:36,263 INFO [train.py:927] (7/8) Epoch 15, batch 22900, giga_loss[loss=0.2078, simple_loss=0.2909, pruned_loss=0.06231, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2897, pruned_loss=0.05921, over 2474584.91 frames. utt_duration=570 frames, utt_pad_proportion=0.06178, over 17411.93 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2895, pruned_loss=0.06454, over 2468820.46 frames. utt_duration=1207 frames, utt_pad_proportion=0.0737, over 8192.23 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2895, pruned_loss=0.05852, over 2475116.39 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05999, over 18262.34 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 13:13:17,010 INFO [train.py:927] (7/8) Epoch 15, batch 22950, giga_loss[loss=0.2481, simple_loss=0.325, pruned_loss=0.08562, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2898, pruned_loss=0.05931, over 2474823.44 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06145, over 17978.69 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.29, pruned_loss=0.06519, over 2468907.65 frames. utt_duration=1209 frames, utt_pad_proportion=0.07235, over 8175.48 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2893, pruned_loss=0.05808, over 2475326.69 frames. utt_duration=525 frames, utt_pad_proportion=0.06046, over 18913.44 utterances.], batch size: 258, lr: 2.58e-04
2022-08-30 13:14:59,008 INFO [train.py:927] (7/8) Epoch 15, batch 23000, giga_loss[loss=0.2889, simple_loss=0.3548, pruned_loss=0.1116, over 12371.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03509, over 80.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2909, pruned_loss=0.05871, over 2474970.34 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05935, over 17907.34 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2901, pruned_loss=0.06523, over 2468654.64 frames. utt_duration=1210 frames, utt_pad_proportion=0.07176, over 8173.92 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05762, over 2475680.81 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0588, over 18775.93 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:16:40,200 INFO [train.py:927] (7/8) Epoch 15, batch 23050, giga_loss[loss=0.1881, simple_loss=0.2794, pruned_loss=0.0484, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2891, pruned_loss=0.05814, over 2474797.65 frames. utt_duration=560 frames, utt_pad_proportion=0.05568, over 17723.60 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2902, pruned_loss=0.06526, over 2468810.27 frames. utt_duration=1211 frames, utt_pad_proportion=0.07091, over 8165.34 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2886, pruned_loss=0.05715, over 2475311.53 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05565, over 18544.98 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 13:18:21,374 INFO [train.py:927] (7/8) Epoch 15, batch 23100, giga_loss[loss=0.1843, simple_loss=0.2646, pruned_loss=0.05196, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02999, over 45.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2869, pruned_loss=0.05822, over 2474075.94 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05668, over 17464.41 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2902, pruned_loss=0.06529, over 2468483.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.06849, over 8107.99 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2864, pruned_loss=0.05711, over 2475043.16 frames. utt_duration=534.6 frames, utt_pad_proportion=0.05735, over 18571.34 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 13:20:03,214 INFO [train.py:927] (7/8) Epoch 15, batch 23150, giga_loss[loss=0.1961, simple_loss=0.281, pruned_loss=0.05559, over 12346.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.0323, over 85.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2859, pruned_loss=0.05818, over 2474203.36 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05559, over 17606.72 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2908, pruned_loss=0.06546, over 2468499.59 frames. utt_duration=1217 frames, utt_pad_proportion=0.06798, over 8121.27 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.285, pruned_loss=0.05708, over 2475020.46 frames. utt_duration=534.1 frames, utt_pad_proportion=0.0563, over 18587.31 utterances.], batch size: 85, lr: 2.58e-04
2022-08-30 13:21:44,091 INFO [train.py:927] (7/8) Epoch 15, batch 23200, giga_loss[loss=0.1655, simple_loss=0.2404, pruned_loss=0.04527, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03553, over 40.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2822, pruned_loss=0.05674, over 2474290.83 frames. utt_duration=570 frames, utt_pad_proportion=0.05507, over 17409.11 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.291, pruned_loss=0.06534, over 2468190.97 frames. utt_duration=1219 frames, utt_pad_proportion=0.06765, over 8111.64 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2811, pruned_loss=0.05577, over 2475318.41 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05567, over 18405.10 utterances.], batch size: 40, lr: 2.58e-04
2022-08-30 13:23:24,173 INFO [train.py:927] (7/8) Epoch 15, batch 23250, giga_loss[loss=0.1784, simple_loss=0.2591, pruned_loss=0.04884, over 12476.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04392, over 34.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2807, pruned_loss=0.0561, over 2474659.79 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05467, over 17546.81 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2909, pruned_loss=0.06533, over 2468225.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06546, over 8074.28 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2795, pruned_loss=0.05495, over 2475715.48 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05583, over 18769.74 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 13:25:12,074 INFO [train.py:927] (7/8) Epoch 15, batch 23300, giga_loss[loss=0.2594, simple_loss=0.3298, pruned_loss=0.09445, over 12400.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2829, pruned_loss=0.05686, over 2474118.18 frames. utt_duration=581.1 frames, utt_pad_proportion=0.054, over 17074.76 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2914, pruned_loss=0.06556, over 2468055.48 frames. utt_duration=1214 frames, utt_pad_proportion=0.06863, over 8141.90 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2813, pruned_loss=0.05557, over 2475224.33 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05342, over 18146.88 utterances.], batch size: 260, lr: 2.58e-04
2022-08-30 13:26:52,712 INFO [train.py:927] (7/8) Epoch 15, batch 23350, giga_loss[loss=0.2395, simple_loss=0.333, pruned_loss=0.07303, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.285, pruned_loss=0.05718, over 2473961.94 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05604, over 17388.56 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2913, pruned_loss=0.06542, over 2468161.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06759, over 8120.27 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2837, pruned_loss=0.05613, over 2474848.35 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05579, over 18413.12 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 13:28:37,987 INFO [train.py:927] (7/8) Epoch 15, batch 23400, giga_loss[loss=0.2064, simple_loss=0.3005, pruned_loss=0.05615, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03245, over 62.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2875, pruned_loss=0.05803, over 2474388.70 frames. utt_duration=589 frames, utt_pad_proportion=0.05255, over 16845.42 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2914, pruned_loss=0.0654, over 2468283.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.06711, over 8104.12 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2863, pruned_loss=0.05715, over 2475032.48 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05267, over 17751.38 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:30:21,355 INFO [train.py:927] (7/8) Epoch 15, batch 23450, giga_loss[loss=0.3088, simple_loss=0.3606, pruned_loss=0.1285, over 12340.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1982, over 366.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2943, pruned_loss=0.0626, over 2474119.44 frames. utt_duration=547 frames, utt_pad_proportion=0.0619, over 18141.01 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2915, pruned_loss=0.06535, over 2468109.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06667, over 8104.28 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06183, over 2474919.45 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06168, over 19076.56 utterances.], batch size: 366, lr: 2.58e-04
2022-08-30 13:32:03,777 INFO [train.py:927] (7/8) Epoch 15, batch 23500, giga_loss[loss=0.2696, simple_loss=0.3406, pruned_loss=0.09933, over 12436.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03527, over 86.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2998, pruned_loss=0.06632, over 2474916.13 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06088, over 18199.41 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2911, pruned_loss=0.06514, over 2467996.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06525, over 8073.91 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2995, pruned_loss=0.06588, over 2475899.29 frames. utt_duration=514.4 frames, utt_pad_proportion=0.0612, over 19309.06 utterances.], batch size: 86, lr: 2.58e-04
2022-08-30 13:33:47,824 INFO [train.py:927] (7/8) Epoch 15, batch 23550, giga_loss[loss=0.2396, simple_loss=0.318, pruned_loss=0.08061, over 12388.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03423, over 80.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3062, pruned_loss=0.07094, over 2474865.56 frames. utt_duration=530 frames, utt_pad_proportion=0.06169, over 18728.79 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2912, pruned_loss=0.06512, over 2468273.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06858, over 8135.99 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.07066, over 2475550.36 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06074, over 19780.08 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:35:33,595 INFO [train.py:927] (7/8) Epoch 15, batch 23600, giga_loss[loss=0.3127, simple_loss=0.3718, pruned_loss=0.1268, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07482, over 212.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.31, pruned_loss=0.07449, over 2474313.93 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06532, over 20016.39 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2909, pruned_loss=0.06486, over 2467956.87 frames. utt_duration=1218 frames, utt_pad_proportion=0.06757, over 8112.54 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3104, pruned_loss=0.07458, over 2475218.71 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06471, over 21045.04 utterances.], batch size: 212, lr: 2.58e-04
2022-08-30 13:37:18,636 INFO [train.py:927] (7/8) Epoch 15, batch 23650, libri_loss[loss=0.2715, simple_loss=0.3452, pruned_loss=0.09894, over 12424.00 frames. utt_duration=415.7 frames, utt_pad_proportion=0.3525, over 120.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3129, pruned_loss=0.07698, over 2474873.84 frames. utt_duration=509.4 frames, utt_pad_proportion=0.0636, over 19489.82 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2908, pruned_loss=0.06458, over 2468047.84 frames. utt_duration=1206 frames, utt_pad_proportion=0.07178, over 8197.86 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3143, pruned_loss=0.07782, over 2475813.84 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06142, over 20741.08 utterances.], batch size: 120, lr: 2.58e-04
2022-08-30 13:39:08,387 INFO [train.py:927] (7/8) Epoch 15, batch 23700, giga_loss[loss=0.2178, simple_loss=0.2928, pruned_loss=0.07139, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02695, over 48.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07921, over 2474353.53 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06858, over 20081.04 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2908, pruned_loss=0.06449, over 2467700.23 frames. utt_duration=1210 frames, utt_pad_proportion=0.06982, over 8167.64 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.317, pruned_loss=0.08055, over 2475731.85 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06717, over 21606.46 utterances.], batch size: 48, lr: 2.58e-04
2022-08-30 13:40:52,367 INFO [train.py:927] (7/8) Epoch 15, batch 23750, giga_loss[loss=0.1969, simple_loss=0.2848, pruned_loss=0.05456, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3133, pruned_loss=0.07886, over 2473884.69 frames. utt_duration=503 frames, utt_pad_proportion=0.07115, over 19731.89 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06425, over 2468070.30 frames. utt_duration=1196 frames, utt_pad_proportion=0.07354, over 8264.95 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.08075, over 2474908.99 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06849, over 21351.31 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 13:42:36,167 INFO [train.py:927] (7/8) Epoch 15, batch 23800, giga_loss[loss=0.2754, simple_loss=0.3325, pruned_loss=0.1091, over 12342.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.316, pruned_loss=0.08025, over 2473333.23 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07275, over 20513.29 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2908, pruned_loss=0.06434, over 2467861.37 frames. utt_duration=1201 frames, utt_pad_proportion=0.07249, over 8228.97 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3184, pruned_loss=0.08192, over 2474413.36 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07091, over 22033.62 utterances.], batch size: 368, lr: 2.58e-04
2022-08-30 13:44:22,801 INFO [train.py:927] (7/8) Epoch 15, batch 23850, giga_loss[loss=0.2184, simple_loss=0.3078, pruned_loss=0.06449, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02773, over 43.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3169, pruned_loss=0.08036, over 2473833.35 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07701, over 21108.24 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06437, over 2467940.17 frames. utt_duration=1192 frames, utt_pad_proportion=0.07537, over 8290.56 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3192, pruned_loss=0.08195, over 2474717.78 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07429, over 22489.73 utterances.], batch size: 43, lr: 2.58e-04
2022-08-30 13:46:14,540 INFO [train.py:927] (7/8) Epoch 15, batch 23900, giga_loss[loss=0.2177, simple_loss=0.2957, pruned_loss=0.06985, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03781, over 40.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3158, pruned_loss=0.07848, over 2473161.81 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07712, over 20352.55 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2908, pruned_loss=0.06432, over 2468109.74 frames. utt_duration=1185 frames, utt_pad_proportion=0.07819, over 8342.64 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3183, pruned_loss=0.08013, over 2473844.13 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07384, over 21684.25 utterances.], batch size: 40, lr: 2.58e-04
2022-08-30 13:47:59,931 INFO [train.py:927] (7/8) Epoch 15, batch 23950, giga_loss[loss=0.2282, simple_loss=0.3121, pruned_loss=0.07219, over 12432.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03727, over 43.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07654, over 2473596.80 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07697, over 20443.76 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2907, pruned_loss=0.06425, over 2468158.81 frames. utt_duration=1180 frames, utt_pad_proportion=0.0803, over 8373.98 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3158, pruned_loss=0.07828, over 2474211.11 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07369, over 21800.91 utterances.], batch size: 43, lr: 2.58e-04
2022-08-30 13:49:45,951 INFO [train.py:927] (7/8) Epoch 15, batch 24000, giga_loss[loss=0.2187, simple_loss=0.2974, pruned_loss=0.07003, over 12416.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02831, over 62.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3132, pruned_loss=0.07703, over 2473423.93 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07869, over 20920.64 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.291, pruned_loss=0.06437, over 2468274.50 frames. utt_duration=1167 frames, utt_pad_proportion=0.08459, over 8469.51 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3154, pruned_loss=0.07847, over 2473883.73 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07467, over 22076.70 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:49:45,952 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 13:50:00,879 INFO [train.py:967] (7/8) Epoch 15, validation: loss=0.1732, simple_loss=0.2852, pruned_loss=0.03057, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 13:51:57,004 INFO [train.py:927] (7/8) Epoch 15, batch 24050, giga_loss[loss=0.2065, simple_loss=0.2985, pruned_loss=0.05728, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03292, over 122.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07584, over 2474620.25 frames. utt_duration=483.9 frames, utt_pad_proportion=0.0741, over 20517.06 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06434, over 2468512.86 frames. utt_duration=1167 frames, utt_pad_proportion=0.08412, over 8473.27 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3152, pruned_loss=0.07723, over 2474877.32 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07117, over 21652.73 utterances.], batch size: 122, lr: 2.58e-04
2022-08-30 13:53:40,448 INFO [train.py:927] (7/8) Epoch 15, batch 24100, libri_loss[loss=0.2243, simple_loss=0.2982, pruned_loss=0.07525, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005521, over 34.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3136, pruned_loss=0.07444, over 2474458.68 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07056, over 19977.29 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2908, pruned_loss=0.06429, over 2468553.99 frames. utt_duration=1172 frames, utt_pad_proportion=0.08222, over 8438.41 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3161, pruned_loss=0.07589, over 2474811.30 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06892, over 21240.97 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 13:55:24,314 INFO [train.py:927] (7/8) Epoch 15, batch 24150, giga_loss[loss=0.2384, simple_loss=0.3216, pruned_loss=0.07761, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06253, over 183.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3138, pruned_loss=0.07482, over 2474530.70 frames. utt_duration=474.4 frames, utt_pad_proportion=0.0747, over 20927.39 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2909, pruned_loss=0.06425, over 2468304.51 frames. utt_duration=1174 frames, utt_pad_proportion=0.08161, over 8422.08 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3159, pruned_loss=0.07608, over 2475070.58 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07346, over 22042.80 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 13:57:11,354 INFO [train.py:927] (7/8) Epoch 15, batch 24200, giga_loss[loss=0.236, simple_loss=0.3111, pruned_loss=0.08048, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03672, over 113.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.0752, over 2474374.73 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07204, over 20732.42 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2912, pruned_loss=0.06447, over 2468423.86 frames. utt_duration=1176 frames, utt_pad_proportion=0.0805, over 8403.74 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.314, pruned_loss=0.0762, over 2474802.19 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07149, over 21860.34 utterances.], batch size: 113, lr: 2.58e-04
2022-08-30 13:58:57,407 INFO [train.py:927] (7/8) Epoch 15, batch 24250, giga_loss[loss=0.1965, simple_loss=0.2869, pruned_loss=0.05306, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03491, over 37.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3101, pruned_loss=0.07362, over 2474181.19 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07178, over 20628.26 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06417, over 2468014.03 frames. utt_duration=1185 frames, utt_pad_proportion=0.07896, over 8342.30 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07497, over 2475085.42 frames. utt_duration=453 frames, utt_pad_proportion=0.0718, over 21923.19 utterances.], batch size: 37, lr: 2.58e-04
2022-08-30 14:00:40,860 INFO [train.py:927] (7/8) Epoch 15, batch 24300, giga_loss[loss=0.2204, simple_loss=0.3096, pruned_loss=0.06558, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04133, over 146.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3092, pruned_loss=0.0731, over 2474563.44 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06789, over 20549.84 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06408, over 2468003.51 frames. utt_duration=1187 frames, utt_pad_proportion=0.07824, over 8326.73 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.312, pruned_loss=0.07447, over 2475452.57 frames. utt_duration=454 frames, utt_pad_proportion=0.0683, over 21880.76 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 14:02:28,594 INFO [train.py:927] (7/8) Epoch 15, batch 24350, giga_loss[loss=0.221, simple_loss=0.306, pruned_loss=0.06804, over 12422.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03971, over 123.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3088, pruned_loss=0.07338, over 2474338.35 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06694, over 20666.56 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06417, over 2467908.09 frames. utt_duration=1178 frames, utt_pad_proportion=0.08238, over 8390.02 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3112, pruned_loss=0.07452, over 2475225.55 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06585, over 21837.05 utterances.], batch size: 123, lr: 2.58e-04
2022-08-30 14:04:12,549 INFO [train.py:927] (7/8) Epoch 15, batch 24400, libri_loss[loss=0.1802, simple_loss=0.2562, pruned_loss=0.05215, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007284, over 31.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3071, pruned_loss=0.07358, over 2473657.34 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07565, over 21406.74 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06399, over 2467917.62 frames. utt_duration=1175 frames, utt_pad_proportion=0.08444, over 8415.03 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3099, pruned_loss=0.07487, over 2474476.85 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07363, over 22599.81 utterances.], batch size: 31, lr: 2.58e-04
2022-08-30 14:05:55,661 INFO [train.py:927] (7/8) Epoch 15, batch 24450, giga_loss[loss=0.2597, simple_loss=0.3191, pruned_loss=0.1001, over 12378.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1966, over 366.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3053, pruned_loss=0.07287, over 2473440.66 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07399, over 20988.73 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2898, pruned_loss=0.06384, over 2467614.09 frames. utt_duration=1178 frames, utt_pad_proportion=0.08249, over 8389.06 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07432, over 2474552.76 frames. utt_duration=443.9 frames, utt_pad_proportion=0.073, over 22369.78 utterances.], batch size: 366, lr: 2.58e-04
2022-08-30 14:07:40,114 INFO [train.py:927] (7/8) Epoch 15, batch 24500, giga_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07726, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02717, over 91.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3059, pruned_loss=0.07371, over 2473338.27 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07886, over 21709.57 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06393, over 2467355.35 frames. utt_duration=1168 frames, utt_pad_proportion=0.0854, over 8459.70 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3085, pruned_loss=0.07503, over 2474646.13 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07662, over 23092.30 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 14:09:20,866 INFO [train.py:927] (7/8) Epoch 15, batch 24550, libri_loss[loss=0.2164, simple_loss=0.3068, pruned_loss=0.06299, over 12263.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004138, over 34.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.307, pruned_loss=0.07368, over 2474019.58 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07794, over 21607.76 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2901, pruned_loss=0.06402, over 2467398.40 frames. utt_duration=1171 frames, utt_pad_proportion=0.08416, over 8440.67 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07482, over 2475140.41 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07659, over 22955.68 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:11:06,129 INFO [train.py:927] (7/8) Epoch 15, batch 24600, giga_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05967, over 12422.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3063, pruned_loss=0.07328, over 2473062.09 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07958, over 21522.44 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2898, pruned_loss=0.06381, over 2467071.41 frames. utt_duration=1173 frames, utt_pad_proportion=0.08361, over 8422.58 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07461, over 2474395.34 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07856, over 22913.44 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:12:50,631 INFO [train.py:927] (7/8) Epoch 15, batch 24650, giga_loss[loss=0.1848, simple_loss=0.2712, pruned_loss=0.04921, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03799, over 28.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3076, pruned_loss=0.07456, over 2473493.21 frames. utt_duration=463 frames, utt_pad_proportion=0.07918, over 21435.73 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.06376, over 2467418.65 frames. utt_duration=1172 frames, utt_pad_proportion=0.0821, over 8433.53 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07603, over 2474494.05 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07887, over 23023.25 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 14:14:33,638 INFO [train.py:927] (7/8) Epoch 15, batch 24700, giga_loss[loss=0.2556, simple_loss=0.3429, pruned_loss=0.08419, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03261, over 58.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3083, pruned_loss=0.07592, over 2474447.44 frames. utt_duration=464.5 frames, utt_pad_proportion=0.0788, over 21377.18 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.06371, over 2467870.57 frames. utt_duration=1175 frames, utt_pad_proportion=0.08058, over 8413.53 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3107, pruned_loss=0.07747, over 2475013.76 frames. utt_duration=431.3 frames, utt_pad_proportion=0.0791, over 23031.65 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:16:19,637 INFO [train.py:927] (7/8) Epoch 15, batch 24750, giga_loss[loss=0.2127, simple_loss=0.2915, pruned_loss=0.06692, over 12382.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.307, pruned_loss=0.07523, over 2474330.13 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07746, over 20956.95 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2897, pruned_loss=0.06369, over 2467924.87 frames. utt_duration=1180 frames, utt_pad_proportion=0.0791, over 8379.56 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3095, pruned_loss=0.07676, over 2474897.93 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07826, over 22592.73 utterances.], batch size: 113, lr: 2.58e-04
2022-08-30 14:18:02,419 INFO [train.py:927] (7/8) Epoch 15, batch 24800, giga_loss[loss=0.2233, simple_loss=0.303, pruned_loss=0.07183, over 12379.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3069, pruned_loss=0.07407, over 2474473.65 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07398, over 20483.86 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06358, over 2467684.98 frames. utt_duration=1185 frames, utt_pad_proportion=0.07802, over 8337.29 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07557, over 2475263.20 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07519, over 22036.10 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 14:19:47,480 INFO [train.py:927] (7/8) Epoch 15, batch 24850, giga_loss[loss=0.2174, simple_loss=0.2972, pruned_loss=0.06876, over 12224.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02883, over 42.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3059, pruned_loss=0.07419, over 2473914.52 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0789, over 21084.85 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2897, pruned_loss=0.06372, over 2467475.36 frames. utt_duration=1187 frames, utt_pad_proportion=0.07705, over 8327.56 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.308, pruned_loss=0.07544, over 2474855.66 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07984, over 22538.74 utterances.], batch size: 42, lr: 2.58e-04
2022-08-30 14:21:30,192 INFO [train.py:927] (7/8) Epoch 15, batch 24900, giga_loss[loss=0.2291, simple_loss=0.3171, pruned_loss=0.07054, over 12399.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3061, pruned_loss=0.07444, over 2473421.74 frames. utt_duration=476 frames, utt_pad_proportion=0.07732, over 20850.56 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2897, pruned_loss=0.06367, over 2467388.98 frames. utt_duration=1189 frames, utt_pad_proportion=0.07621, over 8311.67 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.308, pruned_loss=0.07561, over 2474335.07 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07845, over 22186.11 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 14:23:16,123 INFO [train.py:927] (7/8) Epoch 15, batch 24950, giga_loss[loss=0.2292, simple_loss=0.3152, pruned_loss=0.07159, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3103, pruned_loss=0.07499, over 2473907.00 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07623, over 21413.34 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2897, pruned_loss=0.06361, over 2467261.93 frames. utt_duration=1193 frames, utt_pad_proportion=0.07511, over 8279.62 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3122, pruned_loss=0.07619, over 2474895.44 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07753, over 22748.38 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 14:25:00,740 INFO [train.py:927] (7/8) Epoch 15, batch 25000, giga_loss[loss=0.2008, simple_loss=0.2923, pruned_loss=0.05471, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3122, pruned_loss=0.07588, over 2473316.05 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07358, over 20955.46 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2897, pruned_loss=0.0636, over 2467133.08 frames. utt_duration=1196 frames, utt_pad_proportion=0.07425, over 8258.56 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.314, pruned_loss=0.077, over 2474299.77 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07506, over 22205.31 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:26:45,157 INFO [train.py:927] (7/8) Epoch 15, batch 25050, giga_loss[loss=0.2021, simple_loss=0.2827, pruned_loss=0.06081, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03905, over 34.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3114, pruned_loss=0.07651, over 2473197.53 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08002, over 21076.45 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06329, over 2466964.87 frames. utt_duration=1205 frames, utt_pad_proportion=0.07241, over 8198.28 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.314, pruned_loss=0.07808, over 2474337.69 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08145, over 22536.04 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:28:31,202 INFO [train.py:927] (7/8) Epoch 15, batch 25100, giga_loss[loss=0.2208, simple_loss=0.2982, pruned_loss=0.07169, over 12463.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3097, pruned_loss=0.07596, over 2473900.17 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07759, over 20690.72 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06301, over 2467239.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.07058, over 8155.82 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07791, over 2474752.95 frames. utt_duration=445 frames, utt_pad_proportion=0.07965, over 22317.14 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 14:30:18,517 INFO [train.py:927] (7/8) Epoch 15, batch 25150, giga_loss[loss=0.2321, simple_loss=0.3126, pruned_loss=0.07579, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03071, over 42.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.309, pruned_loss=0.07618, over 2473612.77 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07216, over 20220.73 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06299, over 2466923.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.06952, over 8126.92 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3121, pruned_loss=0.07797, over 2474705.88 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07457, over 21760.71 utterances.], batch size: 42, lr: 2.58e-04
2022-08-30 14:32:04,756 INFO [train.py:927] (7/8) Epoch 15, batch 25200, libri_loss[loss=0.193, simple_loss=0.2877, pruned_loss=0.04915, over 12254.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004686, over 34.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.308, pruned_loss=0.07563, over 2473502.23 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07333, over 19698.36 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06292, over 2466842.94 frames. utt_duration=1217 frames, utt_pad_proportion=0.06925, over 8120.28 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07716, over 2474471.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07533, over 20967.78 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:33:50,861 INFO [train.py:927] (7/8) Epoch 15, batch 25250, giga_loss[loss=0.2131, simple_loss=0.3044, pruned_loss=0.06096, over 12424.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3075, pruned_loss=0.07549, over 2473512.27 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07311, over 19843.99 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2887, pruned_loss=0.06301, over 2466636.82 frames. utt_duration=1220 frames, utt_pad_proportion=0.06846, over 8100.55 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3096, pruned_loss=0.07679, over 2474545.60 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07495, over 21010.41 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:35:37,678 INFO [train.py:927] (7/8) Epoch 15, batch 25300, giga_loss[loss=0.2108, simple_loss=0.2967, pruned_loss=0.06242, over 12438.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04083, over 146.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3094, pruned_loss=0.07613, over 2473849.99 frames. utt_duration=487.4 frames, utt_pad_proportion=0.0744, over 20364.23 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06295, over 2466534.77 frames. utt_duration=1223 frames, utt_pad_proportion=0.0677, over 8078.17 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07738, over 2474867.87 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07608, over 21474.04 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 14:37:26,771 INFO [train.py:927] (7/8) Epoch 15, batch 25350, giga_loss[loss=0.2549, simple_loss=0.3376, pruned_loss=0.08606, over 12356.00 frames. utt_duration=619.3 frames, utt_pad_proportion=0.03688, over 80.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3102, pruned_loss=0.07565, over 2474023.55 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07098, over 19804.81 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.0629, over 2466432.92 frames. utt_duration=1225 frames, utt_pad_proportion=0.06667, over 8060.69 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3121, pruned_loss=0.07693, over 2475072.07 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0729, over 20919.90 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 14:39:13,453 INFO [train.py:927] (7/8) Epoch 15, batch 25400, giga_loss[loss=0.2795, simple_loss=0.3454, pruned_loss=0.1068, over 12366.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3113, pruned_loss=0.07438, over 2473977.09 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06975, over 19303.82 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06281, over 2466442.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.0662, over 8061.85 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3134, pruned_loss=0.07574, over 2474965.84 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0716, over 20439.88 utterances.], batch size: 182, lr: 2.58e-04
2022-08-30 14:40:58,567 INFO [train.py:927] (7/8) Epoch 15, batch 25450, giga_loss[loss=0.2174, simple_loss=0.3001, pruned_loss=0.06738, over 12368.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02746, over 66.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3145, pruned_loss=0.07688, over 2473879.71 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06962, over 19679.76 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06276, over 2466417.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06593, over 8056.54 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3164, pruned_loss=0.07805, over 2474709.81 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07116, over 20625.23 utterances.], batch size: 66, lr: 2.58e-04
2022-08-30 14:42:43,527 INFO [train.py:927] (7/8) Epoch 15, batch 25500, giga_loss[loss=0.2194, simple_loss=0.305, pruned_loss=0.06693, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04261, over 114.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.315, pruned_loss=0.0776, over 2474689.82 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06663, over 19603.88 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06275, over 2466753.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06486, over 8053.89 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3172, pruned_loss=0.07895, over 2475271.11 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06838, over 20681.26 utterances.], batch size: 114, lr: 2.58e-04
2022-08-30 14:44:28,019 INFO [train.py:927] (7/8) Epoch 15, batch 25550, libri_loss[loss=0.2034, simple_loss=0.2778, pruned_loss=0.06444, over 12279.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006286, over 32.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3146, pruned_loss=0.07654, over 2475022.85 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06971, over 20163.38 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.06285, over 2466690.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06375, over 8029.80 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3171, pruned_loss=0.07785, over 2475753.06 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07135, over 21328.17 utterances.], batch size: 32, lr: 2.58e-04
2022-08-30 14:46:14,546 INFO [train.py:927] (7/8) Epoch 15, batch 25600, libri_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07498, over 12375.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.006596, over 34.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.314, pruned_loss=0.07538, over 2475171.93 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06918, over 19234.12 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06292, over 2467119.72 frames. utt_duration=1224 frames, utt_pad_proportion=0.06688, over 8072.73 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3169, pruned_loss=0.07685, over 2475665.06 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06959, over 20559.69 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:47:59,722 INFO [train.py:927] (7/8) Epoch 15, batch 25650, giga_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06423, over 12087.00 frames. utt_duration=1728 frames, utt_pad_proportion=0.05089, over 28.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3126, pruned_loss=0.07463, over 2474726.54 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06829, over 18755.63 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06304, over 2466786.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06561, over 8050.15 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3153, pruned_loss=0.07597, over 2475587.22 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06921, over 20077.94 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 14:49:45,577 INFO [train.py:927] (7/8) Epoch 15, batch 25700, giga_loss[loss=0.2917, simple_loss=0.3542, pruned_loss=0.1146, over 12413.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3116, pruned_loss=0.0751, over 2475065.20 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07501, over 19791.38 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06302, over 2466709.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.06786, over 8095.41 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3143, pruned_loss=0.07657, over 2476115.13 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07455, over 21176.43 utterances.], batch size: 161, lr: 2.58e-04
2022-08-30 14:51:30,336 INFO [train.py:927] (7/8) Epoch 15, batch 25750, giga_loss[loss=0.2211, simple_loss=0.2956, pruned_loss=0.07331, over 12363.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02864, over 91.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.0749, over 2474584.60 frames. utt_duration=495.7 frames, utt_pad_proportion=0.08141, over 20028.33 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2881, pruned_loss=0.06276, over 2466973.63 frames. utt_duration=1226 frames, utt_pad_proportion=0.06695, over 8057.77 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3122, pruned_loss=0.07651, over 2475341.88 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08106, over 21372.69 utterances.], batch size: 91, lr: 2.57e-04
2022-08-30 14:53:11,778 INFO [train.py:927] (7/8) Epoch 15, batch 25800, giga_loss[loss=0.291, simple_loss=0.3506, pruned_loss=0.1157, over 12376.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3083, pruned_loss=0.07504, over 2474165.23 frames. utt_duration=461.7 frames, utt_pad_proportion=0.08763, over 21503.68 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2879, pruned_loss=0.06261, over 2466700.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.0656, over 8034.14 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3117, pruned_loss=0.07688, over 2475254.51 frames. utt_duration=431.6 frames, utt_pad_proportion=0.08765, over 23016.59 utterances.], batch size: 259, lr: 2.57e-04
2022-08-30 14:54:54,499 INFO [train.py:927] (7/8) Epoch 15, batch 25850, giga_loss[loss=0.2039, simple_loss=0.2945, pruned_loss=0.05664, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02822, over 70.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3057, pruned_loss=0.07207, over 2474929.91 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08563, over 21921.16 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06252, over 2466680.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.06466, over 8010.60 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3089, pruned_loss=0.07381, over 2475964.22 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08615, over 23399.63 utterances.], batch size: 70, lr: 2.57e-04
2022-08-30 14:56:42,600 INFO [train.py:927] (7/8) Epoch 15, batch 25900, giga_loss[loss=0.2072, simple_loss=0.2929, pruned_loss=0.06073, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03972, over 113.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07135, over 2474357.44 frames. utt_duration=463 frames, utt_pad_proportion=0.08226, over 21443.56 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06249, over 2466571.39 frames. utt_duration=1235 frames, utt_pad_proportion=0.06327, over 7998.10 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.07307, over 2475550.82 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08354, over 23081.53 utterances.], batch size: 113, lr: 2.57e-04
2022-08-30 14:58:26,773 INFO [train.py:927] (7/8) Epoch 15, batch 25950, giga_loss[loss=0.2627, simple_loss=0.3328, pruned_loss=0.09636, over 12355.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06798, over 211.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3036, pruned_loss=0.07125, over 2474429.86 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08098, over 21206.58 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.288, pruned_loss=0.06242, over 2466627.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06286, over 7989.18 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07274, over 2475388.58 frames. utt_duration=439.1 frames, utt_pad_proportion=0.08227, over 22627.18 utterances.], batch size: 211, lr: 2.57e-04
2022-08-30 15:00:09,955 INFO [train.py:927] (7/8) Epoch 15, batch 26000, giga_loss[loss=0.2253, simple_loss=0.3073, pruned_loss=0.07168, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07293, over 2473589.99 frames. utt_duration=459 frames, utt_pad_proportion=0.08191, over 21626.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2878, pruned_loss=0.06225, over 2466498.10 frames. utt_duration=1228 frames, utt_pad_proportion=0.06641, over 8044.58 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3086, pruned_loss=0.07458, over 2474714.66 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08189, over 23132.25 utterances.], batch size: 113, lr: 2.57e-04
2022-08-30 15:01:53,632 INFO [train.py:927] (7/8) Epoch 15, batch 26050, giga_loss[loss=0.2178, simple_loss=0.2935, pruned_loss=0.07106, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3082, pruned_loss=0.07503, over 2473831.03 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0875, over 23154.18 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06251, over 2466562.58 frames. utt_duration=1223 frames, utt_pad_proportion=0.06656, over 8079.74 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07626, over 2474770.39 frames. utt_duration=405.3 frames, utt_pad_proportion=0.08725, over 24514.68 utterances.], batch size: 51, lr: 2.57e-04
2022-08-30 15:03:39,218 INFO [train.py:927] (7/8) Epoch 15, batch 26100, giga_loss[loss=0.2354, simple_loss=0.318, pruned_loss=0.07642, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03678, over 133.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3099, pruned_loss=0.07559, over 2473355.26 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08548, over 22841.13 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06253, over 2466334.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.06651, over 8078.03 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07678, over 2474422.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08551, over 24176.86 utterances.], batch size: 133, lr: 2.57e-04
2022-08-30 15:05:26,009 INFO [train.py:927] (7/8) Epoch 15, batch 26150, giga_loss[loss=0.2696, simple_loss=0.3376, pruned_loss=0.1008, over 12394.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.0569, over 162.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3104, pruned_loss=0.07573, over 2473872.11 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08361, over 22397.08 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2882, pruned_loss=0.06254, over 2466619.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07043, over 8157.23 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3124, pruned_loss=0.07693, over 2474613.63 frames. utt_duration=419 frames, utt_pad_proportion=0.08256, over 23705.98 utterances.], batch size: 162, lr: 2.57e-04
2022-08-30 15:07:15,566 INFO [train.py:927] (7/8) Epoch 15, batch 26200, giga_loss[loss=0.2346, simple_loss=0.3253, pruned_loss=0.07199, over 12391.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04914, over 161.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.311, pruned_loss=0.07523, over 2473734.05 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08472, over 22033.56 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06303, over 2466731.61 frames. utt_duration=1191 frames, utt_pad_proportion=0.07657, over 8296.70 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3124, pruned_loss=0.07599, over 2474348.69 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08209, over 23195.24 utterances.], batch size: 161, lr: 2.57e-04
2022-08-30 15:09:05,061 INFO [train.py:927] (7/8) Epoch 15, batch 26250, giga_loss[loss=0.1974, simple_loss=0.2787, pruned_loss=0.05801, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07535, over 2474073.99 frames. utt_duration=431.9 frames, utt_pad_proportion=0.0866, over 22991.04 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.06301, over 2466497.54 frames. utt_duration=1192 frames, utt_pad_proportion=0.07597, over 8285.76 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3119, pruned_loss=0.07608, over 2474846.33 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08478, over 24050.58 utterances.], batch size: 51, lr: 2.57e-04
2022-08-30 15:10:52,778 INFO [train.py:927] (7/8) Epoch 15, batch 26300, giga_loss[loss=0.2664, simple_loss=0.3323, pruned_loss=0.1003, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07534, over 2474309.75 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08691, over 23019.83 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06296, over 2466737.03 frames. utt_duration=1194 frames, utt_pad_proportion=0.07542, over 8270.91 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.07607, over 2474777.43 frames. utt_duration=414 frames, utt_pad_proportion=0.08567, over 23992.51 utterances.], batch size: 183, lr: 2.57e-04
2022-08-30 15:12:36,837 INFO [train.py:927] (7/8) Epoch 15, batch 26350, libri_loss[loss=0.236, simple_loss=0.3055, pruned_loss=0.08327, over 12302.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008057, over 36.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3085, pruned_loss=0.07557, over 2473443.44 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08584, over 22395.27 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2887, pruned_loss=0.06301, over 2466719.88 frames. utt_duration=1200 frames, utt_pad_proportion=0.0741, over 8229.52 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07638, over 2473995.72 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08541, over 23540.01 utterances.], batch size: 36, lr: 2.57e-04
2022-08-30 15:14:22,116 INFO [train.py:927] (7/8) Epoch 15, batch 26400, libri_loss[loss=0.235, simple_loss=0.3196, pruned_loss=0.07514, over 12346.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.1349, over 65.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07578, over 2472847.55 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08118, over 21739.63 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06314, over 2466629.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.07433, over 8243.27 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3101, pruned_loss=0.07642, over 2473431.26 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08097, over 22760.81 utterances.], batch size: 65, lr: 2.57e-04
2022-08-30 15:16:05,219 INFO [train.py:927] (7/8) Epoch 15, batch 26450, giga_loss[loss=0.2136, simple_loss=0.2974, pruned_loss=0.06491, over 12414.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02464, over 66.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3099, pruned_loss=0.07696, over 2473659.84 frames. utt_duration=448 frames, utt_pad_proportion=0.08109, over 22161.15 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06313, over 2466671.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.07354, over 8215.78 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07764, over 2474166.40 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08119, over 23167.12 utterances.], batch size: 66, lr: 2.57e-04
2022-08-30 15:17:49,419 INFO [train.py:927] (7/8) Epoch 15, batch 26500, giga_loss[loss=0.2228, simple_loss=0.3114, pruned_loss=0.06712, over 12328.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03196, over 70.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3108, pruned_loss=0.07794, over 2474098.55 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08505, over 22743.13 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2895, pruned_loss=0.06327, over 2467101.39 frames. utt_duration=1188 frames, utt_pad_proportion=0.07756, over 8319.19 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3116, pruned_loss=0.07863, over 2474245.53 frames. utt_duration=419 frames, utt_pad_proportion=0.08391, over 23705.71 utterances.], batch size: 70, lr: 2.57e-04
2022-08-30 15:19:35,538 INFO [train.py:927] (7/8) Epoch 15, batch 26550, giga_loss[loss=0.2335, simple_loss=0.3097, pruned_loss=0.0787, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03447, over 113.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07718, over 2473188.51 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08404, over 21999.48 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2899, pruned_loss=0.06336, over 2467220.84 frames. utt_duration=1181 frames, utt_pad_proportion=0.07985, over 8365.82 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3115, pruned_loss=0.07819, over 2473450.14 frames. utt_duration=427 frames, utt_pad_proportion=0.08242, over 23253.12 utterances.], batch size: 113, lr: 2.57e-04
2022-08-30 15:21:17,132 INFO [train.py:927] (7/8) Epoch 15, batch 26600, giga_loss[loss=0.2973, simple_loss=0.3547, pruned_loss=0.12, over 12390.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3104, pruned_loss=0.07727, over 2473009.67 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08046, over 21455.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.06321, over 2467059.52 frames. utt_duration=1191 frames, utt_pad_proportion=0.07791, over 8297.08 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07869, over 2473556.70 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07998, over 22958.08 utterances.], batch size: 211, lr: 2.57e-04
2022-08-30 15:22:59,255 INFO [train.py:927] (7/8) Epoch 15, batch 26650, giga_loss[loss=0.236, simple_loss=0.3167, pruned_loss=0.07771, over 12317.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03221, over 58.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.312, pruned_loss=0.07861, over 2473524.17 frames. utt_duration=468.1 frames, utt_pad_proportion=0.08825, over 21201.79 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06418, over 2467649.59 frames. utt_duration=1132 frames, utt_pad_proportion=0.09833, over 8731.86 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07945, over 2473680.81 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08008, over 22539.34 utterances.], batch size: 58, lr: 2.57e-04
2022-08-30 15:23:46,979 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-30 15:26:15,853 INFO [train.py:927] (7/8) Epoch 16, batch 50, giga_loss[loss=0.1933, simple_loss=0.2851, pruned_loss=0.05074, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3089, pruned_loss=0.06306, over 548602.10 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07145, over 4478.46 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2835, pruned_loss=0.04979, over 49123.55 frames. utt_duration=1447 frames, utt_pad_proportion=0.009277, over 135.92 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3111, pruned_loss=0.06417, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 15:27:58,489 INFO [train.py:927] (7/8) Epoch 16, batch 100, libri_loss[loss=0.2072, simple_loss=0.2989, pruned_loss=0.05775, over 12340.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.1414, over 66.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2897, pruned_loss=0.05551, over 975195.94 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06844, over 7103.71 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2865, pruned_loss=0.05132, over 132103.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.04493, over 423.16 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05611, over 890797.34 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06963, over 6948.35 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 15:29:41,666 INFO [train.py:927] (7/8) Epoch 16, batch 150, giga_loss[loss=0.1464, simple_loss=0.2277, pruned_loss=0.03257, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03208, over 85.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2757, pruned_loss=0.0506, over 1307621.89 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06628, over 9704.64 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2891, pruned_loss=0.05264, over 166677.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.04213, over 538.24 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2748, pruned_loss=0.05052, over 1223612.33 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06737, over 9594.83 utterances.], batch size: 85, lr: 2.51e-04
2022-08-30 15:31:24,558 INFO [train.py:927] (7/8) Epoch 16, batch 200, giga_loss[loss=0.1518, simple_loss=0.2294, pruned_loss=0.0371, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04583, over 34.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2657, pruned_loss=0.04655, over 1565905.37 frames. utt_duration=550.4 frames, utt_pad_proportion=0.064, over 11412.10 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2849, pruned_loss=0.05175, over 268287.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.03825, over 841.02 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2638, pruned_loss=0.04607, over 1455761.76 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0656, over 11470.84 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 15:33:05,847 INFO [train.py:927] (7/8) Epoch 16, batch 250, giga_loss[loss=0.1539, simple_loss=0.2378, pruned_loss=0.03501, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.1742, simple_loss=0.2601, pruned_loss=0.04418, over 1767179.58 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05776, over 12754.60 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05151, over 311890.23 frames. utt_duration=1307 frames, utt_pad_proportion=0.03507, over 955.34 utterances.], giga_tot_loss[loss=0.1725, simple_loss=0.258, pruned_loss=0.04356, over 1665555.78 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05935, over 12903.43 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 15:34:48,064 INFO [train.py:927] (7/8) Epoch 16, batch 300, giga_loss[loss=0.1704, simple_loss=0.2504, pruned_loss=0.04515, over 12354.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03241, over 51.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2557, pruned_loss=0.04264, over 1923767.34 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06214, over 14383.48 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.281, pruned_loss=0.05018, over 354644.64 frames. utt_duration=1329 frames, utt_pad_proportion=0.03161, over 1068.44 utterances.], giga_tot_loss[loss=0.1691, simple_loss=0.2539, pruned_loss=0.04215, over 1832068.43 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0636, over 14617.49 utterances.], batch size: 51, lr: 2.51e-04
2022-08-30 15:36:27,900 INFO [train.py:927] (7/8) Epoch 16, batch 350, giga_loss[loss=0.1371, simple_loss=0.2199, pruned_loss=0.02715, over 12080.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04103, over 30.00 utterances.], tot_loss[loss=0.1693, simple_loss=0.2544, pruned_loss=0.04206, over 2045778.95 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0588, over 14754.05 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.0495, over 437613.34 frames. utt_duration=1362 frames, utt_pad_proportion=0.0275, over 1287.14 utterances.], giga_tot_loss[loss=0.1673, simple_loss=0.2518, pruned_loss=0.04143, over 1954274.23 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06079, over 15232.33 utterances.], batch size: 30, lr: 2.51e-04
2022-08-30 15:38:06,770 INFO [train.py:927] (7/8) Epoch 16, batch 400, giga_loss[loss=0.1603, simple_loss=0.2442, pruned_loss=0.03822, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.1657, simple_loss=0.2505, pruned_loss=0.04042, over 2140849.15 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06714, over 16160.93 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2809, pruned_loss=0.04978, over 478106.99 frames. utt_duration=1358 frames, utt_pad_proportion=0.02753, over 1410.37 utterances.], giga_tot_loss[loss=0.1635, simple_loss=0.2477, pruned_loss=0.03966, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 15:39:47,156 INFO [train.py:927] (7/8) Epoch 16, batch 450, giga_loss[loss=0.1477, simple_loss=0.2253, pruned_loss=0.03508, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.1636, simple_loss=0.2479, pruned_loss=0.0396, over 2214437.27 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06581, over 16457.76 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05034, over 546533.21 frames. utt_duration=1355 frames, utt_pad_proportion=0.02633, over 1615.59 utterances.], giga_tot_loss[loss=0.1606, simple_loss=0.2441, pruned_loss=0.03852, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 15:41:29,574 INFO [train.py:927] (7/8) Epoch 16, batch 500, giga_loss[loss=0.2283, simple_loss=0.3021, pruned_loss=0.07728, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02988, over 45.00 utterances.], tot_loss[loss=0.1693, simple_loss=0.2535, pruned_loss=0.04252, over 2272135.17 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06305, over 16934.93 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.04999, over 584472.17 frames. utt_duration=1366 frames, utt_pad_proportion=0.02485, over 1713.51 utterances.], giga_tot_loss[loss=0.1669, simple_loss=0.2504, pruned_loss=0.04165, over 2210364.59 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06498, over 17667.93 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 15:43:09,520 INFO [train.py:927] (7/8) Epoch 16, batch 550, giga_loss[loss=0.1849, simple_loss=0.2859, pruned_loss=0.04193, over 12416.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2644, pruned_loss=0.04677, over 2317709.71 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06356, over 16866.31 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2803, pruned_loss=0.04993, over 640184.84 frames. utt_duration=1376 frames, utt_pad_proportion=0.02286, over 1863.28 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2619, pruned_loss=0.04604, over 2263603.07 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06564, over 17724.74 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 15:44:52,188 INFO [train.py:927] (7/8) Epoch 16, batch 600, giga_loss[loss=0.2141, simple_loss=0.3041, pruned_loss=0.06206, over 12285.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.272, pruned_loss=0.04959, over 2351763.04 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0683, over 17882.39 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2806, pruned_loss=0.05004, over 658421.45 frames. utt_duration=1374 frames, utt_pad_proportion=0.02229, over 1918.52 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.27, pruned_loss=0.04903, over 2308048.27 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06989, over 18654.02 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 15:46:38,534 INFO [train.py:927] (7/8) Epoch 16, batch 650, libri_loss[loss=0.2138, simple_loss=0.2976, pruned_loss=0.06499, over 12477.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03237, over 46.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2767, pruned_loss=0.05105, over 2378897.79 frames. utt_duration=531 frames, utt_pad_proportion=0.06521, over 17969.36 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2805, pruned_loss=0.04991, over 703146.62 frames. utt_duration=1375 frames, utt_pad_proportion=0.02179, over 2047.44 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2751, pruned_loss=0.05068, over 2341785.12 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06704, over 18848.94 utterances.], batch size: 46, lr: 2.51e-04
2022-08-30 15:48:23,061 INFO [train.py:927] (7/8) Epoch 16, batch 700, giga_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.05604, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2809, pruned_loss=0.05379, over 2400255.10 frames. utt_duration=550 frames, utt_pad_proportion=0.06342, over 17505.33 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2795, pruned_loss=0.0495, over 737999.79 frames. utt_duration=1365 frames, utt_pad_proportion=0.02444, over 2165.35 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2799, pruned_loss=0.05371, over 2369573.72 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06505, over 18382.54 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 15:50:06,390 INFO [train.py:927] (7/8) Epoch 16, batch 750, giga_loss[loss=0.2279, simple_loss=0.3035, pruned_loss=0.07617, over 12328.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 370.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2867, pruned_loss=0.05648, over 2416635.41 frames. utt_duration=532.3 frames, utt_pad_proportion=0.0674, over 18210.92 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2792, pruned_loss=0.04941, over 746745.79 frames. utt_duration=1368 frames, utt_pad_proportion=0.02418, over 2186.52 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2861, pruned_loss=0.05651, over 2392285.50 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06858, over 18952.84 utterances.], batch size: 370, lr: 2.51e-04
2022-08-30 15:51:46,013 INFO [train.py:927] (7/8) Epoch 16, batch 800, libri_loss[loss=0.1846, simple_loss=0.2766, pruned_loss=0.04626, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006048, over 33.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2897, pruned_loss=0.05683, over 2428124.98 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06541, over 17748.70 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2802, pruned_loss=0.04975, over 797522.94 frames. utt_duration=1355 frames, utt_pad_proportion=0.02511, over 2357.49 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2892, pruned_loss=0.05697, over 2407609.89 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06682, over 18629.64 utterances.], batch size: 33, lr: 2.51e-04
2022-08-30 15:53:30,281 INFO [train.py:927] (7/8) Epoch 16, batch 850, giga_loss[loss=0.2139, simple_loss=0.2889, pruned_loss=0.06943, over 12393.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2899, pruned_loss=0.05587, over 2438208.72 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0649, over 17723.10 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.28, pruned_loss=0.04944, over 831069.50 frames. utt_duration=1356 frames, utt_pad_proportion=0.02432, over 2454.69 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05618, over 2420952.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06641, over 18608.36 utterances.], batch size: 258, lr: 2.51e-04
2022-08-30 15:55:10,929 INFO [train.py:927] (7/8) Epoch 16, batch 900, giga_loss[loss=0.1936, simple_loss=0.2796, pruned_loss=0.05379, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02785, over 45.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2894, pruned_loss=0.0547, over 2446119.75 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06084, over 16953.47 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.0497, over 887682.35 frames. utt_duration=1358 frames, utt_pad_proportion=0.023, over 2617.29 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2894, pruned_loss=0.05504, over 2431274.14 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06295, over 17984.47 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 15:56:55,489 INFO [train.py:927] (7/8) Epoch 16, batch 950, giga_loss[loss=0.2217, simple_loss=0.3046, pruned_loss=0.06939, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.0574, over 2452442.27 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06114, over 16790.90 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2814, pruned_loss=0.04991, over 942427.04 frames. utt_duration=1357 frames, utt_pad_proportion=0.02285, over 2781.57 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05781, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 2.51e-04
2022-08-30 15:58:36,219 INFO [train.py:927] (7/8) Epoch 16, batch 1000, giga_loss[loss=0.1877, simple_loss=0.2813, pruned_loss=0.04702, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2926, pruned_loss=0.0587, over 2456588.24 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0629, over 16923.62 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05047, over 972729.27 frames. utt_duration=1307 frames, utt_pad_proportion=0.03709, over 2979.51 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2924, pruned_loss=0.05898, over 2446172.70 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06286, over 17890.20 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 16:00:16,701 INFO [train.py:927] (7/8) Epoch 16, batch 1050, giga_loss[loss=0.1795, simple_loss=0.2771, pruned_loss=0.04093, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05846, over 2460045.86 frames. utt_duration=613.6 frames, utt_pad_proportion=0.0575, over 16075.38 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05088, over 1017223.94 frames. utt_duration=1316 frames, utt_pad_proportion=0.03522, over 3095.72 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2913, pruned_loss=0.05875, over 2451254.79 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05831, over 17102.95 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 16:02:02,082 INFO [train.py:927] (7/8) Epoch 16, batch 1100, giga_loss[loss=0.1942, simple_loss=0.2746, pruned_loss=0.05689, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2899, pruned_loss=0.05809, over 2462960.16 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05717, over 16265.15 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.05024, over 1060402.09 frames. utt_duration=1323 frames, utt_pad_proportion=0.03449, over 3210.15 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2907, pruned_loss=0.05876, over 2455554.99 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05817, over 17320.18 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:03:45,699 INFO [train.py:927] (7/8) Epoch 16, batch 1150, giga_loss[loss=0.1957, simple_loss=0.2747, pruned_loss=0.05832, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05972, over 182.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05698, over 2466321.10 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05534, over 16729.02 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2803, pruned_loss=0.05002, over 1095381.05 frames. utt_duration=1330 frames, utt_pad_proportion=0.03352, over 3299.12 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2881, pruned_loss=0.05775, over 2460214.50 frames. utt_duration=555 frames, utt_pad_proportion=0.05655, over 17778.45 utterances.], batch size: 182, lr: 2.51e-04
2022-08-30 16:05:27,445 INFO [train.py:927] (7/8) Epoch 16, batch 1200, giga_loss[loss=0.1774, simple_loss=0.2663, pruned_loss=0.04423, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04162, over 31.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2838, pruned_loss=0.05598, over 2468566.22 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05961, over 18038.06 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2801, pruned_loss=0.04992, over 1109101.48 frames. utt_duration=1331 frames, utt_pad_proportion=0.03338, over 3336.00 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2848, pruned_loss=0.05669, over 2463741.40 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06044, over 18966.64 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 16:07:09,202 INFO [train.py:927] (7/8) Epoch 16, batch 1250, giga_loss[loss=0.1709, simple_loss=0.2667, pruned_loss=0.03759, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2837, pruned_loss=0.05584, over 2469401.63 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06174, over 17787.55 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2803, pruned_loss=0.04994, over 1142680.78 frames. utt_duration=1335 frames, utt_pad_proportion=0.03208, over 3428.61 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2845, pruned_loss=0.05653, over 2465618.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06273, over 18768.49 utterances.], batch size: 97, lr: 2.51e-04
2022-08-30 16:08:49,105 INFO [train.py:927] (7/8) Epoch 16, batch 1300, giga_loss[loss=0.1773, simple_loss=0.2597, pruned_loss=0.04744, over 12369.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02604, over 66.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2805, pruned_loss=0.05444, over 2469080.81 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05701, over 16865.88 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2802, pruned_loss=0.04983, over 1187767.29 frames. utt_duration=1340 frames, utt_pad_proportion=0.03056, over 3549.63 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2813, pruned_loss=0.0552, over 2466650.94 frames. utt_duration=549.8 frames, utt_pad_proportion=0.0587, over 17993.72 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 16:10:30,341 INFO [train.py:927] (7/8) Epoch 16, batch 1350, giga_loss[loss=0.1669, simple_loss=0.2544, pruned_loss=0.0397, over 12347.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2787, pruned_loss=0.05442, over 2470062.65 frames. utt_duration=593.6 frames, utt_pad_proportion=0.0574, over 16687.13 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.28, pruned_loss=0.05025, over 1237994.68 frames. utt_duration=1324 frames, utt_pad_proportion=0.03789, over 3745.64 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2793, pruned_loss=0.055, over 2468194.35 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05766, over 17892.27 utterances.], batch size: 70, lr: 2.51e-04
2022-08-30 16:12:11,633 INFO [train.py:927] (7/8) Epoch 16, batch 1400, giga_loss[loss=0.1784, simple_loss=0.2543, pruned_loss=0.05129, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2758, pruned_loss=0.05327, over 2471037.85 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05757, over 16206.43 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.28, pruned_loss=0.05016, over 1262435.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.046, over 3893.83 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2762, pruned_loss=0.05384, over 2469590.64 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05636, over 17259.47 utterances.], batch size: 40, lr: 2.51e-04
2022-08-30 16:13:55,391 INFO [train.py:927] (7/8) Epoch 16, batch 1450, giga_loss[loss=0.1655, simple_loss=0.2519, pruned_loss=0.03958, over 12453.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03086, over 75.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2726, pruned_loss=0.05184, over 2471834.27 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05439, over 16114.42 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2801, pruned_loss=0.05, over 1280656.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.04566, over 3955.20 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2728, pruned_loss=0.05239, over 2470526.60 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05371, over 17059.12 utterances.], batch size: 75, lr: 2.51e-04
2022-08-30 16:15:39,007 INFO [train.py:927] (7/8) Epoch 16, batch 1500, giga_loss[loss=0.1767, simple_loss=0.2623, pruned_loss=0.04556, over 12310.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03297, over 28.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2701, pruned_loss=0.05116, over 2471359.16 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05379, over 15585.36 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2792, pruned_loss=0.04957, over 1304430.54 frames. utt_duration=1304 frames, utt_pad_proportion=0.04445, over 4005.63 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2706, pruned_loss=0.05183, over 2470206.85 frames. utt_duration=600 frames, utt_pad_proportion=0.0536, over 16508.55 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:17:22,855 INFO [train.py:927] (7/8) Epoch 16, batch 1550, giga_loss[loss=0.1892, simple_loss=0.2757, pruned_loss=0.05135, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03099, over 43.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2701, pruned_loss=0.05153, over 2472445.45 frames. utt_duration=652.3 frames, utt_pad_proportion=0.0505, over 15196.97 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2787, pruned_loss=0.04957, over 1327664.08 frames. utt_duration=1308 frames, utt_pad_proportion=0.04326, over 4064.03 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2706, pruned_loss=0.0521, over 2471469.78 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05084, over 16074.36 utterances.], batch size: 43, lr: 2.51e-04
2022-08-30 16:19:06,514 INFO [train.py:927] (7/8) Epoch 16, batch 1600, libri_loss[loss=0.1851, simple_loss=0.2722, pruned_loss=0.04896, over 12276.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007171, over 32.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2742, pruned_loss=0.05347, over 2471962.84 frames. utt_duration=646.7 frames, utt_pad_proportion=0.05161, over 15325.90 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2785, pruned_loss=0.04954, over 1372051.48 frames. utt_duration=1315 frames, utt_pad_proportion=0.04165, over 4177.65 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2745, pruned_loss=0.05405, over 2471696.82 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05236, over 16340.87 utterances.], batch size: 32, lr: 2.51e-04
2022-08-30 16:20:48,917 INFO [train.py:927] (7/8) Epoch 16, batch 1650, giga_loss[loss=0.2353, simple_loss=0.323, pruned_loss=0.07377, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2792, pruned_loss=0.05566, over 2472526.40 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05967, over 16563.34 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2781, pruned_loss=0.04921, over 1415231.79 frames. utt_duration=1316 frames, utt_pad_proportion=0.04044, over 4308.12 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2795, pruned_loss=0.05651, over 2472400.59 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06038, over 17701.48 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 16:22:32,663 INFO [train.py:927] (7/8) Epoch 16, batch 1700, giga_loss[loss=0.1975, simple_loss=0.2934, pruned_loss=0.05084, over 12208.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03882, over 28.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2847, pruned_loss=0.05733, over 2472276.42 frames. utt_duration=596.3 frames, utt_pad_proportion=0.0563, over 16626.55 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2779, pruned_loss=0.04925, over 1441418.14 frames. utt_duration=1322 frames, utt_pad_proportion=0.03934, over 4367.74 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2851, pruned_loss=0.05813, over 2472162.65 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05745, over 17744.31 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:24:15,873 INFO [train.py:927] (7/8) Epoch 16, batch 1750, giga_loss[loss=0.191, simple_loss=0.2828, pruned_loss=0.04958, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03023, over 45.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2881, pruned_loss=0.05821, over 2472039.34 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06297, over 17408.06 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2778, pruned_loss=0.04926, over 1456266.55 frames. utt_duration=1326 frames, utt_pad_proportion=0.03862, over 4399.06 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2886, pruned_loss=0.05894, over 2472408.70 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06374, over 18428.39 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 16:25:58,350 INFO [train.py:927] (7/8) Epoch 16, batch 1800, giga_loss[loss=0.2065, simple_loss=0.2926, pruned_loss=0.06024, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2868, pruned_loss=0.05661, over 2471334.08 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06634, over 17277.53 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2771, pruned_loss=0.04889, over 1485682.16 frames. utt_duration=1334 frames, utt_pad_proportion=0.03771, over 4461.40 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2878, pruned_loss=0.05761, over 2472259.57 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06724, over 18388.36 utterances.], batch size: 48, lr: 2.51e-04
2022-08-30 16:27:43,310 INFO [train.py:927] (7/8) Epoch 16, batch 1850, giga_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07283, over 12355.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.288, pruned_loss=0.05721, over 2472148.45 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07528, over 18616.10 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2771, pruned_loss=0.04898, over 1490650.75 frames. utt_duration=1335 frames, utt_pad_proportion=0.03749, over 4470.09 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2888, pruned_loss=0.05798, over 2472840.84 frames. utt_duration=508 frames, utt_pad_proportion=0.07559, over 19528.34 utterances.], batch size: 366, lr: 2.51e-04
2022-08-30 16:29:27,677 INFO [train.py:927] (7/8) Epoch 16, batch 1900, giga_loss[loss=0.2076, simple_loss=0.2869, pruned_loss=0.06414, over 12475.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04533, over 34.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2907, pruned_loss=0.05929, over 2472716.60 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07483, over 18688.01 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2776, pruned_loss=0.04917, over 1505319.35 frames. utt_duration=1336 frames, utt_pad_proportion=0.03676, over 4511.84 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2913, pruned_loss=0.05991, over 2473230.18 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07545, over 19564.45 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:31:13,844 INFO [train.py:927] (7/8) Epoch 16, batch 1950, giga_loss[loss=0.2154, simple_loss=0.2916, pruned_loss=0.06962, over 12363.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04842, over 34.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2927, pruned_loss=0.06088, over 2473220.65 frames. utt_duration=530.6 frames, utt_pad_proportion=0.07229, over 18698.72 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2777, pruned_loss=0.04903, over 1528959.49 frames. utt_duration=1332 frames, utt_pad_proportion=0.03721, over 4598.33 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2934, pruned_loss=0.06166, over 2473891.64 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07312, over 19618.61 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:32:57,209 INFO [train.py:927] (7/8) Epoch 16, batch 2000, giga_loss[loss=0.2049, simple_loss=0.2967, pruned_loss=0.05654, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04089, over 133.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2939, pruned_loss=0.06165, over 2473047.33 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07017, over 18476.31 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2777, pruned_loss=0.04901, over 1547865.38 frames. utt_duration=1328 frames, utt_pad_proportion=0.03796, over 4669.08 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2947, pruned_loss=0.0625, over 2473444.96 frames. utt_duration=511.8 frames, utt_pad_proportion=0.071, over 19388.20 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 16:34:40,768 INFO [train.py:927] (7/8) Epoch 16, batch 2050, giga_loss[loss=0.2211, simple_loss=0.305, pruned_loss=0.06859, over 12335.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.03146, over 28.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2959, pruned_loss=0.06243, over 2472292.06 frames. utt_duration=548.6 frames, utt_pad_proportion=0.07011, over 18075.78 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.278, pruned_loss=0.04921, over 1574770.74 frames. utt_duration=1304 frames, utt_pad_proportion=0.04639, over 4837.08 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2968, pruned_loss=0.06332, over 2473035.77 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06918, over 19010.44 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:36:23,530 INFO [train.py:927] (7/8) Epoch 16, batch 2100, giga_loss[loss=0.1978, simple_loss=0.2751, pruned_loss=0.06026, over 12143.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04092, over 33.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2951, pruned_loss=0.0621, over 2472348.63 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0677, over 17464.08 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2777, pruned_loss=0.0491, over 1588179.92 frames. utt_duration=1308 frames, utt_pad_proportion=0.04568, over 4863.35 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2962, pruned_loss=0.06304, over 2472918.97 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06731, over 18349.48 utterances.], batch size: 33, lr: 2.51e-04
2022-08-30 16:38:05,764 INFO [train.py:927] (7/8) Epoch 16, batch 2150, giga_loss[loss=0.2268, simple_loss=0.3122, pruned_loss=0.07073, over 12253.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02867, over 54.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.295, pruned_loss=0.06226, over 2472735.81 frames. utt_duration=606.3 frames, utt_pad_proportion=0.06373, over 16354.39 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2779, pruned_loss=0.04911, over 1614345.70 frames. utt_duration=1288 frames, utt_pad_proportion=0.05093, over 5018.01 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06336, over 2473247.00 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06244, over 17244.47 utterances.], batch size: 54, lr: 2.51e-04
2022-08-30 16:39:48,785 INFO [train.py:927] (7/8) Epoch 16, batch 2200, libri_loss[loss=0.1983, simple_loss=0.2989, pruned_loss=0.04888, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006295, over 35.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06253, over 2471522.51 frames. utt_duration=616.6 frames, utt_pad_proportion=0.06374, over 16073.12 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2779, pruned_loss=0.04898, over 1626739.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.05008, over 5040.64 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06367, over 2472322.72 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06299, over 16910.52 utterances.], batch size: 35, lr: 2.51e-04
2022-08-30 16:41:32,097 INFO [train.py:927] (7/8) Epoch 16, batch 2250, giga_loss[loss=0.2019, simple_loss=0.297, pruned_loss=0.05346, over 12377.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0335, over 104.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2954, pruned_loss=0.06222, over 2471891.44 frames. utt_duration=603 frames, utt_pad_proportion=0.06242, over 16438.46 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2779, pruned_loss=0.04902, over 1639137.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.0492, over 5066.90 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2966, pruned_loss=0.06328, over 2472718.91 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06219, over 17225.88 utterances.], batch size: 104, lr: 2.51e-04
2022-08-30 16:43:16,579 INFO [train.py:927] (7/8) Epoch 16, batch 2300, giga_loss[loss=0.2188, simple_loss=0.2972, pruned_loss=0.07024, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07254, over 212.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2945, pruned_loss=0.06145, over 2472487.09 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05902, over 15854.97 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.278, pruned_loss=0.04902, over 1663936.44 frames. utt_duration=1299 frames, utt_pad_proportion=0.04758, over 5130.17 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06262, over 2473044.95 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05956, over 16719.62 utterances.], batch size: 212, lr: 2.51e-04
2022-08-30 16:45:00,102 INFO [train.py:927] (7/8) Epoch 16, batch 2350, giga_loss[loss=0.1877, simple_loss=0.2702, pruned_loss=0.05266, over 12241.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.0524, over 26.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2922, pruned_loss=0.06041, over 2471751.82 frames. utt_duration=607 frames, utt_pad_proportion=0.06054, over 16327.61 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2782, pruned_loss=0.04901, over 1687554.38 frames. utt_duration=1304 frames, utt_pad_proportion=0.04638, over 5180.61 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2936, pruned_loss=0.06168, over 2472486.72 frames. utt_duration=574.3 frames, utt_pad_proportion=0.0613, over 17264.49 utterances.], batch size: 26, lr: 2.51e-04
2022-08-30 16:46:41,775 INFO [train.py:927] (7/8) Epoch 16, batch 2400, giga_loss[loss=0.1819, simple_loss=0.2722, pruned_loss=0.04579, over 12387.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2904, pruned_loss=0.06, over 2472410.23 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05973, over 15678.62 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2784, pruned_loss=0.04927, over 1714859.41 frames. utt_duration=1308 frames, utt_pad_proportion=0.04465, over 5248.22 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2918, pruned_loss=0.06121, over 2472772.68 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06107, over 16703.80 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 16:48:25,292 INFO [train.py:927] (7/8) Epoch 16, batch 2450, giga_loss[loss=0.2011, simple_loss=0.2842, pruned_loss=0.05901, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03925, over 113.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2877, pruned_loss=0.05908, over 2471968.59 frames. utt_duration=634.1 frames, utt_pad_proportion=0.06239, over 15631.42 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2791, pruned_loss=0.04956, over 1733562.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05469, over 5449.28 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2885, pruned_loss=0.0601, over 2472291.83 frames. utt_duration=600.4 frames, utt_pad_proportion=0.0608, over 16512.08 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 16:50:06,020 INFO [train.py:927] (7/8) Epoch 16, batch 2500, giga_loss[loss=0.1722, simple_loss=0.2655, pruned_loss=0.03948, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2844, pruned_loss=0.05764, over 2472520.64 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05814, over 15522.12 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2791, pruned_loss=0.04955, over 1755238.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.05291, over 5499.20 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2853, pruned_loss=0.0587, over 2472964.66 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05768, over 16459.83 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 16:51:49,778 INFO [train.py:927] (7/8) Epoch 16, batch 2550, giga_loss[loss=0.1936, simple_loss=0.2918, pruned_loss=0.04771, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2833, pruned_loss=0.05696, over 2472337.79 frames. utt_duration=633.7 frames, utt_pad_proportion=0.05669, over 15643.75 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2796, pruned_loss=0.04992, over 1786772.83 frames. utt_duration=1280 frames, utt_pad_proportion=0.05102, over 5590.58 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.284, pruned_loss=0.05789, over 2472827.11 frames. utt_duration=593 frames, utt_pad_proportion=0.05701, over 16722.28 utterances.], batch size: 133, lr: 2.50e-04
2022-08-30 16:53:33,491 INFO [train.py:927] (7/8) Epoch 16, batch 2600, giga_loss[loss=0.2055, simple_loss=0.3015, pruned_loss=0.05476, over 12391.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02691, over 70.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2848, pruned_loss=0.0572, over 2473200.49 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05556, over 15913.75 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2801, pruned_loss=0.05016, over 1813988.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.0554, over 5750.36 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2851, pruned_loss=0.05806, over 2473382.12 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05477, over 16999.85 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 16:55:22,047 INFO [train.py:927] (7/8) Epoch 16, batch 2650, giga_loss[loss=0.2223, simple_loss=0.3127, pruned_loss=0.06594, over 12383.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2862, pruned_loss=0.05672, over 2473739.91 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05396, over 16625.15 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2805, pruned_loss=0.05008, over 1846076.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05311, over 5831.95 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2864, pruned_loss=0.05779, over 2474039.34 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05413, over 17932.21 utterances.], batch size: 183, lr: 2.50e-04
2022-08-30 16:57:03,353 INFO [train.py:927] (7/8) Epoch 16, batch 2700, libri_loss[loss=0.1925, simple_loss=0.2881, pruned_loss=0.04845, over 12380.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02601, over 43.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2862, pruned_loss=0.05565, over 2474413.82 frames. utt_duration=566 frames, utt_pad_proportion=0.0572, over 17532.65 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05033, over 1864741.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.05163, over 5881.53 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2858, pruned_loss=0.05651, over 2474613.53 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05762, over 18852.36 utterances.], batch size: 43, lr: 2.50e-04
2022-08-30 16:58:47,335 INFO [train.py:927] (7/8) Epoch 16, batch 2750, libri_loss[loss=0.2131, simple_loss=0.296, pruned_loss=0.0651, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006597, over 36.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2868, pruned_loss=0.05628, over 2474989.07 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05584, over 18066.86 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2814, pruned_loss=0.0504, over 1879813.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05047, over 5904.29 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2867, pruned_loss=0.05704, over 2475159.50 frames. utt_duration=512.4 frames, utt_pad_proportion=0.05662, over 19378.67 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 17:00:30,489 INFO [train.py:927] (7/8) Epoch 16, batch 2800, giga_loss[loss=0.199, simple_loss=0.2917, pruned_loss=0.05317, over 12459.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03552, over 86.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2881, pruned_loss=0.057, over 2474972.94 frames. utt_duration=541.2 frames, utt_pad_proportion=0.05517, over 18343.90 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2812, pruned_loss=0.05033, over 1882652.22 frames. utt_duration=1277 frames, utt_pad_proportion=0.05026, over 5903.77 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2882, pruned_loss=0.05767, over 2475235.26 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05588, over 19428.21 utterances.], batch size: 86, lr: 2.50e-04
2022-08-30 17:02:12,695 INFO [train.py:927] (7/8) Epoch 16, batch 2850, giga_loss[loss=0.1818, simple_loss=0.2732, pruned_loss=0.04514, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05004, over 34.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2885, pruned_loss=0.05686, over 2474543.22 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05534, over 17455.67 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2809, pruned_loss=0.0502, over 1896743.77 frames. utt_duration=1284 frames, utt_pad_proportion=0.04909, over 5917.12 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2889, pruned_loss=0.05761, over 2475239.52 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0563, over 18573.69 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 17:03:55,187 INFO [train.py:927] (7/8) Epoch 16, batch 2900, giga_loss[loss=0.2057, simple_loss=0.2881, pruned_loss=0.06164, over 12371.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04964, over 31.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2891, pruned_loss=0.05697, over 2474680.91 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05843, over 17300.60 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2814, pruned_loss=0.05058, over 1924848.55 frames. utt_duration=1285 frames, utt_pad_proportion=0.04789, over 5997.90 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2894, pruned_loss=0.0576, over 2475400.65 frames. utt_duration=531.6 frames, utt_pad_proportion=0.0596, over 18678.76 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 17:05:39,183 INFO [train.py:927] (7/8) Epoch 16, batch 2950, giga_loss[loss=0.21, simple_loss=0.2933, pruned_loss=0.06336, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.0275, over 51.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2892, pruned_loss=0.05713, over 2474233.57 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05955, over 17185.94 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05084, over 1935730.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05369, over 6131.41 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2892, pruned_loss=0.05756, over 2474825.91 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05894, over 18366.47 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:07:19,882 INFO [train.py:927] (7/8) Epoch 16, batch 3000, giga_loss[loss=0.1787, simple_loss=0.2638, pruned_loss=0.04675, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03108, over 51.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2862, pruned_loss=0.05604, over 2474179.72 frames. utt_duration=609 frames, utt_pad_proportion=0.05566, over 16291.84 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2818, pruned_loss=0.0509, over 1943796.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05298, over 6134.42 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2865, pruned_loss=0.05642, over 2474619.39 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05563, over 17373.90 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:07:19,883 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 17:07:35,146 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1796, simple_loss=0.289, pruned_loss=0.03516, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 17:09:14,801 INFO [train.py:927] (7/8) Epoch 16, batch 3050, giga_loss[loss=0.2041, simple_loss=0.2959, pruned_loss=0.05615, over 12291.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02377, over 54.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2864, pruned_loss=0.0557, over 2474269.45 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05389, over 16417.11 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2819, pruned_loss=0.05105, over 1949175.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05851, over 6222.63 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2865, pruned_loss=0.05596, over 2474540.72 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05241, over 17285.48 utterances.], batch size: 54, lr: 2.50e-04
2022-08-30 17:10:55,014 INFO [train.py:927] (7/8) Epoch 16, batch 3100, giga_loss[loss=0.1981, simple_loss=0.2665, pruned_loss=0.06486, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 40.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2881, pruned_loss=0.05644, over 2474596.18 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05718, over 17393.09 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.282, pruned_loss=0.05105, over 1951795.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.05822, over 6232.52 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2881, pruned_loss=0.05666, over 2474812.80 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05603, over 18108.36 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 17:12:37,616 INFO [train.py:927] (7/8) Epoch 16, batch 3150, giga_loss[loss=0.1844, simple_loss=0.2686, pruned_loss=0.05013, over 12435.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03564, over 98.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2867, pruned_loss=0.05651, over 2474868.21 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05405, over 16970.85 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05115, over 1964724.44 frames. utt_duration=1256 frames, utt_pad_proportion=0.05694, over 6262.33 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2866, pruned_loss=0.05673, over 2475064.04 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05361, over 17754.24 utterances.], batch size: 98, lr: 2.50e-04
2022-08-30 17:14:19,186 INFO [train.py:927] (7/8) Epoch 16, batch 3200, giga_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05818, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04007, over 113.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.285, pruned_loss=0.05601, over 2474442.33 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05263, over 16842.26 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.05121, over 1977140.51 frames. utt_duration=1260 frames, utt_pad_proportion=0.05559, over 6281.67 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2847, pruned_loss=0.05625, over 2474758.94 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05272, over 17679.42 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 17:15:59,025 INFO [train.py:927] (7/8) Epoch 16, batch 3250, giga_loss[loss=0.1478, simple_loss=0.23, pruned_loss=0.0328, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04008, over 26.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2819, pruned_loss=0.05472, over 2474061.15 frames. utt_duration=600.6 frames, utt_pad_proportion=0.04994, over 16519.34 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.05125, over 1991297.87 frames. utt_duration=1268 frames, utt_pad_proportion=0.05409, over 6291.11 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2818, pruned_loss=0.055, over 2474819.71 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05058, over 17446.95 utterances.], batch size: 26, lr: 2.50e-04
2022-08-30 17:17:37,974 INFO [train.py:927] (7/8) Epoch 16, batch 3300, giga_loss[loss=0.194, simple_loss=0.2747, pruned_loss=0.05668, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2783, pruned_loss=0.05376, over 2473616.08 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05051, over 16120.47 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2825, pruned_loss=0.05119, over 2002976.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05314, over 6299.80 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2783, pruned_loss=0.0541, over 2474443.47 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05126, over 17076.99 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 17:19:17,801 INFO [train.py:927] (7/8) Epoch 16, batch 3350, giga_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.06839, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2794, pruned_loss=0.05415, over 2474136.49 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05523, over 16715.73 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05127, over 2016858.98 frames. utt_duration=1263 frames, utt_pad_proportion=0.05718, over 6393.09 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2792, pruned_loss=0.05443, over 2474859.80 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05433, over 17675.08 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 17:21:05,100 INFO [train.py:927] (7/8) Epoch 16, batch 3400, libri_loss[loss=0.1849, simple_loss=0.2741, pruned_loss=0.04786, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005139, over 33.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2811, pruned_loss=0.05467, over 2473242.63 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05562, over 16466.51 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05124, over 2034397.01 frames. utt_duration=1267 frames, utt_pad_proportion=0.05642, over 6428.83 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2809, pruned_loss=0.05501, over 2474202.58 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05511, over 17573.40 utterances.], batch size: 33, lr: 2.50e-04
2022-08-30 17:22:45,980 INFO [train.py:927] (7/8) Epoch 16, batch 3450, giga_loss[loss=0.1968, simple_loss=0.2736, pruned_loss=0.05999, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02989, over 45.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2841, pruned_loss=0.0561, over 2473017.31 frames. utt_duration=600 frames, utt_pad_proportion=0.05387, over 16528.36 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05123, over 2042757.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.05571, over 6452.21 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2841, pruned_loss=0.05647, over 2474086.50 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05379, over 17566.43 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 17:24:32,926 INFO [train.py:927] (7/8) Epoch 16, batch 3500, giga_loss[loss=0.2254, simple_loss=0.3112, pruned_loss=0.06979, over 12366.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04297, over 133.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06027, over 2473291.45 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06254, over 18063.20 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05117, over 2044667.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05547, over 6451.94 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.29, pruned_loss=0.06062, over 2474338.87 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06216, over 18919.92 utterances.], batch size: 133, lr: 2.50e-04
2022-08-30 17:26:15,193 INFO [train.py:927] (7/8) Epoch 16, batch 3550, giga_loss[loss=0.204, simple_loss=0.2913, pruned_loss=0.05834, over 12328.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03169, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06368, over 2473937.17 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06315, over 18344.48 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2829, pruned_loss=0.05146, over 2055061.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05419, over 6473.40 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2958, pruned_loss=0.06399, over 2474994.70 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06327, over 19272.60 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:27:59,650 INFO [train.py:927] (7/8) Epoch 16, batch 3600, giga_loss[loss=0.2214, simple_loss=0.3007, pruned_loss=0.07108, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03189, over 42.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3024, pruned_loss=0.06823, over 2474052.39 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07022, over 19114.24 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.05157, over 2061371.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05342, over 6485.23 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06861, over 2474847.15 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07037, over 20013.11 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 17:29:44,952 INFO [train.py:927] (7/8) Epoch 16, batch 3650, giga_loss[loss=0.2807, simple_loss=0.3492, pruned_loss=0.1061, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3072, pruned_loss=0.07156, over 2474084.65 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07249, over 20067.95 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.05147, over 2065497.27 frames. utt_duration=1277 frames, utt_pad_proportion=0.05319, over 6476.41 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3072, pruned_loss=0.07209, over 2474694.61 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07262, over 20901.16 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 17:31:29,268 INFO [train.py:927] (7/8) Epoch 16, batch 3700, giga_loss[loss=0.3375, simple_loss=0.3874, pruned_loss=0.1438, over 12367.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3116, pruned_loss=0.07595, over 2473977.30 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07727, over 21181.53 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.0514, over 2075449.15 frames. utt_duration=1282 frames, utt_pad_proportion=0.05227, over 6485.24 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3123, pruned_loss=0.07689, over 2474599.61 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07751, over 22136.68 utterances.], batch size: 259, lr: 2.50e-04
2022-08-30 17:33:18,932 INFO [train.py:927] (7/8) Epoch 16, batch 3750, libri_loss[loss=0.1644, simple_loss=0.255, pruned_loss=0.0369, over 12416.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006555, over 30.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3159, pruned_loss=0.07937, over 2474501.26 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07739, over 21626.00 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.0513, over 2085377.75 frames. utt_duration=1270 frames, utt_pad_proportion=0.05645, over 6573.73 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3172, pruned_loss=0.08083, over 2474957.38 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07676, over 22655.00 utterances.], batch size: 30, lr: 2.50e-04
2022-08-30 17:35:03,354 INFO [train.py:927] (7/8) Epoch 16, batch 3800, giga_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05703, over 12251.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02675, over 54.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07965, over 2473385.37 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07611, over 21104.32 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05128, over 2096365.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.05496, over 6576.35 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08161, over 2474256.01 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07623, over 22330.35 utterances.], batch size: 54, lr: 2.50e-04
2022-08-30 17:36:45,648 INFO [train.py:927] (7/8) Epoch 16, batch 3850, giga_loss[loss=0.2159, simple_loss=0.3096, pruned_loss=0.0611, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3154, pruned_loss=0.07975, over 2473822.75 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07512, over 21352.85 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2827, pruned_loss=0.0512, over 2103743.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.05407, over 6580.85 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08185, over 2474595.67 frames. utt_duration=440 frames, utt_pad_proportion=0.07562, over 22573.75 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 17:38:31,619 INFO [train.py:927] (7/8) Epoch 16, batch 3900, giga_loss[loss=0.2406, simple_loss=0.3206, pruned_loss=0.0803, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03303, over 85.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3183, pruned_loss=0.08157, over 2473588.55 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08105, over 22974.98 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.051, over 2110686.23 frames. utt_duration=1282 frames, utt_pad_proportion=0.05324, over 6593.29 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3207, pruned_loss=0.08394, over 2474570.37 frames. utt_duration=410 frames, utt_pad_proportion=0.08153, over 24231.09 utterances.], batch size: 85, lr: 2.50e-04
2022-08-30 17:40:19,351 INFO [train.py:927] (7/8) Epoch 16, batch 3950, giga_loss[loss=0.2085, simple_loss=0.29, pruned_loss=0.06348, over 12416.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3173, pruned_loss=0.08041, over 2474218.07 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08254, over 23666.78 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05075, over 2119560.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.05221, over 6588.45 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3204, pruned_loss=0.08319, over 2475102.53 frames. utt_duration=396.5 frames, utt_pad_proportion=0.08329, over 25060.19 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 17:42:04,014 INFO [train.py:927] (7/8) Epoch 16, batch 4000, giga_loss[loss=0.1996, simple_loss=0.2925, pruned_loss=0.0534, over 12328.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03528, over 62.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3144, pruned_loss=0.07768, over 2474346.80 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07941, over 22852.72 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05082, over 2122871.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.05175, over 6588.57 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.317, pruned_loss=0.08006, over 2475230.88 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08037, over 24096.80 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:43:46,305 INFO [train.py:927] (7/8) Epoch 16, batch 4050, libri_loss[loss=0.1759, simple_loss=0.2711, pruned_loss=0.04037, over 12239.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04064, over 27.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3124, pruned_loss=0.07627, over 2474648.86 frames. utt_duration=444.9 frames, utt_pad_proportion=0.08045, over 22321.98 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2824, pruned_loss=0.05061, over 2134703.50 frames. utt_duration=1299 frames, utt_pad_proportion=0.05054, over 6581.90 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3156, pruned_loss=0.0792, over 2475691.14 frames. utt_duration=416.8 frames, utt_pad_proportion=0.0817, over 23842.67 utterances.], batch size: 27, lr: 2.50e-04
2022-08-30 17:45:32,303 INFO [train.py:927] (7/8) Epoch 16, batch 4100, giga_loss[loss=0.24, simple_loss=0.318, pruned_loss=0.08097, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07495, over 2474619.40 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07622, over 21387.60 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2827, pruned_loss=0.05078, over 2148000.20 frames. utt_duration=1304 frames, utt_pad_proportion=0.04874, over 6595.27 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3146, pruned_loss=0.07809, over 2475551.12 frames. utt_duration=429 frames, utt_pad_proportion=0.0783, over 23158.03 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 17:47:23,440 INFO [train.py:927] (7/8) Epoch 16, batch 4150, giga_loss[loss=0.2034, simple_loss=0.2984, pruned_loss=0.05419, over 12358.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3114, pruned_loss=0.07357, over 2475094.80 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07763, over 21427.13 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05116, over 2162506.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.04688, over 6622.80 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3151, pruned_loss=0.07679, over 2475774.66 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08007, over 23464.67 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 17:49:07,530 INFO [train.py:927] (7/8) Epoch 16, batch 4200, giga_loss[loss=0.1916, simple_loss=0.2788, pruned_loss=0.05222, over 12387.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02948, over 58.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3113, pruned_loss=0.07268, over 2474852.25 frames. utt_duration=483 frames, utt_pad_proportion=0.07225, over 20556.04 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05115, over 2177641.80 frames. utt_duration=1315 frames, utt_pad_proportion=0.04509, over 6631.64 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3156, pruned_loss=0.07633, over 2475541.73 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07561, over 22874.18 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 17:50:53,506 INFO [train.py:927] (7/8) Epoch 16, batch 4250, giga_loss[loss=0.2596, simple_loss=0.3342, pruned_loss=0.09257, over 12421.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3106, pruned_loss=0.07253, over 2474810.23 frames. utt_duration=476 frames, utt_pad_proportion=0.06948, over 20861.92 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05139, over 2180256.81 frames. utt_duration=1318 frames, utt_pad_proportion=0.04479, over 6623.34 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3142, pruned_loss=0.07541, over 2475641.36 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07249, over 22806.84 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 17:52:41,140 INFO [train.py:927] (7/8) Epoch 16, batch 4300, giga_loss[loss=0.1844, simple_loss=0.269, pruned_loss=0.04985, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04385, over 31.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3087, pruned_loss=0.07236, over 2474528.91 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07639, over 21182.91 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05142, over 2185741.32 frames. utt_duration=1316 frames, utt_pad_proportion=0.04522, over 6652.53 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.312, pruned_loss=0.07501, over 2475525.36 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07831, over 22958.62 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 17:54:28,074 INFO [train.py:927] (7/8) Epoch 16, batch 4350, giga_loss[loss=0.2321, simple_loss=0.3167, pruned_loss=0.0738, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3088, pruned_loss=0.07167, over 2473811.41 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07638, over 21183.77 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05132, over 2188181.62 frames. utt_duration=1317 frames, utt_pad_proportion=0.04484, over 6651.01 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3118, pruned_loss=0.07401, over 2474983.55 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07809, over 22710.75 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 17:56:15,551 INFO [train.py:927] (7/8) Epoch 16, batch 4400, giga_loss[loss=0.2337, simple_loss=0.2999, pruned_loss=0.08369, over 12477.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03578, over 43.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3092, pruned_loss=0.07238, over 2473992.96 frames. utt_duration=458 frames, utt_pad_proportion=0.07878, over 21674.67 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05138, over 2191116.64 frames. utt_duration=1304 frames, utt_pad_proportion=0.04903, over 6729.10 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3116, pruned_loss=0.07434, over 2474839.60 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07916, over 22931.03 utterances.], batch size: 43, lr: 2.50e-04
2022-08-30 17:58:03,628 INFO [train.py:927] (7/8) Epoch 16, batch 4450, giga_loss[loss=0.1668, simple_loss=0.2497, pruned_loss=0.04192, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02998, over 36.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3075, pruned_loss=0.07178, over 2474788.47 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07594, over 21512.05 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05142, over 2193808.20 frames. utt_duration=1306 frames, utt_pad_proportion=0.04863, over 6724.82 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3096, pruned_loss=0.07347, over 2475573.23 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07655, over 22634.79 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 17:59:48,225 INFO [train.py:927] (7/8) Epoch 16, batch 4500, giga_loss[loss=0.1832, simple_loss=0.2612, pruned_loss=0.05256, over 12185.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03214, over 36.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3064, pruned_loss=0.072, over 2474943.54 frames. utt_duration=462 frames, utt_pad_proportion=0.07638, over 21497.13 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.05149, over 2199063.66 frames. utt_duration=1307 frames, utt_pad_proportion=0.04829, over 6736.08 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07366, over 2475848.75 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0771, over 22648.24 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 18:01:29,101 INFO [train.py:927] (7/8) Epoch 16, batch 4550, giga_loss[loss=0.2067, simple_loss=0.2922, pruned_loss=0.06061, over 12457.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04035, over 114.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3052, pruned_loss=0.07165, over 2474849.95 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07891, over 21326.27 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.0516, over 2208608.06 frames. utt_duration=1297 frames, utt_pad_proportion=0.05164, over 6817.83 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3071, pruned_loss=0.07353, over 2475547.86 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0787, over 22634.82 utterances.], batch size: 114, lr: 2.50e-04
2022-08-30 18:03:11,441 INFO [train.py:927] (7/8) Epoch 16, batch 4600, giga_loss[loss=0.2569, simple_loss=0.341, pruned_loss=0.08637, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04263, over 37.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.07165, over 2474933.38 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08267, over 21862.33 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2836, pruned_loss=0.05145, over 2213663.91 frames. utt_duration=1300 frames, utt_pad_proportion=0.05084, over 6819.55 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.0736, over 2475676.62 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08268, over 23157.58 utterances.], batch size: 37, lr: 2.50e-04
2022-08-30 18:05:01,110 INFO [train.py:927] (7/8) Epoch 16, batch 4650, giga_loss[loss=0.2417, simple_loss=0.3262, pruned_loss=0.07854, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05432, over 162.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3053, pruned_loss=0.07041, over 2474226.98 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07726, over 20513.70 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05156, over 2223698.79 frames. utt_duration=1296 frames, utt_pad_proportion=0.05008, over 6869.14 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07259, over 2475030.57 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.13 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 18:06:49,179 INFO [train.py:927] (7/8) Epoch 16, batch 4700, giga_loss[loss=0.2859, simple_loss=0.3411, pruned_loss=0.1153, over 12360.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3057, pruned_loss=0.07091, over 2474213.49 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07713, over 20740.52 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05165, over 2229751.46 frames. utt_duration=1299 frames, utt_pad_proportion=0.04897, over 6875.29 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3075, pruned_loss=0.07301, over 2475004.89 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07838, over 22263.48 utterances.], batch size: 372, lr: 2.50e-04
2022-08-30 18:08:34,225 INFO [train.py:927] (7/8) Epoch 16, batch 4750, giga_loss[loss=0.2164, simple_loss=0.287, pruned_loss=0.0729, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03158, over 39.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.308, pruned_loss=0.07336, over 2474311.46 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07471, over 20488.00 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05191, over 2235861.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.05354, over 6983.68 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07526, over 2474881.26 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07481, over 21903.86 utterances.], batch size: 39, lr: 2.50e-04
2022-08-30 18:10:22,019 INFO [train.py:927] (7/8) Epoch 16, batch 4800, giga_loss[loss=0.2446, simple_loss=0.3195, pruned_loss=0.08491, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06407, over 183.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.307, pruned_loss=0.07312, over 2473828.94 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07111, over 19914.37 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05203, over 2242600.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.05225, over 6989.06 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.0751, over 2474586.26 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07195, over 21390.41 utterances.], batch size: 183, lr: 2.50e-04
2022-08-30 18:12:05,352 INFO [train.py:927] (7/8) Epoch 16, batch 4850, giga_loss[loss=0.2326, simple_loss=0.3188, pruned_loss=0.0732, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02992, over 80.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07091, over 2473668.98 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06799, over 19203.33 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05193, over 2250371.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.05198, over 7001.30 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07319, over 2474434.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06915, over 20766.82 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 18:13:51,868 INFO [train.py:927] (7/8) Epoch 16, batch 4900, giga_loss[loss=0.2326, simple_loss=0.3066, pruned_loss=0.07931, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3042, pruned_loss=0.07003, over 2473549.22 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06724, over 19123.10 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2849, pruned_loss=0.05194, over 2256864.17 frames. utt_duration=1271 frames, utt_pad_proportion=0.05624, over 7113.07 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.07236, over 2474268.89 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06717, over 20608.12 utterances.], batch size: 85, lr: 2.50e-04
2022-08-30 18:15:39,952 INFO [train.py:927] (7/8) Epoch 16, batch 4950, giga_loss[loss=0.1974, simple_loss=0.2805, pruned_loss=0.05718, over 12302.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03552, over 51.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3033, pruned_loss=0.06995, over 2472691.55 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06542, over 18762.42 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05203, over 2262644.85 frames. utt_duration=1276 frames, utt_pad_proportion=0.05486, over 7101.88 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3054, pruned_loss=0.07224, over 2473833.16 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06601, over 20285.21 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 18:17:26,906 INFO [train.py:927] (7/8) Epoch 16, batch 5000, libri_loss[loss=0.1695, simple_loss=0.2598, pruned_loss=0.03963, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006262, over 32.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3064, pruned_loss=0.07211, over 2473039.72 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07237, over 20425.33 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05198, over 2265558.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05447, over 7108.23 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07427, over 2474168.21 frames. utt_duration=455 frames, utt_pad_proportion=0.07264, over 21821.97 utterances.], batch size: 32, lr: 2.50e-04
2022-08-30 18:19:16,516 INFO [train.py:927] (7/8) Epoch 16, batch 5050, libri_loss[loss=0.2168, simple_loss=0.3039, pruned_loss=0.0649, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3093, pruned_loss=0.0723, over 2474158.44 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06829, over 20607.81 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05205, over 2270428.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.05329, over 7109.48 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3113, pruned_loss=0.07438, over 2475296.95 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06919, over 22006.63 utterances.], batch size: 35, lr: 2.50e-04
2022-08-30 18:21:00,493 INFO [train.py:927] (7/8) Epoch 16, batch 5100, giga_loss[loss=0.2485, simple_loss=0.3309, pruned_loss=0.08301, over 12438.00 frames. utt_duration=712.5 frames, utt_pad_proportion=0.02263, over 70.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3111, pruned_loss=0.07345, over 2473467.98 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06325, over 19778.04 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2855, pruned_loss=0.05215, over 2274429.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.05242, over 7105.37 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3129, pruned_loss=0.07541, over 2474408.89 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06463, over 21129.99 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 18:22:47,980 INFO [train.py:927] (7/8) Epoch 16, batch 5150, giga_loss[loss=0.2227, simple_loss=0.3034, pruned_loss=0.071, over 12403.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03478, over 80.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3113, pruned_loss=0.07461, over 2473988.98 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06877, over 19977.99 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.286, pruned_loss=0.0524, over 2280408.36 frames. utt_duration=1266 frames, utt_pad_proportion=0.05667, over 7214.83 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07654, over 2474671.98 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06853, over 21302.96 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 18:24:33,223 INFO [train.py:927] (7/8) Epoch 16, batch 5200, libri_loss[loss=0.1541, simple_loss=0.237, pruned_loss=0.03557, over 12477.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008318, over 29.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3102, pruned_loss=0.07439, over 2474607.69 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07125, over 20111.03 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2861, pruned_loss=0.05245, over 2288113.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.05488, over 7211.31 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07674, over 2475082.95 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07162, over 21659.82 utterances.], batch size: 29, lr: 2.50e-04
2022-08-30 18:26:20,360 INFO [train.py:927] (7/8) Epoch 16, batch 5250, giga_loss[loss=0.2167, simple_loss=0.2988, pruned_loss=0.06727, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03277, over 105.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3094, pruned_loss=0.0743, over 2475034.08 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0685, over 19830.10 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05262, over 2293504.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05457, over 7244.53 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07663, over 2475535.21 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06925, over 21386.47 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:28:05,105 INFO [train.py:927] (7/8) Epoch 16, batch 5300, giga_loss[loss=0.1982, simple_loss=0.2836, pruned_loss=0.05637, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3081, pruned_loss=0.07422, over 2474660.86 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07202, over 20008.95 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.286, pruned_loss=0.05251, over 2299389.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05399, over 7254.22 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3108, pruned_loss=0.07686, over 2475399.47 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07272, over 21653.56 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 18:29:51,717 INFO [train.py:927] (7/8) Epoch 16, batch 5350, giga_loss[loss=0.2601, simple_loss=0.3434, pruned_loss=0.08843, over 12420.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3078, pruned_loss=0.07405, over 2475012.72 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0712, over 19829.90 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2863, pruned_loss=0.05259, over 2302116.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.05457, over 7299.10 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.07636, over 2475512.20 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07176, over 21256.11 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 18:31:38,643 INFO [train.py:927] (7/8) Epoch 16, batch 5400, giga_loss[loss=0.2186, simple_loss=0.3007, pruned_loss=0.06823, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03358, over 80.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3084, pruned_loss=0.07441, over 2474987.71 frames. utt_duration=487 frames, utt_pad_proportion=0.07457, over 20390.70 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2862, pruned_loss=0.05255, over 2304374.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.05393, over 7290.65 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3105, pruned_loss=0.07654, over 2475672.40 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0751, over 21701.35 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 18:33:24,206 INFO [train.py:927] (7/8) Epoch 16, batch 5450, giga_loss[loss=0.1978, simple_loss=0.3032, pruned_loss=0.04615, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3085, pruned_loss=0.07306, over 2475225.71 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07282, over 19850.54 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05242, over 2309177.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05282, over 7280.16 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3112, pruned_loss=0.07543, over 2475990.27 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07383, over 21242.12 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 18:35:09,728 INFO [train.py:927] (7/8) Epoch 16, batch 5500, giga_loss[loss=0.3017, simple_loss=0.3818, pruned_loss=0.1108, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3102, pruned_loss=0.07212, over 2474094.76 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06967, over 18971.93 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05231, over 2312372.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05202, over 7265.63 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3129, pruned_loss=0.07444, over 2474804.07 frames. utt_duration=489 frames, utt_pad_proportion=0.07108, over 20303.81 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 18:36:52,866 INFO [train.py:927] (7/8) Epoch 16, batch 5550, giga_loss[loss=0.2305, simple_loss=0.3119, pruned_loss=0.07459, over 12442.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03552, over 98.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3126, pruned_loss=0.07426, over 2474751.74 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06738, over 19163.20 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2857, pruned_loss=0.0523, over 2315332.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05608, over 7338.13 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3151, pruned_loss=0.07648, over 2475539.97 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06762, over 20364.55 utterances.], batch size: 98, lr: 2.50e-04
2022-08-30 18:38:36,249 INFO [train.py:927] (7/8) Epoch 16, batch 5600, giga_loss[loss=0.2193, simple_loss=0.3066, pruned_loss=0.06595, over 12403.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3127, pruned_loss=0.07447, over 2473902.38 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06882, over 19220.36 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.286, pruned_loss=0.05249, over 2320698.89 frames. utt_duration=1254 frames, utt_pad_proportion=0.05853, over 7411.95 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3152, pruned_loss=0.07677, over 2474627.58 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06818, over 20479.41 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 18:40:21,234 INFO [train.py:927] (7/8) Epoch 16, batch 5650, giga_loss[loss=0.2108, simple_loss=0.3049, pruned_loss=0.05834, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.23, simple_loss=0.313, pruned_loss=0.07348, over 2474058.81 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06543, over 19337.10 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.05239, over 2323561.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05847, over 7426.34 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3157, pruned_loss=0.07579, over 2474802.29 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06522, over 20546.08 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 18:42:06,123 INFO [train.py:927] (7/8) Epoch 16, batch 5700, giga_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07225, over 12347.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02619, over 66.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3127, pruned_loss=0.07227, over 2474422.56 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0651, over 18891.94 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2856, pruned_loss=0.05219, over 2328483.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05725, over 7401.72 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3158, pruned_loss=0.07491, over 2475280.75 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06547, over 20253.09 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 18:43:51,615 INFO [train.py:927] (7/8) Epoch 16, batch 5750, giga_loss[loss=0.22, simple_loss=0.2956, pruned_loss=0.07226, over 12307.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3125, pruned_loss=0.07359, over 2475085.42 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07336, over 20038.04 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2857, pruned_loss=0.05223, over 2329152.64 frames. utt_duration=1260 frames, utt_pad_proportion=0.05701, over 7400.71 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.315, pruned_loss=0.07571, over 2475815.41 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07333, over 21162.87 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 18:45:39,824 INFO [train.py:927] (7/8) Epoch 16, batch 5800, giga_loss[loss=0.2844, simple_loss=0.3524, pruned_loss=0.1082, over 12406.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3122, pruned_loss=0.07439, over 2475571.99 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07229, over 20820.45 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.286, pruned_loss=0.05236, over 2334117.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.06037, over 7499.94 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3148, pruned_loss=0.07669, over 2476227.47 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07142, over 22053.87 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 18:47:26,246 INFO [train.py:927] (7/8) Epoch 16, batch 5850, giga_loss[loss=0.2385, simple_loss=0.3196, pruned_loss=0.07875, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03058, over 91.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3114, pruned_loss=0.07523, over 2475222.45 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07406, over 20944.49 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.286, pruned_loss=0.05253, over 2336577.83 frames. utt_duration=1237 frames, utt_pad_proportion=0.06425, over 7562.68 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3139, pruned_loss=0.07729, over 2476061.71 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07214, over 22107.85 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 18:49:07,106 INFO [train.py:927] (7/8) Epoch 16, batch 5900, giga_loss[loss=0.1936, simple_loss=0.2827, pruned_loss=0.05227, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04034, over 37.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.07313, over 2475314.49 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07253, over 21105.60 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2856, pruned_loss=0.05224, over 2341242.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06244, over 7542.16 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3114, pruned_loss=0.07573, over 2476113.60 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07173, over 22472.39 utterances.], batch size: 37, lr: 2.49e-04
2022-08-30 18:50:51,119 INFO [train.py:927] (7/8) Epoch 16, batch 5950, giga_loss[loss=0.1942, simple_loss=0.292, pruned_loss=0.04819, over 12331.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03102, over 70.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3068, pruned_loss=0.07155, over 2475154.59 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07244, over 21574.28 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05239, over 2345562.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06598, over 7642.09 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07414, over 2476069.88 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07098, over 23020.80 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 18:52:41,876 INFO [train.py:927] (7/8) Epoch 16, batch 6000, giga_loss[loss=0.1979, simple_loss=0.2804, pruned_loss=0.0577, over 12359.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07032, over 2474101.42 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06984, over 20984.81 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2855, pruned_loss=0.05221, over 2348767.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06474, over 7622.28 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3069, pruned_loss=0.07292, over 2474834.42 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06922, over 22448.89 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 18:52:41,877 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 18:52:56,022 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1785, simple_loss=0.288, pruned_loss=0.03446, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 18:54:37,207 INFO [train.py:927] (7/8) Epoch 16, batch 6050, libri_loss[loss=0.1514, simple_loss=0.2427, pruned_loss=0.0301, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007429, over 31.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07042, over 2473987.20 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07415, over 21084.90 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05215, over 2352059.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.0633, over 7589.94 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3067, pruned_loss=0.07309, over 2475001.66 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0739, over 22663.45 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 18:56:17,816 INFO [train.py:927] (7/8) Epoch 16, batch 6100, giga_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05045, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02763, over 66.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3059, pruned_loss=0.07202, over 2473994.44 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07649, over 21188.54 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2857, pruned_loss=0.05234, over 2353954.39 frames. utt_duration=1237 frames, utt_pad_proportion=0.06345, over 7618.90 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07422, over 2474727.41 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07617, over 22589.53 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 18:57:59,385 INFO [train.py:927] (7/8) Epoch 16, batch 6150, giga_loss[loss=0.2226, simple_loss=0.306, pruned_loss=0.06964, over 12393.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3051, pruned_loss=0.07191, over 2473242.57 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0764, over 21009.40 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05208, over 2357362.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06204, over 7584.68 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.308, pruned_loss=0.07444, over 2473968.70 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07676, over 22542.25 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 18:59:44,105 INFO [train.py:927] (7/8) Epoch 16, batch 6200, giga_loss[loss=0.323, simple_loss=0.3634, pruned_loss=0.1413, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.07333, over 2473780.86 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07639, over 21536.87 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2854, pruned_loss=0.05211, over 2358484.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.0616, over 7589.80 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07548, over 2474367.43 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07684, over 22863.08 utterances.], batch size: 260, lr: 2.49e-04
2022-08-30 19:01:26,824 INFO [train.py:927] (7/8) Epoch 16, batch 6250, giga_loss[loss=0.2265, simple_loss=0.3132, pruned_loss=0.06991, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07395, over 2473043.27 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07561, over 21062.18 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05203, over 2361594.96 frames. utt_duration=1246 frames, utt_pad_proportion=0.06114, over 7590.34 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3107, pruned_loss=0.07633, over 2473760.63 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07631, over 22497.77 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:03:11,171 INFO [train.py:927] (7/8) Epoch 16, batch 6300, libri_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07008, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005872, over 33.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3069, pruned_loss=0.07195, over 2473049.83 frames. utt_duration=486 frames, utt_pad_proportion=0.07419, over 20414.04 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2845, pruned_loss=0.05176, over 2367386.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05952, over 7579.48 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3109, pruned_loss=0.07522, over 2473804.17 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07561, over 22275.83 utterances.], batch size: 33, lr: 2.49e-04
2022-08-30 19:04:55,350 INFO [train.py:927] (7/8) Epoch 16, batch 6350, giga_loss[loss=0.2545, simple_loss=0.3335, pruned_loss=0.0877, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04457, over 146.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07189, over 2473473.42 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07134, over 20497.62 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05169, over 2370056.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.05822, over 7553.54 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3103, pruned_loss=0.07511, over 2474499.39 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07324, over 22371.19 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 19:06:39,040 INFO [train.py:927] (7/8) Epoch 16, batch 6400, giga_loss[loss=0.2365, simple_loss=0.3087, pruned_loss=0.08212, over 12440.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04351, over 114.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.07239, over 2473494.86 frames. utt_duration=468 frames, utt_pad_proportion=0.07704, over 21209.72 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05178, over 2371614.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.06237, over 7631.40 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3093, pruned_loss=0.07513, over 2474294.48 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07713, over 22798.27 utterances.], batch size: 114, lr: 2.49e-04
2022-08-30 19:08:23,253 INFO [train.py:927] (7/8) Epoch 16, batch 6450, giga_loss[loss=0.2191, simple_loss=0.3107, pruned_loss=0.06377, over 12363.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04079, over 113.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07373, over 2473410.64 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0805, over 22039.15 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05175, over 2372304.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.06192, over 7617.13 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3094, pruned_loss=0.07609, over 2474324.79 frames. utt_duration=424 frames, utt_pad_proportion=0.08056, over 23425.71 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:10:06,410 INFO [train.py:927] (7/8) Epoch 16, batch 6500, giga_loss[loss=0.2609, simple_loss=0.317, pruned_loss=0.1024, over 12397.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3068, pruned_loss=0.07427, over 2472815.52 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08312, over 22192.01 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.0518, over 2373955.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.06096, over 7608.90 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3093, pruned_loss=0.07648, over 2473862.56 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0834, over 23551.75 utterances.], batch size: 258, lr: 2.49e-04
2022-08-30 19:11:48,360 INFO [train.py:927] (7/8) Epoch 16, batch 6550, libri_loss[loss=0.2215, simple_loss=0.2999, pruned_loss=0.07157, over 12235.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005602, over 34.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3074, pruned_loss=0.07467, over 2473157.22 frames. utt_duration=454.5 frames, utt_pad_proportion=0.0796, over 21837.13 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05173, over 2376914.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05984, over 7577.87 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3103, pruned_loss=0.07715, over 2474004.97 frames. utt_duration=425 frames, utt_pad_proportion=0.08053, over 23365.93 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 19:13:30,930 INFO [train.py:927] (7/8) Epoch 16, batch 6600, libri_loss[loss=0.2491, simple_loss=0.3222, pruned_loss=0.08801, over 12446.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006679, over 35.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3085, pruned_loss=0.0758, over 2473583.77 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07717, over 22006.59 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2845, pruned_loss=0.05197, over 2379034.13 frames. utt_duration=1245 frames, utt_pad_proportion=0.06379, over 7655.35 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3111, pruned_loss=0.07809, over 2474500.98 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07714, over 23489.72 utterances.], batch size: 35, lr: 2.49e-04
2022-08-30 19:15:22,893 INFO [train.py:927] (7/8) Epoch 16, batch 6650, giga_loss[loss=0.2299, simple_loss=0.3133, pruned_loss=0.07331, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3084, pruned_loss=0.07582, over 2474173.19 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08069, over 22177.04 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05208, over 2381889.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.0669, over 7716.34 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3111, pruned_loss=0.07817, over 2474862.91 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07979, over 23687.61 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:17:05,565 INFO [train.py:927] (7/8) Epoch 16, batch 6700, giga_loss[loss=0.2589, simple_loss=0.3317, pruned_loss=0.09308, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07567, over 2474896.20 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07757, over 21582.39 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2847, pruned_loss=0.05207, over 2385404.21 frames. utt_duration=1239 frames, utt_pad_proportion=0.06485, over 7710.94 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3117, pruned_loss=0.07843, over 2475562.30 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07784, over 23330.77 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:18:47,605 INFO [train.py:927] (7/8) Epoch 16, batch 6750, giga_loss[loss=0.2067, simple_loss=0.2984, pruned_loss=0.05754, over 12349.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.0753, over 2475559.24 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07331, over 20840.55 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0519, over 2388145.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06348, over 7701.56 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3118, pruned_loss=0.07831, over 2476027.19 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07435, over 22617.30 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:20:29,873 INFO [train.py:927] (7/8) Epoch 16, batch 6800, giga_loss[loss=0.2183, simple_loss=0.3054, pruned_loss=0.06564, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3102, pruned_loss=0.07558, over 2475020.80 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07149, over 20841.11 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05191, over 2389266.30 frames. utt_duration=1244 frames, utt_pad_proportion=0.06298, over 7690.06 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07829, over 2475550.76 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07262, over 22438.25 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 19:22:13,563 INFO [train.py:927] (7/8) Epoch 16, batch 6850, giga_loss[loss=0.2296, simple_loss=0.3058, pruned_loss=0.07675, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.07493, over 2475218.85 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06935, over 20582.94 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05187, over 2390610.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.06222, over 7681.75 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07743, over 2475567.22 frames. utt_duration=451 frames, utt_pad_proportion=0.07065, over 22030.32 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:23:55,038 INFO [train.py:927] (7/8) Epoch 16, batch 6900, giga_loss[loss=0.2179, simple_loss=0.3067, pruned_loss=0.06449, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.07496, over 2474908.61 frames. utt_duration=479 frames, utt_pad_proportion=0.0671, over 20732.77 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05193, over 2392016.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.06196, over 7698.74 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3122, pruned_loss=0.07732, over 2475446.61 frames. utt_duration=449.4 frames, utt_pad_proportion=0.06842, over 22105.43 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 19:25:39,379 INFO [train.py:927] (7/8) Epoch 16, batch 6950, giga_loss[loss=0.2035, simple_loss=0.2889, pruned_loss=0.05903, over 12469.00 frames. utt_duration=960.6 frames, utt_pad_proportion=0.03752, over 52.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.311, pruned_loss=0.07624, over 2475060.93 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06954, over 21237.00 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05192, over 2393512.97 frames. utt_duration=1245 frames, utt_pad_proportion=0.06157, over 7699.37 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3133, pruned_loss=0.07842, over 2475257.69 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07057, over 22494.81 utterances.], batch size: 52, lr: 2.49e-04
2022-08-30 19:27:25,532 INFO [train.py:927] (7/8) Epoch 16, batch 7000, giga_loss[loss=0.2104, simple_loss=0.2961, pruned_loss=0.06237, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.311, pruned_loss=0.07622, over 2475505.73 frames. utt_duration=469 frames, utt_pad_proportion=0.07161, over 21177.31 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.285, pruned_loss=0.05201, over 2395265.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.06057, over 7691.48 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.0783, over 2475556.92 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07267, over 22422.52 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 19:29:09,214 INFO [train.py:927] (7/8) Epoch 16, batch 7050, giga_loss[loss=0.1887, simple_loss=0.2698, pruned_loss=0.05385, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02853, over 36.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3127, pruned_loss=0.07769, over 2475257.25 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07849, over 22207.36 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05195, over 2397057.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.05966, over 7684.65 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.07986, over 2475120.95 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07932, over 23455.58 utterances.], batch size: 36, lr: 2.49e-04
2022-08-30 19:30:54,041 INFO [train.py:927] (7/8) Epoch 16, batch 7100, giga_loss[loss=0.3054, simple_loss=0.357, pruned_loss=0.1269, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3131, pruned_loss=0.07795, over 2475104.56 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07538, over 22612.18 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05185, over 2398336.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05878, over 7659.19 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3154, pruned_loss=0.0802, over 2475241.49 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07652, over 23889.68 utterances.], batch size: 259, lr: 2.49e-04
2022-08-30 19:32:38,199 INFO [train.py:927] (7/8) Epoch 16, batch 7150, libri_loss[loss=0.1607, simple_loss=0.2489, pruned_loss=0.0362, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006963, over 31.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07631, over 2474225.74 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07653, over 21895.14 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2847, pruned_loss=0.05187, over 2399725.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05775, over 7638.85 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3139, pruned_loss=0.07868, over 2474814.14 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07783, over 23275.09 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:34:21,757 INFO [train.py:927] (7/8) Epoch 16, batch 7200, giga_loss[loss=0.2399, simple_loss=0.3087, pruned_loss=0.08551, over 12341.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2028, over 368.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3096, pruned_loss=0.07549, over 2473974.70 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07513, over 21176.61 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05174, over 2400689.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05685, over 7619.23 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3122, pruned_loss=0.07788, over 2474875.18 frames. utt_duration=441 frames, utt_pad_proportion=0.0766, over 22524.10 utterances.], batch size: 368, lr: 2.49e-04
2022-08-30 19:36:06,121 INFO [train.py:927] (7/8) Epoch 16, batch 7250, giga_loss[loss=0.2603, simple_loss=0.3331, pruned_loss=0.09374, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3063, pruned_loss=0.0744, over 2474001.16 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07596, over 21660.25 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05163, over 2402515.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05558, over 7587.14 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3094, pruned_loss=0.07705, over 2475064.12 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07764, over 23163.11 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:37:53,739 INFO [train.py:927] (7/8) Epoch 16, batch 7300, giga_loss[loss=0.2455, simple_loss=0.3333, pruned_loss=0.07891, over 12352.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04166, over 113.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3046, pruned_loss=0.07429, over 2473390.83 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08106, over 22149.72 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2838, pruned_loss=0.05145, over 2404644.50 frames. utt_duration=1272 frames, utt_pad_proportion=0.05472, over 7570.93 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.308, pruned_loss=0.07726, over 2474518.24 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08247, over 23804.03 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:39:38,550 INFO [train.py:927] (7/8) Epoch 16, batch 7350, libri_loss[loss=0.1763, simple_loss=0.2669, pruned_loss=0.04285, over 12399.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005807, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3046, pruned_loss=0.07223, over 2474274.78 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07883, over 22980.32 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05147, over 2405873.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.05409, over 7557.43 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3076, pruned_loss=0.07487, over 2474985.49 frames. utt_duration=405.4 frames, utt_pad_proportion=0.08032, over 24511.05 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:41:21,735 INFO [train.py:927] (7/8) Epoch 16, batch 7400, giga_loss[loss=0.2179, simple_loss=0.2943, pruned_loss=0.07075, over 12383.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3024, pruned_loss=0.06862, over 2474536.99 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07258, over 22486.86 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05119, over 2408482.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05347, over 7553.54 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3061, pruned_loss=0.07179, over 2475498.49 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07462, over 24361.25 utterances.], batch size: 259, lr: 2.49e-04
2022-08-30 19:43:04,138 INFO [train.py:927] (7/8) Epoch 16, batch 7450, libri_loss[loss=0.2043, simple_loss=0.2966, pruned_loss=0.05598, over 12317.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.06425, over 51.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3001, pruned_loss=0.06558, over 2475174.36 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07222, over 22776.78 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05116, over 2410036.59 frames. utt_duration=1278 frames, utt_pad_proportion=0.05271, over 7552.91 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.0685, over 2476036.42 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07419, over 24621.42 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 19:44:46,104 INFO [train.py:927] (7/8) Epoch 16, batch 7500, giga_loss[loss=0.2267, simple_loss=0.3189, pruned_loss=0.06723, over 12400.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05707, over 162.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3, pruned_loss=0.06375, over 2475156.16 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07139, over 23070.41 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05111, over 2410561.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.05235, over 7550.35 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3028, pruned_loss=0.06621, over 2475961.32 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07314, over 24655.10 utterances.], batch size: 162, lr: 2.49e-04
2022-08-30 19:46:28,290 INFO [train.py:927] (7/8) Epoch 16, batch 7550, giga_loss[loss=0.2033, simple_loss=0.2877, pruned_loss=0.05952, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2985, pruned_loss=0.06221, over 2475362.89 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06853, over 23283.58 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05115, over 2411668.60 frames. utt_duration=1282 frames, utt_pad_proportion=0.05157, over 7535.44 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.301, pruned_loss=0.06434, over 2476176.90 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07037, over 24835.28 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 19:48:14,045 INFO [train.py:927] (7/8) Epoch 16, batch 7600, giga_loss[loss=0.2151, simple_loss=0.29, pruned_loss=0.07011, over 12385.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2976, pruned_loss=0.06111, over 2475671.10 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07211, over 24052.87 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.0514, over 2412709.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05583, over 7615.02 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06271, over 2476222.10 frames. utt_duration=391 frames, utt_pad_proportion=0.07232, over 25429.86 utterances.], batch size: 259, lr: 2.49e-04
2022-08-30 19:49:58,235 INFO [train.py:927] (7/8) Epoch 16, batch 7650, giga_loss[loss=0.1813, simple_loss=0.2853, pruned_loss=0.03871, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05982, over 2476330.18 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07176, over 24167.96 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2843, pruned_loss=0.05139, over 2413758.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05598, over 7637.54 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2977, pruned_loss=0.06122, over 2476675.27 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07199, over 25459.71 utterances.], batch size: 48, lr: 2.49e-04
2022-08-30 19:51:45,628 INFO [train.py:927] (7/8) Epoch 16, batch 7700, giga_loss[loss=0.1964, simple_loss=0.2878, pruned_loss=0.05249, over 12392.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05415, over 162.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05776, over 2476599.21 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06759, over 24242.78 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2843, pruned_loss=0.05144, over 2414535.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05532, over 7626.03 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05892, over 2477027.50 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06819, over 25495.35 utterances.], batch size: 162, lr: 2.49e-04
2022-08-30 19:53:29,041 INFO [train.py:927] (7/8) Epoch 16, batch 7750, libri_loss[loss=0.2086, simple_loss=0.2997, pruned_loss=0.0587, over 12414.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02168, over 43.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2909, pruned_loss=0.05714, over 2476755.39 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07042, over 24969.21 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05129, over 2415986.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.05453, over 7611.69 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2923, pruned_loss=0.05831, over 2476893.20 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07105, over 26298.46 utterances.], batch size: 43, lr: 2.49e-04
2022-08-30 19:55:25,993 INFO [train.py:927] (7/8) Epoch 16, batch 7800, giga_loss[loss=0.2105, simple_loss=0.2981, pruned_loss=0.06147, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02823, over 45.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05687, over 2476673.98 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07437, over 25321.88 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05133, over 2416931.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05374, over 7585.64 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05786, over 2477004.32 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07492, over 26695.03 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 19:57:29,549 INFO [train.py:927] (7/8) Epoch 16, batch 7850, giga_loss[loss=0.1671, simple_loss=0.2639, pruned_loss=0.03514, over 12295.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02538, over 54.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2913, pruned_loss=0.05619, over 2476353.78 frames. utt_duration=403.3 frames, utt_pad_proportion=0.0726, over 24646.41 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.0513, over 2418541.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.05237, over 7575.35 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05719, over 2477061.73 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07367, over 26322.92 utterances.], batch size: 54, lr: 2.49e-04
2022-08-30 19:59:31,369 INFO [train.py:927] (7/8) Epoch 16, batch 7900, giga_loss[loss=0.1966, simple_loss=0.2985, pruned_loss=0.04736, over 12402.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0392, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2903, pruned_loss=0.05539, over 2476773.35 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07492, over 25723.28 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05141, over 2419443.71 frames. utt_duration=1278 frames, utt_pad_proportion=0.05181, over 7581.72 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2911, pruned_loss=0.05614, over 2477299.11 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07586, over 27291.50 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 20:01:40,621 INFO [train.py:927] (7/8) Epoch 16, batch 7950, giga_loss[loss=0.185, simple_loss=0.2761, pruned_loss=0.04693, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2885, pruned_loss=0.05471, over 2477286.87 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07401, over 24208.86 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2843, pruned_loss=0.05149, over 2422757.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.0509, over 7593.42 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2892, pruned_loss=0.05544, over 2477761.82 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07543, over 26439.01 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 20:03:35,864 INFO [train.py:927] (7/8) Epoch 16, batch 8000, giga_loss[loss=0.1719, simple_loss=0.2741, pruned_loss=0.03486, over 12318.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.03267, over 70.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05366, over 2477990.13 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07267, over 24338.15 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2845, pruned_loss=0.05157, over 2423844.54 frames. utt_duration=1277 frames, utt_pad_proportion=0.05057, over 7600.61 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.287, pruned_loss=0.05421, over 2478370.62 frames. utt_duration=377 frames, utt_pad_proportion=0.07409, over 26389.70 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 20:05:38,232 INFO [train.py:927] (7/8) Epoch 16, batch 8050, giga_loss[loss=0.2121, simple_loss=0.3041, pruned_loss=0.06006, over 12472.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05351, over 2477183.31 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07217, over 24476.83 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2841, pruned_loss=0.05151, over 2424905.59 frames. utt_duration=1283 frames, utt_pad_proportion=0.04982, over 7569.82 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.05405, over 2477728.01 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07364, over 26511.31 utterances.], batch size: 98, lr: 2.49e-04
2022-08-30 20:07:51,935 INFO [train.py:927] (7/8) Epoch 16, batch 8100, giga_loss[loss=0.1776, simple_loss=0.2756, pruned_loss=0.03981, over 12331.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02815, over 74.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2852, pruned_loss=0.05229, over 2477285.19 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06897, over 23934.29 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05154, over 2426211.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04931, over 7581.46 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2858, pruned_loss=0.05272, over 2477728.34 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07068, over 25905.59 utterances.], batch size: 74, lr: 2.49e-04
2022-08-30 20:09:53,858 INFO [train.py:927] (7/8) Epoch 16, batch 8150, giga_loss[loss=0.1933, simple_loss=0.2982, pruned_loss=0.04413, over 12352.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02631, over 70.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2872, pruned_loss=0.05205, over 2477098.93 frames. utt_duration=406 frames, utt_pad_proportion=0.06874, over 24478.88 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2841, pruned_loss=0.05143, over 2426814.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.04861, over 7556.00 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2878, pruned_loss=0.05251, over 2477838.09 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07036, over 26372.44 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 20:11:58,305 INFO [train.py:927] (7/8) Epoch 16, batch 8200, giga_loss[loss=0.2125, simple_loss=0.3064, pruned_loss=0.05927, over 12417.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03228, over 105.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2895, pruned_loss=0.05157, over 2477333.09 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07247, over 24448.28 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2849, pruned_loss=0.05161, over 2428404.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05285, over 7642.95 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2895, pruned_loss=0.05179, over 2478078.94 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07257, over 26425.29 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 20:14:06,687 INFO [train.py:927] (7/8) Epoch 16, batch 8250, giga_loss[loss=0.1943, simple_loss=0.2913, pruned_loss=0.04868, over 12373.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02942, over 85.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2908, pruned_loss=0.05216, over 2477320.99 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07011, over 23905.85 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2851, pruned_loss=0.0517, over 2429523.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05231, over 7658.55 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2907, pruned_loss=0.05225, over 2478185.63 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07064, over 25916.81 utterances.], batch size: 85, lr: 2.49e-04
2022-08-30 20:16:31,055 INFO [train.py:927] (7/8) Epoch 16, batch 8300, giga_loss[loss=0.1881, simple_loss=0.2845, pruned_loss=0.04584, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02952, over 48.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.291, pruned_loss=0.05294, over 2477158.40 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06804, over 23633.38 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.05188, over 2430352.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05155, over 7659.40 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2908, pruned_loss=0.05287, over 2477942.65 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06888, over 25489.68 utterances.], batch size: 48, lr: 2.49e-04
2022-08-30 20:18:39,359 INFO [train.py:927] (7/8) Epoch 16, batch 8350, giga_loss[loss=0.186, simple_loss=0.282, pruned_loss=0.04498, over 12397.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03058, over 62.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2882, pruned_loss=0.05195, over 2476990.53 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06941, over 23514.94 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.285, pruned_loss=0.05168, over 2431394.42 frames. utt_duration=1276 frames, utt_pad_proportion=0.05043, over 7629.94 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2885, pruned_loss=0.0521, over 2477916.21 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07036, over 25433.81 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 20:20:49,776 INFO [train.py:927] (7/8) Epoch 16, batch 8400, libri_loss[loss=0.1812, simple_loss=0.2609, pruned_loss=0.0507, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009324, over 30.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2866, pruned_loss=0.05182, over 2477553.41 frames. utt_duration=425.1 frames, utt_pad_proportion=0.0652, over 23376.34 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05173, over 2431939.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.05077, over 7633.20 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.0519, over 2478655.59 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0662, over 25201.66 utterances.], batch size: 30, lr: 2.49e-04
2022-08-30 20:22:57,649 INFO [train.py:927] (7/8) Epoch 16, batch 8450, giga_loss[loss=0.2086, simple_loss=0.3015, pruned_loss=0.05785, over 12385.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0422, over 133.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2879, pruned_loss=0.0525, over 2477591.71 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0637, over 23786.75 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2849, pruned_loss=0.05168, over 2432880.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05032, over 7637.56 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2882, pruned_loss=0.05261, over 2478425.22 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06478, over 25501.53 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 20:24:50,916 INFO [train.py:927] (7/8) Epoch 16, batch 8500, giga_loss[loss=0.1938, simple_loss=0.2812, pruned_loss=0.05323, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03494, over 37.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05303, over 2478131.47 frames. utt_duration=422.2 frames, utt_pad_proportion=0.063, over 23543.72 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05176, over 2434171.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.04994, over 7656.44 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05306, over 2478856.67 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0641, over 25321.39 utterances.], batch size: 37, lr: 2.49e-04
2022-08-30 20:27:07,326 INFO [train.py:927] (7/8) Epoch 16, batch 8550, giga_loss[loss=0.234, simple_loss=0.3404, pruned_loss=0.06376, over 12357.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2894, pruned_loss=0.05373, over 2478387.21 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06583, over 24349.44 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05192, over 2434560.31 frames. utt_duration=1273 frames, utt_pad_proportion=0.04955, over 7656.88 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2891, pruned_loss=0.05363, over 2478996.01 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06666, over 25894.24 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 20:29:24,620 INFO [train.py:927] (7/8) Epoch 16, batch 8600, giga_loss[loss=0.2097, simple_loss=0.2996, pruned_loss=0.05987, over 12452.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04453, over 134.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2885, pruned_loss=0.05329, over 2478755.05 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06326, over 23881.29 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2851, pruned_loss=0.05176, over 2435994.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.04806, over 7620.24 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2889, pruned_loss=0.0534, over 2479480.73 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06461, over 25743.81 utterances.], batch size: 134, lr: 2.49e-04
2022-08-30 20:31:40,406 INFO [train.py:927] (7/8) Epoch 16, batch 8650, giga_loss[loss=0.1651, simple_loss=0.269, pruned_loss=0.03061, over 12323.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.03093, over 66.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2848, pruned_loss=0.05232, over 2478464.99 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06218, over 23916.60 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05181, over 2436921.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.04746, over 7611.69 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05241, over 2479345.21 frames. utt_duration=385 frames, utt_pad_proportion=0.06358, over 25839.50 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 20:33:28,480 INFO [train.py:927] (7/8) Epoch 16, batch 8700, giga_loss[loss=0.2026, simple_loss=0.2936, pruned_loss=0.05583, over 12376.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03113, over 122.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05234, over 2478574.26 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06119, over 23239.35 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05186, over 2438643.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.05098, over 7681.27 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2847, pruned_loss=0.0524, over 2479239.34 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06154, over 25302.11 utterances.], batch size: 122, lr: 2.49e-04
2022-08-30 20:35:31,339 INFO [train.py:927] (7/8) Epoch 16, batch 8750, giga_loss[loss=0.1915, simple_loss=0.2865, pruned_loss=0.04825, over 12423.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2826, pruned_loss=0.05142, over 2477592.20 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0659, over 23843.11 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05184, over 2438906.54 frames. utt_duration=1275 frames, utt_pad_proportion=0.05021, over 7662.79 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05147, over 2478550.06 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06609, over 25769.00 utterances.], batch size: 147, lr: 2.49e-04
2022-08-30 20:37:43,852 INFO [train.py:927] (7/8) Epoch 16, batch 8800, giga_loss[loss=0.1709, simple_loss=0.2621, pruned_loss=0.03988, over 12378.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05117, over 2476522.83 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06194, over 23116.20 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2855, pruned_loss=0.05192, over 2439719.12 frames. utt_duration=1275 frames, utt_pad_proportion=0.04966, over 7662.56 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2821, pruned_loss=0.05111, over 2477959.30 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06267, over 25254.97 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 20:39:55,094 INFO [train.py:927] (7/8) Epoch 16, batch 8850, giga_loss[loss=0.1823, simple_loss=0.2791, pruned_loss=0.04272, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03322, over 113.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2817, pruned_loss=0.05052, over 2476840.61 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06016, over 22958.10 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2851, pruned_loss=0.05173, over 2440451.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.04982, over 7670.34 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05062, over 2478000.67 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06089, over 24928.62 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 20:41:55,083 INFO [train.py:927] (7/8) Epoch 16, batch 8900, giga_loss[loss=0.2085, simple_loss=0.2979, pruned_loss=0.05953, over 12443.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0266, over 122.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2816, pruned_loss=0.05119, over 2476793.07 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06222, over 23690.59 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.285, pruned_loss=0.05182, over 2441043.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.04967, over 7672.30 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2817, pruned_loss=0.05117, over 2478166.21 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06281, over 25700.78 utterances.], batch size: 122, lr: 2.48e-04
2022-08-30 20:43:53,277 INFO [train.py:927] (7/8) Epoch 16, batch 8950, giga_loss[loss=0.2077, simple_loss=0.2999, pruned_loss=0.05775, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03445, over 113.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2825, pruned_loss=0.05076, over 2476893.14 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06073, over 23476.30 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05183, over 2441237.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.04916, over 7647.94 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.0507, over 2478441.85 frames. utt_duration=392 frames, utt_pad_proportion=0.06149, over 25367.12 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 20:45:52,090 INFO [train.py:927] (7/8) Epoch 16, batch 9000, giga_loss[loss=0.1866, simple_loss=0.2904, pruned_loss=0.04136, over 12423.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2843, pruned_loss=0.05109, over 2477085.11 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06083, over 23582.78 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05175, over 2442020.59 frames. utt_duration=1275 frames, utt_pad_proportion=0.0491, over 7669.87 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2844, pruned_loss=0.05108, over 2478733.97 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06158, over 25602.59 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 20:45:52,091 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 20:46:06,368 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1737, simple_loss=0.2826, pruned_loss=0.03236, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 20:48:07,035 INFO [train.py:927] (7/8) Epoch 16, batch 9050, giga_loss[loss=0.1815, simple_loss=0.2653, pruned_loss=0.04888, over 12457.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03531, over 98.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05093, over 2476798.53 frames. utt_duration=420.3 frames, utt_pad_proportion=0.05929, over 23639.93 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2847, pruned_loss=0.05172, over 2442242.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.0484, over 7652.54 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2841, pruned_loss=0.05094, over 2478520.40 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06022, over 25533.88 utterances.], batch size: 98, lr: 2.48e-04
2022-08-30 20:50:03,501 INFO [train.py:927] (7/8) Epoch 16, batch 9100, giga_loss[loss=0.1661, simple_loss=0.2555, pruned_loss=0.03841, over 12388.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05538, over 181.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2825, pruned_loss=0.05024, over 2476401.88 frames. utt_duration=429.9 frames, utt_pad_proportion=0.05807, over 23104.60 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2845, pruned_loss=0.05163, over 2443037.84 frames. utt_duration=1281 frames, utt_pad_proportion=0.04694, over 7635.14 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05029, over 2478488.98 frames. utt_duration=392.8 frames, utt_pad_proportion=0.05947, over 25313.67 utterances.], batch size: 181, lr: 2.48e-04
2022-08-30 20:52:06,490 INFO [train.py:927] (7/8) Epoch 16, batch 9150, giga_loss[loss=0.1919, simple_loss=0.2878, pruned_loss=0.04803, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05078, over 2476193.44 frames. utt_duration=431.4 frames, utt_pad_proportion=0.05685, over 23025.21 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05151, over 2443232.73 frames. utt_duration=1287 frames, utt_pad_proportion=0.04593, over 7600.56 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.0509, over 2478627.99 frames. utt_duration=393.9 frames, utt_pad_proportion=0.05843, over 25249.15 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 20:54:05,670 INFO [train.py:927] (7/8) Epoch 16, batch 9200, giga_loss[loss=0.2281, simple_loss=0.303, pruned_loss=0.0766, over 12408.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0972, over 256.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05123, over 2476688.90 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06082, over 23930.06 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05149, over 2443514.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04565, over 7598.57 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05134, over 2478960.75 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06189, over 25988.01 utterances.], batch size: 256, lr: 2.48e-04
2022-08-30 20:55:59,092 INFO [train.py:927] (7/8) Epoch 16, batch 9250, giga_loss[loss=0.1837, simple_loss=0.2832, pruned_loss=0.04207, over 12453.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03523, over 98.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05235, over 2476626.78 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06257, over 24172.10 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05136, over 2444318.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.04486, over 7583.77 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2864, pruned_loss=0.05256, over 2478773.60 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06366, over 26368.95 utterances.], batch size: 98, lr: 2.48e-04
2022-08-30 20:58:17,878 INFO [train.py:927] (7/8) Epoch 16, batch 9300, giga_loss[loss=0.1925, simple_loss=0.2881, pruned_loss=0.04841, over 12393.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0353, over 113.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2861, pruned_loss=0.05241, over 2476389.13 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06572, over 24704.68 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05129, over 2444549.94 frames. utt_duration=1293 frames, utt_pad_proportion=0.04455, over 7569.95 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.05265, over 2478159.64 frames. utt_duration=374 frames, utt_pad_proportion=0.06647, over 26588.14 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 21:00:18,185 INFO [train.py:927] (7/8) Epoch 16, batch 9350, giga_loss[loss=0.2119, simple_loss=0.308, pruned_loss=0.05792, over 12399.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05168, over 2476695.89 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06392, over 24082.14 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05106, over 2445287.15 frames. utt_duration=1295 frames, utt_pad_proportion=0.04448, over 7560.48 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.0521, over 2478466.45 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06486, over 26137.78 utterances.], batch size: 97, lr: 2.48e-04
2022-08-30 21:02:22,133 INFO [train.py:927] (7/8) Epoch 16, batch 9400, giga_loss[loss=0.2137, simple_loss=0.2991, pruned_loss=0.06414, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04626, over 146.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05194, over 2476930.24 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06474, over 25057.73 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05101, over 2445508.02 frames. utt_duration=1298 frames, utt_pad_proportion=0.04401, over 7544.18 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05233, over 2478535.94 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06558, over 26914.68 utterances.], batch size: 146, lr: 2.48e-04
2022-08-30 21:04:21,735 INFO [train.py:927] (7/8) Epoch 16, batch 9450, libri_loss[loss=0.1958, simple_loss=0.2793, pruned_loss=0.05614, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006365, over 32.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05098, over 2476655.79 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06195, over 24259.82 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2828, pruned_loss=0.05098, over 2445396.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.04372, over 7529.78 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05131, over 2478333.00 frames. utt_duration=384 frames, utt_pad_proportion=0.06293, over 25896.42 utterances.], batch size: 32, lr: 2.48e-04
2022-08-30 21:06:25,290 INFO [train.py:927] (7/8) Epoch 16, batch 9500, giga_loss[loss=0.2018, simple_loss=0.2876, pruned_loss=0.058, over 12347.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2831, pruned_loss=0.04998, over 2476903.17 frames. utt_duration=415.6 frames, utt_pad_proportion=0.0633, over 23908.02 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05085, over 2445361.54 frames. utt_duration=1303 frames, utt_pad_proportion=0.04343, over 7514.51 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.284, pruned_loss=0.05035, over 2478530.30 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06413, over 25356.88 utterances.], batch size: 365, lr: 2.48e-04
2022-08-30 21:08:28,791 INFO [train.py:927] (7/8) Epoch 16, batch 9550, libri_loss[loss=0.154, simple_loss=0.2456, pruned_loss=0.03121, over 12452.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.0102, over 29.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2828, pruned_loss=0.04924, over 2476989.27 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06536, over 23834.71 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05061, over 2446050.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.04328, over 7507.63 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.284, pruned_loss=0.04972, over 2478363.60 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06606, over 25351.72 utterances.], batch size: 29, lr: 2.48e-04
2022-08-30 21:10:26,149 INFO [train.py:927] (7/8) Epoch 16, batch 9600, giga_loss[loss=0.1852, simple_loss=0.2656, pruned_loss=0.05246, over 12384.00 frames. utt_duration=143.1 frames, utt_pad_proportion=0.1584, over 349.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2825, pruned_loss=0.04886, over 2477034.06 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06524, over 23741.33 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05036, over 2447125.11 frames. utt_duration=1307 frames, utt_pad_proportion=0.04313, over 7499.88 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2839, pruned_loss=0.04943, over 2478281.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06605, over 25575.63 utterances.], batch size: 349, lr: 2.48e-04
2022-08-30 21:12:41,522 INFO [train.py:927] (7/8) Epoch 16, batch 9650, giga_loss[loss=0.1869, simple_loss=0.2787, pruned_loss=0.04754, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2834, pruned_loss=0.04898, over 2477776.17 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06412, over 23568.32 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05036, over 2448035.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.0423, over 7502.34 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2845, pruned_loss=0.0494, over 2478631.94 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06522, over 25374.70 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:15:01,436 INFO [train.py:927] (7/8) Epoch 16, batch 9700, giga_loss[loss=0.1605, simple_loss=0.261, pruned_loss=0.03003, over 12325.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.0281, over 66.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2856, pruned_loss=0.04949, over 2477594.01 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06249, over 23095.52 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.0503, over 2448235.88 frames. utt_duration=1310 frames, utt_pad_proportion=0.04187, over 7481.93 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2868, pruned_loss=0.04987, over 2478491.70 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06367, over 24754.58 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 21:17:22,911 INFO [train.py:927] (7/8) Epoch 16, batch 9750, giga_loss[loss=0.2021, simple_loss=0.282, pruned_loss=0.06106, over 12379.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1586, over 349.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.285, pruned_loss=0.04984, over 2476023.34 frames. utt_duration=433.5 frames, utt_pad_proportion=0.06395, over 22910.37 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.05027, over 2448202.96 frames. utt_duration=1313 frames, utt_pad_proportion=0.04142, over 7467.76 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2859, pruned_loss=0.05016, over 2477134.69 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06499, over 24434.46 utterances.], batch size: 349, lr: 2.48e-04
2022-08-30 21:19:24,339 INFO [train.py:927] (7/8) Epoch 16, batch 9800, giga_loss[loss=0.2042, simple_loss=0.2956, pruned_loss=0.05637, over 12392.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05997, over 182.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2847, pruned_loss=0.04916, over 2476346.14 frames. utt_duration=424 frames, utt_pad_proportion=0.06717, over 23425.62 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2822, pruned_loss=0.05044, over 2448626.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04565, over 7543.99 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2848, pruned_loss=0.04924, over 2477360.57 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06679, over 24858.00 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 21:21:21,912 INFO [train.py:927] (7/8) Epoch 16, batch 9850, giga_loss[loss=0.1846, simple_loss=0.2832, pruned_loss=0.04301, over 12457.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03481, over 98.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2858, pruned_loss=0.04998, over 2476545.95 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06718, over 23703.50 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.05046, over 2448965.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.04484, over 7523.68 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.286, pruned_loss=0.05, over 2477681.87 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06725, over 25239.79 utterances.], batch size: 98, lr: 2.48e-04
2022-08-30 21:23:12,165 INFO [train.py:927] (7/8) Epoch 16, batch 9900, libri_loss[loss=0.172, simple_loss=0.2574, pruned_loss=0.0433, over 12426.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006611, over 30.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2861, pruned_loss=0.05056, over 2477062.26 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06774, over 23956.41 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05048, over 2449391.52 frames. utt_duration=1303 frames, utt_pad_proportion=0.04448, over 7527.73 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2863, pruned_loss=0.05056, over 2477952.21 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06797, over 25405.23 utterances.], batch size: 30, lr: 2.48e-04
2022-08-30 21:25:03,418 INFO [train.py:927] (7/8) Epoch 16, batch 9950, giga_loss[loss=0.2092, simple_loss=0.3054, pruned_loss=0.0565, over 12381.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2863, pruned_loss=0.0516, over 2477345.93 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07003, over 25049.15 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.05046, over 2449678.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04416, over 7520.49 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2866, pruned_loss=0.05162, over 2478037.34 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07024, over 26334.06 utterances.], batch size: 51, lr: 2.48e-04
2022-08-30 21:26:43,979 INFO [train.py:927] (7/8) Epoch 16, batch 10000, giga_loss[loss=0.2279, simple_loss=0.3167, pruned_loss=0.06958, over 12397.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2914, pruned_loss=0.05399, over 2476054.32 frames. utt_duration=410.1 frames, utt_pad_proportion=0.0699, over 24226.05 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2817, pruned_loss=0.05028, over 2449703.83 frames. utt_duration=1310 frames, utt_pad_proportion=0.04321, over 7490.21 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2922, pruned_loss=0.05423, over 2477292.67 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07049, over 25739.31 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 21:28:27,613 INFO [train.py:927] (7/8) Epoch 16, batch 10050, giga_loss[loss=0.1893, simple_loss=0.2629, pruned_loss=0.05789, over 12373.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2915, pruned_loss=0.05417, over 2475733.17 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06945, over 22655.03 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.05031, over 2449709.32 frames. utt_duration=1310 frames, utt_pad_proportion=0.04288, over 7491.32 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.292, pruned_loss=0.05437, over 2476960.32 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07014, over 23993.01 utterances.], batch size: 366, lr: 2.48e-04
2022-08-30 21:30:09,346 INFO [train.py:927] (7/8) Epoch 16, batch 10100, giga_loss[loss=0.1699, simple_loss=0.2554, pruned_loss=0.04223, over 12430.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03682, over 105.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.287, pruned_loss=0.05272, over 2475880.29 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06916, over 21864.03 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2833, pruned_loss=0.05065, over 2450091.65 frames. utt_duration=1310 frames, utt_pad_proportion=0.04234, over 7488.55 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05262, over 2476976.69 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07005, over 23187.87 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:31:51,822 INFO [train.py:927] (7/8) Epoch 16, batch 10150, giga_loss[loss=0.1441, simple_loss=0.2376, pruned_loss=0.02531, over 12400.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02817, over 62.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.28, pruned_loss=0.05045, over 2475555.21 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06555, over 20514.41 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05083, over 2450506.13 frames. utt_duration=1308 frames, utt_pad_proportion=0.04214, over 7504.91 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.279, pruned_loss=0.05024, over 2476935.17 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06692, over 22055.15 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 21:33:36,206 INFO [train.py:927] (7/8) Epoch 16, batch 10200, giga_loss[loss=0.1765, simple_loss=0.2711, pruned_loss=0.04094, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02196, over 45.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2741, pruned_loss=0.04885, over 2474840.32 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06864, over 20405.86 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05089, over 2450580.61 frames. utt_duration=1310 frames, utt_pad_proportion=0.04148, over 7491.95 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.273, pruned_loss=0.04861, over 2476312.59 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06991, over 21873.56 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 21:35:19,553 INFO [train.py:927] (7/8) Epoch 16, batch 10250, giga_loss[loss=0.1662, simple_loss=0.2529, pruned_loss=0.03979, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.1814, simple_loss=0.2687, pruned_loss=0.04709, over 2475635.93 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06466, over 19844.81 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05081, over 2451359.56 frames. utt_duration=1308 frames, utt_pad_proportion=0.04175, over 7506.73 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2678, pruned_loss=0.04692, over 2476553.08 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06604, over 21222.48 utterances.], batch size: 146, lr: 2.48e-04
2022-08-30 21:37:02,203 INFO [train.py:927] (7/8) Epoch 16, batch 10300, giga_loss[loss=0.1361, simple_loss=0.2135, pruned_loss=0.02935, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04635, over 26.00 utterances.], tot_loss[loss=0.177, simple_loss=0.2637, pruned_loss=0.04518, over 2475363.87 frames. utt_duration=498 frames, utt_pad_proportion=0.06803, over 19940.88 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2838, pruned_loss=0.05087, over 2451621.02 frames. utt_duration=1309 frames, utt_pad_proportion=0.04113, over 7497.64 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2626, pruned_loss=0.0449, over 2476275.99 frames. utt_duration=467 frames, utt_pad_proportion=0.06929, over 21272.92 utterances.], batch size: 26, lr: 2.48e-04
2022-08-30 21:38:46,428 INFO [train.py:927] (7/8) Epoch 16, batch 10350, giga_loss[loss=0.1424, simple_loss=0.221, pruned_loss=0.03191, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03156, over 42.00 utterances.], tot_loss[loss=0.1726, simple_loss=0.2584, pruned_loss=0.04337, over 2474824.28 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06566, over 19194.91 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.0508, over 2452439.51 frames. utt_duration=1313 frames, utt_pad_proportion=0.04024, over 7480.88 utterances.], giga_tot_loss[loss=0.1716, simple_loss=0.2572, pruned_loss=0.04304, over 2475466.41 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06738, over 20609.46 utterances.], batch size: 42, lr: 2.48e-04
2022-08-30 21:40:29,330 INFO [train.py:927] (7/8) Epoch 16, batch 10400, libri_loss[loss=0.1985, simple_loss=0.2799, pruned_loss=0.05852, over 12368.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01029, over 38.00 utterances.], tot_loss[loss=0.1701, simple_loss=0.2552, pruned_loss=0.04253, over 2474479.59 frames. utt_duration=514 frames, utt_pad_proportion=0.06618, over 19311.52 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.284, pruned_loss=0.05124, over 2453004.63 frames. utt_duration=1287 frames, utt_pad_proportion=0.04873, over 7634.30 utterances.], giga_tot_loss[loss=0.1681, simple_loss=0.253, pruned_loss=0.04162, over 2475087.77 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0649, over 20625.83 utterances.], batch size: 38, lr: 2.48e-04
2022-08-30 21:42:07,964 INFO [train.py:927] (7/8) Epoch 16, batch 10450, giga_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05128, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.171, simple_loss=0.2559, pruned_loss=0.04303, over 2474334.67 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06261, over 18835.27 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05116, over 2453225.17 frames. utt_duration=1293 frames, utt_pad_proportion=0.04771, over 7600.90 utterances.], giga_tot_loss[loss=0.1688, simple_loss=0.2535, pruned_loss=0.04208, over 2475269.68 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0623, over 20286.71 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 21:43:49,901 INFO [train.py:927] (7/8) Epoch 16, batch 10500, giga_loss[loss=0.2274, simple_loss=0.3192, pruned_loss=0.06784, over 12368.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2663, pruned_loss=0.04757, over 2474087.17 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06211, over 18817.84 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05111, over 2453493.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.04693, over 7592.01 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2638, pruned_loss=0.04668, over 2475160.07 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06227, over 20300.91 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 21:45:32,059 INFO [train.py:927] (7/8) Epoch 16, batch 10550, giga_loss[loss=0.1866, simple_loss=0.2764, pruned_loss=0.04837, over 12364.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2028, over 371.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2742, pruned_loss=0.05041, over 2473349.46 frames. utt_duration=516 frames, utt_pad_proportion=0.06531, over 19226.60 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05099, over 2453586.27 frames. utt_duration=1300 frames, utt_pad_proportion=0.04602, over 7558.86 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.272, pruned_loss=0.04974, over 2474768.92 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06567, over 20811.24 utterances.], batch size: 371, lr: 2.48e-04
2022-08-30 21:47:15,484 INFO [train.py:927] (7/8) Epoch 16, batch 10600, giga_loss[loss=0.2141, simple_loss=0.3048, pruned_loss=0.06168, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2779, pruned_loss=0.05111, over 2473125.71 frames. utt_duration=508 frames, utt_pad_proportion=0.0705, over 19531.88 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05074, over 2453815.85 frames. utt_duration=1307 frames, utt_pad_proportion=0.04488, over 7518.86 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2765, pruned_loss=0.05079, over 2474638.36 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07098, over 21199.72 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 21:49:04,205 INFO [train.py:927] (7/8) Epoch 16, batch 10650, giga_loss[loss=0.1909, simple_loss=0.2863, pruned_loss=0.04776, over 12423.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.02397, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2824, pruned_loss=0.05386, over 2473321.83 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07137, over 20013.71 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05086, over 2453991.47 frames. utt_duration=1301 frames, utt_pad_proportion=0.04553, over 7551.53 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2811, pruned_loss=0.05352, over 2474524.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07159, over 21402.54 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 21:50:46,550 INFO [train.py:927] (7/8) Epoch 16, batch 10700, giga_loss[loss=0.208, simple_loss=0.295, pruned_loss=0.06046, over 12464.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02964, over 80.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2868, pruned_loss=0.05555, over 2473542.96 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06518, over 18953.09 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2833, pruned_loss=0.0509, over 2454590.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.04488, over 7546.46 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.0553, over 2474309.12 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06611, over 20271.31 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 21:52:33,367 INFO [train.py:927] (7/8) Epoch 16, batch 10750, libri_loss[loss=0.2199, simple_loss=0.3077, pruned_loss=0.06607, over 12433.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01028, over 39.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2905, pruned_loss=0.05689, over 2472765.01 frames. utt_duration=516.2 frames, utt_pad_proportion=0.0707, over 19215.35 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05101, over 2454858.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.04472, over 7557.24 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2892, pruned_loss=0.05666, over 2473363.76 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07129, over 20396.50 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 21:54:16,177 INFO [train.py:927] (7/8) Epoch 16, batch 10800, libri_loss[loss=0.1697, simple_loss=0.258, pruned_loss=0.04068, over 12353.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 33.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2917, pruned_loss=0.05666, over 2472540.40 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07084, over 18277.68 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05087, over 2455019.98 frames. utt_duration=1294 frames, utt_pad_proportion=0.04758, over 7597.68 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05682, over 2473511.26 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07092, over 19615.83 utterances.], batch size: 33, lr: 2.48e-04
2022-08-30 21:55:56,763 INFO [train.py:927] (7/8) Epoch 16, batch 10850, giga_loss[loss=0.1845, simple_loss=0.2856, pruned_loss=0.04174, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02499, over 66.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2915, pruned_loss=0.05543, over 2472925.18 frames. utt_duration=572.2 frames, utt_pad_proportion=0.0678, over 17332.44 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05083, over 2455835.43 frames. utt_duration=1293 frames, utt_pad_proportion=0.04649, over 7605.74 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2916, pruned_loss=0.05578, over 2473620.69 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0688, over 18780.00 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 21:57:38,453 INFO [train.py:927] (7/8) Epoch 16, batch 10900, giga_loss[loss=0.2698, simple_loss=0.3298, pruned_loss=0.1049, over 12373.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06667, over 210.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2935, pruned_loss=0.05735, over 2472917.61 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06595, over 17275.71 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05087, over 2456068.87 frames. utt_duration=1296 frames, utt_pad_proportion=0.04544, over 7588.74 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.05772, over 2473711.76 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06744, over 18696.35 utterances.], batch size: 210, lr: 2.48e-04
2022-08-30 21:59:21,193 INFO [train.py:927] (7/8) Epoch 16, batch 10950, giga_loss[loss=0.2028, simple_loss=0.286, pruned_loss=0.05979, over 12376.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.05995, over 2473028.01 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06726, over 17441.07 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05089, over 2456274.17 frames. utt_duration=1297 frames, utt_pad_proportion=0.04483, over 7582.92 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2954, pruned_loss=0.06037, over 2473776.40 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0687, over 18743.50 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 22:01:03,538 INFO [train.py:927] (7/8) Epoch 16, batch 11000, giga_loss[loss=0.1956, simple_loss=0.2788, pruned_loss=0.05618, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03054, over 42.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2946, pruned_loss=0.06056, over 2473147.33 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06834, over 17826.48 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.0509, over 2456775.26 frames. utt_duration=1286 frames, utt_pad_proportion=0.0486, over 7648.25 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2952, pruned_loss=0.06114, over 2473739.30 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06832, over 19086.21 utterances.], batch size: 42, lr: 2.48e-04
2022-08-30 22:02:45,704 INFO [train.py:927] (7/8) Epoch 16, batch 11050, giga_loss[loss=0.1858, simple_loss=0.2706, pruned_loss=0.05056, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03299, over 42.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2939, pruned_loss=0.06006, over 2473777.84 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06691, over 17690.74 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05096, over 2457207.44 frames. utt_duration=1282 frames, utt_pad_proportion=0.04837, over 7677.34 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2946, pruned_loss=0.06077, over 2474396.15 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06731, over 18993.98 utterances.], batch size: 42, lr: 2.48e-04
2022-08-30 22:04:31,961 INFO [train.py:927] (7/8) Epoch 16, batch 11100, giga_loss[loss=0.2074, simple_loss=0.293, pruned_loss=0.06093, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03677, over 31.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2919, pruned_loss=0.05938, over 2473968.39 frames. utt_duration=539.7 frames, utt_pad_proportion=0.07531, over 18386.89 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05112, over 2457948.38 frames. utt_duration=1282 frames, utt_pad_proportion=0.0473, over 7677.98 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2923, pruned_loss=0.06005, over 2474251.92 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07571, over 19710.12 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 22:06:18,154 INFO [train.py:927] (7/8) Epoch 16, batch 11150, giga_loss[loss=0.1787, simple_loss=0.2647, pruned_loss=0.04638, over 12421.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03204, over 80.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2872, pruned_loss=0.05767, over 2474390.60 frames. utt_duration=524.6 frames, utt_pad_proportion=0.07632, over 18920.26 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2838, pruned_loss=0.05113, over 2458227.62 frames. utt_duration=1282 frames, utt_pad_proportion=0.04691, over 7678.26 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2876, pruned_loss=0.05832, over 2474666.12 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07691, over 20172.79 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 22:08:03,698 INFO [train.py:927] (7/8) Epoch 16, batch 11200, giga_loss[loss=0.2354, simple_loss=0.3124, pruned_loss=0.07919, over 12378.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06999, over 211.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2866, pruned_loss=0.05759, over 2474356.71 frames. utt_duration=511 frames, utt_pad_proportion=0.07742, over 19425.20 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05128, over 2458503.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.04639, over 7663.13 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2866, pruned_loss=0.05805, over 2474558.23 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07813, over 20590.16 utterances.], batch size: 211, lr: 2.48e-04
2022-08-30 22:09:46,600 INFO [train.py:927] (7/8) Epoch 16, batch 11250, giga_loss[loss=0.2491, simple_loss=0.3288, pruned_loss=0.08474, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2855, pruned_loss=0.05696, over 2474157.32 frames. utt_duration=521.9 frames, utt_pad_proportion=0.07316, over 19018.12 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05121, over 2458532.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.04589, over 7644.30 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2855, pruned_loss=0.05746, over 2474496.28 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07425, over 20103.57 utterances.], batch size: 258, lr: 2.48e-04
2022-08-30 22:11:32,704 INFO [train.py:927] (7/8) Epoch 16, batch 11300, giga_loss[loss=0.1863, simple_loss=0.2711, pruned_loss=0.05076, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03105, over 48.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2821, pruned_loss=0.05557, over 2474264.65 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06685, over 17774.40 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05119, over 2458945.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.04575, over 7661.51 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.282, pruned_loss=0.05605, over 2474369.81 frames. utt_duration=529 frames, utt_pad_proportion=0.06829, over 18763.94 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 22:13:15,998 INFO [train.py:927] (7/8) Epoch 16, batch 11350, giga_loss[loss=0.173, simple_loss=0.2521, pruned_loss=0.0469, over 12251.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2792, pruned_loss=0.05473, over 2473461.76 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06226, over 16976.25 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2847, pruned_loss=0.05143, over 2459193.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.04684, over 7723.02 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2786, pruned_loss=0.05499, over 2473657.43 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06353, over 17921.48 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 22:14:57,374 INFO [train.py:927] (7/8) Epoch 16, batch 11400, giga_loss[loss=0.1671, simple_loss=0.2558, pruned_loss=0.03924, over 12329.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02785, over 74.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2765, pruned_loss=0.05385, over 2474023.61 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06201, over 16874.57 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2846, pruned_loss=0.05147, over 2459355.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.0511, over 7789.82 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.276, pruned_loss=0.05407, over 2474206.04 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06148, over 17684.11 utterances.], batch size: 74, lr: 2.48e-04
2022-08-30 22:16:38,130 INFO [train.py:927] (7/8) Epoch 16, batch 11450, giga_loss[loss=0.1844, simple_loss=0.2608, pruned_loss=0.05396, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2732, pruned_loss=0.05283, over 2473771.02 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05963, over 16297.11 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2844, pruned_loss=0.05137, over 2459468.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.0502, over 7755.46 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2729, pruned_loss=0.05314, over 2474119.15 frames. utt_duration=578 frames, utt_pad_proportion=0.05978, over 17165.55 utterances.], batch size: 91, lr: 2.48e-04
2022-08-30 22:18:19,085 INFO [train.py:927] (7/8) Epoch 16, batch 11500, giga_loss[loss=0.178, simple_loss=0.2569, pruned_loss=0.04955, over 12322.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.272, pruned_loss=0.05232, over 2473714.93 frames. utt_duration=625.8 frames, utt_pad_proportion=0.05575, over 15850.21 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2846, pruned_loss=0.0515, over 2459625.80 frames. utt_duration=1263 frames, utt_pad_proportion=0.05105, over 7801.03 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2713, pruned_loss=0.05247, over 2474093.83 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05578, over 16644.29 utterances.], batch size: 51, lr: 2.48e-04
2022-08-30 22:20:01,910 INFO [train.py:927] (7/8) Epoch 16, batch 11550, giga_loss[loss=0.1915, simple_loss=0.2736, pruned_loss=0.05472, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03921, over 40.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2748, pruned_loss=0.05392, over 2472572.06 frames. utt_duration=627.3 frames, utt_pad_proportion=0.05538, over 15803.23 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05137, over 2459424.99 frames. utt_duration=1271 frames, utt_pad_proportion=0.04982, over 7750.71 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2743, pruned_loss=0.05422, over 2473565.95 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05602, over 16789.41 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 22:21:46,488 INFO [train.py:927] (7/8) Epoch 16, batch 11600, libri_loss[loss=0.2155, simple_loss=0.3138, pruned_loss=0.05862, over 12336.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01613, over 41.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2815, pruned_loss=0.05723, over 2473551.53 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06003, over 16541.28 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2844, pruned_loss=0.05136, over 2460316.55 frames. utt_duration=1260 frames, utt_pad_proportion=0.05249, over 7819.78 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2806, pruned_loss=0.05774, over 2474199.20 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05933, over 17732.87 utterances.], batch size: 41, lr: 2.48e-04
2022-08-30 22:23:33,648 INFO [train.py:927] (7/8) Epoch 16, batch 11650, giga_loss[loss=0.2147, simple_loss=0.3031, pruned_loss=0.0632, over 12375.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03383, over 104.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2865, pruned_loss=0.05902, over 2473866.63 frames. utt_duration=575 frames, utt_pad_proportion=0.06271, over 17253.16 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2844, pruned_loss=0.05134, over 2460374.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05205, over 7816.41 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2857, pruned_loss=0.05958, over 2474572.76 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06226, over 18362.75 utterances.], batch size: 104, lr: 2.48e-04
2022-08-30 22:25:17,485 INFO [train.py:927] (7/8) Epoch 16, batch 11700, libri_loss[loss=0.1686, simple_loss=0.2549, pruned_loss=0.04114, over 12200.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.05454, over 27.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2913, pruned_loss=0.06076, over 2473601.41 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06261, over 17572.49 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05111, over 2460764.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05039, over 7752.95 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2914, pruned_loss=0.0618, over 2474421.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06298, over 18960.12 utterances.], batch size: 27, lr: 2.48e-04
2022-08-30 22:27:03,687 INFO [train.py:927] (7/8) Epoch 16, batch 11750, giga_loss[loss=0.1712, simple_loss=0.2675, pruned_loss=0.03744, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05906, over 2474012.56 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06181, over 17811.67 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05119, over 2461160.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.04953, over 7741.36 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2906, pruned_loss=0.06, over 2474604.68 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06255, over 19152.31 utterances.], batch size: 74, lr: 2.48e-04
2022-08-30 22:28:47,295 INFO [train.py:927] (7/8) Epoch 16, batch 11800, libri_loss[loss=0.2278, simple_loss=0.3174, pruned_loss=0.06908, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.006716, over 34.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2898, pruned_loss=0.05805, over 2473851.43 frames. utt_duration=556 frames, utt_pad_proportion=0.06711, over 17845.15 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2843, pruned_loss=0.05138, over 2461419.98 frames. utt_duration=1272 frames, utt_pad_proportion=0.0493, over 7749.18 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2896, pruned_loss=0.05872, over 2474257.55 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06757, over 19036.26 utterances.], batch size: 34, lr: 2.48e-04
2022-08-30 22:30:32,321 INFO [train.py:927] (7/8) Epoch 16, batch 11850, giga_loss[loss=0.2312, simple_loss=0.3135, pruned_loss=0.07452, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2907, pruned_loss=0.05821, over 2472984.37 frames. utt_duration=555.1 frames, utt_pad_proportion=0.0678, over 17869.08 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05129, over 2461580.17 frames. utt_duration=1277 frames, utt_pad_proportion=0.04819, over 7720.43 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2911, pruned_loss=0.05906, over 2473572.10 frames. utt_duration=517 frames, utt_pad_proportion=0.06879, over 19191.37 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 22:32:18,358 INFO [train.py:927] (7/8) Epoch 16, batch 11900, giga_loss[loss=0.2291, simple_loss=0.311, pruned_loss=0.07358, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2923, pruned_loss=0.05929, over 2472552.28 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06335, over 17710.35 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.05125, over 2461440.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.04727, over 7699.58 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06017, over 2473414.21 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06489, over 19009.75 utterances.], batch size: 91, lr: 2.48e-04
2022-08-30 22:34:04,211 INFO [train.py:927] (7/8) Epoch 16, batch 11950, giga_loss[loss=0.2135, simple_loss=0.3044, pruned_loss=0.06131, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06022, over 2472764.23 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05911, over 17351.42 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05118, over 2461537.49 frames. utt_duration=1281 frames, utt_pad_proportion=0.04673, over 7694.23 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2937, pruned_loss=0.06117, over 2473610.74 frames. utt_duration=533 frames, utt_pad_proportion=0.06095, over 18616.76 utterances.], batch size: 75, lr: 2.48e-04
2022-08-30 22:35:49,131 INFO [train.py:927] (7/8) Epoch 16, batch 12000, giga_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06012, over 12298.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03434, over 28.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2952, pruned_loss=0.06123, over 2472672.26 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06157, over 16744.21 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2845, pruned_loss=0.05158, over 2461711.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.05494, over 7870.73 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2954, pruned_loss=0.06189, over 2473475.44 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05998, over 17844.67 utterances.], batch size: 28, lr: 2.48e-04
2022-08-30 22:35:49,132 INFO [train.py:958] (7/8) Computing validation loss
2022-08-30 22:36:03,781 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1761, simple_loss=0.2861, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 22:37:45,068 INFO [train.py:927] (7/8) Epoch 16, batch 12050, giga_loss[loss=0.2132, simple_loss=0.2935, pruned_loss=0.06646, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.297, pruned_loss=0.06182, over 2472757.26 frames. utt_duration=613.3 frames, utt_pad_proportion=0.0621, over 16166.43 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2849, pruned_loss=0.05179, over 2462191.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05355, over 7852.72 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2971, pruned_loss=0.06246, over 2473312.03 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06147, over 17349.32 utterances.], batch size: 51, lr: 2.48e-04
2022-08-30 22:39:27,111 INFO [train.py:927] (7/8) Epoch 16, batch 12100, giga_loss[loss=0.2076, simple_loss=0.2993, pruned_loss=0.05795, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03144, over 66.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2964, pruned_loss=0.06186, over 2472070.87 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05716, over 15453.03 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2849, pruned_loss=0.05182, over 2462413.27 frames. utt_duration=1259 frames, utt_pad_proportion=0.0523, over 7835.12 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2968, pruned_loss=0.06266, over 2472624.06 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05756, over 16661.70 utterances.], batch size: 66, lr: 2.47e-04
2022-08-30 22:41:07,684 INFO [train.py:927] (7/8) Epoch 16, batch 12150, giga_loss[loss=0.2411, simple_loss=0.3234, pruned_loss=0.07945, over 12340.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06196, over 2471649.65 frames. utt_duration=659.1 frames, utt_pad_proportion=0.05721, over 15033.99 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05172, over 2462144.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.05118, over 7790.29 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2966, pruned_loss=0.06302, over 2472617.51 frames. utt_duration=609 frames, utt_pad_proportion=0.05811, over 16279.52 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 22:42:49,823 INFO [train.py:927] (7/8) Epoch 16, batch 12200, giga_loss[loss=0.2187, simple_loss=0.3037, pruned_loss=0.06685, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03352, over 85.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.296, pruned_loss=0.06234, over 2471767.92 frames. utt_duration=636.2 frames, utt_pad_proportion=0.06034, over 15576.90 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.0518, over 2462297.14 frames. utt_duration=1265 frames, utt_pad_proportion=0.05106, over 7794.62 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2973, pruned_loss=0.06334, over 2472619.82 frames. utt_duration=592.9 frames, utt_pad_proportion=0.0609, over 16723.84 utterances.], batch size: 85, lr: 2.47e-04
2022-08-30 22:44:32,741 INFO [train.py:927] (7/8) Epoch 16, batch 12250, giga_loss[loss=0.2362, simple_loss=0.3006, pruned_loss=0.08588, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04408, over 34.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06258, over 2471978.50 frames. utt_duration=651.4 frames, utt_pad_proportion=0.05895, over 15213.97 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05202, over 2462217.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.04972, over 7768.06 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2978, pruned_loss=0.06352, over 2473065.85 frames. utt_duration=604.7 frames, utt_pad_proportion=0.0602, over 16399.73 utterances.], batch size: 34, lr: 2.47e-04
2022-08-30 22:46:12,387 INFO [train.py:927] (7/8) Epoch 16, batch 12300, giga_loss[loss=0.1975, simple_loss=0.2818, pruned_loss=0.05661, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04079, over 28.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2957, pruned_loss=0.06257, over 2471228.08 frames. utt_duration=663.5 frames, utt_pad_proportion=0.05789, over 14931.62 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2837, pruned_loss=0.05199, over 2462346.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.04815, over 7721.64 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2979, pruned_loss=0.06379, over 2472393.43 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05986, over 16238.01 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 22:47:54,147 INFO [train.py:927] (7/8) Epoch 16, batch 12350, giga_loss[loss=0.2012, simple_loss=0.2833, pruned_loss=0.05958, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2939, pruned_loss=0.06192, over 2471129.98 frames. utt_duration=656.3 frames, utt_pad_proportion=0.05943, over 15096.18 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2839, pruned_loss=0.05206, over 2462564.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.04833, over 7741.87 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2956, pruned_loss=0.06301, over 2472015.27 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06094, over 16241.98 utterances.], batch size: 70, lr: 2.47e-04
2022-08-30 22:49:34,571 INFO [train.py:927] (7/8) Epoch 16, batch 12400, libri_loss[loss=0.2374, simple_loss=0.3262, pruned_loss=0.07427, over 12326.00 frames. utt_duration=430.2 frames, utt_pad_proportion=0.3299, over 115.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2931, pruned_loss=0.06204, over 2471735.44 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06188, over 15625.86 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2843, pruned_loss=0.05235, over 2463035.05 frames. utt_duration=1264 frames, utt_pad_proportion=0.05195, over 7803.17 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2943, pruned_loss=0.06282, over 2472166.61 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06136, over 16622.38 utterances.], batch size: 115, lr: 2.47e-04
2022-08-30 22:51:17,091 INFO [train.py:927] (7/8) Epoch 16, batch 12450, giga_loss[loss=0.2007, simple_loss=0.2808, pruned_loss=0.06028, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2901, pruned_loss=0.06082, over 2471892.01 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05895, over 15542.85 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2843, pruned_loss=0.05263, over 2463581.25 frames. utt_duration=1260 frames, utt_pad_proportion=0.0545, over 7832.82 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2913, pruned_loss=0.06156, over 2472079.21 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05776, over 16650.26 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 22:53:00,432 INFO [train.py:927] (7/8) Epoch 16, batch 12500, giga_loss[loss=0.1775, simple_loss=0.2602, pruned_loss=0.0474, over 12350.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04581, over 26.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2864, pruned_loss=0.0593, over 2471871.84 frames. utt_duration=665.1 frames, utt_pad_proportion=0.05548, over 14898.59 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2843, pruned_loss=0.05292, over 2463975.19 frames. utt_duration=1265 frames, utt_pad_proportion=0.05303, over 7801.41 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2877, pruned_loss=0.05996, over 2472040.58 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05541, over 16176.70 utterances.], batch size: 26, lr: 2.47e-04
2022-08-30 22:54:42,693 INFO [train.py:927] (7/8) Epoch 16, batch 12550, giga_loss[loss=0.167, simple_loss=0.2493, pruned_loss=0.0424, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03709, over 28.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2846, pruned_loss=0.05811, over 2472001.24 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05904, over 15539.63 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.284, pruned_loss=0.05297, over 2463987.65 frames. utt_duration=1264 frames, utt_pad_proportion=0.05296, over 7805.55 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2858, pruned_loss=0.05875, over 2472335.11 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05888, over 16770.87 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 22:56:25,523 INFO [train.py:927] (7/8) Epoch 16, batch 12600, giga_loss[loss=0.2012, simple_loss=0.2875, pruned_loss=0.05749, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0312, over 86.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2855, pruned_loss=0.058, over 2472848.62 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05802, over 15717.05 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2839, pruned_loss=0.05309, over 2464202.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05214, over 7785.53 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2866, pruned_loss=0.05856, over 2473188.98 frames. utt_duration=584 frames, utt_pad_proportion=0.05843, over 16982.76 utterances.], batch size: 86, lr: 2.47e-04
2022-08-30 22:58:11,336 INFO [train.py:927] (7/8) Epoch 16, batch 12650, giga_loss[loss=0.1889, simple_loss=0.2684, pruned_loss=0.05471, over 12332.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04738, over 37.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2868, pruned_loss=0.05791, over 2472952.10 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05968, over 16525.96 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.284, pruned_loss=0.05317, over 2464286.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05205, over 7792.60 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2876, pruned_loss=0.0583, over 2473180.94 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05994, over 17544.94 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 22:59:51,452 INFO [train.py:927] (7/8) Epoch 16, batch 12700, giga_loss[loss=0.2027, simple_loss=0.2864, pruned_loss=0.05945, over 12322.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.02924, over 66.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2859, pruned_loss=0.05672, over 2472610.38 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05807, over 16932.49 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2839, pruned_loss=0.05321, over 2463962.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05172, over 7763.86 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2867, pruned_loss=0.05704, over 2473220.38 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05852, over 17896.53 utterances.], batch size: 66, lr: 2.47e-04
2022-08-30 23:01:34,508 INFO [train.py:927] (7/8) Epoch 16, batch 12750, giga_loss[loss=0.1762, simple_loss=0.2724, pruned_loss=0.03998, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03851, over 113.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2859, pruned_loss=0.05651, over 2473129.13 frames. utt_duration=586.3 frames, utt_pad_proportion=0.0564, over 16915.86 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2838, pruned_loss=0.05328, over 2464048.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05115, over 7745.48 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2866, pruned_loss=0.05675, over 2473646.34 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05709, over 17807.75 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 23:03:13,884 INFO [train.py:927] (7/8) Epoch 16, batch 12800, giga_loss[loss=0.1846, simple_loss=0.2851, pruned_loss=0.04203, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2864, pruned_loss=0.05662, over 2473834.19 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06133, over 16898.00 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2836, pruned_loss=0.05329, over 2464579.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.0503, over 7732.00 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2872, pruned_loss=0.05688, over 2473990.52 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06203, over 17822.48 utterances.], batch size: 75, lr: 2.47e-04
2022-08-30 23:04:57,391 INFO [train.py:927] (7/8) Epoch 16, batch 12850, giga_loss[loss=0.1954, simple_loss=0.2915, pruned_loss=0.04968, over 12316.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03634, over 62.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05745, over 2474465.58 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06038, over 16837.97 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2838, pruned_loss=0.0536, over 2465100.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.04934, over 7717.82 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2891, pruned_loss=0.05745, over 2474352.44 frames. utt_duration=558 frames, utt_pad_proportion=0.06143, over 17784.85 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:06:38,780 INFO [train.py:927] (7/8) Epoch 16, batch 12900, giga_loss[loss=0.2318, simple_loss=0.3061, pruned_loss=0.0788, over 12420.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03895, over 37.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2893, pruned_loss=0.05794, over 2474434.51 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05685, over 16037.69 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2844, pruned_loss=0.05406, over 2465046.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.04828, over 7716.24 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2893, pruned_loss=0.05763, over 2474646.01 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05846, over 17042.38 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 23:08:20,251 INFO [train.py:927] (7/8) Epoch 16, batch 12950, giga_loss[loss=0.2217, simple_loss=0.3032, pruned_loss=0.07011, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06601, over 183.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2884, pruned_loss=0.05778, over 2473930.96 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05335, over 15752.63 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2844, pruned_loss=0.0543, over 2465245.48 frames. utt_duration=1283 frames, utt_pad_proportion=0.0474, over 7692.57 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05742, over 2474133.13 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05526, over 16744.28 utterances.], batch size: 183, lr: 2.47e-04
2022-08-30 23:09:57,600 INFO [train.py:927] (7/8) Epoch 16, batch 13000, giga_loss[loss=0.1972, simple_loss=0.2811, pruned_loss=0.05669, over 12415.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03155, over 80.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2867, pruned_loss=0.05746, over 2473984.88 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05469, over 15772.83 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2849, pruned_loss=0.05496, over 2465319.51 frames. utt_duration=1272 frames, utt_pad_proportion=0.05119, over 7759.96 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2865, pruned_loss=0.05673, over 2474345.76 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05482, over 16751.67 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 23:11:37,105 INFO [train.py:927] (7/8) Epoch 16, batch 13050, giga_loss[loss=0.1997, simple_loss=0.291, pruned_loss=0.05424, over 12357.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2877, pruned_loss=0.0569, over 2473826.17 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06166, over 17189.16 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2849, pruned_loss=0.05513, over 2465349.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05507, over 7817.88 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.0562, over 2474265.15 frames. utt_duration=548 frames, utt_pad_proportion=0.05993, over 18110.90 utterances.], batch size: 364, lr: 2.47e-04
2022-08-30 23:13:15,586 INFO [train.py:927] (7/8) Epoch 16, batch 13100, giga_loss[loss=0.2113, simple_loss=0.2985, pruned_loss=0.06207, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.287, pruned_loss=0.05618, over 2474207.05 frames. utt_duration=575 frames, utt_pad_proportion=0.05804, over 17257.30 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.285, pruned_loss=0.05522, over 2465388.93 frames. utt_duration=1259 frames, utt_pad_proportion=0.0556, over 7842.79 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2869, pruned_loss=0.05557, over 2474553.43 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05665, over 17996.12 utterances.], batch size: 146, lr: 2.47e-04
2022-08-30 23:14:52,015 INFO [train.py:927] (7/8) Epoch 16, batch 13150, giga_loss[loss=0.181, simple_loss=0.26, pruned_loss=0.05105, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0297, over 45.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2859, pruned_loss=0.05678, over 2475346.78 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05541, over 17019.77 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2855, pruned_loss=0.05552, over 2465774.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05514, over 7854.76 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2854, pruned_loss=0.05606, over 2475445.18 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05458, over 17756.76 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 23:16:31,627 INFO [train.py:927] (7/8) Epoch 16, batch 13200, giga_loss[loss=0.2158, simple_loss=0.3095, pruned_loss=0.06103, over 12426.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05596, over 182.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2839, pruned_loss=0.05636, over 2475425.54 frames. utt_duration=591.4 frames, utt_pad_proportion=0.0551, over 16784.86 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2857, pruned_loss=0.05554, over 2466103.24 frames. utt_duration=1260 frames, utt_pad_proportion=0.05359, over 7836.69 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2832, pruned_loss=0.05579, over 2475598.01 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05513, over 17784.89 utterances.], batch size: 182, lr: 2.47e-04
2022-08-30 23:18:10,692 INFO [train.py:927] (7/8) Epoch 16, batch 13250, giga_loss[loss=0.1947, simple_loss=0.276, pruned_loss=0.05672, over 12338.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2822, pruned_loss=0.05586, over 2475068.68 frames. utt_duration=573 frames, utt_pad_proportion=0.05817, over 17323.37 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2854, pruned_loss=0.05558, over 2465910.18 frames. utt_duration=1265 frames, utt_pad_proportion=0.05228, over 7804.65 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2818, pruned_loss=0.05539, over 2475713.50 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05863, over 18513.66 utterances.], batch size: 85, lr: 2.47e-04
2022-08-30 23:19:50,887 INFO [train.py:927] (7/8) Epoch 16, batch 13300, giga_loss[loss=0.1729, simple_loss=0.2534, pruned_loss=0.04617, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03206, over 51.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2784, pruned_loss=0.05428, over 2475431.49 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05771, over 17202.26 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2855, pruned_loss=0.05566, over 2466335.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05155, over 7794.59 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.278, pruned_loss=0.05382, over 2475719.55 frames. utt_duration=542 frames, utt_pad_proportion=0.0584, over 18323.23 utterances.], batch size: 51, lr: 2.47e-04
2022-08-30 23:21:32,434 INFO [train.py:927] (7/8) Epoch 16, batch 13350, libri_loss[loss=0.2122, simple_loss=0.2943, pruned_loss=0.06506, over 12274.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06739, over 51.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2784, pruned_loss=0.05428, over 2474620.38 frames. utt_duration=579.9 frames, utt_pad_proportion=0.0573, over 17112.85 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2855, pruned_loss=0.05592, over 2466087.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05035, over 7774.54 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2778, pruned_loss=0.05362, over 2475397.84 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05841, over 18372.83 utterances.], batch size: 51, lr: 2.47e-04
2022-08-30 23:23:14,620 INFO [train.py:927] (7/8) Epoch 16, batch 13400, giga_loss[loss=0.2195, simple_loss=0.3055, pruned_loss=0.06671, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03907, over 113.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2812, pruned_loss=0.0552, over 2474342.14 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05726, over 17290.40 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2855, pruned_loss=0.05608, over 2465997.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05065, over 7790.79 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2806, pruned_loss=0.05451, over 2475185.49 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05809, over 18440.11 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 23:24:59,174 INFO [train.py:927] (7/8) Epoch 16, batch 13450, giga_loss[loss=0.194, simple_loss=0.2874, pruned_loss=0.05031, over 12384.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04153, over 133.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2846, pruned_loss=0.05648, over 2475011.56 frames. utt_duration=553.5 frames, utt_pad_proportion=0.0603, over 17933.70 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.286, pruned_loss=0.05641, over 2466243.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05098, over 7817.68 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2836, pruned_loss=0.05566, over 2475574.12 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06074, over 18945.66 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:26:45,977 INFO [train.py:927] (7/8) Epoch 16, batch 13500, giga_loss[loss=0.2147, simple_loss=0.3046, pruned_loss=0.06246, over 12358.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2889, pruned_loss=0.05941, over 2474566.28 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05978, over 17840.55 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2863, pruned_loss=0.05664, over 2466134.28 frames. utt_duration=1263 frames, utt_pad_proportion=0.05051, over 7817.37 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2879, pruned_loss=0.05858, over 2475425.87 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06043, over 19026.79 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 23:28:24,521 INFO [train.py:927] (7/8) Epoch 16, batch 13550, giga_loss[loss=0.2411, simple_loss=0.3211, pruned_loss=0.08052, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04459, over 146.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.06204, over 2475051.44 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05878, over 17668.14 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2862, pruned_loss=0.05671, over 2466421.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.04977, over 7804.10 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.293, pruned_loss=0.06139, over 2475612.12 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05971, over 18803.67 utterances.], batch size: 146, lr: 2.47e-04
2022-08-30 23:30:07,348 INFO [train.py:927] (7/8) Epoch 16, batch 13600, giga_loss[loss=0.2275, simple_loss=0.3134, pruned_loss=0.07083, over 12228.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.0311, over 39.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2997, pruned_loss=0.06645, over 2474696.57 frames. utt_duration=548 frames, utt_pad_proportion=0.0597, over 18111.63 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.286, pruned_loss=0.05672, over 2466733.05 frames. utt_duration=1270 frames, utt_pad_proportion=0.04864, over 7780.50 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06615, over 2475134.57 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06092, over 19366.68 utterances.], batch size: 39, lr: 2.47e-04
2022-08-30 23:31:51,495 INFO [train.py:927] (7/8) Epoch 16, batch 13650, giga_loss[loss=0.2224, simple_loss=0.3078, pruned_loss=0.06853, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02262, over 48.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3042, pruned_loss=0.06948, over 2474532.57 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05981, over 17839.12 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2861, pruned_loss=0.05687, over 2466910.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.04761, over 7777.09 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3046, pruned_loss=0.06945, over 2474965.57 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06131, over 19177.93 utterances.], batch size: 48, lr: 2.47e-04
2022-08-30 23:33:37,067 INFO [train.py:927] (7/8) Epoch 16, batch 13700, giga_loss[loss=0.3358, simple_loss=0.3743, pruned_loss=0.1487, over 12367.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3102, pruned_loss=0.07483, over 2474302.25 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06803, over 19359.08 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2859, pruned_loss=0.05689, over 2466915.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.04728, over 7762.35 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3109, pruned_loss=0.07491, over 2474702.77 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06885, over 20517.21 utterances.], batch size: 371, lr: 2.47e-04
2022-08-30 23:35:23,048 INFO [train.py:927] (7/8) Epoch 16, batch 13750, giga_loss[loss=0.2281, simple_loss=0.3198, pruned_loss=0.06826, over 12359.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02657, over 66.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3151, pruned_loss=0.07921, over 2473813.14 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07791, over 20534.89 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2862, pruned_loss=0.05724, over 2466610.82 frames. utt_duration=1267 frames, utt_pad_proportion=0.0504, over 7794.87 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3165, pruned_loss=0.07981, over 2474735.76 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07748, over 21964.99 utterances.], batch size: 66, lr: 2.47e-04
2022-08-30 23:37:07,976 INFO [train.py:927] (7/8) Epoch 16, batch 13800, giga_loss[loss=0.2965, simple_loss=0.3474, pruned_loss=0.1228, over 12353.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3154, pruned_loss=0.08067, over 2474144.95 frames. utt_duration=471 frames, utt_pad_proportion=0.08479, over 21077.72 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2861, pruned_loss=0.05744, over 2466910.21 frames. utt_duration=1257 frames, utt_pad_proportion=0.05401, over 7856.59 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3177, pruned_loss=0.08182, over 2474857.84 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08338, over 22657.72 utterances.], batch size: 373, lr: 2.47e-04
2022-08-30 23:38:52,094 INFO [train.py:927] (7/8) Epoch 16, batch 13850, libri_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07477, over 12486.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006577, over 36.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3162, pruned_loss=0.08126, over 2473230.95 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0887, over 21402.06 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.05739, over 2466850.02 frames. utt_duration=1263 frames, utt_pad_proportion=0.05305, over 7823.54 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3188, pruned_loss=0.08272, over 2473976.58 frames. utt_duration=432 frames, utt_pad_proportion=0.08785, over 22985.58 utterances.], batch size: 36, lr: 2.47e-04
2022-08-30 23:40:36,612 INFO [train.py:927] (7/8) Epoch 16, batch 13900, giga_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06776, over 12362.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04423, over 37.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3185, pruned_loss=0.0821, over 2473288.71 frames. utt_duration=449 frames, utt_pad_proportion=0.08591, over 22104.25 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.286, pruned_loss=0.05744, over 2466840.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.05263, over 7813.33 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3208, pruned_loss=0.08343, over 2473945.70 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08562, over 23485.75 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 23:42:21,816 INFO [train.py:927] (7/8) Epoch 16, batch 13950, giga_loss[loss=0.2079, simple_loss=0.2973, pruned_loss=0.05924, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04, over 113.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3169, pruned_loss=0.08023, over 2473538.44 frames. utt_duration=444 frames, utt_pad_proportion=0.08798, over 22360.06 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2863, pruned_loss=0.05763, over 2467119.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05135, over 7813.81 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3195, pruned_loss=0.08189, over 2474034.89 frames. utt_duration=414.9 frames, utt_pad_proportion=0.0884, over 23934.82 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 23:44:07,551 INFO [train.py:927] (7/8) Epoch 16, batch 14000, giga_loss[loss=0.2277, simple_loss=0.3083, pruned_loss=0.0735, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02909, over 55.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3149, pruned_loss=0.0777, over 2474282.41 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08131, over 21849.44 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2863, pruned_loss=0.05769, over 2467318.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05063, over 7798.60 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3175, pruned_loss=0.07934, over 2474613.76 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08243, over 23352.45 utterances.], batch size: 55, lr: 2.47e-04
2022-08-30 23:45:49,628 INFO [train.py:927] (7/8) Epoch 16, batch 14050, libri_loss[loss=0.1597, simple_loss=0.2366, pruned_loss=0.04145, over 12227.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.06179, over 27.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07633, over 2474454.80 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07694, over 21543.41 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2864, pruned_loss=0.05784, over 2467378.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.04948, over 7770.94 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3156, pruned_loss=0.07813, over 2474887.67 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07875, over 23226.66 utterances.], batch size: 27, lr: 2.47e-04
2022-08-30 23:47:36,028 INFO [train.py:927] (7/8) Epoch 16, batch 14100, giga_loss[loss=0.2045, simple_loss=0.2899, pruned_loss=0.0595, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07629, over 2474001.33 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07181, over 21002.41 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2865, pruned_loss=0.05786, over 2467217.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.0491, over 7762.25 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3152, pruned_loss=0.07785, over 2474542.02 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07378, over 22448.50 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 23:49:30,088 INFO [train.py:927] (7/8) Epoch 16, batch 14150, giga_loss[loss=0.224, simple_loss=0.3186, pruned_loss=0.06472, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3123, pruned_loss=0.07425, over 2474466.20 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06979, over 20372.34 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2867, pruned_loss=0.05809, over 2467572.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05395, over 7847.00 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3145, pruned_loss=0.07563, over 2474697.33 frames. utt_duration=458 frames, utt_pad_proportion=0.07026, over 21680.80 utterances.], batch size: 70, lr: 2.47e-04
2022-08-30 23:51:15,517 INFO [train.py:927] (7/8) Epoch 16, batch 14200, giga_loss[loss=0.2146, simple_loss=0.3067, pruned_loss=0.0612, over 12405.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02428, over 66.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3126, pruned_loss=0.07423, over 2474620.10 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0684, over 19742.16 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2868, pruned_loss=0.05824, over 2467579.13 frames. utt_duration=1265 frames, utt_pad_proportion=0.05308, over 7812.49 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3152, pruned_loss=0.07573, over 2475057.52 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06935, over 21234.03 utterances.], batch size: 66, lr: 2.47e-04
2022-08-30 23:53:02,256 INFO [train.py:927] (7/8) Epoch 16, batch 14250, libri_loss[loss=0.2708, simple_loss=0.3403, pruned_loss=0.1006, over 12408.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.3071, over 113.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3121, pruned_loss=0.07432, over 2475145.98 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07073, over 19995.48 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2873, pruned_loss=0.05865, over 2467762.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.05622, over 7882.34 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3141, pruned_loss=0.07543, over 2475450.56 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07029, over 21322.46 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 23:54:48,544 INFO [train.py:927] (7/8) Epoch 16, batch 14300, giga_loss[loss=0.2138, simple_loss=0.2937, pruned_loss=0.067, over 12141.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03599, over 36.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3102, pruned_loss=0.07409, over 2474617.37 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07099, over 19941.23 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2874, pruned_loss=0.05873, over 2467834.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.05556, over 7867.16 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.312, pruned_loss=0.0751, over 2474884.19 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07088, over 21160.37 utterances.], batch size: 36, lr: 2.47e-04
2022-08-30 23:56:37,049 INFO [train.py:927] (7/8) Epoch 16, batch 14350, giga_loss[loss=0.2187, simple_loss=0.3086, pruned_loss=0.06442, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3103, pruned_loss=0.0736, over 2474115.89 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07629, over 20682.25 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2875, pruned_loss=0.05884, over 2467772.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.05529, over 7853.50 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3118, pruned_loss=0.07443, over 2474441.45 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07608, over 21756.23 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 23:58:22,365 INFO [train.py:927] (7/8) Epoch 16, batch 14400, giga_loss[loss=0.2049, simple_loss=0.2823, pruned_loss=0.0637, over 12383.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02402, over 48.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3083, pruned_loss=0.07258, over 2473966.58 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07601, over 19938.58 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2876, pruned_loss=0.05925, over 2467634.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.05841, over 7886.47 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3101, pruned_loss=0.07326, over 2474546.18 frames. utt_duration=470 frames, utt_pad_proportion=0.07511, over 21122.37 utterances.], batch size: 48, lr: 2.47e-04
2022-08-31 00:00:07,871 INFO [train.py:927] (7/8) Epoch 16, batch 14450, giga_loss[loss=0.2051, simple_loss=0.292, pruned_loss=0.05915, over 12351.00 frames. utt_duration=707 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3074, pruned_loss=0.07226, over 2473920.20 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07441, over 19518.58 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2881, pruned_loss=0.05975, over 2467446.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.06136, over 7941.13 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3088, pruned_loss=0.07264, over 2474685.17 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07281, over 20678.14 utterances.], batch size: 70, lr: 2.47e-04
2022-08-31 00:01:53,290 INFO [train.py:927] (7/8) Epoch 16, batch 14500, giga_loss[loss=0.2226, simple_loss=0.3006, pruned_loss=0.07231, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04512, over 146.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3062, pruned_loss=0.07237, over 2474306.10 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06994, over 19054.88 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2881, pruned_loss=0.05991, over 2467943.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06018, over 7914.81 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3077, pruned_loss=0.07282, over 2474622.23 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06937, over 20255.70 utterances.], batch size: 146, lr: 2.47e-04
2022-08-31 00:03:35,274 INFO [train.py:927] (7/8) Epoch 16, batch 14550, giga_loss[loss=0.1981, simple_loss=0.28, pruned_loss=0.05808, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03028, over 75.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3039, pruned_loss=0.07165, over 2474290.57 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07323, over 19554.27 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2882, pruned_loss=0.06005, over 2467904.74 frames. utt_duration=1241 frames, utt_pad_proportion=0.06318, over 7962.65 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07224, over 2474757.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07188, over 20800.93 utterances.], batch size: 75, lr: 2.47e-04
2022-08-31 00:05:18,949 INFO [train.py:927] (7/8) Epoch 16, batch 14600, giga_loss[loss=0.2506, simple_loss=0.3278, pruned_loss=0.08673, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03638, over 28.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.304, pruned_loss=0.07146, over 2474345.26 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07246, over 19523.43 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2879, pruned_loss=0.06013, over 2468131.35 frames. utt_duration=1250 frames, utt_pad_proportion=0.06086, over 7909.58 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3063, pruned_loss=0.07239, over 2474811.70 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07237, over 21119.54 utterances.], batch size: 28, lr: 2.47e-04
2022-08-31 00:07:10,739 INFO [train.py:927] (7/8) Epoch 16, batch 14650, giga_loss[loss=0.2244, simple_loss=0.3076, pruned_loss=0.07057, over 12457.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03693, over 123.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.305, pruned_loss=0.07128, over 2474835.36 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0674, over 19332.20 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2883, pruned_loss=0.06035, over 2468370.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.06101, over 7935.71 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3068, pruned_loss=0.07196, over 2475074.73 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06766, over 20727.26 utterances.], batch size: 123, lr: 2.47e-04
2022-08-31 00:09:01,299 INFO [train.py:927] (7/8) Epoch 16, batch 14700, giga_loss[loss=0.2822, simple_loss=0.3526, pruned_loss=0.1059, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06895, over 212.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.308, pruned_loss=0.07354, over 2475008.68 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06956, over 20294.17 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2882, pruned_loss=0.06029, over 2468211.33 frames. utt_duration=1247 frames, utt_pad_proportion=0.06078, over 7929.03 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3095, pruned_loss=0.07417, over 2475362.05 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06973, over 21441.58 utterances.], batch size: 212, lr: 2.47e-04
2022-08-31 00:10:48,262 INFO [train.py:927] (7/8) Epoch 16, batch 14750, giga_loss[loss=0.2043, simple_loss=0.2854, pruned_loss=0.06165, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03413, over 37.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.07504, over 2475673.36 frames. utt_duration=474 frames, utt_pad_proportion=0.07311, over 20955.40 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2883, pruned_loss=0.06032, over 2468169.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.06036, over 7934.98 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.31, pruned_loss=0.07571, over 2476088.92 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07329, over 22037.79 utterances.], batch size: 37, lr: 2.47e-04
2022-08-31 00:12:34,964 INFO [train.py:927] (7/8) Epoch 16, batch 14800, giga_loss[loss=0.2114, simple_loss=0.288, pruned_loss=0.06734, over 12380.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03536, over 113.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07509, over 2475664.15 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07217, over 20584.78 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2888, pruned_loss=0.0605, over 2468494.64 frames. utt_duration=1243 frames, utt_pad_proportion=0.05988, over 7952.28 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3094, pruned_loss=0.07573, over 2475829.19 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07264, over 21666.52 utterances.], batch size: 113, lr: 2.47e-04
2022-08-31 00:14:20,739 INFO [train.py:927] (7/8) Epoch 16, batch 14850, giga_loss[loss=0.2185, simple_loss=0.3047, pruned_loss=0.06613, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03247, over 58.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07402, over 2474755.10 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07383, over 20510.81 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06067, over 2468801.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06387, over 8028.65 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.0747, over 2474748.15 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07287, over 21603.92 utterances.], batch size: 58, lr: 2.47e-04
2022-08-31 00:16:07,211 INFO [train.py:927] (7/8) Epoch 16, batch 14900, giga_loss[loss=0.2013, simple_loss=0.287, pruned_loss=0.05781, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.305, pruned_loss=0.07159, over 2474742.18 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07191, over 20213.52 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.289, pruned_loss=0.06073, over 2469128.61 frames. utt_duration=1233 frames, utt_pad_proportion=0.06311, over 8018.30 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07224, over 2474524.51 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07152, over 21245.76 utterances.], batch size: 97, lr: 2.47e-04
2022-08-31 00:17:55,441 INFO [train.py:927] (7/8) Epoch 16, batch 14950, giga_loss[loss=0.2654, simple_loss=0.3327, pruned_loss=0.09907, over 12382.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3035, pruned_loss=0.07138, over 2475533.50 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07039, over 20264.58 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2886, pruned_loss=0.06064, over 2469075.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06177, over 7982.30 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.305, pruned_loss=0.07226, over 2475546.31 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07065, over 21443.50 utterances.], batch size: 161, lr: 2.47e-04
2022-08-31 00:19:43,860 INFO [train.py:927] (7/8) Epoch 16, batch 15000, giga_loss[loss=0.2283, simple_loss=0.3198, pruned_loss=0.06843, over 12388.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0267, over 91.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3053, pruned_loss=0.07184, over 2474988.71 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06552, over 19686.93 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2884, pruned_loss=0.06063, over 2468832.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.0609, over 7948.90 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.07276, over 2475366.27 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06631, over 20880.80 utterances.], batch size: 91, lr: 2.47e-04
2022-08-31 00:19:43,861 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 00:19:57,970 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1734, simple_loss=0.285, pruned_loss=0.03092, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 00:21:40,161 INFO [train.py:927] (7/8) Epoch 16, batch 15050, giga_loss[loss=0.2706, simple_loss=0.3506, pruned_loss=0.09527, over 12401.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05699, over 162.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3082, pruned_loss=0.07228, over 2473993.47 frames. utt_duration=503.6 frames, utt_pad_proportion=0.0704, over 19705.98 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2886, pruned_loss=0.06095, over 2468499.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06258, over 7965.39 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3104, pruned_loss=0.07336, over 2474909.07 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07044, over 21324.76 utterances.], batch size: 162, lr: 2.47e-04
2022-08-31 00:23:23,447 INFO [train.py:927] (7/8) Epoch 16, batch 15100, libri_loss[loss=0.2287, simple_loss=0.3065, pruned_loss=0.07541, over 12466.00 frames. utt_duration=757.1 frames, utt_pad_proportion=0.1387, over 66.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.31, pruned_loss=0.07346, over 2474236.97 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06953, over 19508.25 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.289, pruned_loss=0.06142, over 2468687.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06591, over 8031.18 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3121, pruned_loss=0.0743, over 2474991.54 frames. utt_duration=470 frames, utt_pad_proportion=0.06856, over 21128.89 utterances.], batch size: 66, lr: 2.47e-04
2022-08-31 00:25:11,821 INFO [train.py:927] (7/8) Epoch 16, batch 15150, giga_loss[loss=0.2266, simple_loss=0.3015, pruned_loss=0.07588, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3116, pruned_loss=0.07513, over 2474658.30 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06572, over 19382.69 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2892, pruned_loss=0.06148, over 2468758.14 frames. utt_duration=1231 frames, utt_pad_proportion=0.06547, over 8034.88 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3133, pruned_loss=0.07585, over 2475238.51 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06534, over 20756.27 utterances.], batch size: 80, lr: 2.47e-04
2022-08-31 00:26:52,776 INFO [train.py:927] (7/8) Epoch 16, batch 15200, giga_loss[loss=0.2481, simple_loss=0.3288, pruned_loss=0.08367, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03696, over 123.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3096, pruned_loss=0.07456, over 2474231.01 frames. utt_duration=518.7 frames, utt_pad_proportion=0.0626, over 19133.28 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2887, pruned_loss=0.06132, over 2468741.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06485, over 8023.88 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.0757, over 2474902.07 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06268, over 20592.56 utterances.], batch size: 123, lr: 2.47e-04
2022-08-31 00:28:35,571 INFO [train.py:927] (7/8) Epoch 16, batch 15250, giga_loss[loss=0.2198, simple_loss=0.2938, pruned_loss=0.07291, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03601, over 40.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.07486, over 2474735.06 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06169, over 19193.28 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2888, pruned_loss=0.06149, over 2468637.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.06386, over 7999.38 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3115, pruned_loss=0.07593, over 2475520.29 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06213, over 20635.55 utterances.], batch size: 40, lr: 2.47e-04
2022-08-31 00:30:23,515 INFO [train.py:927] (7/8) Epoch 16, batch 15300, giga_loss[loss=0.2591, simple_loss=0.314, pruned_loss=0.1021, over 12354.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3076, pruned_loss=0.07496, over 2474050.01 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06724, over 19645.78 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06148, over 2468753.74 frames. utt_duration=1236 frames, utt_pad_proportion=0.06374, over 8001.32 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07594, over 2474613.05 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06731, over 20881.96 utterances.], batch size: 365, lr: 2.47e-04
2022-08-31 00:32:05,537 INFO [train.py:927] (7/8) Epoch 16, batch 15350, giga_loss[loss=0.2193, simple_loss=0.3082, pruned_loss=0.0652, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03568, over 122.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3072, pruned_loss=0.07413, over 2474317.27 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06742, over 19487.82 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2883, pruned_loss=0.06136, over 2468588.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06353, over 7992.29 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3096, pruned_loss=0.07523, over 2475015.37 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06758, over 20681.82 utterances.], batch size: 122, lr: 2.47e-04
2022-08-31 00:33:48,519 INFO [train.py:927] (7/8) Epoch 16, batch 15400, giga_loss[loss=0.2123, simple_loss=0.2945, pruned_loss=0.06502, over 12325.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03482, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.309, pruned_loss=0.07538, over 2474870.33 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07312, over 20293.01 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2885, pruned_loss=0.06143, over 2468772.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.06264, over 7984.40 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3112, pruned_loss=0.0765, over 2475412.80 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07329, over 21516.19 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 00:35:31,858 INFO [train.py:927] (7/8) Epoch 16, batch 15450, giga_loss[loss=0.3228, simple_loss=0.3741, pruned_loss=0.1358, over 12374.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07436, over 2474442.19 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07222, over 20156.87 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.288, pruned_loss=0.06128, over 2468572.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06221, over 7968.55 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3117, pruned_loss=0.07575, over 2475229.74 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07262, over 21476.93 utterances.], batch size: 257, lr: 2.46e-04
2022-08-31 00:37:17,389 INFO [train.py:927] (7/8) Epoch 16, batch 15500, giga_loss[loss=0.2618, simple_loss=0.3273, pruned_loss=0.09817, over 12355.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03214, over 51.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3123, pruned_loss=0.07593, over 2473340.06 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07545, over 20766.19 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2884, pruned_loss=0.06164, over 2468488.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06245, over 7983.91 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3143, pruned_loss=0.07683, over 2474069.60 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07555, over 21892.74 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 00:39:00,926 INFO [train.py:927] (7/8) Epoch 16, batch 15550, giga_loss[loss=0.2837, simple_loss=0.3595, pruned_loss=0.104, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3151, pruned_loss=0.07803, over 2473946.66 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07523, over 21088.62 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2884, pruned_loss=0.06156, over 2468363.81 frames. utt_duration=1238 frames, utt_pad_proportion=0.06221, over 7986.42 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3172, pruned_loss=0.07911, over 2474728.34 frames. utt_duration=447 frames, utt_pad_proportion=0.07546, over 22216.21 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 00:40:43,293 INFO [train.py:927] (7/8) Epoch 16, batch 15600, giga_loss[loss=0.2246, simple_loss=0.3154, pruned_loss=0.06697, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03113, over 51.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3149, pruned_loss=0.07815, over 2474621.78 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07563, over 20971.05 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2887, pruned_loss=0.06173, over 2468962.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06516, over 8056.33 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3173, pruned_loss=0.07951, over 2474950.75 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07494, over 22332.56 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 00:42:26,210 INFO [train.py:927] (7/8) Epoch 16, batch 15650, giga_loss[loss=0.2641, simple_loss=0.3388, pruned_loss=0.09464, over 12416.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3144, pruned_loss=0.07722, over 2474012.90 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07601, over 21838.59 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2881, pruned_loss=0.06143, over 2468585.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06452, over 8024.66 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3171, pruned_loss=0.07876, over 2474667.11 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07567, over 23110.15 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 00:44:09,858 INFO [train.py:927] (7/8) Epoch 16, batch 15700, giga_loss[loss=0.2276, simple_loss=0.3087, pruned_loss=0.07324, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3147, pruned_loss=0.07712, over 2474032.54 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07754, over 21806.35 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06158, over 2468665.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06366, over 8045.49 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3176, pruned_loss=0.07873, over 2474656.14 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07761, over 23259.29 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 00:45:50,640 INFO [train.py:927] (7/8) Epoch 16, batch 15750, libri_loss[loss=0.1727, simple_loss=0.2459, pruned_loss=0.0498, over 12254.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.007826, over 28.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3125, pruned_loss=0.07575, over 2473674.92 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07371, over 20907.48 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2881, pruned_loss=0.06159, over 2468483.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06237, over 8005.48 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3158, pruned_loss=0.07745, over 2474485.32 frames. utt_duration=442 frames, utt_pad_proportion=0.0745, over 22470.47 utterances.], batch size: 28, lr: 2.46e-04
2022-08-31 00:47:32,095 INFO [train.py:927] (7/8) Epoch 16, batch 15800, giga_loss[loss=0.1992, simple_loss=0.2782, pruned_loss=0.0601, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07496, over 2474866.65 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07143, over 20045.58 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.288, pruned_loss=0.06166, over 2468881.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.06542, over 8079.60 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3134, pruned_loss=0.07678, over 2475364.34 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07133, over 21707.53 utterances.], batch size: 55, lr: 2.46e-04
2022-08-31 00:49:16,398 INFO [train.py:927] (7/8) Epoch 16, batch 15850, giga_loss[loss=0.2055, simple_loss=0.2832, pruned_loss=0.0639, over 12167.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03402, over 36.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.07508, over 2474830.41 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07366, over 20652.03 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.288, pruned_loss=0.06161, over 2468844.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06495, over 8068.81 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07669, over 2475331.20 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07363, over 22084.24 utterances.], batch size: 36, lr: 2.46e-04
2022-08-31 00:50:55,698 INFO [train.py:927] (7/8) Epoch 16, batch 15900, giga_loss[loss=0.1856, simple_loss=0.2727, pruned_loss=0.04932, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03226, over 40.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3075, pruned_loss=0.07438, over 2474857.04 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07665, over 20827.16 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2878, pruned_loss=0.06167, over 2468839.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06361, over 8025.25 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3107, pruned_loss=0.07602, over 2475422.89 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07707, over 22380.62 utterances.], batch size: 40, lr: 2.46e-04
2022-08-31 00:52:38,142 INFO [train.py:927] (7/8) Epoch 16, batch 15950, giga_loss[loss=0.3403, simple_loss=0.3893, pruned_loss=0.1457, over 12387.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3057, pruned_loss=0.07292, over 2475179.58 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08443, over 22330.56 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06153, over 2469138.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06266, over 7999.91 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3086, pruned_loss=0.07455, over 2475465.83 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08466, over 23835.55 utterances.], batch size: 258, lr: 2.46e-04
2022-08-31 00:54:26,315 INFO [train.py:927] (7/8) Epoch 16, batch 16000, giga_loss[loss=0.1741, simple_loss=0.2506, pruned_loss=0.0488, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02754, over 45.00 utterances.], tot_loss[loss=0.223, simple_loss=0.303, pruned_loss=0.07149, over 2475496.65 frames. utt_duration=470 frames, utt_pad_proportion=0.0776, over 21135.56 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.0615, over 2469090.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.06125, over 7968.36 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3059, pruned_loss=0.07313, over 2475955.06 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07881, over 22751.52 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 00:56:10,921 INFO [train.py:927] (7/8) Epoch 16, batch 16050, giga_loss[loss=0.2181, simple_loss=0.3048, pruned_loss=0.06568, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.0425, over 146.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3042, pruned_loss=0.07225, over 2475613.79 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07585, over 21405.78 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06156, over 2469060.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.061, over 7963.52 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3064, pruned_loss=0.07352, over 2476024.82 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07699, over 22728.55 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 00:57:54,521 INFO [train.py:927] (7/8) Epoch 16, batch 16100, giga_loss[loss=0.2485, simple_loss=0.3251, pruned_loss=0.08593, over 12399.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06523, over 211.00 utterances.], tot_loss[loss=0.225, simple_loss=0.305, pruned_loss=0.07255, over 2475680.35 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07208, over 21123.31 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2874, pruned_loss=0.06148, over 2469394.98 frames. utt_duration=1247 frames, utt_pad_proportion=0.05966, over 7931.01 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3076, pruned_loss=0.07396, over 2475879.57 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07375, over 22579.16 utterances.], batch size: 211, lr: 2.46e-04
2022-08-31 00:59:41,225 INFO [train.py:927] (7/8) Epoch 16, batch 16150, giga_loss[loss=0.2541, simple_loss=0.3375, pruned_loss=0.08533, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3053, pruned_loss=0.07266, over 2475980.03 frames. utt_duration=475 frames, utt_pad_proportion=0.06955, over 20913.66 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2871, pruned_loss=0.06128, over 2469367.65 frames. utt_duration=1250 frames, utt_pad_proportion=0.059, over 7909.15 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.0741, over 2476216.87 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07129, over 22264.63 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 01:01:29,990 INFO [train.py:927] (7/8) Epoch 16, batch 16200, giga_loss[loss=0.2094, simple_loss=0.296, pruned_loss=0.06138, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3074, pruned_loss=0.07411, over 2475478.19 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07075, over 20805.68 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2864, pruned_loss=0.06111, over 2469305.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05807, over 7859.91 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3105, pruned_loss=0.07567, over 2475877.03 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0724, over 22218.47 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:03:21,963 INFO [train.py:927] (7/8) Epoch 16, batch 16250, giga_loss[loss=0.2989, simple_loss=0.3479, pruned_loss=0.1249, over 12356.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2149, over 374.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.0753, over 2475590.62 frames. utt_duration=471 frames, utt_pad_proportion=0.07712, over 21088.88 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06127, over 2469497.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05765, over 7864.02 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3115, pruned_loss=0.07658, over 2475813.90 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07828, over 22381.81 utterances.], batch size: 374, lr: 2.46e-04
2022-08-31 01:05:09,011 INFO [train.py:927] (7/8) Epoch 16, batch 16300, giga_loss[loss=0.2084, simple_loss=0.3009, pruned_loss=0.05797, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03023, over 55.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.07337, over 2476383.15 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07249, over 20989.80 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06124, over 2469667.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05699, over 7850.17 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3111, pruned_loss=0.07457, over 2476486.24 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07393, over 22197.32 utterances.], batch size: 55, lr: 2.46e-04
2022-08-31 01:06:55,472 INFO [train.py:927] (7/8) Epoch 16, batch 16350, giga_loss[loss=0.2408, simple_loss=0.3127, pruned_loss=0.08446, over 12252.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02976, over 42.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3081, pruned_loss=0.07329, over 2475913.61 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07353, over 20880.10 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.287, pruned_loss=0.06162, over 2469536.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.0608, over 7914.02 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.31, pruned_loss=0.07413, over 2476215.73 frames. utt_duration=451.2 frames, utt_pad_proportion=0.0736, over 22022.05 utterances.], batch size: 42, lr: 2.46e-04
2022-08-31 01:08:38,194 INFO [train.py:927] (7/8) Epoch 16, batch 16400, giga_loss[loss=0.2091, simple_loss=0.2947, pruned_loss=0.06179, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04056, over 133.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3067, pruned_loss=0.0731, over 2476154.49 frames. utt_duration=468 frames, utt_pad_proportion=0.07713, over 21229.77 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2872, pruned_loss=0.06167, over 2469732.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05935, over 7899.28 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3088, pruned_loss=0.0741, over 2476437.72 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07761, over 22597.91 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 01:10:22,826 INFO [train.py:927] (7/8) Epoch 16, batch 16450, libri_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06242, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005811, over 35.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3057, pruned_loss=0.0732, over 2476019.41 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08105, over 21220.24 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06155, over 2470039.59 frames. utt_duration=1258 frames, utt_pad_proportion=0.05758, over 7860.86 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.07457, over 2476197.83 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08208, over 22870.86 utterances.], batch size: 35, lr: 2.46e-04
2022-08-31 01:12:09,666 INFO [train.py:927] (7/8) Epoch 16, batch 16500, giga_loss[loss=0.2236, simple_loss=0.3031, pruned_loss=0.07205, over 12472.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03451, over 43.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3059, pruned_loss=0.07364, over 2475611.20 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08179, over 21242.18 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06177, over 2470220.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.0571, over 7856.27 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.308, pruned_loss=0.07463, over 2475650.56 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08279, over 22661.10 utterances.], batch size: 43, lr: 2.46e-04
2022-08-31 01:13:55,409 INFO [train.py:927] (7/8) Epoch 16, batch 16550, libri_loss[loss=0.2212, simple_loss=0.317, pruned_loss=0.06272, over 12215.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008616, over 29.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07468, over 2475508.19 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08134, over 21559.10 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06137, over 2470300.04 frames. utt_duration=1266 frames, utt_pad_proportion=0.05606, over 7811.99 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3096, pruned_loss=0.07625, over 2475639.81 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08268, over 23179.31 utterances.], batch size: 29, lr: 2.46e-04
2022-08-31 01:15:41,519 INFO [train.py:927] (7/8) Epoch 16, batch 16600, giga_loss[loss=0.2236, simple_loss=0.299, pruned_loss=0.07413, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03513, over 43.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3076, pruned_loss=0.07541, over 2476007.64 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08175, over 21875.41 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2873, pruned_loss=0.06171, over 2470570.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.05841, over 7885.54 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3098, pruned_loss=0.07678, over 2476038.15 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08235, over 23558.29 utterances.], batch size: 43, lr: 2.46e-04
2022-08-31 01:17:32,376 INFO [train.py:927] (7/8) Epoch 16, batch 16650, giga_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05328, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04522, over 31.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3083, pruned_loss=0.07537, over 2475016.26 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0805, over 21434.08 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.06198, over 2470583.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.0628, over 7970.66 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3099, pruned_loss=0.07632, over 2475075.60 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07976, over 22803.45 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 01:19:17,738 INFO [train.py:927] (7/8) Epoch 16, batch 16700, giga_loss[loss=0.2135, simple_loss=0.306, pruned_loss=0.06055, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02783, over 70.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3092, pruned_loss=0.07646, over 2475277.00 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08293, over 21675.31 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2879, pruned_loss=0.06214, over 2470951.82 frames. utt_duration=1230 frames, utt_pad_proportion=0.06644, over 8042.83 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3108, pruned_loss=0.07745, over 2475118.19 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08116, over 23081.66 utterances.], batch size: 70, lr: 2.46e-04
2022-08-31 01:21:01,859 INFO [train.py:927] (7/8) Epoch 16, batch 16750, giga_loss[loss=0.2114, simple_loss=0.3014, pruned_loss=0.0607, over 12314.00 frames. utt_duration=850.6 frames, utt_pad_proportion=0.03566, over 58.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3103, pruned_loss=0.07764, over 2474925.02 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08216, over 21323.36 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.288, pruned_loss=0.06216, over 2470987.39 frames. utt_duration=1233 frames, utt_pad_proportion=0.06427, over 8026.54 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07904, over 2474942.91 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08168, over 23032.31 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:22:47,842 INFO [train.py:927] (7/8) Epoch 16, batch 16800, giga_loss[loss=0.2464, simple_loss=0.323, pruned_loss=0.08492, over 12445.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03491, over 123.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07744, over 2474852.49 frames. utt_duration=469.3 frames, utt_pad_proportion=0.08086, over 21159.34 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.288, pruned_loss=0.06215, over 2470979.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.06337, over 8018.19 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07891, over 2474944.86 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08095, over 22819.82 utterances.], batch size: 123, lr: 2.46e-04
2022-08-31 01:24:33,276 INFO [train.py:927] (7/8) Epoch 16, batch 16850, giga_loss[loss=0.2669, simple_loss=0.3249, pruned_loss=0.1044, over 12363.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 370.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.07766, over 2474599.71 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08537, over 21605.64 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06253, over 2471078.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.07111, over 8167.46 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07896, over 2474690.42 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08297, over 23222.29 utterances.], batch size: 370, lr: 2.46e-04
2022-08-31 01:26:18,928 INFO [train.py:927] (7/8) Epoch 16, batch 16900, giga_loss[loss=0.2716, simple_loss=0.3218, pruned_loss=0.1107, over 12326.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3113, pruned_loss=0.07731, over 2473877.54 frames. utt_duration=457 frames, utt_pad_proportion=0.08441, over 21721.50 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06254, over 2471024.51 frames. utt_duration=1211 frames, utt_pad_proportion=0.07077, over 8172.93 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3134, pruned_loss=0.07861, over 2474048.70 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08277, over 23243.89 utterances.], batch size: 368, lr: 2.46e-04
2022-08-31 01:28:07,069 INFO [train.py:927] (7/8) Epoch 16, batch 16950, giga_loss[loss=0.2137, simple_loss=0.2995, pruned_loss=0.06396, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3116, pruned_loss=0.07801, over 2474514.57 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08084, over 21933.74 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06242, over 2471189.88 frames. utt_duration=1216 frames, utt_pad_proportion=0.0698, over 8139.71 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3139, pruned_loss=0.07942, over 2474544.95 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08013, over 23415.32 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:29:51,478 INFO [train.py:927] (7/8) Epoch 16, batch 17000, giga_loss[loss=0.2472, simple_loss=0.3284, pruned_loss=0.08304, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3127, pruned_loss=0.07899, over 2474386.42 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07785, over 21982.85 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06232, over 2471046.85 frames. utt_duration=1218 frames, utt_pad_proportion=0.06904, over 8123.68 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.315, pruned_loss=0.08039, over 2474578.83 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0777, over 23337.97 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 01:31:36,300 INFO [train.py:927] (7/8) Epoch 16, batch 17050, giga_loss[loss=0.2546, simple_loss=0.3239, pruned_loss=0.09269, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3138, pruned_loss=0.07972, over 2474727.02 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08153, over 22477.51 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06255, over 2471438.21 frames. utt_duration=1220 frames, utt_pad_proportion=0.06748, over 8110.28 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3158, pruned_loss=0.08108, over 2474622.43 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08176, over 23947.85 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 01:33:22,383 INFO [train.py:927] (7/8) Epoch 16, batch 17100, giga_loss[loss=0.2293, simple_loss=0.314, pruned_loss=0.07231, over 12336.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07885, over 2474492.09 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08275, over 22139.90 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2887, pruned_loss=0.06279, over 2471304.17 frames. utt_duration=1210 frames, utt_pad_proportion=0.07105, over 8181.54 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.0801, over 2474594.34 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08196, over 23575.88 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:35:07,343 INFO [train.py:927] (7/8) Epoch 16, batch 17150, giga_loss[loss=0.2148, simple_loss=0.298, pruned_loss=0.06585, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3128, pruned_loss=0.07869, over 2474229.70 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08405, over 22666.04 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2891, pruned_loss=0.06299, over 2471460.04 frames. utt_duration=1205 frames, utt_pad_proportion=0.07126, over 8216.54 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.07969, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 01:36:54,066 INFO [train.py:927] (7/8) Epoch 16, batch 17200, giga_loss[loss=0.2251, simple_loss=0.2992, pruned_loss=0.07546, over 12367.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3112, pruned_loss=0.07778, over 2473877.11 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08316, over 22505.28 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2893, pruned_loss=0.0631, over 2471413.41 frames. utt_duration=1206 frames, utt_pad_proportion=0.07041, over 8204.35 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07868, over 2473951.06 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08297, over 23714.37 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 01:38:39,532 INFO [train.py:927] (7/8) Epoch 16, batch 17250, libri_loss[loss=0.2179, simple_loss=0.302, pruned_loss=0.06691, over 12401.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0243, over 43.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3064, pruned_loss=0.07564, over 2473615.81 frames. utt_duration=458 frames, utt_pad_proportion=0.08097, over 21673.62 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06277, over 2471072.82 frames. utt_duration=1211 frames, utt_pad_proportion=0.06905, over 8172.83 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07701, over 2474024.44 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08147, over 23045.39 utterances.], batch size: 43, lr: 2.46e-04
2022-08-31 01:40:23,681 INFO [train.py:927] (7/8) Epoch 16, batch 17300, giga_loss[loss=0.2085, simple_loss=0.2928, pruned_loss=0.06216, over 12261.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02802, over 54.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3051, pruned_loss=0.07477, over 2473972.20 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07936, over 21460.67 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2895, pruned_loss=0.06301, over 2471173.68 frames. utt_duration=1199 frames, utt_pad_proportion=0.07176, over 8255.32 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3064, pruned_loss=0.07586, over 2474263.37 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07897, over 22710.33 utterances.], batch size: 54, lr: 2.46e-04
2022-08-31 01:42:11,137 INFO [train.py:927] (7/8) Epoch 16, batch 17350, giga_loss[loss=0.203, simple_loss=0.2879, pruned_loss=0.05907, over 12397.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09958, over 257.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3033, pruned_loss=0.07137, over 2473770.56 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07709, over 21540.11 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2892, pruned_loss=0.06279, over 2470939.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.06999, over 8207.00 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3051, pruned_loss=0.07277, over 2474283.39 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07752, over 22978.68 utterances.], batch size: 257, lr: 2.46e-04
2022-08-31 01:43:58,220 INFO [train.py:927] (7/8) Epoch 16, batch 17400, giga_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06074, over 12455.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03233, over 86.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3017, pruned_loss=0.06793, over 2474789.92 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07234, over 22357.33 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2889, pruned_loss=0.06266, over 2470797.46 frames. utt_duration=1208 frames, utt_pad_proportion=0.06977, over 8194.96 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.06918, over 2475340.55 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07297, over 23559.30 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:45:44,495 INFO [train.py:927] (7/8) Epoch 16, batch 17450, giga_loss[loss=0.192, simple_loss=0.2882, pruned_loss=0.04787, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07248, over 212.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06544, over 2475680.38 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07132, over 22791.99 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2893, pruned_loss=0.06282, over 2470692.34 frames. utt_duration=1207 frames, utt_pad_proportion=0.06921, over 8194.88 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3017, pruned_loss=0.06638, over 2476326.51 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07207, over 24091.09 utterances.], batch size: 212, lr: 2.46e-04
2022-08-31 01:47:29,422 INFO [train.py:927] (7/8) Epoch 16, batch 17500, giga_loss[loss=0.1925, simple_loss=0.2922, pruned_loss=0.04643, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0323, over 62.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3004, pruned_loss=0.06459, over 2475941.63 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07293, over 23505.09 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2888, pruned_loss=0.06255, over 2470893.03 frames. utt_duration=1213 frames, utt_pad_proportion=0.06795, over 8157.44 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3021, pruned_loss=0.06562, over 2476372.87 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07379, over 24908.34 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:49:13,950 INFO [train.py:927] (7/8) Epoch 16, batch 17550, giga_loss[loss=0.2048, simple_loss=0.291, pruned_loss=0.0593, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2993, pruned_loss=0.06339, over 2476688.81 frames. utt_duration=412.2 frames, utt_pad_proportion=0.07028, over 24116.26 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2887, pruned_loss=0.06246, over 2470942.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.06716, over 8139.15 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3008, pruned_loss=0.0643, over 2477060.50 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07131, over 25461.95 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 01:51:01,474 INFO [train.py:927] (7/8) Epoch 16, batch 17600, giga_loss[loss=0.1763, simple_loss=0.2707, pruned_loss=0.04096, over 12302.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2982, pruned_loss=0.06231, over 2477171.73 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07035, over 24264.06 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2892, pruned_loss=0.06278, over 2470997.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.07056, over 8211.39 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2991, pruned_loss=0.06276, over 2477467.72 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07028, over 25397.78 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:52:43,089 INFO [train.py:927] (7/8) Epoch 16, batch 17650, giga_loss[loss=0.2116, simple_loss=0.2912, pruned_loss=0.06603, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2961, pruned_loss=0.06074, over 2477135.65 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07329, over 24970.92 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2886, pruned_loss=0.06259, over 2471002.85 frames. utt_duration=1210 frames, utt_pad_proportion=0.06941, over 8175.52 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06125, over 2477503.72 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07351, over 26296.26 utterances.], batch size: 258, lr: 2.46e-04
2022-08-31 01:54:26,631 INFO [train.py:927] (7/8) Epoch 16, batch 17700, giga_loss[loss=0.215, simple_loss=0.303, pruned_loss=0.0635, over 12375.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05838, over 2476814.74 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07406, over 25220.37 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2883, pruned_loss=0.06242, over 2470616.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.06896, over 8154.82 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.0589, over 2477510.91 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07434, over 26436.21 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 01:56:13,574 INFO [train.py:927] (7/8) Epoch 16, batch 17750, giga_loss[loss=0.1923, simple_loss=0.2824, pruned_loss=0.0511, over 12453.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2906, pruned_loss=0.05771, over 2476822.52 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07447, over 25298.54 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2885, pruned_loss=0.06262, over 2470864.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06771, over 8139.01 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05783, over 2477312.49 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07505, over 26655.53 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:58:10,688 INFO [train.py:927] (7/8) Epoch 16, batch 17800, giga_loss[loss=0.2079, simple_loss=0.3074, pruned_loss=0.05415, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04243, over 133.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05686, over 2477477.16 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07593, over 25622.13 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2886, pruned_loss=0.06262, over 2470949.12 frames. utt_duration=1206 frames, utt_pad_proportion=0.0715, over 8209.16 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05691, over 2477865.99 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07543, over 26852.17 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 02:00:16,065 INFO [train.py:927] (7/8) Epoch 16, batch 17850, giga_loss[loss=0.1855, simple_loss=0.2803, pruned_loss=0.04536, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05546, over 2477115.68 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07373, over 24995.39 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2886, pruned_loss=0.06264, over 2470939.71 frames. utt_duration=1208 frames, utt_pad_proportion=0.07069, over 8190.10 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2904, pruned_loss=0.05541, over 2477529.44 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07364, over 26210.97 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 02:02:19,746 INFO [train.py:927] (7/8) Epoch 16, batch 17900, giga_loss[loss=0.1691, simple_loss=0.2705, pruned_loss=0.03392, over 12346.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02903, over 66.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2882, pruned_loss=0.05409, over 2477354.82 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07509, over 25472.31 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2884, pruned_loss=0.06244, over 2470854.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06934, over 8147.07 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2889, pruned_loss=0.05402, over 2477937.81 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07535, over 26924.92 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 02:04:25,778 INFO [train.py:927] (7/8) Epoch 16, batch 17950, giga_loss[loss=0.2043, simple_loss=0.2947, pruned_loss=0.05689, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03404, over 113.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05366, over 2477481.88 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07315, over 25070.70 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06256, over 2470996.30 frames. utt_duration=1219 frames, utt_pad_proportion=0.06779, over 8117.02 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05327, over 2478028.68 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07393, over 26714.38 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 02:06:20,950 INFO [train.py:927] (7/8) Epoch 16, batch 18000, libri_loss[loss=0.1875, simple_loss=0.2665, pruned_loss=0.05424, over 12284.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006424, over 32.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2855, pruned_loss=0.05342, over 2477597.72 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07059, over 24774.49 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06248, over 2470885.03 frames. utt_duration=1224 frames, utt_pad_proportion=0.06678, over 8081.99 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05293, over 2478317.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07168, over 26586.46 utterances.], batch size: 32, lr: 2.46e-04
2022-08-31 02:06:20,951 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 02:06:34,986 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1727, simple_loss=0.2827, pruned_loss=0.03135, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 02:08:43,348 INFO [train.py:927] (7/8) Epoch 16, batch 18050, giga_loss[loss=0.184, simple_loss=0.2818, pruned_loss=0.04311, over 12384.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05519, over 181.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.05284, over 2477465.67 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06861, over 24206.71 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06239, over 2470528.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06608, over 8070.03 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2863, pruned_loss=0.05227, over 2478532.81 frames. utt_duration=381 frames, utt_pad_proportion=0.06985, over 26112.49 utterances.], batch size: 181, lr: 2.46e-04
2022-08-31 02:10:46,814 INFO [train.py:927] (7/8) Epoch 16, batch 18100, giga_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05988, over 12405.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0296, over 97.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.285, pruned_loss=0.05262, over 2477004.12 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06584, over 23738.73 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.0624, over 2470378.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.06579, over 8076.99 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05194, over 2478161.59 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06713, over 25625.29 utterances.], batch size: 97, lr: 2.46e-04
2022-08-31 02:12:47,744 INFO [train.py:927] (7/8) Epoch 16, batch 18150, giga_loss[loss=0.2096, simple_loss=0.3114, pruned_loss=0.05387, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2879, pruned_loss=0.05216, over 2477251.69 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06803, over 24753.40 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06239, over 2470306.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06608, over 8091.27 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2883, pruned_loss=0.05153, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 02:15:00,396 INFO [train.py:927] (7/8) Epoch 16, batch 18200, libri_loss[loss=0.2294, simple_loss=0.3008, pruned_loss=0.07907, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004984, over 35.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2892, pruned_loss=0.05147, over 2477637.87 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06442, over 23919.38 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06259, over 2470425.54 frames. utt_duration=1219 frames, utt_pad_proportion=0.06585, over 8115.04 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2893, pruned_loss=0.05058, over 2478475.72 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06534, over 25481.91 utterances.], batch size: 35, lr: 2.46e-04
2022-08-31 02:17:03,831 INFO [train.py:927] (7/8) Epoch 16, batch 18250, giga_loss[loss=0.1776, simple_loss=0.2708, pruned_loss=0.04223, over 12368.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2896, pruned_loss=0.05177, over 2477808.82 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06382, over 23747.34 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06297, over 2470646.75 frames. utt_duration=1208 frames, utt_pad_proportion=0.06924, over 8189.89 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2891, pruned_loss=0.05051, over 2478401.93 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06356, over 25205.74 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 02:19:31,571 INFO [train.py:927] (7/8) Epoch 16, batch 18300, giga_loss[loss=0.164, simple_loss=0.2589, pruned_loss=0.03453, over 12405.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2889, pruned_loss=0.05213, over 2477688.52 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06369, over 23335.93 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06295, over 2470426.76 frames. utt_duration=1210 frames, utt_pad_proportion=0.06892, over 8176.33 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2884, pruned_loss=0.05091, over 2478510.28 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06354, over 24845.06 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 02:21:41,070 INFO [train.py:927] (7/8) Epoch 16, batch 18350, giga_loss[loss=0.1513, simple_loss=0.2365, pruned_loss=0.03308, over 12373.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2082, over 371.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2859, pruned_loss=0.05108, over 2477786.43 frames. utt_duration=428.6 frames, utt_pad_proportion=0.063, over 23188.53 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.0629, over 2470393.12 frames. utt_duration=1213 frames, utt_pad_proportion=0.06845, over 8157.62 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2857, pruned_loss=0.05007, over 2478536.59 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06304, over 24535.85 utterances.], batch size: 371, lr: 2.46e-04
2022-08-31 02:23:44,212 INFO [train.py:927] (7/8) Epoch 16, batch 18400, giga_loss[loss=0.2252, simple_loss=0.3228, pruned_loss=0.06382, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03072, over 122.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2858, pruned_loss=0.05111, over 2477362.66 frames. utt_duration=424 frames, utt_pad_proportion=0.06176, over 23437.62 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06278, over 2469884.85 frames. utt_duration=1216 frames, utt_pad_proportion=0.06774, over 8134.37 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2859, pruned_loss=0.05025, over 2478474.02 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06202, over 24709.63 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:25:48,398 INFO [train.py:927] (7/8) Epoch 16, batch 18450, giga_loss[loss=0.1926, simple_loss=0.2799, pruned_loss=0.05263, over 12336.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2862, pruned_loss=0.05177, over 2477330.06 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06094, over 23650.28 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06262, over 2469749.37 frames. utt_duration=1219 frames, utt_pad_proportion=0.0673, over 8113.09 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2864, pruned_loss=0.05115, over 2478390.45 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0613, over 24807.18 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 02:27:51,514 INFO [train.py:927] (7/8) Epoch 16, batch 18500, giga_loss[loss=0.2019, simple_loss=0.2994, pruned_loss=0.05226, over 12405.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04983, over 34.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05198, over 2476958.12 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06515, over 23977.38 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2879, pruned_loss=0.06254, over 2469565.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06633, over 8084.06 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2857, pruned_loss=0.05136, over 2478078.69 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0655, over 25193.30 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 02:30:10,185 INFO [train.py:927] (7/8) Epoch 16, batch 18550, giga_loss[loss=0.1722, simple_loss=0.2609, pruned_loss=0.04177, over 12381.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2868, pruned_loss=0.05174, over 2477132.93 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06348, over 23625.58 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.0625, over 2469498.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.06555, over 8068.85 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.287, pruned_loss=0.05114, over 2478203.26 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06404, over 24812.95 utterances.], batch size: 359, lr: 2.46e-04
2022-08-31 02:32:16,456 INFO [train.py:927] (7/8) Epoch 16, batch 18600, giga_loss[loss=0.1608, simple_loss=0.2448, pruned_loss=0.03843, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02929, over 42.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.0513, over 2477647.83 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06374, over 23452.94 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2876, pruned_loss=0.06243, over 2469613.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06403, over 8031.01 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2839, pruned_loss=0.05054, over 2478652.79 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06459, over 24916.64 utterances.], batch size: 42, lr: 2.46e-04
2022-08-31 02:34:15,809 INFO [train.py:927] (7/8) Epoch 16, batch 18650, giga_loss[loss=0.2014, simple_loss=0.2964, pruned_loss=0.05321, over 12410.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2822, pruned_loss=0.05165, over 2478030.63 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06633, over 23731.29 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2886, pruned_loss=0.06316, over 2469720.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.07217, over 8205.82 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2815, pruned_loss=0.05012, over 2478962.83 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06465, over 25168.38 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 02:36:08,887 INFO [train.py:927] (7/8) Epoch 16, batch 18700, giga_loss[loss=0.1444, simple_loss=0.2331, pruned_loss=0.02783, over 12391.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1764, over 357.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2824, pruned_loss=0.05193, over 2477508.97 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06871, over 23980.17 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06341, over 2469662.48 frames. utt_duration=1200 frames, utt_pad_proportion=0.07455, over 8241.40 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.0501, over 2478568.24 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06637, over 25581.63 utterances.], batch size: 357, lr: 2.46e-04
2022-08-31 02:38:12,750 INFO [train.py:927] (7/8) Epoch 16, batch 18750, giga_loss[loss=0.1874, simple_loss=0.265, pruned_loss=0.05486, over 12369.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2806, pruned_loss=0.05073, over 2477726.02 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07167, over 25251.06 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2884, pruned_loss=0.06323, over 2469726.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.07388, over 8221.88 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2801, pruned_loss=0.04929, over 2478628.80 frames. utt_duration=371.9 frames, utt_pad_proportion=0.0699, over 26747.13 utterances.], batch size: 364, lr: 2.45e-04
2022-08-31 02:40:30,671 INFO [train.py:927] (7/8) Epoch 16, batch 18800, libri_loss[loss=0.2075, simple_loss=0.3033, pruned_loss=0.05585, over 12357.00 frames. utt_duration=762.1 frames, utt_pad_proportion=0.1329, over 65.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.281, pruned_loss=0.05039, over 2477771.06 frames. utt_duration=411 frames, utt_pad_proportion=0.06767, over 24185.05 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2889, pruned_loss=0.06331, over 2469814.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07415, over 8270.31 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2799, pruned_loss=0.04892, over 2478555.69 frames. utt_duration=388 frames, utt_pad_proportion=0.06623, over 25628.34 utterances.], batch size: 65, lr: 2.45e-04
2022-08-31 02:42:31,411 INFO [train.py:927] (7/8) Epoch 16, batch 18850, giga_loss[loss=0.1887, simple_loss=0.2737, pruned_loss=0.05186, over 12430.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2813, pruned_loss=0.05099, over 2478065.57 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06892, over 24762.80 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06341, over 2469775.30 frames. utt_duration=1185 frames, utt_pad_proportion=0.07781, over 8344.21 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2801, pruned_loss=0.04965, over 2478781.74 frames. utt_duration=383 frames, utt_pad_proportion=0.06675, over 25970.92 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 02:44:25,700 INFO [train.py:927] (7/8) Epoch 16, batch 18900, giga_loss[loss=0.1885, simple_loss=0.2884, pruned_loss=0.04433, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.0503, over 2478148.51 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06652, over 24882.55 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06352, over 2469763.16 frames. utt_duration=1175 frames, utt_pad_proportion=0.08082, over 8417.26 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2802, pruned_loss=0.04893, over 2478863.05 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06391, over 26055.49 utterances.], batch size: 97, lr: 2.45e-04
2022-08-31 02:46:22,172 INFO [train.py:927] (7/8) Epoch 16, batch 18950, giga_loss[loss=0.18, simple_loss=0.2804, pruned_loss=0.03977, over 12393.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2833, pruned_loss=0.05067, over 2477696.03 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06784, over 24746.36 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2896, pruned_loss=0.06366, over 2469855.07 frames. utt_duration=1180 frames, utt_pad_proportion=0.07927, over 8385.03 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.282, pruned_loss=0.04909, over 2478407.10 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06602, over 26144.29 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 02:48:21,432 INFO [train.py:927] (7/8) Epoch 16, batch 19000, giga_loss[loss=0.1998, simple_loss=0.2923, pruned_loss=0.05363, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03865, over 133.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05061, over 2477285.16 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06654, over 24744.10 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06341, over 2469657.62 frames. utt_duration=1186 frames, utt_pad_proportion=0.07788, over 8337.90 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2824, pruned_loss=0.04928, over 2478206.45 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06549, over 26270.96 utterances.], batch size: 133, lr: 2.45e-04
2022-08-31 02:50:22,424 INFO [train.py:927] (7/8) Epoch 16, batch 19050, giga_loss[loss=0.1776, simple_loss=0.2677, pruned_loss=0.04372, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05006, over 2477495.33 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06797, over 25213.30 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2888, pruned_loss=0.06325, over 2469887.86 frames. utt_duration=1194 frames, utt_pad_proportion=0.07592, over 8286.93 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2808, pruned_loss=0.04871, over 2478255.19 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06756, over 27039.93 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 02:52:20,558 INFO [train.py:927] (7/8) Epoch 16, batch 19100, giga_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.06571, over 12398.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.281, pruned_loss=0.05034, over 2477014.91 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06924, over 24787.31 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06333, over 2469664.22 frames. utt_duration=1193 frames, utt_pad_proportion=0.07542, over 8289.59 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2804, pruned_loss=0.04903, over 2477906.12 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06894, over 26448.67 utterances.], batch size: 256, lr: 2.45e-04
2022-08-31 02:54:21,509 INFO [train.py:927] (7/8) Epoch 16, batch 19150, giga_loss[loss=0.2007, simple_loss=0.2831, pruned_loss=0.05911, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03039, over 80.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05079, over 2477187.89 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06442, over 23699.60 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.06301, over 2469317.44 frames. utt_duration=1204 frames, utt_pad_proportion=0.0739, over 8211.74 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2818, pruned_loss=0.04962, over 2478486.09 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06485, over 25635.50 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 02:56:17,543 INFO [train.py:927] (7/8) Epoch 16, batch 19200, giga_loss[loss=0.1942, simple_loss=0.2947, pruned_loss=0.04683, over 12339.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.0313, over 70.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2836, pruned_loss=0.05158, over 2477438.04 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06426, over 23578.72 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06316, over 2469501.95 frames. utt_duration=1206 frames, utt_pad_proportion=0.07303, over 8198.59 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05034, over 2478404.42 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06486, over 25346.71 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 02:58:32,460 INFO [train.py:927] (7/8) Epoch 16, batch 19250, giga_loss[loss=0.1702, simple_loss=0.263, pruned_loss=0.03866, over 12364.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03111, over 51.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2854, pruned_loss=0.05247, over 2477781.95 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06688, over 24172.93 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06331, over 2469625.10 frames. utt_duration=1212 frames, utt_pad_proportion=0.07121, over 8157.43 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2849, pruned_loss=0.05099, over 2478703.93 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06766, over 26135.98 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 03:00:35,376 INFO [train.py:927] (7/8) Epoch 16, batch 19300, giga_loss[loss=0.1922, simple_loss=0.2782, pruned_loss=0.05306, over 12371.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1815, over 359.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2847, pruned_loss=0.05255, over 2477979.01 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07228, over 25229.97 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.06322, over 2469543.23 frames. utt_duration=1213 frames, utt_pad_proportion=0.07012, over 8151.29 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2842, pruned_loss=0.05127, over 2478937.71 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07283, over 27087.93 utterances.], batch size: 359, lr: 2.45e-04
2022-08-31 03:02:44,073 INFO [train.py:927] (7/8) Epoch 16, batch 19350, libri_loss[loss=0.1821, simple_loss=0.2772, pruned_loss=0.04357, over 12182.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.03848, over 27.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05306, over 2477939.98 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07148, over 25340.17 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2886, pruned_loss=0.06314, over 2469423.57 frames. utt_duration=1215 frames, utt_pad_proportion=0.06978, over 8139.76 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2842, pruned_loss=0.05204, over 2478899.18 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07205, over 26968.69 utterances.], batch size: 27, lr: 2.45e-04
2022-08-31 03:04:43,029 INFO [train.py:927] (7/8) Epoch 16, batch 19400, giga_loss[loss=0.2133, simple_loss=0.3104, pruned_loss=0.05804, over 12456.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04774, over 162.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2838, pruned_loss=0.05251, over 2477460.83 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07264, over 25333.18 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2889, pruned_loss=0.0632, over 2469347.18 frames. utt_duration=1215 frames, utt_pad_proportion=0.06893, over 8142.07 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05145, over 2478421.74 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07326, over 26929.70 utterances.], batch size: 162, lr: 2.45e-04
2022-08-31 03:06:43,575 INFO [train.py:927] (7/8) Epoch 16, batch 19450, giga_loss[loss=0.1959, simple_loss=0.2898, pruned_loss=0.05104, over 12467.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02406, over 80.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2847, pruned_loss=0.05134, over 2477717.27 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07206, over 25007.23 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.0633, over 2469390.05 frames. utt_duration=1202 frames, utt_pad_proportion=0.0731, over 8230.06 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2837, pruned_loss=0.05026, over 2478550.16 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07147, over 26418.79 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:08:42,100 INFO [train.py:927] (7/8) Epoch 16, batch 19500, giga_loss[loss=0.1787, simple_loss=0.2752, pruned_loss=0.04111, over 12340.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03053, over 70.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.286, pruned_loss=0.0511, over 2477982.64 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07315, over 24558.04 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2899, pruned_loss=0.06358, over 2469699.88 frames. utt_duration=1189 frames, utt_pad_proportion=0.07633, over 8318.53 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2845, pruned_loss=0.04971, over 2478567.96 frames. utt_duration=383 frames, utt_pad_proportion=0.07165, over 25971.05 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 03:10:48,289 INFO [train.py:927] (7/8) Epoch 16, batch 19550, giga_loss[loss=0.182, simple_loss=0.2775, pruned_loss=0.04328, over 12370.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2854, pruned_loss=0.05096, over 2478040.87 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07158, over 24393.05 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2897, pruned_loss=0.06355, over 2469575.60 frames. utt_duration=1192 frames, utt_pad_proportion=0.07551, over 8295.19 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2842, pruned_loss=0.04954, over 2478836.73 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07068, over 25983.56 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 03:13:03,783 INFO [train.py:927] (7/8) Epoch 16, batch 19600, giga_loss[loss=0.1939, simple_loss=0.2911, pruned_loss=0.04835, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03869, over 113.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2853, pruned_loss=0.0502, over 2477937.16 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06664, over 23892.29 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.06315, over 2469417.88 frames. utt_duration=1202 frames, utt_pad_proportion=0.07367, over 8229.89 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2849, pruned_loss=0.049, over 2478968.97 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06669, over 25737.91 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:15:15,926 INFO [train.py:927] (7/8) Epoch 16, batch 19650, giga_loss[loss=0.2014, simple_loss=0.303, pruned_loss=0.04987, over 12456.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.02582, over 122.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2874, pruned_loss=0.0508, over 2477062.04 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06517, over 23171.07 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06304, over 2469184.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07206, over 8192.10 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2873, pruned_loss=0.04956, over 2478354.20 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06573, over 25176.65 utterances.], batch size: 122, lr: 2.45e-04
2022-08-31 03:17:37,085 INFO [train.py:927] (7/8) Epoch 16, batch 19700, giga_loss[loss=0.1958, simple_loss=0.2831, pruned_loss=0.05422, over 12414.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06628, over 212.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.287, pruned_loss=0.05072, over 2477106.84 frames. utt_duration=416.6 frames, utt_pad_proportion=0.0674, over 23849.39 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.0632, over 2469075.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.0715, over 8185.21 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2867, pruned_loss=0.04952, over 2478270.18 frames. utt_duration=389 frames, utt_pad_proportion=0.06783, over 25559.71 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 03:19:48,492 INFO [train.py:927] (7/8) Epoch 16, batch 19750, giga_loss[loss=0.1888, simple_loss=0.2855, pruned_loss=0.04604, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2855, pruned_loss=0.04972, over 2477073.76 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06653, over 23113.75 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2895, pruned_loss=0.06347, over 2469056.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.07439, over 8256.28 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2848, pruned_loss=0.04832, over 2478154.81 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06607, over 24674.82 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 03:21:52,124 INFO [train.py:927] (7/8) Epoch 16, batch 19800, giga_loss[loss=0.1994, simple_loss=0.2999, pruned_loss=0.04945, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2859, pruned_loss=0.04988, over 2477343.99 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06542, over 23095.36 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06325, over 2468886.76 frames. utt_duration=1201 frames, utt_pad_proportion=0.07403, over 8229.79 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2856, pruned_loss=0.04885, over 2478418.18 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0652, over 24480.04 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:23:47,999 INFO [train.py:927] (7/8) Epoch 16, batch 19850, giga_loss[loss=0.1855, simple_loss=0.2749, pruned_loss=0.04806, over 12443.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.03327, over 92.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2855, pruned_loss=0.0501, over 2477031.95 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06684, over 22938.65 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2891, pruned_loss=0.06306, over 2468806.82 frames. utt_duration=1210 frames, utt_pad_proportion=0.07237, over 8169.61 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2853, pruned_loss=0.04905, over 2478259.14 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06702, over 24568.70 utterances.], batch size: 92, lr: 2.45e-04
2022-08-31 03:25:46,148 INFO [train.py:927] (7/8) Epoch 16, batch 19900, giga_loss[loss=0.1653, simple_loss=0.2609, pruned_loss=0.03485, over 12398.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07412, over 212.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.284, pruned_loss=0.04993, over 2476789.73 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06834, over 23549.06 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.063, over 2468494.75 frames. utt_duration=1213 frames, utt_pad_proportion=0.07083, over 8149.76 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2838, pruned_loss=0.0488, over 2478319.53 frames. utt_duration=393.2 frames, utt_pad_proportion=0.0688, over 25290.66 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 03:27:31,659 INFO [train.py:927] (7/8) Epoch 16, batch 19950, giga_loss[loss=0.2612, simple_loss=0.3382, pruned_loss=0.09214, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02552, over 48.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2887, pruned_loss=0.05255, over 2476782.78 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06579, over 22725.19 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06323, over 2468500.72 frames. utt_duration=1216 frames, utt_pad_proportion=0.06945, over 8127.79 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2883, pruned_loss=0.05111, over 2478215.73 frames. utt_duration=405 frames, utt_pad_proportion=0.06674, over 24552.18 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 03:29:15,486 INFO [train.py:927] (7/8) Epoch 16, batch 20000, giga_loss[loss=0.1884, simple_loss=0.2764, pruned_loss=0.05021, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2926, pruned_loss=0.05553, over 2476317.26 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0708, over 22981.06 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06325, over 2468879.57 frames. utt_duration=1208 frames, utt_pad_proportion=0.07225, over 8186.14 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2924, pruned_loss=0.05413, over 2477327.20 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07046, over 24803.47 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:30:59,550 INFO [train.py:927] (7/8) Epoch 16, batch 20050, giga_loss[loss=0.2158, simple_loss=0.3103, pruned_loss=0.06061, over 12426.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06184, over 183.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2883, pruned_loss=0.05448, over 2475754.01 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07565, over 22852.74 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06344, over 2468758.95 frames. utt_duration=1199 frames, utt_pad_proportion=0.07551, over 8247.03 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.288, pruned_loss=0.05309, over 2476758.35 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07405, over 24433.26 utterances.], batch size: 183, lr: 2.45e-04
2022-08-31 03:32:41,632 INFO [train.py:927] (7/8) Epoch 16, batch 20100, giga_loss[loss=0.1823, simple_loss=0.2632, pruned_loss=0.05071, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02586, over 48.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.282, pruned_loss=0.05258, over 2475277.73 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07426, over 22189.36 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.06329, over 2468531.24 frames. utt_duration=1202 frames, utt_pad_proportion=0.07427, over 8227.84 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2817, pruned_loss=0.05127, over 2476502.14 frames. utt_duration=415.3 frames, utt_pad_proportion=0.0734, over 23931.89 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 03:34:23,965 INFO [train.py:927] (7/8) Epoch 16, batch 20150, giga_loss[loss=0.1686, simple_loss=0.2539, pruned_loss=0.04162, over 12311.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03243, over 48.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2754, pruned_loss=0.05038, over 2476044.72 frames. utt_duration=474.4 frames, utt_pad_proportion=0.0718, over 20936.92 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06315, over 2468841.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.07606, over 8262.58 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2749, pruned_loss=0.04904, over 2477027.86 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07074, over 22813.67 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 03:36:08,846 INFO [train.py:927] (7/8) Epoch 16, batch 20200, giga_loss[loss=0.1454, simple_loss=0.2334, pruned_loss=0.02865, over 12417.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03177, over 80.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2704, pruned_loss=0.0487, over 2475815.03 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07197, over 20886.92 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06308, over 2468731.86 frames. utt_duration=1197 frames, utt_pad_proportion=0.07534, over 8258.82 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2697, pruned_loss=0.04738, over 2476881.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07132, over 22677.42 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:37:54,187 INFO [train.py:927] (7/8) Epoch 16, batch 20250, giga_loss[loss=0.1514, simple_loss=0.2332, pruned_loss=0.03478, over 12394.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03648, over 37.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2658, pruned_loss=0.04712, over 2474540.51 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06857, over 19888.47 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2885, pruned_loss=0.063, over 2468535.09 frames. utt_duration=1203 frames, utt_pad_proportion=0.07427, over 8217.59 utterances.], giga_tot_loss[loss=0.1784, simple_loss=0.2653, pruned_loss=0.04582, over 2475714.35 frames. utt_duration=459.3 frames, utt_pad_proportion=0.06862, over 21627.55 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 03:39:39,080 INFO [train.py:927] (7/8) Epoch 16, batch 20300, giga_loss[loss=0.1585, simple_loss=0.2395, pruned_loss=0.03876, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.1764, simple_loss=0.2616, pruned_loss=0.04561, over 2473747.16 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06983, over 19291.76 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06289, over 2468388.32 frames. utt_duration=1201 frames, utt_pad_proportion=0.07604, over 8229.14 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2604, pruned_loss=0.04406, over 2475018.08 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06895, over 21090.71 utterances.], batch size: 363, lr: 2.45e-04
2022-08-31 03:41:22,748 INFO [train.py:927] (7/8) Epoch 16, batch 20350, giga_loss[loss=0.1621, simple_loss=0.2494, pruned_loss=0.03744, over 12359.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04007, over 145.00 utterances.], tot_loss[loss=0.1725, simple_loss=0.2569, pruned_loss=0.04399, over 2473738.62 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07365, over 19844.57 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06288, over 2468604.43 frames. utt_duration=1200 frames, utt_pad_proportion=0.07548, over 8235.62 utterances.], giga_tot_loss[loss=0.1704, simple_loss=0.2556, pruned_loss=0.04253, over 2474625.63 frames. utt_duration=464 frames, utt_pad_proportion=0.07282, over 21399.95 utterances.], batch size: 145, lr: 2.45e-04
2022-08-31 03:43:06,790 INFO [train.py:927] (7/8) Epoch 16, batch 20400, giga_loss[loss=0.1883, simple_loss=0.274, pruned_loss=0.05133, over 12421.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.1698, simple_loss=0.2535, pruned_loss=0.04305, over 2473887.80 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07286, over 19487.29 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.063, over 2468540.76 frames. utt_duration=1192 frames, utt_pad_proportion=0.07886, over 8292.20 utterances.], giga_tot_loss[loss=0.1673, simple_loss=0.2519, pruned_loss=0.04141, over 2474753.69 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07091, over 20871.37 utterances.], batch size: 133, lr: 2.45e-04
2022-08-31 03:44:51,146 INFO [train.py:927] (7/8) Epoch 16, batch 20450, giga_loss[loss=0.2166, simple_loss=0.311, pruned_loss=0.0611, over 12369.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.2614, pruned_loss=0.04649, over 2473715.36 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06735, over 19283.49 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06276, over 2468345.48 frames. utt_duration=1198 frames, utt_pad_proportion=0.07778, over 8250.64 utterances.], giga_tot_loss[loss=0.175, simple_loss=0.2598, pruned_loss=0.04506, over 2474658.96 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06645, over 20606.07 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 03:46:36,571 INFO [train.py:927] (7/8) Epoch 16, batch 20500, giga_loss[loss=0.2289, simple_loss=0.3219, pruned_loss=0.06799, over 12410.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03779, over 113.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2725, pruned_loss=0.05136, over 2474208.17 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06338, over 19018.55 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.0627, over 2468220.93 frames. utt_duration=1202 frames, utt_pad_proportion=0.0766, over 8222.86 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2708, pruned_loss=0.05004, over 2475176.45 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06323, over 20286.32 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:48:23,044 INFO [train.py:927] (7/8) Epoch 16, batch 20550, giga_loss[loss=0.2103, simple_loss=0.3073, pruned_loss=0.05663, over 12384.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0645, over 183.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.278, pruned_loss=0.05286, over 2473659.80 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06659, over 19409.33 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06274, over 2468259.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07593, over 8221.60 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2764, pruned_loss=0.05166, over 2474481.65 frames. utt_duration=483 frames, utt_pad_proportion=0.06646, over 20556.26 utterances.], batch size: 183, lr: 2.45e-04
2022-08-31 03:50:08,810 INFO [train.py:927] (7/8) Epoch 16, batch 20600, giga_loss[loss=0.2047, simple_loss=0.2811, pruned_loss=0.06412, over 12407.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.0399, over 40.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2809, pruned_loss=0.05426, over 2473553.96 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07023, over 19325.54 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06272, over 2468301.14 frames. utt_duration=1205 frames, utt_pad_proportion=0.07473, over 8202.32 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2795, pruned_loss=0.05314, over 2474272.75 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07029, over 20448.45 utterances.], batch size: 40, lr: 2.45e-04
2022-08-31 03:51:58,600 INFO [train.py:927] (7/8) Epoch 16, batch 20650, giga_loss[loss=0.2034, simple_loss=0.2974, pruned_loss=0.05467, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2842, pruned_loss=0.05553, over 2472711.98 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06506, over 18135.94 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06265, over 2468234.33 frames. utt_duration=1205 frames, utt_pad_proportion=0.0742, over 8206.43 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2831, pruned_loss=0.05452, over 2473463.07 frames. utt_duration=515 frames, utt_pad_proportion=0.06552, over 19267.54 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:53:41,513 INFO [train.py:927] (7/8) Epoch 16, batch 20700, giga_loss[loss=0.2086, simple_loss=0.3013, pruned_loss=0.05791, over 12425.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03271, over 80.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2894, pruned_loss=0.05721, over 2473778.51 frames. utt_duration=534 frames, utt_pad_proportion=0.06475, over 18583.85 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06281, over 2468351.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.07465, over 8257.87 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2881, pruned_loss=0.05614, over 2474385.13 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06489, over 19667.22 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:55:24,251 INFO [train.py:927] (7/8) Epoch 16, batch 20750, giga_loss[loss=0.217, simple_loss=0.3018, pruned_loss=0.06606, over 12368.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2915, pruned_loss=0.05734, over 2473382.76 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06286, over 18138.48 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06281, over 2468230.48 frames. utt_duration=1190 frames, utt_pad_proportion=0.07755, over 8305.96 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05636, over 2474099.93 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06183, over 19181.07 utterances.], batch size: 182, lr: 2.45e-04
2022-08-31 03:57:06,680 INFO [train.py:927] (7/8) Epoch 16, batch 20800, libri_loss[loss=0.2692, simple_loss=0.3415, pruned_loss=0.09838, over 12381.00 frames. utt_duration=414.4 frames, utt_pad_proportion=0.3464, over 120.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2918, pruned_loss=0.05668, over 2473909.83 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06336, over 17908.97 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06277, over 2468256.67 frames. utt_duration=1182 frames, utt_pad_proportion=0.08041, over 8362.03 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2913, pruned_loss=0.05577, over 2474593.57 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06095, over 18954.66 utterances.], batch size: 120, lr: 2.45e-04
2022-08-31 03:58:50,324 INFO [train.py:927] (7/8) Epoch 16, batch 20850, giga_loss[loss=0.2144, simple_loss=0.304, pruned_loss=0.0624, over 12284.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.0262, over 54.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2932, pruned_loss=0.05762, over 2473720.99 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05833, over 17065.78 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06288, over 2468161.12 frames. utt_duration=1183 frames, utt_pad_proportion=0.07936, over 8358.46 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05661, over 2474523.67 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05675, over 18152.64 utterances.], batch size: 54, lr: 2.45e-04
2022-08-31 04:00:37,869 INFO [train.py:927] (7/8) Epoch 16, batch 20900, giga_loss[loss=0.2016, simple_loss=0.2734, pruned_loss=0.0649, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03165, over 43.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.0602, over 2473399.56 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06478, over 16902.21 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06278, over 2468066.72 frames. utt_duration=1186 frames, utt_pad_proportion=0.07796, over 8334.96 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05939, over 2474277.74 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06352, over 18037.34 utterances.], batch size: 43, lr: 2.45e-04
2022-08-31 04:02:24,557 INFO [train.py:927] (7/8) Epoch 16, batch 20950, giga_loss[loss=0.2238, simple_loss=0.3057, pruned_loss=0.07096, over 12342.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03415, over 62.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2935, pruned_loss=0.06089, over 2473514.80 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06875, over 17339.19 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06266, over 2468117.95 frames. utt_duration=1192 frames, utt_pad_proportion=0.07626, over 8292.92 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06027, over 2474330.13 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06801, over 18543.39 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 04:04:06,311 INFO [train.py:927] (7/8) Epoch 16, batch 21000, libri_loss[loss=0.2571, simple_loss=0.3456, pruned_loss=0.08428, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006101, over 35.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2944, pruned_loss=0.06141, over 2473195.90 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06962, over 17541.93 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06259, over 2468013.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.0735, over 8225.00 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.0609, over 2474171.00 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06999, over 19001.44 utterances.], batch size: 35, lr: 2.45e-04
2022-08-31 04:04:06,312 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 04:04:22,859 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1876, simple_loss=0.3016, pruned_loss=0.03676, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 04:06:04,623 INFO [train.py:927] (7/8) Epoch 16, batch 21050, giga_loss[loss=0.194, simple_loss=0.2821, pruned_loss=0.05291, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02759, over 45.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2924, pruned_loss=0.06058, over 2472338.63 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06536, over 17433.75 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06259, over 2468074.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.07313, over 8220.58 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2927, pruned_loss=0.06015, over 2473171.90 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06602, over 18763.46 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:07:47,099 INFO [train.py:927] (7/8) Epoch 16, batch 21100, libri_loss[loss=0.1774, simple_loss=0.2511, pruned_loss=0.05188, over 12256.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01152, over 28.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2883, pruned_loss=0.05899, over 2473154.59 frames. utt_duration=563 frames, utt_pad_proportion=0.06596, over 17618.07 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06258, over 2468494.28 frames. utt_duration=1210 frames, utt_pad_proportion=0.07163, over 8170.49 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.289, pruned_loss=0.05859, over 2473594.48 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06697, over 18978.45 utterances.], batch size: 28, lr: 2.45e-04
2022-08-31 04:09:28,677 INFO [train.py:927] (7/8) Epoch 16, batch 21150, giga_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05782, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03335, over 39.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2857, pruned_loss=0.05827, over 2473031.07 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06882, over 17960.46 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.0628, over 2468199.59 frames. utt_duration=1192 frames, utt_pad_proportion=0.07756, over 8292.80 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2862, pruned_loss=0.05763, over 2473862.32 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06714, over 19322.29 utterances.], batch size: 39, lr: 2.45e-04
2022-08-31 04:11:12,187 INFO [train.py:927] (7/8) Epoch 16, batch 21200, giga_loss[loss=0.1928, simple_loss=0.2775, pruned_loss=0.05407, over 12349.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05783, over 2472411.90 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06309, over 17222.50 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06292, over 2468178.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07701, over 8275.93 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2855, pruned_loss=0.05716, over 2473110.96 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06224, over 18393.94 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:12:55,602 INFO [train.py:927] (7/8) Epoch 16, batch 21250, giga_loss[loss=0.1893, simple_loss=0.2679, pruned_loss=0.05533, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.03985, over 34.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2831, pruned_loss=0.05748, over 2472126.87 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06288, over 16542.34 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.06285, over 2468207.76 frames. utt_duration=1193 frames, utt_pad_proportion=0.07837, over 8286.75 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2834, pruned_loss=0.05681, over 2472845.72 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06151, over 17793.42 utterances.], batch size: 34, lr: 2.45e-04
2022-08-31 04:14:34,218 INFO [train.py:927] (7/8) Epoch 16, batch 21300, giga_loss[loss=0.1631, simple_loss=0.2392, pruned_loss=0.04352, over 12424.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03902, over 40.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2802, pruned_loss=0.05582, over 2472254.27 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05793, over 16205.40 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.288, pruned_loss=0.06283, over 2468332.46 frames. utt_duration=1196 frames, utt_pad_proportion=0.07749, over 8263.57 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2801, pruned_loss=0.05522, over 2472767.37 frames. utt_duration=572.3 frames, utt_pad_proportion=0.0574, over 17328.44 utterances.], batch size: 40, lr: 2.45e-04
2022-08-31 04:16:20,436 INFO [train.py:927] (7/8) Epoch 16, batch 21350, giga_loss[loss=0.1689, simple_loss=0.2489, pruned_loss=0.04445, over 12335.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02875, over 48.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2782, pruned_loss=0.05519, over 2472944.17 frames. utt_duration=599.8 frames, utt_pad_proportion=0.0559, over 16532.22 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.0626, over 2468310.28 frames. utt_duration=1198 frames, utt_pad_proportion=0.07619, over 8250.70 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.278, pruned_loss=0.05468, over 2473533.73 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05583, over 17704.39 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 04:18:01,949 INFO [train.py:927] (7/8) Epoch 16, batch 21400, giga_loss[loss=0.1738, simple_loss=0.2536, pruned_loss=0.047, over 12355.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03323, over 62.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2744, pruned_loss=0.05351, over 2471785.21 frames. utt_duration=616.8 frames, utt_pad_proportion=0.05471, over 16067.86 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.06264, over 2468212.40 frames. utt_duration=1199 frames, utt_pad_proportion=0.07538, over 8246.01 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2741, pruned_loss=0.05294, over 2472378.66 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05496, over 17111.94 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 04:19:44,327 INFO [train.py:927] (7/8) Epoch 16, batch 21450, giga_loss[loss=0.1671, simple_loss=0.251, pruned_loss=0.04161, over 12431.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2726, pruned_loss=0.05306, over 2471877.89 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05506, over 16215.72 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.288, pruned_loss=0.06278, over 2468279.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.07449, over 8241.24 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2719, pruned_loss=0.05232, over 2472351.26 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05549, over 17194.58 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 04:21:27,091 INFO [train.py:927] (7/8) Epoch 16, batch 21500, giga_loss[loss=0.177, simple_loss=0.2595, pruned_loss=0.04724, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03544, over 51.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2731, pruned_loss=0.05359, over 2471917.83 frames. utt_duration=636.6 frames, utt_pad_proportion=0.05435, over 15569.49 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06292, over 2468202.81 frames. utt_duration=1195 frames, utt_pad_proportion=0.0767, over 8271.04 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2719, pruned_loss=0.05254, over 2472509.03 frames. utt_duration=597.1 frames, utt_pad_proportion=0.0534, over 16605.58 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:23:10,510 INFO [train.py:927] (7/8) Epoch 16, batch 21550, giga_loss[loss=0.2567, simple_loss=0.3446, pruned_loss=0.08441, over 12371.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03558, over 122.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2791, pruned_loss=0.05668, over 2472760.32 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05212, over 15795.75 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06304, over 2468428.11 frames. utt_duration=1193 frames, utt_pad_proportion=0.07622, over 8286.68 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2777, pruned_loss=0.05558, over 2473109.31 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05144, over 16738.08 utterances.], batch size: 122, lr: 2.45e-04
2022-08-31 04:24:52,673 INFO [train.py:927] (7/8) Epoch 16, batch 21600, giga_loss[loss=0.2086, simple_loss=0.2947, pruned_loss=0.06123, over 12294.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03595, over 51.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2832, pruned_loss=0.05807, over 2472439.62 frames. utt_duration=614 frames, utt_pad_proportion=0.0531, over 16145.31 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2879, pruned_loss=0.0629, over 2468073.86 frames. utt_duration=1189 frames, utt_pad_proportion=0.0794, over 8311.41 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2823, pruned_loss=0.05716, over 2473131.62 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05079, over 17068.07 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:26:34,628 INFO [train.py:927] (7/8) Epoch 16, batch 21650, giga_loss[loss=0.201, simple_loss=0.3035, pruned_loss=0.04931, over 12362.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2894, pruned_loss=0.06011, over 2472389.66 frames. utt_duration=618 frames, utt_pad_proportion=0.05054, over 16042.40 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06289, over 2467846.82 frames. utt_duration=1192 frames, utt_pad_proportion=0.07849, over 8289.84 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2885, pruned_loss=0.05934, over 2473195.10 frames. utt_duration=587.2 frames, utt_pad_proportion=0.04907, over 16891.57 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 04:28:17,090 INFO [train.py:927] (7/8) Epoch 16, batch 21700, giga_loss[loss=0.1943, simple_loss=0.2821, pruned_loss=0.05327, over 12384.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02699, over 91.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06014, over 2472585.48 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05794, over 16936.53 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06293, over 2467727.12 frames. utt_duration=1200 frames, utt_pad_proportion=0.07656, over 8237.41 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.291, pruned_loss=0.05942, over 2473514.33 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05705, over 17930.67 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 04:29:59,608 INFO [train.py:927] (7/8) Epoch 16, batch 21750, giga_loss[loss=0.1885, simple_loss=0.2829, pruned_loss=0.04704, over 12434.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.03226, over 55.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2908, pruned_loss=0.0589, over 2473261.94 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05813, over 16606.56 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.288, pruned_loss=0.06295, over 2467706.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.07559, over 8240.72 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2904, pruned_loss=0.05825, over 2474113.71 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17546.93 utterances.], batch size: 55, lr: 2.45e-04
2022-08-31 04:31:43,129 INFO [train.py:927] (7/8) Epoch 16, batch 21800, giga_loss[loss=0.1904, simple_loss=0.2799, pruned_loss=0.05045, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.0473, over 31.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2922, pruned_loss=0.05933, over 2472900.40 frames. utt_duration=580.8 frames, utt_pad_proportion=0.0629, over 17076.22 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2879, pruned_loss=0.06296, over 2467668.53 frames. utt_duration=1192 frames, utt_pad_proportion=0.07832, over 8288.19 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.292, pruned_loss=0.05872, over 2473704.26 frames. utt_duration=552 frames, utt_pad_proportion=0.06106, over 17974.58 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:33:25,597 INFO [train.py:927] (7/8) Epoch 16, batch 21850, giga_loss[loss=0.1945, simple_loss=0.2883, pruned_loss=0.05042, over 12401.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06053, over 2473576.41 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06965, over 18048.44 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06287, over 2467923.03 frames. utt_duration=1197 frames, utt_pad_proportion=0.07691, over 8258.42 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.294, pruned_loss=0.06005, over 2474098.07 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06843, over 19008.65 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 04:35:06,683 INFO [train.py:927] (7/8) Epoch 16, batch 21900, giga_loss[loss=0.2066, simple_loss=0.2942, pruned_loss=0.05948, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02688, over 45.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2958, pruned_loss=0.06228, over 2473467.44 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06927, over 18643.47 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06284, over 2468411.95 frames. utt_duration=1201 frames, utt_pad_proportion=0.07546, over 8229.33 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06189, over 2473562.40 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06883, over 19655.05 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:36:50,277 INFO [train.py:927] (7/8) Epoch 16, batch 21950, giga_loss[loss=0.2281, simple_loss=0.3095, pruned_loss=0.07336, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02831, over 48.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06231, over 2472985.67 frames. utt_duration=562.7 frames, utt_pad_proportion=0.07058, over 17625.06 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2876, pruned_loss=0.06276, over 2468457.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07785, over 8264.42 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2959, pruned_loss=0.06204, over 2473173.87 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06914, over 18779.65 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 04:38:32,493 INFO [train.py:927] (7/8) Epoch 16, batch 22000, giga_loss[loss=0.2353, simple_loss=0.3248, pruned_loss=0.07289, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02754, over 91.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2978, pruned_loss=0.06314, over 2472017.62 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06518, over 16824.12 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2876, pruned_loss=0.06273, over 2468353.72 frames. utt_duration=1195 frames, utt_pad_proportion=0.07786, over 8272.85 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06295, over 2472287.92 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06422, over 17800.18 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 04:40:14,430 INFO [train.py:927] (7/8) Epoch 16, batch 22050, giga_loss[loss=0.2182, simple_loss=0.2993, pruned_loss=0.06853, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06366, over 183.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2972, pruned_loss=0.06319, over 2471823.89 frames. utt_duration=621.1 frames, utt_pad_proportion=0.0607, over 15956.48 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.06281, over 2468210.35 frames. utt_duration=1199 frames, utt_pad_proportion=0.07588, over 8242.80 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2978, pruned_loss=0.06299, over 2472290.18 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06077, over 17074.82 utterances.], batch size: 183, lr: 2.45e-04
2022-08-31 04:41:57,755 INFO [train.py:927] (7/8) Epoch 16, batch 22100, giga_loss[loss=0.1742, simple_loss=0.2684, pruned_loss=0.03999, over 12378.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04528, over 26.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2954, pruned_loss=0.06301, over 2472000.42 frames. utt_duration=626.2 frames, utt_pad_proportion=0.06064, over 15829.17 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2877, pruned_loss=0.06288, over 2468503.12 frames. utt_duration=1205 frames, utt_pad_proportion=0.07482, over 8205.27 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2962, pruned_loss=0.0628, over 2472159.90 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06108, over 16899.74 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 04:43:40,155 INFO [train.py:927] (7/8) Epoch 16, batch 22150, giga_loss[loss=0.2019, simple_loss=0.2835, pruned_loss=0.06019, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03107, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2958, pruned_loss=0.06338, over 2471990.98 frames. utt_duration=647.4 frames, utt_pad_proportion=0.06327, over 15308.64 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.06329, over 2468700.37 frames. utt_duration=1185 frames, utt_pad_proportion=0.07993, over 8342.79 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2961, pruned_loss=0.06287, over 2472136.11 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06081, over 16437.20 utterances.], batch size: 42, lr: 2.44e-04
2022-08-31 04:45:23,165 INFO [train.py:927] (7/8) Epoch 16, batch 22200, giga_loss[loss=0.1992, simple_loss=0.2934, pruned_loss=0.05246, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03848, over 28.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06363, over 2472253.53 frames. utt_duration=629.6 frames, utt_pad_proportion=0.06592, over 15745.10 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2882, pruned_loss=0.06313, over 2468386.43 frames. utt_duration=1189 frames, utt_pad_proportion=0.07905, over 8317.76 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2973, pruned_loss=0.06338, over 2472712.22 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06417, over 16756.43 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 04:47:07,805 INFO [train.py:927] (7/8) Epoch 16, batch 22250, giga_loss[loss=0.2034, simple_loss=0.2887, pruned_loss=0.05906, over 12390.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02925, over 97.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.06334, over 2471356.46 frames. utt_duration=633.1 frames, utt_pad_proportion=0.06451, over 15651.96 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.063, over 2468229.51 frames. utt_duration=1193 frames, utt_pad_proportion=0.07756, over 8289.06 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2972, pruned_loss=0.06327, over 2471943.30 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06376, over 16655.21 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 04:48:52,868 INFO [train.py:927] (7/8) Epoch 16, batch 22300, giga_loss[loss=0.1935, simple_loss=0.2759, pruned_loss=0.05552, over 12371.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03124, over 51.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2938, pruned_loss=0.06211, over 2471160.88 frames. utt_duration=638.6 frames, utt_pad_proportion=0.06399, over 15515.44 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2877, pruned_loss=0.06275, over 2468515.26 frames. utt_duration=1196 frames, utt_pad_proportion=0.07672, over 8263.82 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2948, pruned_loss=0.06228, over 2471393.73 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06371, over 16430.85 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 04:50:33,946 INFO [train.py:927] (7/8) Epoch 16, batch 22350, giga_loss[loss=0.1985, simple_loss=0.2867, pruned_loss=0.05514, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2919, pruned_loss=0.06127, over 2471141.71 frames. utt_duration=623.6 frames, utt_pad_proportion=0.06547, over 15889.78 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06233, over 2468096.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.07612, over 8226.45 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2935, pruned_loss=0.06175, over 2471777.64 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06531, over 16859.42 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 04:52:17,089 INFO [train.py:927] (7/8) Epoch 16, batch 22400, giga_loss[loss=0.1869, simple_loss=0.2675, pruned_loss=0.05316, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02873, over 39.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.289, pruned_loss=0.06033, over 2471861.87 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06815, over 16003.72 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2874, pruned_loss=0.06266, over 2468152.23 frames. utt_duration=1207 frames, utt_pad_proportion=0.0747, over 8191.09 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2901, pruned_loss=0.0604, over 2472385.25 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06847, over 16992.88 utterances.], batch size: 39, lr: 2.44e-04
2022-08-31 04:53:58,880 INFO [train.py:927] (7/8) Epoch 16, batch 22450, giga_loss[loss=0.1785, simple_loss=0.2679, pruned_loss=0.04455, over 12303.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02507, over 54.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2861, pruned_loss=0.05916, over 2472581.88 frames. utt_duration=646.7 frames, utt_pad_proportion=0.06293, over 15327.99 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2876, pruned_loss=0.06276, over 2468067.88 frames. utt_duration=1209 frames, utt_pad_proportion=0.07327, over 8176.31 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2869, pruned_loss=0.05902, over 2473245.33 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06402, over 16411.15 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 04:55:41,758 INFO [train.py:927] (7/8) Epoch 16, batch 22500, giga_loss[loss=0.1838, simple_loss=0.2706, pruned_loss=0.04849, over 12345.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2847, pruned_loss=0.05842, over 2471809.75 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06586, over 16131.20 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2877, pruned_loss=0.06272, over 2467788.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.07182, over 8166.42 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2851, pruned_loss=0.05823, over 2472671.10 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06696, over 17199.49 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 04:57:22,590 INFO [train.py:927] (7/8) Epoch 16, batch 22550, giga_loss[loss=0.2031, simple_loss=0.2776, pruned_loss=0.06434, over 12448.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2861, pruned_loss=0.05898, over 2472783.92 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06911, over 17131.67 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2874, pruned_loss=0.06255, over 2467810.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07131, over 8160.04 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2867, pruned_loss=0.0589, over 2473564.45 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06994, over 18191.71 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 04:59:08,375 INFO [train.py:927] (7/8) Epoch 16, batch 22600, giga_loss[loss=0.1812, simple_loss=0.2722, pruned_loss=0.04511, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.287, pruned_loss=0.05826, over 2473149.63 frames. utt_duration=561.6 frames, utt_pad_proportion=0.0643, over 17660.87 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.06246, over 2467672.13 frames. utt_duration=1211 frames, utt_pad_proportion=0.07128, over 8163.46 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2875, pruned_loss=0.05822, over 2473979.89 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06518, over 18622.68 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 05:00:54,727 INFO [train.py:927] (7/8) Epoch 16, batch 22650, giga_loss[loss=0.179, simple_loss=0.2589, pruned_loss=0.04954, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03485, over 43.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2861, pruned_loss=0.05732, over 2473600.11 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06431, over 17817.84 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06238, over 2467398.20 frames. utt_duration=1214 frames, utt_pad_proportion=0.06991, over 8136.87 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2865, pruned_loss=0.05724, over 2474674.65 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06544, over 18874.85 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 05:02:39,237 INFO [train.py:927] (7/8) Epoch 16, batch 22700, giga_loss[loss=0.1933, simple_loss=0.2864, pruned_loss=0.0501, over 12357.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03167, over 97.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05732, over 2473335.18 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06075, over 17690.94 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2871, pruned_loss=0.06238, over 2467195.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.0687, over 8106.08 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2862, pruned_loss=0.05713, over 2474539.86 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06225, over 18833.08 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:04:21,433 INFO [train.py:927] (7/8) Epoch 16, batch 22750, giga_loss[loss=0.1723, simple_loss=0.2621, pruned_loss=0.04127, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03361, over 36.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.287, pruned_loss=0.05795, over 2473032.95 frames. utt_duration=534.9 frames, utt_pad_proportion=0.07036, over 18543.96 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2871, pruned_loss=0.06242, over 2467213.29 frames. utt_duration=1222 frames, utt_pad_proportion=0.06762, over 8085.12 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2873, pruned_loss=0.05767, over 2474069.73 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07135, over 19644.08 utterances.], batch size: 36, lr: 2.44e-04
2022-08-31 05:06:04,223 INFO [train.py:927] (7/8) Epoch 16, batch 22800, giga_loss[loss=0.1924, simple_loss=0.2753, pruned_loss=0.05476, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0369, over 37.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.288, pruned_loss=0.05784, over 2473256.56 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06478, over 17542.73 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2868, pruned_loss=0.06231, over 2467421.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06618, over 8041.10 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2886, pruned_loss=0.05761, over 2474048.20 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06649, over 18734.92 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:07:48,524 INFO [train.py:927] (7/8) Epoch 16, batch 22850, giga_loss[loss=0.2105, simple_loss=0.2995, pruned_loss=0.06078, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2894, pruned_loss=0.05854, over 2473301.91 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06528, over 17474.73 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2871, pruned_loss=0.06247, over 2467719.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.06553, over 8054.08 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2897, pruned_loss=0.05814, over 2473779.21 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06685, over 18574.11 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:09:27,203 INFO [train.py:927] (7/8) Epoch 16, batch 22900, giga_loss[loss=0.1999, simple_loss=0.2726, pruned_loss=0.06356, over 12478.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.0374, over 31.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2898, pruned_loss=0.05879, over 2473696.70 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06287, over 17161.69 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2874, pruned_loss=0.06272, over 2467647.69 frames. utt_duration=1217 frames, utt_pad_proportion=0.06962, over 8121.21 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2899, pruned_loss=0.05811, over 2474299.72 frames. utt_duration=543 frames, utt_pad_proportion=0.06263, over 18277.74 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 05:11:09,244 INFO [train.py:927] (7/8) Epoch 16, batch 22950, giga_loss[loss=0.213, simple_loss=0.2986, pruned_loss=0.06372, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2875, pruned_loss=0.05789, over 2474797.14 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06007, over 17555.84 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2873, pruned_loss=0.06265, over 2467649.45 frames. utt_duration=1218 frames, utt_pad_proportion=0.06936, over 8113.61 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2877, pruned_loss=0.0574, over 2475293.39 frames. utt_duration=537.5 frames, utt_pad_proportion=0.0601, over 18472.51 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 05:12:48,642 INFO [train.py:927] (7/8) Epoch 16, batch 23000, libri_loss[loss=0.2307, simple_loss=0.3103, pruned_loss=0.07556, over 12440.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02143, over 43.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.288, pruned_loss=0.05757, over 2474895.57 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05937, over 17834.94 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2872, pruned_loss=0.0627, over 2467788.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06758, over 8073.32 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2882, pruned_loss=0.05696, over 2475412.81 frames. utt_duration=525 frames, utt_pad_proportion=0.06004, over 18914.72 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 05:14:30,082 INFO [train.py:927] (7/8) Epoch 16, batch 23050, giga_loss[loss=0.1801, simple_loss=0.2618, pruned_loss=0.04926, over 12338.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02495, over 45.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2878, pruned_loss=0.05698, over 2474309.99 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05748, over 17675.84 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2866, pruned_loss=0.06244, over 2467284.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06615, over 8022.75 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2885, pruned_loss=0.05658, over 2475386.74 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05861, over 18855.09 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:16:10,880 INFO [train.py:927] (7/8) Epoch 16, batch 23100, giga_loss[loss=0.1696, simple_loss=0.26, pruned_loss=0.03956, over 12457.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2863, pruned_loss=0.05671, over 2474235.01 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05584, over 17462.14 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2866, pruned_loss=0.06234, over 2467116.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.07009, over 8104.65 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2868, pruned_loss=0.05634, over 2475440.01 frames. utt_duration=535.5 frames, utt_pad_proportion=0.055, over 18541.27 utterances.], batch size: 98, lr: 2.44e-04
2022-08-31 05:17:51,999 INFO [train.py:927] (7/8) Epoch 16, batch 23150, giga_loss[loss=0.3202, simple_loss=0.3774, pruned_loss=0.1315, over 12232.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03077, over 39.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2839, pruned_loss=0.05669, over 2473800.10 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05684, over 17124.15 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2862, pruned_loss=0.06213, over 2467122.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.06846, over 8058.47 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2847, pruned_loss=0.05642, over 2474982.13 frames. utt_duration=542 frames, utt_pad_proportion=0.05658, over 18316.27 utterances.], batch size: 39, lr: 2.44e-04
2022-08-31 05:19:33,338 INFO [train.py:927] (7/8) Epoch 16, batch 23200, giga_loss[loss=0.2107, simple_loss=0.2922, pruned_loss=0.06462, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2824, pruned_loss=0.05608, over 2474342.53 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0579, over 17768.03 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2862, pruned_loss=0.06213, over 2467122.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.06846, over 8058.47 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.283, pruned_loss=0.05587, over 2475262.52 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05765, over 18695.87 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 05:21:13,945 INFO [train.py:927] (7/8) Epoch 16, batch 23250, giga_loss[loss=0.2, simple_loss=0.2838, pruned_loss=0.0581, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03568, over 105.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2795, pruned_loss=0.05522, over 2475281.46 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05455, over 17483.60 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2861, pruned_loss=0.06211, over 2467790.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.06721, over 8052.49 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2799, pruned_loss=0.05486, over 2475630.53 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05482, over 18548.54 utterances.], batch size: 105, lr: 2.44e-04
2022-08-31 05:22:55,871 INFO [train.py:927] (7/8) Epoch 16, batch 23300, giga_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.05932, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02816, over 45.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2793, pruned_loss=0.05514, over 2475688.68 frames. utt_duration=569 frames, utt_pad_proportion=0.05402, over 17451.00 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2864, pruned_loss=0.06222, over 2468210.62 frames. utt_duration=1231 frames, utt_pad_proportion=0.06618, over 8032.63 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2792, pruned_loss=0.05463, over 2475725.91 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05461, over 18484.36 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:24:37,375 INFO [train.py:927] (7/8) Epoch 16, batch 23350, giga_loss[loss=0.2023, simple_loss=0.2907, pruned_loss=0.05692, over 12372.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06691, over 211.00 utterances.], tot_loss[loss=0.196, simple_loss=0.281, pruned_loss=0.05549, over 2475392.35 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0547, over 17505.50 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2866, pruned_loss=0.06232, over 2468597.33 frames. utt_duration=1233 frames, utt_pad_proportion=0.06526, over 8020.81 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2806, pruned_loss=0.05484, over 2475225.95 frames. utt_duration=535 frames, utt_pad_proportion=0.05538, over 18556.95 utterances.], batch size: 211, lr: 2.44e-04
2022-08-31 05:26:19,453 INFO [train.py:927] (7/8) Epoch 16, batch 23400, giga_loss[loss=0.1834, simple_loss=0.2743, pruned_loss=0.04623, over 12438.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.283, pruned_loss=0.05583, over 2474904.80 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05377, over 17332.82 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2863, pruned_loss=0.06221, over 2468481.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.0648, over 8003.64 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2829, pruned_loss=0.05535, over 2474918.72 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0545, over 18255.47 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 05:28:07,859 INFO [train.py:927] (7/8) Epoch 16, batch 23450, giga_loss[loss=0.2152, simple_loss=0.3036, pruned_loss=0.06335, over 12308.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04499, over 26.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2877, pruned_loss=0.05871, over 2474914.73 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05509, over 17400.45 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2863, pruned_loss=0.06218, over 2468484.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 8008.80 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2876, pruned_loss=0.05825, over 2475025.64 frames. utt_duration=543 frames, utt_pad_proportion=0.05557, over 18281.97 utterances.], batch size: 26, lr: 2.44e-04
2022-08-31 05:29:51,078 INFO [train.py:927] (7/8) Epoch 16, batch 23500, giga_loss[loss=0.2065, simple_loss=0.2958, pruned_loss=0.05862, over 12424.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2939, pruned_loss=0.06212, over 2475356.59 frames. utt_duration=541 frames, utt_pad_proportion=0.05981, over 18351.93 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2861, pruned_loss=0.06207, over 2468593.34 frames. utt_duration=1236 frames, utt_pad_proportion=0.06438, over 7997.76 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.294, pruned_loss=0.06183, over 2475382.27 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06005, over 19088.98 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 05:31:36,171 INFO [train.py:927] (7/8) Epoch 16, batch 23550, giga_loss[loss=0.2581, simple_loss=0.3361, pruned_loss=0.09001, over 12405.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3014, pruned_loss=0.06756, over 2475572.05 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06237, over 19077.31 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2868, pruned_loss=0.06233, over 2468445.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.06331, over 7985.03 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06715, over 2475875.13 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06281, over 19918.23 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 05:33:23,134 INFO [train.py:927] (7/8) Epoch 16, batch 23600, giga_loss[loss=0.2949, simple_loss=0.3581, pruned_loss=0.1158, over 12383.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06488, over 183.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.07186, over 2475384.33 frames. utt_duration=505 frames, utt_pad_proportion=0.06276, over 19664.54 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2869, pruned_loss=0.06232, over 2468700.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06234, over 7959.76 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3073, pruned_loss=0.0717, over 2475548.25 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06339, over 20599.87 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 05:35:09,154 INFO [train.py:927] (7/8) Epoch 16, batch 23650, libri_loss[loss=0.2106, simple_loss=0.293, pruned_loss=0.06407, over 12232.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006308, over 34.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3106, pruned_loss=0.07495, over 2475103.68 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06273, over 19798.14 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2872, pruned_loss=0.06247, over 2468737.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06086, over 7933.31 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.311, pruned_loss=0.07502, over 2475396.40 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06379, over 20920.27 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 05:36:57,746 INFO [train.py:927] (7/8) Epoch 16, batch 23700, giga_loss[loss=0.2625, simple_loss=0.3463, pruned_loss=0.08929, over 12408.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3145, pruned_loss=0.07823, over 2475196.16 frames. utt_duration=496 frames, utt_pad_proportion=0.0626, over 20021.13 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2869, pruned_loss=0.0623, over 2468516.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.06032, over 7922.45 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3154, pruned_loss=0.07861, over 2475693.04 frames. utt_duration=471.4 frames, utt_pad_proportion=0.0636, over 21073.56 utterances.], batch size: 80, lr: 2.44e-04
2022-08-31 05:38:44,258 INFO [train.py:927] (7/8) Epoch 16, batch 23750, giga_loss[loss=0.2173, simple_loss=0.3007, pruned_loss=0.06696, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07925, over 2474312.69 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06905, over 20291.63 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06231, over 2468360.94 frames. utt_duration=1250 frames, utt_pad_proportion=0.05961, over 7909.70 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07974, over 2474916.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06982, over 21298.15 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 05:40:27,069 INFO [train.py:927] (7/8) Epoch 16, batch 23800, giga_loss[loss=0.3176, simple_loss=0.3763, pruned_loss=0.1294, over 12369.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.0658, over 183.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3157, pruned_loss=0.07968, over 2473782.29 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0664, over 20449.99 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2872, pruned_loss=0.06239, over 2468309.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05916, over 7903.60 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3165, pruned_loss=0.08015, over 2474358.03 frames. utt_duration=465 frames, utt_pad_proportion=0.06728, over 21353.87 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 05:42:13,392 INFO [train.py:927] (7/8) Epoch 16, batch 23850, giga_loss[loss=0.2207, simple_loss=0.3108, pruned_loss=0.06534, over 12391.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03001, over 62.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3168, pruned_loss=0.08049, over 2473752.49 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07262, over 21057.96 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2872, pruned_loss=0.06239, over 2468204.87 frames. utt_duration=1244 frames, utt_pad_proportion=0.06196, over 7946.45 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3189, pruned_loss=0.08175, over 2474616.19 frames. utt_duration=443 frames, utt_pad_proportion=0.07228, over 22417.66 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:44:03,812 INFO [train.py:927] (7/8) Epoch 16, batch 23900, libri_loss[loss=0.2196, simple_loss=0.2905, pruned_loss=0.07437, over 12398.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008668, over 30.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3155, pruned_loss=0.07834, over 2473392.66 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07521, over 20746.99 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2873, pruned_loss=0.06249, over 2468266.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.06102, over 7923.64 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3176, pruned_loss=0.07956, over 2474122.01 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07523, over 22107.40 utterances.], batch size: 30, lr: 2.44e-04
2022-08-31 05:45:50,879 INFO [train.py:927] (7/8) Epoch 16, batch 23950, giga_loss[loss=0.1846, simple_loss=0.2767, pruned_loss=0.04622, over 12205.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.0416, over 28.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07545, over 2473549.99 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06921, over 19979.13 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.287, pruned_loss=0.06243, over 2468206.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.05993, over 7898.94 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3144, pruned_loss=0.07679, over 2474311.15 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07002, over 21364.32 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 05:47:36,336 INFO [train.py:927] (7/8) Epoch 16, batch 24000, giga_loss[loss=0.1982, simple_loss=0.2806, pruned_loss=0.05785, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03912, over 33.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3111, pruned_loss=0.0754, over 2473285.12 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07382, over 20818.27 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2866, pruned_loss=0.06223, over 2468104.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.05955, over 7865.62 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3139, pruned_loss=0.07682, over 2474031.95 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07435, over 22107.82 utterances.], batch size: 33, lr: 2.44e-04
2022-08-31 05:47:36,338 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 05:47:50,316 INFO [train.py:967] (7/8) Epoch 16, validation: loss=0.1775, simple_loss=0.2909, pruned_loss=0.03207, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 05:49:40,433 INFO [train.py:927] (7/8) Epoch 16, batch 24050, giga_loss[loss=0.228, simple_loss=0.3064, pruned_loss=0.07482, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.07513, over 2473925.79 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07239, over 20289.32 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2863, pruned_loss=0.06218, over 2468291.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05879, over 7851.21 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3138, pruned_loss=0.0766, over 2474463.49 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21620.03 utterances.], batch size: 105, lr: 2.44e-04
2022-08-31 05:51:31,020 INFO [train.py:927] (7/8) Epoch 16, batch 24100, giga_loss[loss=0.2228, simple_loss=0.3281, pruned_loss=0.0588, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3123, pruned_loss=0.07353, over 2474202.23 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06917, over 20391.60 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.286, pruned_loss=0.06199, over 2467842.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05818, over 7825.59 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3153, pruned_loss=0.07501, over 2475065.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07026, over 21615.74 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 05:53:14,404 INFO [train.py:927] (7/8) Epoch 16, batch 24150, giga_loss[loss=0.2522, simple_loss=0.3237, pruned_loss=0.09033, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3109, pruned_loss=0.07261, over 2474053.16 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07345, over 20699.52 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.286, pruned_loss=0.06191, over 2467930.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.05731, over 7816.15 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3138, pruned_loss=0.0741, over 2474809.02 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07447, over 21966.33 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:54:58,294 INFO [train.py:927] (7/8) Epoch 16, batch 24200, giga_loss[loss=0.2355, simple_loss=0.3078, pruned_loss=0.08159, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03272, over 97.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3105, pruned_loss=0.07355, over 2473625.89 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06899, over 20518.08 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2857, pruned_loss=0.06184, over 2467669.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.05634, over 7795.85 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3136, pruned_loss=0.0751, over 2474632.60 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0705, over 21890.75 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:56:39,956 INFO [train.py:927] (7/8) Epoch 16, batch 24250, giga_loss[loss=0.2029, simple_loss=0.3023, pruned_loss=0.05171, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3094, pruned_loss=0.07352, over 2474010.88 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06988, over 20699.54 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2862, pruned_loss=0.06192, over 2467669.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05542, over 7798.07 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07501, over 2474988.46 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07144, over 22144.50 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 05:58:28,222 INFO [train.py:927] (7/8) Epoch 16, batch 24300, giga_loss[loss=0.2138, simple_loss=0.2924, pruned_loss=0.06761, over 12394.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02901, over 58.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3089, pruned_loss=0.07237, over 2474409.21 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06794, over 20677.28 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2862, pruned_loss=0.06187, over 2467546.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05493, over 7789.22 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3113, pruned_loss=0.07372, over 2475367.21 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06951, over 21999.15 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 06:00:13,254 INFO [train.py:927] (7/8) Epoch 16, batch 24350, giga_loss[loss=0.2056, simple_loss=0.2972, pruned_loss=0.05701, over 12382.00 frames. utt_duration=512 frames, utt_pad_proportion=0.0303, over 97.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3075, pruned_loss=0.07209, over 2473734.02 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06764, over 20453.29 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2858, pruned_loss=0.06165, over 2467441.72 frames. utt_duration=1265 frames, utt_pad_proportion=0.05729, over 7811.78 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3109, pruned_loss=0.07385, over 2474907.86 frames. utt_duration=449.9 frames, utt_pad_proportion=0.06838, over 22073.50 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:01:55,519 INFO [train.py:927] (7/8) Epoch 16, batch 24400, giga_loss[loss=0.2348, simple_loss=0.3036, pruned_loss=0.08298, over 12333.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 369.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3063, pruned_loss=0.07178, over 2474208.47 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06814, over 20491.63 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.286, pruned_loss=0.06176, over 2467395.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.05696, over 7816.61 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3095, pruned_loss=0.07335, over 2475375.69 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06883, over 22127.66 utterances.], batch size: 369, lr: 2.44e-04
2022-08-31 06:03:45,503 INFO [train.py:927] (7/8) Epoch 16, batch 24450, giga_loss[loss=0.2093, simple_loss=0.2857, pruned_loss=0.0664, over 12375.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07245, over 2473576.80 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07417, over 21076.92 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2861, pruned_loss=0.06198, over 2467366.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.06013, over 7877.08 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07368, over 2474649.51 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07342, over 22555.21 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 06:05:29,318 INFO [train.py:927] (7/8) Epoch 16, batch 24500, giga_loss[loss=0.2035, simple_loss=0.2893, pruned_loss=0.05881, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04736, over 31.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3043, pruned_loss=0.07181, over 2473528.51 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07269, over 20680.57 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2864, pruned_loss=0.06202, over 2467287.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05901, over 7853.66 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3069, pruned_loss=0.07311, over 2474679.08 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07264, over 22313.10 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:07:11,497 INFO [train.py:927] (7/8) Epoch 16, batch 24550, giga_loss[loss=0.2169, simple_loss=0.3099, pruned_loss=0.06201, over 12414.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02867, over 62.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.07253, over 2473652.39 frames. utt_duration=461 frames, utt_pad_proportion=0.07742, over 21532.49 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2863, pruned_loss=0.06192, over 2467292.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.0582, over 7846.74 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3081, pruned_loss=0.07382, over 2474658.25 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07743, over 23069.13 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:08:54,608 INFO [train.py:927] (7/8) Epoch 16, batch 24600, giga_loss[loss=0.2597, simple_loss=0.3232, pruned_loss=0.09807, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3063, pruned_loss=0.07256, over 2473628.43 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0795, over 22073.75 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2866, pruned_loss=0.06218, over 2467399.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06304, over 7951.88 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.07345, over 2474388.64 frames. utt_duration=426 frames, utt_pad_proportion=0.07818, over 23314.99 utterances.], batch size: 258, lr: 2.44e-04
2022-08-31 06:10:45,799 INFO [train.py:927] (7/8) Epoch 16, batch 24650, giga_loss[loss=0.2106, simple_loss=0.3021, pruned_loss=0.05955, over 12323.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02822, over 66.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3074, pruned_loss=0.07355, over 2473719.84 frames. utt_duration=455.1 frames, utt_pad_proportion=0.0825, over 21812.40 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.0622, over 2467513.22 frames. utt_duration=1240 frames, utt_pad_proportion=0.06246, over 7968.20 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3094, pruned_loss=0.07459, over 2474419.20 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08164, over 23233.09 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 06:12:31,141 INFO [train.py:927] (7/8) Epoch 16, batch 24700, giga_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.07634, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3085, pruned_loss=0.07561, over 2474508.87 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0821, over 22000.02 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2873, pruned_loss=0.06251, over 2467599.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06549, over 8058.39 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07643, over 2475144.70 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08066, over 23362.79 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 06:14:17,572 INFO [train.py:927] (7/8) Epoch 16, batch 24750, giga_loss[loss=0.1917, simple_loss=0.2787, pruned_loss=0.05239, over 12442.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03151, over 55.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3081, pruned_loss=0.07563, over 2474401.37 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07935, over 21577.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2873, pruned_loss=0.06253, over 2467506.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.06583, over 8071.87 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3095, pruned_loss=0.07637, over 2475041.53 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07825, over 22757.82 utterances.], batch size: 55, lr: 2.44e-04
2022-08-31 06:15:59,826 INFO [train.py:927] (7/8) Epoch 16, batch 24800, giga_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07739, over 12365.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07372, over 2474528.01 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07518, over 20824.18 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.287, pruned_loss=0.06235, over 2467587.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.06509, over 8052.87 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.07463, over 2475053.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07477, over 21943.46 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 06:17:48,727 INFO [train.py:927] (7/8) Epoch 16, batch 24850, giga_loss[loss=0.2174, simple_loss=0.2991, pruned_loss=0.06785, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3052, pruned_loss=0.07271, over 2474439.70 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07673, over 21149.79 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.06217, over 2467555.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06412, over 8028.01 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07377, over 2475039.27 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07673, over 22290.05 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:19:31,699 INFO [train.py:927] (7/8) Epoch 16, batch 24900, libri_loss[loss=0.1922, simple_loss=0.2782, pruned_loss=0.05306, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006844, over 31.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3045, pruned_loss=0.07285, over 2473626.65 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0779, over 21187.02 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.06215, over 2467284.38 frames. utt_duration=1233 frames, utt_pad_proportion=0.06346, over 8013.42 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3062, pruned_loss=0.07391, over 2474443.17 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07818, over 22343.38 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:21:17,663 INFO [train.py:927] (7/8) Epoch 16, batch 24950, giga_loss[loss=0.2033, simple_loss=0.3048, pruned_loss=0.05092, over 12458.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03053, over 80.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3074, pruned_loss=0.07365, over 2473966.89 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07537, over 20966.60 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2865, pruned_loss=0.06193, over 2467309.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06168, over 7957.89 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07509, over 2474835.98 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07645, over 22405.81 utterances.], batch size: 80, lr: 2.44e-04
2022-08-31 06:23:02,879 INFO [train.py:927] (7/8) Epoch 16, batch 25000, giga_loss[loss=0.2092, simple_loss=0.2988, pruned_loss=0.05978, over 12287.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.0258, over 54.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3098, pruned_loss=0.07429, over 2473758.20 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07507, over 21219.17 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2865, pruned_loss=0.06188, over 2467321.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.0612, over 7947.34 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3119, pruned_loss=0.07556, over 2474484.56 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07613, over 22474.42 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 06:24:48,045 INFO [train.py:927] (7/8) Epoch 16, batch 25050, giga_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05904, over 12374.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05178, over 34.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3098, pruned_loss=0.07478, over 2473219.44 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07574, over 20700.18 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2861, pruned_loss=0.06168, over 2467201.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.05951, over 7911.25 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3126, pruned_loss=0.07643, over 2474127.66 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07725, over 22206.97 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 06:26:35,552 INFO [train.py:927] (7/8) Epoch 16, batch 25100, giga_loss[loss=0.248, simple_loss=0.3161, pruned_loss=0.08995, over 12365.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3089, pruned_loss=0.07508, over 2473433.42 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08256, over 21090.84 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2863, pruned_loss=0.06182, over 2467309.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06273, over 7968.97 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3117, pruned_loss=0.0767, over 2474269.13 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08266, over 22668.59 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:28:21,857 INFO [train.py:927] (7/8) Epoch 16, batch 25150, giga_loss[loss=0.2161, simple_loss=0.2933, pruned_loss=0.06944, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02668, over 45.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07518, over 2474042.77 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07561, over 20306.55 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06203, over 2467616.94 frames. utt_duration=1240 frames, utt_pad_proportion=0.0618, over 7970.59 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.0765, over 2474554.15 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07653, over 21783.19 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 06:30:07,725 INFO [train.py:927] (7/8) Epoch 16, batch 25200, giga_loss[loss=0.2054, simple_loss=0.2866, pruned_loss=0.06209, over 12228.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03843, over 28.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3083, pruned_loss=0.07577, over 2473823.99 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07718, over 20203.51 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.06223, over 2467719.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.06091, over 7958.18 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3104, pruned_loss=0.0769, over 2474265.17 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07818, over 21605.07 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 06:31:50,547 INFO [train.py:927] (7/8) Epoch 16, batch 25250, giga_loss[loss=0.1909, simple_loss=0.2699, pruned_loss=0.05592, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04541, over 34.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3064, pruned_loss=0.07444, over 2473855.69 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07378, over 19377.31 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.0625, over 2467491.75 frames. utt_duration=1222 frames, utt_pad_proportion=0.0678, over 8087.61 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3084, pruned_loss=0.07554, over 2474583.02 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07276, over 20804.33 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 06:33:34,659 INFO [train.py:927] (7/8) Epoch 16, batch 25300, giga_loss[loss=0.1982, simple_loss=0.2875, pruned_loss=0.05445, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04475, over 31.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3074, pruned_loss=0.07479, over 2474176.35 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07722, over 19665.89 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.06281, over 2467706.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.07122, over 8170.56 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07563, over 2474668.24 frames. utt_duration=474 frames, utt_pad_proportion=0.07518, over 20947.15 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:35:22,273 INFO [train.py:927] (7/8) Epoch 16, batch 25350, giga_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.06787, over 12417.00 frames. utt_duration=904.2 frames, utt_pad_proportion=0.03191, over 55.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3091, pruned_loss=0.07513, over 2474233.84 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07503, over 19869.37 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2886, pruned_loss=0.06264, over 2467249.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.07019, over 8154.49 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.0763, over 2475242.65 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07399, over 21245.99 utterances.], batch size: 55, lr: 2.44e-04
2022-08-31 06:37:09,047 INFO [train.py:927] (7/8) Epoch 16, batch 25400, giga_loss[loss=0.2126, simple_loss=0.308, pruned_loss=0.05864, over 12344.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02408, over 45.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3097, pruned_loss=0.07312, over 2474009.69 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07343, over 19256.66 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2888, pruned_loss=0.06273, over 2467536.83 frames. utt_duration=1210 frames, utt_pad_proportion=0.07025, over 8165.17 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3106, pruned_loss=0.07414, over 2474657.99 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07269, over 20484.57 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 06:38:53,164 INFO [train.py:927] (7/8) Epoch 16, batch 25450, giga_loss[loss=0.2407, simple_loss=0.3111, pruned_loss=0.08514, over 12385.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04798, over 31.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3117, pruned_loss=0.07363, over 2474452.24 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07064, over 19130.22 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2883, pruned_loss=0.06254, over 2467662.49 frames. utt_duration=1217 frames, utt_pad_proportion=0.06943, over 8122.19 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3133, pruned_loss=0.0748, over 2474976.12 frames. utt_duration=488 frames, utt_pad_proportion=0.07051, over 20347.36 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:40:37,088 INFO [train.py:927] (7/8) Epoch 16, batch 25500, giga_loss[loss=0.2649, simple_loss=0.351, pruned_loss=0.08943, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03468, over 62.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3123, pruned_loss=0.07444, over 2474199.48 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06849, over 19186.00 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06222, over 2467309.07 frames. utt_duration=1225 frames, utt_pad_proportion=0.06781, over 8066.74 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3149, pruned_loss=0.07606, over 2475135.24 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06914, over 20572.70 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:42:21,379 INFO [train.py:927] (7/8) Epoch 16, batch 25550, giga_loss[loss=0.2672, simple_loss=0.3235, pruned_loss=0.1054, over 12332.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3127, pruned_loss=0.0754, over 2474654.62 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0696, over 19729.06 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06236, over 2467350.69 frames. utt_duration=1219 frames, utt_pad_proportion=0.06866, over 8107.54 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.315, pruned_loss=0.07673, over 2475448.35 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06975, over 20940.39 utterances.], batch size: 369, lr: 2.44e-04
2022-08-31 06:44:07,843 INFO [train.py:927] (7/8) Epoch 16, batch 25600, giga_loss[loss=0.2066, simple_loss=0.3015, pruned_loss=0.05586, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.0466, over 26.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3129, pruned_loss=0.07369, over 2474914.30 frames. utt_duration=508.3 frames, utt_pad_proportion=0.0703, over 19532.99 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06238, over 2467349.38 frames. utt_duration=1210 frames, utt_pad_proportion=0.07175, over 8165.65 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3153, pruned_loss=0.07498, over 2475695.50 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06939, over 20658.44 utterances.], batch size: 26, lr: 2.43e-04
2022-08-31 06:45:52,779 INFO [train.py:927] (7/8) Epoch 16, batch 25650, giga_loss[loss=0.23, simple_loss=0.313, pruned_loss=0.07344, over 12405.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02519, over 91.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3129, pruned_loss=0.07419, over 2475182.16 frames. utt_duration=509 frames, utt_pad_proportion=0.0727, over 19508.38 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06233, over 2467136.76 frames. utt_duration=1216 frames, utt_pad_proportion=0.07044, over 8128.92 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3154, pruned_loss=0.07552, over 2476163.69 frames. utt_duration=480 frames, utt_pad_proportion=0.07234, over 20700.41 utterances.], batch size: 91, lr: 2.43e-04
2022-08-31 06:47:36,856 INFO [train.py:927] (7/8) Epoch 16, batch 25700, giga_loss[loss=0.2414, simple_loss=0.3228, pruned_loss=0.08001, over 12444.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3099, pruned_loss=0.07287, over 2474716.77 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06936, over 18652.27 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06186, over 2466783.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06839, over 8057.79 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3137, pruned_loss=0.07481, over 2476129.78 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06997, over 20116.61 utterances.], batch size: 162, lr: 2.43e-04
2022-08-31 06:49:24,727 INFO [train.py:927] (7/8) Epoch 16, batch 25750, giga_loss[loss=0.1958, simple_loss=0.2862, pruned_loss=0.05274, over 12268.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02433, over 54.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3087, pruned_loss=0.07357, over 2474427.69 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07892, over 19959.35 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2869, pruned_loss=0.06186, over 2466779.26 frames. utt_duration=1228 frames, utt_pad_proportion=0.06708, over 8043.53 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3121, pruned_loss=0.07539, over 2475741.08 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07939, over 21427.60 utterances.], batch size: 54, lr: 2.43e-04
2022-08-31 06:51:10,854 INFO [train.py:927] (7/8) Epoch 16, batch 25800, giga_loss[loss=0.2618, simple_loss=0.3201, pruned_loss=0.1017, over 12333.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2139, over 373.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3084, pruned_loss=0.07436, over 2473764.87 frames. utt_duration=475.4 frames, utt_pad_proportion=0.08454, over 20877.49 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06171, over 2466280.24 frames. utt_duration=1228 frames, utt_pad_proportion=0.06695, over 8040.42 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3116, pruned_loss=0.07615, over 2475393.96 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08472, over 22265.69 utterances.], batch size: 373, lr: 2.43e-04
2022-08-31 06:52:50,759 INFO [train.py:927] (7/8) Epoch 16, batch 25850, giga_loss[loss=0.2055, simple_loss=0.2971, pruned_loss=0.05691, over 12414.00 frames. utt_duration=578.7 frames, utt_pad_proportion=0.03869, over 86.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3062, pruned_loss=0.07219, over 2474216.98 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08576, over 22100.10 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2867, pruned_loss=0.06165, over 2466398.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.0667, over 8032.22 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3089, pruned_loss=0.0737, over 2475421.83 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08594, over 23250.49 utterances.], batch size: 86, lr: 2.43e-04
2022-08-31 06:54:32,860 INFO [train.py:927] (7/8) Epoch 16, batch 25900, giga_loss[loss=0.1888, simple_loss=0.275, pruned_loss=0.05124, over 12200.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.02784, over 36.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07012, over 2474523.24 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08208, over 21385.11 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.286, pruned_loss=0.06138, over 2466614.50 frames. utt_duration=1236 frames, utt_pad_proportion=0.06574, over 7995.38 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.07192, over 2475598.02 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08297, over 22855.33 utterances.], batch size: 36, lr: 2.43e-04
2022-08-31 06:56:15,234 INFO [train.py:927] (7/8) Epoch 16, batch 25950, giga_loss[loss=0.2338, simple_loss=0.3164, pruned_loss=0.07562, over 12362.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3012, pruned_loss=0.06957, over 2474667.50 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08257, over 21644.45 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2859, pruned_loss=0.06127, over 2466789.92 frames. utt_duration=1239 frames, utt_pad_proportion=0.06476, over 7976.57 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07126, over 2475506.60 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08367, over 23077.82 utterances.], batch size: 122, lr: 2.43e-04
2022-08-31 06:57:55,612 INFO [train.py:927] (7/8) Epoch 16, batch 26000, giga_loss[loss=0.2184, simple_loss=0.3078, pruned_loss=0.06445, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02985, over 75.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.07057, over 2474066.69 frames. utt_duration=460.9 frames, utt_pad_proportion=0.08058, over 21540.37 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06143, over 2466865.85 frames. utt_duration=1240 frames, utt_pad_proportion=0.06381, over 7970.02 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3056, pruned_loss=0.07192, over 2474804.27 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08194, over 22915.60 utterances.], batch size: 75, lr: 2.43e-04
2022-08-31 06:59:35,681 INFO [train.py:927] (7/8) Epoch 16, batch 26050, giga_loss[loss=0.2531, simple_loss=0.3264, pruned_loss=0.08991, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04112, over 133.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.07255, over 2473966.19 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08038, over 22245.59 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2862, pruned_loss=0.06148, over 2466700.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06268, over 7932.18 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3081, pruned_loss=0.07382, over 2474849.08 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08187, over 23692.27 utterances.], batch size: 133, lr: 2.43e-04
2022-08-31 07:01:18,571 INFO [train.py:927] (7/8) Epoch 16, batch 26100, giga_loss[loss=0.2696, simple_loss=0.3408, pruned_loss=0.09918, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3078, pruned_loss=0.07488, over 2473628.18 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08451, over 22848.95 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2865, pruned_loss=0.06177, over 2466674.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06538, over 7978.96 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3101, pruned_loss=0.07599, over 2474542.21 frames. utt_duration=407.7 frames, utt_pad_proportion=0.085, over 24367.96 utterances.], batch size: 212, lr: 2.43e-04
2022-08-31 07:03:06,463 INFO [train.py:927] (7/8) Epoch 16, batch 26150, giga_loss[loss=0.2264, simple_loss=0.3074, pruned_loss=0.07273, over 12427.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03569, over 37.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07449, over 2473773.85 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08127, over 21881.13 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2861, pruned_loss=0.06157, over 2466643.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06485, over 7948.43 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.07571, over 2474613.04 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08209, over 23301.10 utterances.], batch size: 37, lr: 2.43e-04
2022-08-31 07:04:52,874 INFO [train.py:927] (7/8) Epoch 16, batch 26200, giga_loss[loss=0.2278, simple_loss=0.3197, pruned_loss=0.068, over 12426.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03899, over 123.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3095, pruned_loss=0.07523, over 2473388.10 frames. utt_duration=454 frames, utt_pad_proportion=0.08029, over 21863.51 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2863, pruned_loss=0.0617, over 2466521.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.06462, over 7969.79 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07641, over 2474343.26 frames. utt_duration=426 frames, utt_pad_proportion=0.08123, over 23312.56 utterances.], batch size: 123, lr: 2.43e-04
2022-08-31 07:06:39,208 INFO [train.py:927] (7/8) Epoch 16, batch 26250, giga_loss[loss=0.2256, simple_loss=0.3125, pruned_loss=0.0694, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03954, over 113.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3095, pruned_loss=0.07423, over 2473953.18 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08745, over 22751.84 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2866, pruned_loss=0.0618, over 2466714.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06793, over 8070.77 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3118, pruned_loss=0.0755, over 2474775.57 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08702, over 24268.91 utterances.], batch size: 113, lr: 2.43e-04
2022-08-31 07:08:24,621 INFO [train.py:927] (7/8) Epoch 16, batch 26300, giga_loss[loss=0.2293, simple_loss=0.3157, pruned_loss=0.07143, over 12402.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04051, over 105.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.309, pruned_loss=0.07414, over 2474255.56 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08771, over 22816.19 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2871, pruned_loss=0.06192, over 2467130.73 frames. utt_duration=1211 frames, utt_pad_proportion=0.06902, over 8159.81 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.311, pruned_loss=0.07537, over 2474744.24 frames. utt_duration=408.3 frames, utt_pad_proportion=0.08725, over 24328.02 utterances.], batch size: 105, lr: 2.43e-04
2022-08-31 07:10:08,644 INFO [train.py:927] (7/8) Epoch 16, batch 26350, giga_loss[loss=0.1787, simple_loss=0.2598, pruned_loss=0.04875, over 12079.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0405, over 30.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3089, pruned_loss=0.07471, over 2474300.97 frames. utt_duration=428 frames, utt_pad_proportion=0.0977, over 23203.26 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06283, over 2467498.72 frames. utt_duration=1145 frames, utt_pad_proportion=0.09227, over 8629.04 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07521, over 2474554.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.09011, over 24387.38 utterances.], batch size: 30, lr: 2.43e-04
2022-08-31 07:11:22,335 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-31 07:13:48,457 INFO [train.py:927] (7/8) Epoch 17, batch 50, giga_loss[loss=0.2216, simple_loss=0.2967, pruned_loss=0.07327, over 12336.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1939, over 364.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3123, pruned_loss=0.06575, over 548682.54 frames. utt_duration=453 frames, utt_pad_proportion=0.08684, over 4860.83 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3122, pruned_loss=0.06635, over 37079.95 frames. utt_duration=788.1 frames, utt_pad_proportion=0.2236, over 188.61 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3124, pruned_loss=0.06575, over 519375.42 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08242, over 4728.18 utterances.], batch size: 364, lr: 2.38e-04
2022-08-31 07:15:32,289 INFO [train.py:927] (7/8) Epoch 17, batch 100, giga_loss[loss=0.1747, simple_loss=0.253, pruned_loss=0.04818, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.0409, over 40.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05658, over 975595.36 frames. utt_duration=546.4 frames, utt_pad_proportion=0.0734, over 7161.68 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2987, pruned_loss=0.05792, over 109072.68 frames. utt_duration=927.2 frames, utt_pad_proportion=0.1646, over 471.39 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05666, over 906548.22 frames. utt_duration=522.2 frames, utt_pad_proportion=0.0692, over 6963.81 utterances.], batch size: 40, lr: 2.38e-04
2022-08-31 07:17:12,000 INFO [train.py:927] (7/8) Epoch 17, batch 150, giga_loss[loss=0.1663, simple_loss=0.2538, pruned_loss=0.0394, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.189, simple_loss=0.276, pruned_loss=0.05098, over 1308140.93 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06873, over 9802.24 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2937, pruned_loss=0.05508, over 144350.13 frames. utt_duration=1019 frames, utt_pad_proportion=0.1366, over 567.81 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2752, pruned_loss=0.05092, over 1235934.97 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06688, over 9674.97 utterances.], batch size: 146, lr: 2.38e-04
2022-08-31 07:18:52,036 INFO [train.py:927] (7/8) Epoch 17, batch 200, giga_loss[loss=0.1501, simple_loss=0.2388, pruned_loss=0.03068, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2644, pruned_loss=0.04609, over 1566588.58 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0655, over 11870.65 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.294, pruned_loss=0.05241, over 179159.42 frames. utt_duration=1045 frames, utt_pad_proportion=0.1238, over 686.70 utterances.], giga_tot_loss[loss=0.1774, simple_loss=0.2628, pruned_loss=0.04599, over 1495743.89 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06431, over 11799.92 utterances.], batch size: 70, lr: 2.38e-04
2022-08-31 07:20:38,099 INFO [train.py:927] (7/8) Epoch 17, batch 250, giga_loss[loss=0.155, simple_loss=0.2349, pruned_loss=0.03754, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.1746, simple_loss=0.2606, pruned_loss=0.04433, over 1767989.73 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06092, over 12848.70 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2958, pruned_loss=0.05559, over 269450.99 frames. utt_duration=1054 frames, utt_pad_proportion=0.1219, over 1024.28 utterances.], giga_tot_loss[loss=0.1721, simple_loss=0.2574, pruned_loss=0.04337, over 1681630.68 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05881, over 12896.28 utterances.], batch size: 31, lr: 2.38e-04
2022-08-31 07:22:20,532 INFO [train.py:927] (7/8) Epoch 17, batch 300, giga_loss[loss=0.1645, simple_loss=0.2505, pruned_loss=0.03925, over 12357.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.256, pruned_loss=0.04285, over 1924144.41 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06411, over 14385.13 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.291, pruned_loss=0.05433, over 312755.35 frames. utt_duration=1108 frames, utt_pad_proportion=0.109, over 1130.96 utterances.], giga_tot_loss[loss=0.1687, simple_loss=0.2534, pruned_loss=0.04201, over 1844848.90 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06305, over 14556.63 utterances.], batch size: 62, lr: 2.38e-04
2022-08-31 07:24:00,764 INFO [train.py:927] (7/8) Epoch 17, batch 350, giga_loss[loss=0.139, simple_loss=0.2293, pruned_loss=0.02435, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.0242, over 66.00 utterances.], tot_loss[loss=0.1694, simple_loss=0.2543, pruned_loss=0.04228, over 2046400.91 frames. utt_duration=536.1 frames, utt_pad_proportion=0.066, over 15312.40 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2905, pruned_loss=0.05481, over 376774.01 frames. utt_duration=1057 frames, utt_pad_proportion=0.1214, over 1427.54 utterances.], giga_tot_loss[loss=0.1667, simple_loss=0.2511, pruned_loss=0.04115, over 1969730.94 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06346, over 15544.18 utterances.], batch size: 66, lr: 2.38e-04
2022-08-31 07:25:44,547 INFO [train.py:927] (7/8) Epoch 17, batch 400, giga_loss[loss=0.1469, simple_loss=0.2358, pruned_loss=0.02896, over 12420.00 frames. utt_duration=711.1 frames, utt_pad_proportion=0.02461, over 70.00 utterances.], tot_loss[loss=0.1665, simple_loss=0.2509, pruned_loss=0.04109, over 2141334.42 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07654, over 17039.99 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2925, pruned_loss=0.05602, over 418374.22 frames. utt_duration=1011 frames, utt_pad_proportion=0.1329, over 1658.25 utterances.], giga_tot_loss[loss=0.1634, simple_loss=0.2473, pruned_loss=0.03972, over 2073734.68 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07292, over 17269.02 utterances.], batch size: 70, lr: 2.38e-04
2022-08-31 07:27:29,598 INFO [train.py:927] (7/8) Epoch 17, batch 450, giga_loss[loss=0.1552, simple_loss=0.2327, pruned_loss=0.03883, over 12439.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04388, over 134.00 utterances.], tot_loss[loss=0.1629, simple_loss=0.2468, pruned_loss=0.0395, over 2214900.17 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06908, over 16626.02 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.0537, over 488849.49 frames. utt_duration=1070 frames, utt_pad_proportion=0.1177, over 1829.69 utterances.], giga_tot_loss[loss=0.1601, simple_loss=0.2436, pruned_loss=0.03831, over 2151517.32 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06703, over 17128.73 utterances.], batch size: 134, lr: 2.38e-04
2022-08-31 07:29:09,305 INFO [train.py:927] (7/8) Epoch 17, batch 500, giga_loss[loss=0.2245, simple_loss=0.3095, pruned_loss=0.06975, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.1706, simple_loss=0.2549, pruned_loss=0.04315, over 2272670.58 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06539, over 17173.81 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2878, pruned_loss=0.05395, over 537964.67 frames. utt_duration=1085 frames, utt_pad_proportion=0.1087, over 1985.32 utterances.], giga_tot_loss[loss=0.1677, simple_loss=0.2515, pruned_loss=0.04195, over 2216975.03 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06432, over 17767.60 utterances.], batch size: 183, lr: 2.38e-04
2022-08-31 07:30:51,783 INFO [train.py:927] (7/8) Epoch 17, batch 550, giga_loss[loss=0.2055, simple_loss=0.3052, pruned_loss=0.05286, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03222, over 97.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2655, pruned_loss=0.04743, over 2318148.07 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06672, over 16957.17 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2843, pruned_loss=0.0524, over 604641.36 frames. utt_duration=1094 frames, utt_pad_proportion=0.1107, over 2213.16 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2629, pruned_loss=0.04667, over 2267750.64 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06502, over 17702.61 utterances.], batch size: 97, lr: 2.38e-04
2022-08-31 07:32:32,306 INFO [train.py:927] (7/8) Epoch 17, batch 600, giga_loss[loss=0.175, simple_loss=0.2724, pruned_loss=0.03879, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2713, pruned_loss=0.0494, over 2351623.12 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07074, over 17737.71 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2819, pruned_loss=0.05141, over 668402.78 frames. utt_duration=1137 frames, utt_pad_proportion=0.1011, over 2354.49 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2695, pruned_loss=0.04899, over 2307299.77 frames. utt_duration=495 frames, utt_pad_proportion=0.06999, over 18702.54 utterances.], batch size: 28, lr: 2.38e-04
2022-08-31 07:34:13,997 INFO [train.py:927] (7/8) Epoch 17, batch 650, giga_loss[loss=0.1934, simple_loss=0.2835, pruned_loss=0.05166, over 12391.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2751, pruned_loss=0.05033, over 2378956.61 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06715, over 17816.65 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2807, pruned_loss=0.05119, over 721932.82 frames. utt_duration=1168 frames, utt_pad_proportion=0.09403, over 2476.32 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2738, pruned_loss=0.05005, over 2340454.98 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06729, over 18905.84 utterances.], batch size: 58, lr: 2.38e-04
2022-08-31 07:35:53,870 INFO [train.py:927] (7/8) Epoch 17, batch 700, giga_loss[loss=0.1838, simple_loss=0.2746, pruned_loss=0.04649, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2794, pruned_loss=0.05261, over 2400498.67 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06674, over 17394.80 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2819, pruned_loss=0.05161, over 773992.33 frames. utt_duration=1132 frames, utt_pad_proportion=0.1008, over 2737.82 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.278, pruned_loss=0.05229, over 2367228.57 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06555, over 18435.79 utterances.], batch size: 51, lr: 2.38e-04
2022-08-31 07:37:37,149 INFO [train.py:927] (7/8) Epoch 17, batch 750, giga_loss[loss=0.2022, simple_loss=0.2919, pruned_loss=0.05624, over 12433.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05532, over 2417025.75 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06698, over 17917.62 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2825, pruned_loss=0.05168, over 807513.18 frames. utt_duration=1147 frames, utt_pad_proportion=0.09648, over 2820.39 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2842, pruned_loss=0.05513, over 2389667.37 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06638, over 18932.96 utterances.], batch size: 113, lr: 2.38e-04
2022-08-31 07:39:19,895 INFO [train.py:927] (7/8) Epoch 17, batch 800, giga_loss[loss=0.2517, simple_loss=0.3264, pruned_loss=0.08852, over 12373.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07135, over 212.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2888, pruned_loss=0.05617, over 2428906.88 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06771, over 17721.37 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.283, pruned_loss=0.0517, over 856906.70 frames. utt_duration=1161 frames, utt_pad_proportion=0.09039, over 2955.01 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2879, pruned_loss=0.05612, over 2405587.15 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0677, over 18801.99 utterances.], batch size: 212, lr: 2.38e-04
2022-08-31 07:41:02,207 INFO [train.py:927] (7/8) Epoch 17, batch 850, giga_loss[loss=0.1736, simple_loss=0.2687, pruned_loss=0.03924, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03607, over 28.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2894, pruned_loss=0.05555, over 2438161.52 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06769, over 17595.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2827, pruned_loss=0.05178, over 880802.33 frames. utt_duration=1140 frames, utt_pad_proportion=0.09931, over 3094.53 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05556, over 2419425.27 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06634, over 18529.31 utterances.], batch size: 28, lr: 2.38e-04
2022-08-31 07:42:44,613 INFO [train.py:927] (7/8) Epoch 17, batch 900, giga_loss[loss=0.1847, simple_loss=0.2804, pruned_loss=0.04454, over 12235.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03739, over 28.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2896, pruned_loss=0.05496, over 2445858.68 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06375, over 17191.15 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2828, pruned_loss=0.05184, over 896396.64 frames. utt_duration=1147 frames, utt_pad_proportion=0.0973, over 3131.50 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2892, pruned_loss=0.05496, over 2431131.80 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06303, over 18029.61 utterances.], batch size: 28, lr: 2.38e-04
2022-08-31 07:44:34,116 INFO [train.py:927] (7/8) Epoch 17, batch 950, giga_loss[loss=0.229, simple_loss=0.3058, pruned_loss=0.07604, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.0575, over 2452264.15 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0633, over 16966.02 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2825, pruned_loss=0.05157, over 943276.75 frames. utt_duration=1165 frames, utt_pad_proportion=0.0916, over 3244.18 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05775, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 2.38e-04
2022-08-31 07:46:17,010 INFO [train.py:927] (7/8) Epoch 17, batch 1000, giga_loss[loss=0.2062, simple_loss=0.2955, pruned_loss=0.05844, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05779, over 2456407.18 frames. utt_duration=581.8 frames, utt_pad_proportion=0.0625, over 16931.40 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2808, pruned_loss=0.05074, over 973511.47 frames. utt_duration=1183 frames, utt_pad_proportion=0.08865, over 3296.91 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2915, pruned_loss=0.05841, over 2446172.70 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06286, over 17890.20 utterances.], batch size: 62, lr: 2.38e-04
2022-08-31 07:47:58,910 INFO [train.py:927] (7/8) Epoch 17, batch 1050, giga_loss[loss=0.2225, simple_loss=0.3079, pruned_loss=0.06859, over 12345.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03242, over 85.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2895, pruned_loss=0.05743, over 2459944.01 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05915, over 16219.93 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2812, pruned_loss=0.05096, over 1010725.73 frames. utt_duration=1160 frames, utt_pad_proportion=0.09341, over 3491.22 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2902, pruned_loss=0.05801, over 2451343.52 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05818, over 17102.44 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 07:49:43,556 INFO [train.py:927] (7/8) Epoch 17, batch 1100, giga_loss[loss=0.18, simple_loss=0.281, pruned_loss=0.03951, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02939, over 74.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2895, pruned_loss=0.05764, over 2462772.21 frames. utt_duration=604.6 frames, utt_pad_proportion=0.05821, over 16334.18 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2807, pruned_loss=0.0505, over 1054009.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.08864, over 3589.17 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2905, pruned_loss=0.05848, over 2455582.21 frames. utt_duration=569 frames, utt_pad_proportion=0.05804, over 17307.57 utterances.], batch size: 74, lr: 2.37e-04
2022-08-31 07:51:28,537 INFO [train.py:927] (7/8) Epoch 17, batch 1150, giga_loss[loss=0.2108, simple_loss=0.286, pruned_loss=0.06779, over 12398.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2868, pruned_loss=0.05646, over 2465885.42 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05602, over 16612.50 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2804, pruned_loss=0.05041, over 1102602.74 frames. utt_duration=1192 frames, utt_pad_proportion=0.08386, over 3705.61 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.288, pruned_loss=0.05738, over 2460134.17 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05652, over 17684.87 utterances.], batch size: 259, lr: 2.37e-04
2022-08-31 07:53:10,832 INFO [train.py:927] (7/8) Epoch 17, batch 1200, giga_loss[loss=0.1716, simple_loss=0.2702, pruned_loss=0.03648, over 12367.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06069, over 182.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2829, pruned_loss=0.05519, over 2467649.38 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06041, over 17860.92 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2795, pruned_loss=0.04993, over 1149267.03 frames. utt_duration=1207 frames, utt_pad_proportion=0.08, over 3813.97 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2844, pruned_loss=0.05631, over 2463378.13 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06103, over 19065.55 utterances.], batch size: 182, lr: 2.37e-04
2022-08-31 07:54:53,606 INFO [train.py:927] (7/8) Epoch 17, batch 1250, giga_loss[loss=0.2031, simple_loss=0.2911, pruned_loss=0.05755, over 12381.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03113, over 62.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2822, pruned_loss=0.05448, over 2468379.26 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06054, over 17312.03 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.04981, over 1194538.78 frames. utt_duration=1205 frames, utt_pad_proportion=0.07913, over 3970.72 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2836, pruned_loss=0.05558, over 2465104.54 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06086, over 18567.63 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 07:56:34,922 INFO [train.py:927] (7/8) Epoch 17, batch 1300, giga_loss[loss=0.1923, simple_loss=0.2705, pruned_loss=0.05708, over 12410.00 frames. utt_duration=904 frames, utt_pad_proportion=0.03419, over 55.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2795, pruned_loss=0.05308, over 2469097.10 frames. utt_duration=587 frames, utt_pad_proportion=0.0584, over 16869.44 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2792, pruned_loss=0.04951, over 1226063.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.07628, over 4051.72 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2807, pruned_loss=0.05418, over 2466503.06 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05922, over 18097.14 utterances.], batch size: 55, lr: 2.37e-04
2022-08-31 07:58:16,937 INFO [train.py:927] (7/8) Epoch 17, batch 1350, giga_loss[loss=0.2035, simple_loss=0.2791, pruned_loss=0.06398, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2771, pruned_loss=0.05263, over 2470263.76 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05676, over 16855.90 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2794, pruned_loss=0.04968, over 1232298.93 frames. utt_duration=1212 frames, utt_pad_proportion=0.07565, over 4072.46 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2779, pruned_loss=0.05343, over 2468218.38 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05758, over 17850.81 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 08:00:01,206 INFO [train.py:927] (7/8) Epoch 17, batch 1400, giga_loss[loss=0.1921, simple_loss=0.2637, pruned_loss=0.06027, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2745, pruned_loss=0.05199, over 2471141.32 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05514, over 16250.20 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2796, pruned_loss=0.04983, over 1262863.98 frames. utt_duration=1220 frames, utt_pad_proportion=0.07285, over 4145.82 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.275, pruned_loss=0.05262, over 2469590.64 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05636, over 17259.47 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 08:01:44,725 INFO [train.py:927] (7/8) Epoch 17, batch 1450, giga_loss[loss=0.1943, simple_loss=0.2784, pruned_loss=0.0551, over 12316.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2723, pruned_loss=0.05139, over 2471569.90 frames. utt_duration=616.3 frames, utt_pad_proportion=0.05245, over 16080.34 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2787, pruned_loss=0.04934, over 1298575.04 frames. utt_duration=1229 frames, utt_pad_proportion=0.07032, over 4230.11 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2729, pruned_loss=0.05218, over 2470412.09 frames. utt_duration=578 frames, utt_pad_proportion=0.05395, over 17141.69 utterances.], batch size: 74, lr: 2.37e-04
2022-08-31 08:03:28,541 INFO [train.py:927] (7/8) Epoch 17, batch 1500, giga_loss[loss=0.1926, simple_loss=0.2683, pruned_loss=0.05845, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.27, pruned_loss=0.05091, over 2471052.46 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05261, over 15640.24 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2776, pruned_loss=0.04895, over 1327432.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06949, over 4309.75 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2709, pruned_loss=0.05176, over 2470294.25 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05385, over 16673.85 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:05:11,852 INFO [train.py:927] (7/8) Epoch 17, batch 1550, giga_loss[loss=0.1861, simple_loss=0.2705, pruned_loss=0.05084, over 12460.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2701, pruned_loss=0.05098, over 2471851.25 frames. utt_duration=652 frames, utt_pad_proportion=0.04963, over 15199.82 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2781, pruned_loss=0.04897, over 1349829.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.0676, over 4364.21 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2703, pruned_loss=0.05167, over 2471546.79 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05112, over 16171.33 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 08:06:55,048 INFO [train.py:927] (7/8) Epoch 17, batch 1600, giga_loss[loss=0.1919, simple_loss=0.2696, pruned_loss=0.0571, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03302, over 36.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2741, pruned_loss=0.0527, over 2471696.29 frames. utt_duration=642.1 frames, utt_pad_proportion=0.05093, over 15433.52 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2783, pruned_loss=0.04884, over 1377373.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.06539, over 4431.53 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.274, pruned_loss=0.05336, over 2471625.95 frames. utt_duration=605 frames, utt_pad_proportion=0.0524, over 16382.79 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 08:08:40,542 INFO [train.py:927] (7/8) Epoch 17, batch 1650, giga_loss[loss=0.182, simple_loss=0.2837, pruned_loss=0.04013, over 12390.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2801, pruned_loss=0.05559, over 2472319.46 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05897, over 16761.64 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.279, pruned_loss=0.04885, over 1393595.24 frames. utt_duration=1248 frames, utt_pad_proportion=0.06406, over 4473.81 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2797, pruned_loss=0.05616, over 2472361.05 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05995, over 17626.49 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 08:10:26,593 INFO [train.py:927] (7/8) Epoch 17, batch 1700, libri_loss[loss=0.2281, simple_loss=0.3133, pruned_loss=0.07143, over 12320.00 frames. utt_duration=415.5 frames, utt_pad_proportion=0.3447, over 119.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2851, pruned_loss=0.05718, over 2472009.22 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05889, over 16957.72 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2784, pruned_loss=0.04877, over 1430485.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06973, over 4617.57 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2851, pruned_loss=0.05792, over 2472288.47 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05806, over 17911.88 utterances.], batch size: 119, lr: 2.37e-04
2022-08-31 08:12:09,507 INFO [train.py:927] (7/8) Epoch 17, batch 1750, giga_loss[loss=0.1625, simple_loss=0.2618, pruned_loss=0.03163, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2879, pruned_loss=0.05777, over 2472374.87 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06397, over 17594.20 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2782, pruned_loss=0.0487, over 1441067.19 frames. utt_duration=1243 frames, utt_pad_proportion=0.0688, over 4643.35 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2882, pruned_loss=0.05848, over 2472417.61 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06335, over 18441.69 utterances.], batch size: 105, lr: 2.37e-04
2022-08-31 08:13:54,969 INFO [train.py:927] (7/8) Epoch 17, batch 1800, giga_loss[loss=0.1739, simple_loss=0.2634, pruned_loss=0.04221, over 12466.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03969, over 26.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.287, pruned_loss=0.05633, over 2472611.01 frames. utt_duration=549.2 frames, utt_pad_proportion=0.0702, over 18058.32 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2782, pruned_loss=0.04872, over 1451489.56 frames. utt_duration=1247 frames, utt_pad_proportion=0.06792, over 4662.88 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2873, pruned_loss=0.05694, over 2472517.45 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06968, over 18826.25 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 08:15:41,280 INFO [train.py:927] (7/8) Epoch 17, batch 1850, giga_loss[loss=0.2166, simple_loss=0.3026, pruned_loss=0.06527, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2874, pruned_loss=0.05615, over 2472191.02 frames. utt_duration=534.8 frames, utt_pad_proportion=0.07529, over 18542.20 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2774, pruned_loss=0.04848, over 1481073.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.06569, over 4721.14 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2883, pruned_loss=0.05696, over 2472716.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07528, over 19472.34 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 08:17:26,289 INFO [train.py:927] (7/8) Epoch 17, batch 1900, libri_loss[loss=0.1915, simple_loss=0.2904, pruned_loss=0.04626, over 12398.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008805, over 38.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2888, pruned_loss=0.05711, over 2472744.89 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07498, over 18536.25 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2771, pruned_loss=0.04828, over 1500582.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.06415, over 4754.52 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2898, pruned_loss=0.05801, over 2473315.03 frames. utt_duration=509 frames, utt_pad_proportion=0.0754, over 19492.62 utterances.], batch size: 38, lr: 2.37e-04
2022-08-31 08:19:13,659 INFO [train.py:927] (7/8) Epoch 17, batch 1950, giga_loss[loss=0.2771, simple_loss=0.3447, pruned_loss=0.1047, over 12418.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07196, over 212.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.292, pruned_loss=0.0598, over 2473289.71 frames. utt_duration=528.3 frames, utt_pad_proportion=0.07206, over 18779.86 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2777, pruned_loss=0.0488, over 1519575.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.06256, over 4800.17 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2927, pruned_loss=0.06038, over 2474016.34 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07291, over 19739.39 utterances.], batch size: 212, lr: 2.37e-04
2022-08-31 08:20:58,216 INFO [train.py:927] (7/8) Epoch 17, batch 2000, giga_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06545, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04293, over 34.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2925, pruned_loss=0.06025, over 2472953.59 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06977, over 18428.93 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2772, pruned_loss=0.04864, over 1533900.32 frames. utt_duration=1270 frames, utt_pad_proportion=0.06204, over 4836.87 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06094, over 2473447.76 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07071, over 19334.02 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 08:22:41,829 INFO [train.py:927] (7/8) Epoch 17, batch 2050, libri_loss[loss=0.1615, simple_loss=0.2434, pruned_loss=0.0398, over 12405.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008069, over 30.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.294, pruned_loss=0.06075, over 2472611.60 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06722, over 18004.24 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2769, pruned_loss=0.04848, over 1552372.55 frames. utt_duration=1275 frames, utt_pad_proportion=0.06058, over 4877.75 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2953, pruned_loss=0.06163, over 2473158.35 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06849, over 18939.55 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 08:24:26,089 INFO [train.py:927] (7/8) Epoch 17, batch 2100, giga_loss[loss=0.2269, simple_loss=0.3117, pruned_loss=0.07101, over 12411.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.02799, over 51.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06104, over 2472680.70 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06525, over 17346.21 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2768, pruned_loss=0.04859, over 1570621.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.05913, over 4913.96 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2953, pruned_loss=0.06189, over 2473141.03 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06676, over 18276.16 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 08:26:12,678 INFO [train.py:927] (7/8) Epoch 17, batch 2150, giga_loss[loss=0.2066, simple_loss=0.2978, pruned_loss=0.05769, over 12343.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2939, pruned_loss=0.06123, over 2473070.05 frames. utt_duration=603.4 frames, utt_pad_proportion=0.06063, over 16433.59 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2773, pruned_loss=0.04876, over 1584120.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05802, over 4948.05 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06196, over 2473418.69 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0624, over 17296.24 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 08:27:54,509 INFO [train.py:927] (7/8) Epoch 17, batch 2200, giga_loss[loss=0.1986, simple_loss=0.2821, pruned_loss=0.05758, over 12364.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2939, pruned_loss=0.06148, over 2471846.89 frames. utt_duration=621.5 frames, utt_pad_proportion=0.06107, over 15946.56 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2768, pruned_loss=0.04859, over 1614709.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.05718, over 5031.03 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2955, pruned_loss=0.06257, over 2472166.65 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06273, over 16910.31 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 08:29:46,133 INFO [train.py:927] (7/8) Epoch 17, batch 2250, giga_loss[loss=0.2083, simple_loss=0.293, pruned_loss=0.06178, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04462, over 31.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.06094, over 2472557.45 frames. utt_duration=611.8 frames, utt_pad_proportion=0.06043, over 16206.19 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2767, pruned_loss=0.04865, over 1635964.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.05573, over 5085.63 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2956, pruned_loss=0.06207, over 2472790.32 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06216, over 17170.75 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 08:31:29,675 INFO [train.py:927] (7/8) Epoch 17, batch 2300, giga_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06388, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03046, over 85.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2933, pruned_loss=0.06082, over 2472440.92 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05728, over 15737.97 utterances.], libri_tot_loss[loss=0.1867, simple_loss=0.2763, pruned_loss=0.04849, over 1652200.67 frames. utt_duration=1293 frames, utt_pad_proportion=0.05454, over 5115.72 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2952, pruned_loss=0.06202, over 2472940.65 frames. utt_duration=595 frames, utt_pad_proportion=0.0592, over 16666.16 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 08:33:14,023 INFO [train.py:927] (7/8) Epoch 17, batch 2350, giga_loss[loss=0.2389, simple_loss=0.3106, pruned_loss=0.08364, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2908, pruned_loss=0.05979, over 2472248.55 frames. utt_duration=612 frames, utt_pad_proportion=0.05899, over 16198.27 utterances.], libri_tot_loss[loss=0.1862, simple_loss=0.276, pruned_loss=0.04825, over 1680613.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.05249, over 5169.97 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2931, pruned_loss=0.06127, over 2472531.79 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06104, over 17253.04 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 08:34:57,388 INFO [train.py:927] (7/8) Epoch 17, batch 2400, giga_loss[loss=0.1954, simple_loss=0.2795, pruned_loss=0.05566, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03622, over 26.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2883, pruned_loss=0.05903, over 2471832.99 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06186, over 15866.70 utterances.], libri_tot_loss[loss=0.1859, simple_loss=0.2756, pruned_loss=0.04816, over 1699503.12 frames. utt_duration=1308 frames, utt_pad_proportion=0.05126, over 5201.42 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2906, pruned_loss=0.06052, over 2472699.50 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06378, over 16923.31 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 08:36:42,030 INFO [train.py:927] (7/8) Epoch 17, batch 2450, giga_loss[loss=0.2025, simple_loss=0.2821, pruned_loss=0.0614, over 12352.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2857, pruned_loss=0.05834, over 2471272.69 frames. utt_duration=641.6 frames, utt_pad_proportion=0.05805, over 15441.89 utterances.], libri_tot_loss[loss=0.1863, simple_loss=0.276, pruned_loss=0.04833, over 1722194.39 frames. utt_duration=1311 frames, utt_pad_proportion=0.04967, over 5259.57 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2876, pruned_loss=0.05973, over 2472154.67 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06043, over 16531.12 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 08:38:25,770 INFO [train.py:927] (7/8) Epoch 17, batch 2500, giga_loss[loss=0.1927, simple_loss=0.2774, pruned_loss=0.054, over 12303.00 frames. utt_duration=850.1 frames, utt_pad_proportion=0.03399, over 58.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2827, pruned_loss=0.05702, over 2472400.94 frames. utt_duration=642.6 frames, utt_pad_proportion=0.05495, over 15425.23 utterances.], libri_tot_loss[loss=0.1859, simple_loss=0.2755, pruned_loss=0.04813, over 1733419.58 frames. utt_duration=1316 frames, utt_pad_proportion=0.04891, over 5276.59 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2846, pruned_loss=0.05836, over 2473039.63 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05728, over 16409.67 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 08:40:08,619 INFO [train.py:927] (7/8) Epoch 17, batch 2550, giga_loss[loss=0.1633, simple_loss=0.2509, pruned_loss=0.03787, over 12323.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2818, pruned_loss=0.05605, over 2472378.13 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05402, over 15829.95 utterances.], libri_tot_loss[loss=0.1857, simple_loss=0.2754, pruned_loss=0.04803, over 1740636.49 frames. utt_duration=1318 frames, utt_pad_proportion=0.04839, over 5287.79 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2834, pruned_loss=0.05723, over 2473013.87 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05602, over 16677.75 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 08:41:53,019 INFO [train.py:927] (7/8) Epoch 17, batch 2600, giga_loss[loss=0.1774, simple_loss=0.2601, pruned_loss=0.04737, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0358, over 40.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2838, pruned_loss=0.05626, over 2473218.75 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05265, over 16605.40 utterances.], libri_tot_loss[loss=0.1857, simple_loss=0.2754, pruned_loss=0.04798, over 1747820.73 frames. utt_duration=1320 frames, utt_pad_proportion=0.0479, over 5301.86 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2851, pruned_loss=0.0573, over 2473830.57 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05436, over 17358.48 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 08:43:35,011 INFO [train.py:927] (7/8) Epoch 17, batch 2650, giga_loss[loss=0.1988, simple_loss=0.2818, pruned_loss=0.0579, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02943, over 45.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2848, pruned_loss=0.05564, over 2473245.59 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05478, over 17238.21 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.276, pruned_loss=0.04797, over 1786099.03 frames. utt_duration=1328 frames, utt_pad_proportion=0.04516, over 5384.35 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.286, pruned_loss=0.0569, over 2474350.87 frames. utt_duration=540 frames, utt_pad_proportion=0.05685, over 18378.16 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:45:17,623 INFO [train.py:927] (7/8) Epoch 17, batch 2700, giga_loss[loss=0.1759, simple_loss=0.2708, pruned_loss=0.04054, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02767, over 70.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.284, pruned_loss=0.0545, over 2473880.13 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05693, over 17858.99 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2765, pruned_loss=0.04821, over 1796321.18 frames. utt_duration=1309 frames, utt_pad_proportion=0.05144, over 5493.99 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2848, pruned_loss=0.05544, over 2474801.35 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05679, over 18823.84 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 08:47:00,222 INFO [train.py:927] (7/8) Epoch 17, batch 2750, libri_loss[loss=0.1714, simple_loss=0.2646, pruned_loss=0.03917, over 12353.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005168, over 33.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05532, over 2474932.77 frames. utt_duration=530.8 frames, utt_pad_proportion=0.05676, over 18705.17 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2767, pruned_loss=0.04822, over 1806364.13 frames. utt_duration=1304 frames, utt_pad_proportion=0.05183, over 5545.31 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.286, pruned_loss=0.05615, over 2475731.37 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05661, over 19601.68 utterances.], batch size: 33, lr: 2.37e-04
2022-08-31 08:48:41,768 INFO [train.py:927] (7/8) Epoch 17, batch 2800, giga_loss[loss=0.2159, simple_loss=0.3078, pruned_loss=0.06198, over 12400.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02593, over 91.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2874, pruned_loss=0.05589, over 2474205.75 frames. utt_duration=545.8 frames, utt_pad_proportion=0.057, over 18181.15 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2769, pruned_loss=0.04836, over 1819295.16 frames. utt_duration=1308 frames, utt_pad_proportion=0.05071, over 5570.23 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2878, pruned_loss=0.05659, over 2475137.69 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05719, over 19103.67 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 08:50:24,355 INFO [train.py:927] (7/8) Epoch 17, batch 2850, giga_loss[loss=0.1889, simple_loss=0.2846, pruned_loss=0.04662, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05442, over 162.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.0555, over 2474997.18 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06003, over 17861.53 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2774, pruned_loss=0.04861, over 1835887.24 frames. utt_duration=1307 frames, utt_pad_proportion=0.04946, over 5624.34 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2877, pruned_loss=0.05606, over 2475408.17 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06039, over 18816.29 utterances.], batch size: 162, lr: 2.37e-04
2022-08-31 08:52:08,330 INFO [train.py:927] (7/8) Epoch 17, batch 2900, giga_loss[loss=0.1663, simple_loss=0.2511, pruned_loss=0.04079, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03223, over 28.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05622, over 2474980.46 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06061, over 17884.25 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2786, pruned_loss=0.04897, over 1854768.92 frames. utt_duration=1300 frames, utt_pad_proportion=0.04908, over 5714.71 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2884, pruned_loss=0.05661, over 2475360.61 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06107, over 18910.64 utterances.], batch size: 28, lr: 2.37e-04
2022-08-31 08:53:50,256 INFO [train.py:927] (7/8) Epoch 17, batch 2950, giga_loss[loss=0.2112, simple_loss=0.3, pruned_loss=0.06115, over 12446.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04269, over 114.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.05575, over 2473920.24 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05623, over 16841.03 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2786, pruned_loss=0.04903, over 1869845.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04918, over 5768.64 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2875, pruned_loss=0.05617, over 2474470.35 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05688, over 17872.10 utterances.], batch size: 114, lr: 2.37e-04
2022-08-31 08:55:30,470 INFO [train.py:927] (7/8) Epoch 17, batch 3000, giga_loss[loss=0.1861, simple_loss=0.2746, pruned_loss=0.04878, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2846, pruned_loss=0.05477, over 2473868.18 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05334, over 16039.45 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2788, pruned_loss=0.04919, over 1890682.52 frames. utt_duration=1297 frames, utt_pad_proportion=0.04883, over 5838.91 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2846, pruned_loss=0.05519, over 2474290.65 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05423, over 17140.55 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 08:55:30,471 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 08:55:44,026 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1758, simple_loss=0.2838, pruned_loss=0.03388, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 08:57:21,813 INFO [train.py:927] (7/8) Epoch 17, batch 3050, giga_loss[loss=0.2061, simple_loss=0.2843, pruned_loss=0.06396, over 12316.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03434, over 51.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2859, pruned_loss=0.0546, over 2474241.18 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05639, over 16795.20 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2784, pruned_loss=0.04904, over 1902080.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.04794, over 5848.02 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05513, over 2474709.22 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05718, over 17848.52 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 08:59:00,931 INFO [train.py:927] (7/8) Epoch 17, batch 3100, libri_loss[loss=0.1943, simple_loss=0.2959, pruned_loss=0.04638, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007239, over 37.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05475, over 2474636.88 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05437, over 17068.72 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2786, pruned_loss=0.04909, over 1916309.53 frames. utt_duration=1302 frames, utt_pad_proportion=0.0478, over 5895.25 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2866, pruned_loss=0.05528, over 2474950.58 frames. utt_duration=547.3 frames, utt_pad_proportion=0.0552, over 18136.59 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:00:48,707 INFO [train.py:927] (7/8) Epoch 17, batch 3150, libri_loss[loss=0.1542, simple_loss=0.2466, pruned_loss=0.03084, over 12379.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.007151, over 30.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.284, pruned_loss=0.05458, over 2474544.55 frames. utt_duration=602 frames, utt_pad_proportion=0.05143, over 16482.27 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2785, pruned_loss=0.04903, over 1930203.87 frames. utt_duration=1303 frames, utt_pad_proportion=0.04712, over 5934.43 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2845, pruned_loss=0.0552, over 2474726.85 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05254, over 17550.31 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 09:02:29,123 INFO [train.py:927] (7/8) Epoch 17, batch 3200, giga_loss[loss=0.1753, simple_loss=0.2582, pruned_loss=0.04626, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03466, over 37.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2825, pruned_loss=0.05449, over 2474828.25 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05102, over 16657.38 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2784, pruned_loss=0.04908, over 1935433.83 frames. utt_duration=1302 frames, utt_pad_proportion=0.0473, over 5952.97 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.283, pruned_loss=0.055, over 2475143.03 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05188, over 17574.90 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:04:07,657 INFO [train.py:927] (7/8) Epoch 17, batch 3250, giga_loss[loss=0.1793, simple_loss=0.2511, pruned_loss=0.05377, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03093, over 42.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2793, pruned_loss=0.05318, over 2473864.60 frames. utt_duration=613.8 frames, utt_pad_proportion=0.04833, over 16161.51 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.279, pruned_loss=0.04926, over 1951129.53 frames. utt_duration=1305 frames, utt_pad_proportion=0.0459, over 5986.95 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2793, pruned_loss=0.05357, over 2474369.10 frames. utt_duration=578.2 frames, utt_pad_proportion=0.04965, over 17163.76 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 09:05:50,687 INFO [train.py:927] (7/8) Epoch 17, batch 3300, giga_loss[loss=0.1737, simple_loss=0.2601, pruned_loss=0.04361, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2768, pruned_loss=0.05231, over 2474504.92 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05201, over 16618.14 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2791, pruned_loss=0.04921, over 1958847.14 frames. utt_duration=1306 frames, utt_pad_proportion=0.04522, over 6007.03 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2767, pruned_loss=0.0527, over 2474977.52 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05306, over 17521.86 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 09:07:30,023 INFO [train.py:927] (7/8) Epoch 17, batch 3350, giga_loss[loss=0.2184, simple_loss=0.3152, pruned_loss=0.06074, over 12321.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04887, over 26.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2789, pruned_loss=0.05354, over 2474616.81 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05441, over 16639.56 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2796, pruned_loss=0.04966, over 1966537.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.05107, over 6107.45 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2785, pruned_loss=0.05358, over 2474989.87 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05343, over 17407.21 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 09:09:10,045 INFO [train.py:927] (7/8) Epoch 17, batch 3400, giga_loss[loss=0.1819, simple_loss=0.276, pruned_loss=0.0439, over 12380.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0264, over 66.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2818, pruned_loss=0.05456, over 2473492.05 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05594, over 16622.99 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.28, pruned_loss=0.0499, over 1981423.71 frames. utt_duration=1289 frames, utt_pad_proportion=0.05108, over 6158.31 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2812, pruned_loss=0.05453, over 2473928.66 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05519, over 17478.50 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 09:10:51,264 INFO [train.py:927] (7/8) Epoch 17, batch 3450, giga_loss[loss=0.1981, simple_loss=0.2812, pruned_loss=0.05747, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02404, over 45.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2842, pruned_loss=0.0555, over 2473180.87 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05376, over 16670.12 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2797, pruned_loss=0.04989, over 1993011.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.05137, over 6187.72 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.284, pruned_loss=0.05561, over 2474089.21 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05324, over 17569.53 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 09:12:36,561 INFO [train.py:927] (7/8) Epoch 17, batch 3500, libri_loss[loss=0.1738, simple_loss=0.2625, pruned_loss=0.04257, over 12291.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008682, over 36.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2909, pruned_loss=0.06074, over 2473493.79 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06168, over 17977.90 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2795, pruned_loss=0.04983, over 2011295.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.05211, over 6259.19 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2913, pruned_loss=0.06124, over 2474808.97 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06096, over 19076.90 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 09:14:19,005 INFO [train.py:927] (7/8) Epoch 17, batch 3550, giga_loss[loss=0.2363, simple_loss=0.3205, pruned_loss=0.07603, over 12353.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04708, over 146.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2964, pruned_loss=0.06473, over 2473660.84 frames. utt_duration=518.5 frames, utt_pad_proportion=0.07251, over 19139.41 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2796, pruned_loss=0.04991, over 2020283.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.05117, over 6273.88 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2969, pruned_loss=0.06529, over 2474882.24 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07175, over 20209.84 utterances.], batch size: 146, lr: 2.37e-04
2022-08-31 09:16:03,184 INFO [train.py:927] (7/8) Epoch 17, batch 3600, giga_loss[loss=0.2421, simple_loss=0.3248, pruned_loss=0.07969, over 12376.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3025, pruned_loss=0.06862, over 2473580.74 frames. utt_duration=520.8 frames, utt_pad_proportion=0.07129, over 19052.48 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2803, pruned_loss=0.05033, over 2031400.91 frames. utt_duration=1292 frames, utt_pad_proportion=0.05001, over 6298.67 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3028, pruned_loss=0.06914, over 2474667.90 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07122, over 20171.33 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 09:17:46,244 INFO [train.py:927] (7/8) Epoch 17, batch 3650, giga_loss[loss=0.25, simple_loss=0.3248, pruned_loss=0.08764, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03224, over 104.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.0718, over 2473742.40 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07513, over 19944.99 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2811, pruned_loss=0.05088, over 2046577.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05988, over 6505.63 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07239, over 2474685.15 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07239, over 21051.12 utterances.], batch size: 104, lr: 2.37e-04
2022-08-31 09:19:34,100 INFO [train.py:927] (7/8) Epoch 17, batch 3700, giga_loss[loss=0.2708, simple_loss=0.3438, pruned_loss=0.09893, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03023, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07675, over 2473520.89 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08103, over 21508.60 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.281, pruned_loss=0.05082, over 2052843.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.0591, over 6505.06 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3129, pruned_loss=0.07754, over 2474345.81 frames. utt_duration=440.1 frames, utt_pad_proportion=0.079, over 22564.09 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:21:22,015 INFO [train.py:927] (7/8) Epoch 17, batch 3750, giga_loss[loss=0.196, simple_loss=0.2842, pruned_loss=0.05391, over 12358.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03231, over 51.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.07784, over 2473901.50 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07867, over 21307.07 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2807, pruned_loss=0.05058, over 2069149.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05706, over 6511.60 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3156, pruned_loss=0.07962, over 2474788.86 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07786, over 22692.27 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 09:23:03,445 INFO [train.py:927] (7/8) Epoch 17, batch 3800, giga_loss[loss=0.1916, simple_loss=0.2829, pruned_loss=0.05021, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07817, over 2473679.73 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07537, over 20630.59 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2812, pruned_loss=0.05093, over 2086990.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.05505, over 6556.00 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3159, pruned_loss=0.08049, over 2474393.16 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07572, over 22309.24 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 09:24:48,694 INFO [train.py:927] (7/8) Epoch 17, batch 3850, giga_loss[loss=0.3461, simple_loss=0.3895, pruned_loss=0.1514, over 12365.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3156, pruned_loss=0.07938, over 2473971.71 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07534, over 21617.51 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2812, pruned_loss=0.05093, over 2086990.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.05505, over 6556.00 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3176, pruned_loss=0.08118, over 2474526.98 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07561, over 22924.02 utterances.], batch size: 258, lr: 2.37e-04
2022-08-31 09:26:32,541 INFO [train.py:927] (7/8) Epoch 17, batch 3900, giga_loss[loss=0.2591, simple_loss=0.33, pruned_loss=0.09415, over 12417.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.08027, over 214.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3176, pruned_loss=0.08082, over 2473592.22 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08225, over 23179.59 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2812, pruned_loss=0.05086, over 2094124.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05423, over 6561.93 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3198, pruned_loss=0.08285, over 2474523.56 frames. utt_duration=405.4 frames, utt_pad_proportion=0.08247, over 24506.79 utterances.], batch size: 214, lr: 2.37e-04
2022-08-31 09:28:17,315 INFO [train.py:927] (7/8) Epoch 17, batch 3950, giga_loss[loss=0.2947, simple_loss=0.3504, pruned_loss=0.1196, over 12374.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3174, pruned_loss=0.0799, over 2473758.60 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08523, over 23840.50 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2815, pruned_loss=0.05087, over 2103150.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.05301, over 6575.67 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3198, pruned_loss=0.08219, over 2474847.61 frames. utt_duration=393.1 frames, utt_pad_proportion=0.08574, over 25278.54 utterances.], batch size: 258, lr: 2.37e-04
2022-08-31 09:30:00,796 INFO [train.py:927] (7/8) Epoch 17, batch 4000, libri_loss[loss=0.2048, simple_loss=0.297, pruned_loss=0.05634, over 12308.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007332, over 36.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3136, pruned_loss=0.07673, over 2474317.13 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0798, over 22481.60 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2816, pruned_loss=0.05105, over 2115723.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05699, over 6662.73 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3165, pruned_loss=0.07931, over 2475395.27 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07987, over 24089.75 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 09:31:46,640 INFO [train.py:927] (7/8) Epoch 17, batch 4050, giga_loss[loss=0.2477, simple_loss=0.3249, pruned_loss=0.08526, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3115, pruned_loss=0.0754, over 2474686.92 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08021, over 22099.18 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2815, pruned_loss=0.05099, over 2119456.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05648, over 6663.10 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3142, pruned_loss=0.07767, over 2475409.19 frames. utt_duration=423 frames, utt_pad_proportion=0.08041, over 23490.59 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 09:33:39,465 INFO [train.py:927] (7/8) Epoch 17, batch 4100, giga_loss[loss=0.2465, simple_loss=0.3376, pruned_loss=0.07772, over 12407.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03987, over 133.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07466, over 2474911.48 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07831, over 21805.47 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2814, pruned_loss=0.05086, over 2124623.98 frames. utt_duration=1278 frames, utt_pad_proportion=0.05576, over 6660.17 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3135, pruned_loss=0.07688, over 2475593.57 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07883, over 23112.30 utterances.], batch size: 133, lr: 2.37e-04
2022-08-31 09:35:24,861 INFO [train.py:927] (7/8) Epoch 17, batch 4150, libri_loss[loss=0.1898, simple_loss=0.2776, pruned_loss=0.05103, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008134, over 37.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3118, pruned_loss=0.07334, over 2474755.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07655, over 21571.58 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2814, pruned_loss=0.05095, over 2134468.19 frames. utt_duration=1282 frames, utt_pad_proportion=0.05429, over 6665.41 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3147, pruned_loss=0.07569, over 2475791.26 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07766, over 23045.38 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:37:11,682 INFO [train.py:927] (7/8) Epoch 17, batch 4200, giga_loss[loss=0.2164, simple_loss=0.3124, pruned_loss=0.06022, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.228, simple_loss=0.311, pruned_loss=0.07244, over 2474396.49 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07373, over 21069.78 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2814, pruned_loss=0.05081, over 2144303.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.05319, over 6680.27 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3142, pruned_loss=0.07505, over 2475449.96 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07527, over 22648.96 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 09:39:05,651 INFO [train.py:927] (7/8) Epoch 17, batch 4250, giga_loss[loss=0.2216, simple_loss=0.2918, pruned_loss=0.07572, over 12362.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2119, over 373.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3104, pruned_loss=0.07259, over 2475063.95 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07324, over 21622.79 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2819, pruned_loss=0.05083, over 2150772.39 frames. utt_duration=1286 frames, utt_pad_proportion=0.05237, over 6699.44 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3131, pruned_loss=0.07503, over 2475984.95 frames. utt_duration=430 frames, utt_pad_proportion=0.07478, over 23111.95 utterances.], batch size: 373, lr: 2.37e-04
2022-08-31 09:40:55,855 INFO [train.py:927] (7/8) Epoch 17, batch 4300, giga_loss[loss=0.1974, simple_loss=0.2869, pruned_loss=0.05398, over 12372.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02776, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3088, pruned_loss=0.07209, over 2474980.06 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07703, over 21609.82 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05091, over 2154188.06 frames. utt_duration=1287 frames, utt_pad_proportion=0.05195, over 6701.47 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3111, pruned_loss=0.07412, over 2475561.17 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07818, over 22895.92 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 09:42:43,941 INFO [train.py:927] (7/8) Epoch 17, batch 4350, giga_loss[loss=0.2472, simple_loss=0.327, pruned_loss=0.08373, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.311, pruned_loss=0.07362, over 2474090.14 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07656, over 21353.72 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05108, over 2159038.00 frames. utt_duration=1287 frames, utt_pad_proportion=0.05122, over 6715.86 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3128, pruned_loss=0.07538, over 2474503.31 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07782, over 22555.16 utterances.], batch size: 183, lr: 2.37e-04
2022-08-31 09:44:31,703 INFO [train.py:927] (7/8) Epoch 17, batch 4400, giga_loss[loss=0.2102, simple_loss=0.291, pruned_loss=0.06475, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03355, over 80.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3099, pruned_loss=0.07351, over 2474789.68 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07846, over 21909.19 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05131, over 2165190.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.05514, over 6790.20 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3118, pruned_loss=0.07514, over 2475235.34 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07843, over 23078.51 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:46:20,608 INFO [train.py:927] (7/8) Epoch 17, batch 4450, giga_loss[loss=0.2318, simple_loss=0.304, pruned_loss=0.07978, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3092, pruned_loss=0.07346, over 2475518.22 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0744, over 21698.73 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05149, over 2171376.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05516, over 6821.88 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3108, pruned_loss=0.075, over 2475841.09 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0747, over 22861.69 utterances.], batch size: 86, lr: 2.37e-04
2022-08-31 09:48:07,715 INFO [train.py:927] (7/8) Epoch 17, batch 4500, libri_loss[loss=0.1608, simple_loss=0.242, pruned_loss=0.03977, over 12227.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008266, over 29.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3062, pruned_loss=0.07242, over 2475310.97 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07466, over 21391.10 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05141, over 2174350.19 frames. utt_duration=1277 frames, utt_pad_proportion=0.0547, over 6819.64 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.308, pruned_loss=0.0739, over 2475638.05 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07508, over 22445.77 utterances.], batch size: 29, lr: 2.37e-04
2022-08-31 09:49:55,199 INFO [train.py:927] (7/8) Epoch 17, batch 4550, giga_loss[loss=0.2221, simple_loss=0.3153, pruned_loss=0.06449, over 12401.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03249, over 75.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3046, pruned_loss=0.07119, over 2475375.45 frames. utt_duration=459 frames, utt_pad_proportion=0.07894, over 21640.41 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05134, over 2181505.95 frames. utt_duration=1279 frames, utt_pad_proportion=0.05348, over 6829.95 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3064, pruned_loss=0.0729, over 2475907.84 frames. utt_duration=435.7 frames, utt_pad_proportion=0.0796, over 22807.19 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 09:51:37,489 INFO [train.py:927] (7/8) Epoch 17, batch 4600, giga_loss[loss=0.2235, simple_loss=0.3076, pruned_loss=0.06975, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.06972, over 2474029.47 frames. utt_duration=469 frames, utt_pad_proportion=0.08141, over 21166.19 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2825, pruned_loss=0.05113, over 2196022.47 frames. utt_duration=1289 frames, utt_pad_proportion=0.05126, over 6821.66 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07224, over 2475567.26 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08289, over 22875.64 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 09:53:23,803 INFO [train.py:927] (7/8) Epoch 17, batch 4650, giga_loss[loss=0.265, simple_loss=0.3302, pruned_loss=0.09995, over 12409.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07652, over 213.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06866, over 2473792.79 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07598, over 20468.76 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2821, pruned_loss=0.05095, over 2202807.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.05035, over 6825.27 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3056, pruned_loss=0.07118, over 2475079.04 frames. utt_duration=449 frames, utt_pad_proportion=0.07801, over 22120.95 utterances.], batch size: 213, lr: 2.36e-04
2022-08-31 09:55:11,396 INFO [train.py:927] (7/8) Epoch 17, batch 4700, giga_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.06038, over 12428.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3035, pruned_loss=0.06973, over 2474003.42 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07622, over 20217.07 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.282, pruned_loss=0.05101, over 2210933.12 frames. utt_duration=1295 frames, utt_pad_proportion=0.04913, over 6835.26 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.0722, over 2474969.55 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07842, over 21898.42 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 09:56:55,870 INFO [train.py:927] (7/8) Epoch 17, batch 4750, giga_loss[loss=0.2166, simple_loss=0.2937, pruned_loss=0.06982, over 12361.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03316, over 104.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3035, pruned_loss=0.0708, over 2473718.64 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07011, over 19682.18 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2819, pruned_loss=0.05105, over 2221248.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04764, over 6819.19 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.07348, over 2474529.63 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07307, over 21541.89 utterances.], batch size: 104, lr: 2.36e-04
2022-08-31 09:58:42,856 INFO [train.py:927] (7/8) Epoch 17, batch 4800, libri_loss[loss=0.2044, simple_loss=0.3011, pruned_loss=0.05381, over 12477.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.0656, over 52.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3034, pruned_loss=0.07084, over 2474212.82 frames. utt_duration=510 frames, utt_pad_proportion=0.06882, over 19460.64 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2824, pruned_loss=0.05127, over 2228742.46 frames. utt_duration=1286 frames, utt_pad_proportion=0.05234, over 6940.09 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3063, pruned_loss=0.07337, over 2474840.56 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07019, over 21195.65 utterances.], batch size: 52, lr: 2.36e-04
2022-08-31 10:00:27,951 INFO [train.py:927] (7/8) Epoch 17, batch 4850, giga_loss[loss=0.2523, simple_loss=0.3288, pruned_loss=0.08792, over 12195.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03186, over 36.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3025, pruned_loss=0.06945, over 2473368.92 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06672, over 19001.19 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05085, over 2235813.52 frames. utt_duration=1294 frames, utt_pad_proportion=0.05113, over 6919.09 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.306, pruned_loss=0.07235, over 2474038.33 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06846, over 20746.38 utterances.], batch size: 36, lr: 2.36e-04
2022-08-31 10:02:14,495 INFO [train.py:927] (7/8) Epoch 17, batch 4900, giga_loss[loss=0.2197, simple_loss=0.2981, pruned_loss=0.07069, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3021, pruned_loss=0.06903, over 2473836.48 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06619, over 18690.28 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2821, pruned_loss=0.05114, over 2243137.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.0559, over 7027.43 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07159, over 2474140.85 frames. utt_duration=489 frames, utt_pad_proportion=0.06644, over 20299.73 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 10:03:58,463 INFO [train.py:927] (7/8) Epoch 17, batch 4950, giga_loss[loss=0.2293, simple_loss=0.3173, pruned_loss=0.07059, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3009, pruned_loss=0.06843, over 2473791.31 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0639, over 18298.67 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2818, pruned_loss=0.05102, over 2254299.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.05471, over 7052.26 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3044, pruned_loss=0.07143, over 2474145.99 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06481, over 20111.66 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 10:05:46,435 INFO [train.py:927] (7/8) Epoch 17, batch 5000, giga_loss[loss=0.2185, simple_loss=0.3086, pruned_loss=0.06418, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0281, over 45.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3051, pruned_loss=0.07073, over 2473510.50 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07139, over 20135.79 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2823, pruned_loss=0.05106, over 2261412.20 frames. utt_duration=1283 frames, utt_pad_proportion=0.05311, over 7060.26 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.0737, over 2474184.63 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0721, over 21962.88 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 10:07:30,749 INFO [train.py:927] (7/8) Epoch 17, batch 5050, giga_loss[loss=0.225, simple_loss=0.3085, pruned_loss=0.07079, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3073, pruned_loss=0.07038, over 2474692.97 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06733, over 20067.88 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05106, over 2267631.79 frames. utt_duration=1284 frames, utt_pad_proportion=0.05202, over 7072.22 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3103, pruned_loss=0.07331, over 2475303.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06867, over 21883.89 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 10:09:16,781 INFO [train.py:927] (7/8) Epoch 17, batch 5100, libri_loss[loss=0.2474, simple_loss=0.3228, pruned_loss=0.08597, over 12482.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.06473, over 52.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07204, over 2473814.90 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06264, over 19537.65 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2827, pruned_loss=0.05125, over 2270475.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.05168, over 7087.16 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3118, pruned_loss=0.07445, over 2474480.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06423, over 21130.27 utterances.], batch size: 52, lr: 2.36e-04
2022-08-31 10:11:02,938 INFO [train.py:927] (7/8) Epoch 17, batch 5150, giga_loss[loss=0.2219, simple_loss=0.3046, pruned_loss=0.06963, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07232, over 2474278.26 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06688, over 19433.57 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05126, over 2279677.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.05103, over 7114.86 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3114, pruned_loss=0.07512, over 2474637.28 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06834, over 21212.27 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 10:12:48,292 INFO [train.py:927] (7/8) Epoch 17, batch 5200, giga_loss[loss=0.1917, simple_loss=0.2779, pruned_loss=0.05275, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03141, over 80.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3062, pruned_loss=0.07169, over 2475256.84 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07011, over 19721.44 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05081, over 2287704.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.05044, over 7131.73 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3105, pruned_loss=0.07505, over 2475230.71 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07136, over 21578.49 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 10:14:37,138 INFO [train.py:927] (7/8) Epoch 17, batch 5250, giga_loss[loss=0.2842, simple_loss=0.3367, pruned_loss=0.1159, over 12344.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3069, pruned_loss=0.07256, over 2475706.38 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06998, over 20049.12 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05081, over 2290508.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.04985, over 7120.79 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3106, pruned_loss=0.0755, over 2475700.62 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07122, over 21695.04 utterances.], batch size: 369, lr: 2.36e-04
2022-08-31 10:16:23,171 INFO [train.py:927] (7/8) Epoch 17, batch 5300, giga_loss[loss=0.2204, simple_loss=0.2972, pruned_loss=0.07185, over 12303.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3053, pruned_loss=0.07223, over 2475327.10 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07034, over 19932.78 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05066, over 2294048.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04907, over 7106.47 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3089, pruned_loss=0.07513, over 2475442.12 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0717, over 21503.32 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 10:18:08,084 INFO [train.py:927] (7/8) Epoch 17, batch 5350, giga_loss[loss=0.2271, simple_loss=0.3074, pruned_loss=0.07343, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03808, over 113.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07252, over 2475596.08 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06949, over 19842.99 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05065, over 2296645.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04866, over 7098.97 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3089, pruned_loss=0.07511, over 2475794.19 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07085, over 21264.07 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:19:53,374 INFO [train.py:927] (7/8) Epoch 17, batch 5400, giga_loss[loss=0.2161, simple_loss=0.3076, pruned_loss=0.06233, over 12382.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.07217, over 2475321.19 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07327, over 19986.74 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05072, over 2301536.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04806, over 7095.15 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07476, over 2475862.64 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07453, over 21477.60 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 10:21:40,736 INFO [train.py:927] (7/8) Epoch 17, batch 5450, giga_loss[loss=0.22, simple_loss=0.3202, pruned_loss=0.0599, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0275, over 45.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.307, pruned_loss=0.07106, over 2475448.51 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07305, over 19592.26 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2819, pruned_loss=0.05094, over 2305913.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.05199, over 7194.49 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3097, pruned_loss=0.07342, over 2475820.18 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07307, over 20981.68 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 10:23:24,336 INFO [train.py:927] (7/8) Epoch 17, batch 5500, giga_loss[loss=0.2443, simple_loss=0.3225, pruned_loss=0.08306, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3079, pruned_loss=0.06985, over 2474234.68 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06988, over 18808.09 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2821, pruned_loss=0.05104, over 2312257.00 frames. utt_duration=1285 frames, utt_pad_proportion=0.05062, over 7207.32 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3108, pruned_loss=0.07237, over 2474805.04 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07087, over 20349.95 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 10:25:07,958 INFO [train.py:927] (7/8) Epoch 17, batch 5550, giga_loss[loss=0.2208, simple_loss=0.3038, pruned_loss=0.06895, over 12279.00 frames. utt_duration=848.3 frames, utt_pad_proportion=0.03267, over 58.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3111, pruned_loss=0.07277, over 2474922.17 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06594, over 18995.02 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2825, pruned_loss=0.0511, over 2314519.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.05011, over 7223.08 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3134, pruned_loss=0.07499, over 2475538.22 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06723, over 20364.94 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 10:26:55,197 INFO [train.py:927] (7/8) Epoch 17, batch 5600, giga_loss[loss=0.2045, simple_loss=0.3001, pruned_loss=0.05443, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02421, over 66.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3105, pruned_loss=0.07265, over 2474093.44 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06641, over 19045.93 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2824, pruned_loss=0.05098, over 2319313.26 frames. utt_duration=1285 frames, utt_pad_proportion=0.04903, over 7225.36 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3132, pruned_loss=0.07512, over 2474543.52 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0679, over 20452.74 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 10:28:39,936 INFO [train.py:927] (7/8) Epoch 17, batch 5650, giga_loss[loss=0.1823, simple_loss=0.2744, pruned_loss=0.04516, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03443, over 43.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3103, pruned_loss=0.07128, over 2474190.10 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06305, over 19032.41 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.05094, over 2322752.84 frames. utt_duration=1289 frames, utt_pad_proportion=0.04807, over 7213.73 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3133, pruned_loss=0.07378, over 2474912.96 frames. utt_duration=486 frames, utt_pad_proportion=0.06488, over 20432.34 utterances.], batch size: 43, lr: 2.36e-04
2022-08-31 10:30:25,804 INFO [train.py:927] (7/8) Epoch 17, batch 5700, libri_loss[loss=0.1971, simple_loss=0.2868, pruned_loss=0.05366, over 12374.00 frames. utt_duration=775 frames, utt_pad_proportion=0.1183, over 64.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3104, pruned_loss=0.07104, over 2474642.70 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06623, over 19251.38 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.05098, over 2324953.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.04831, over 7235.58 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3131, pruned_loss=0.07325, over 2475256.12 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06749, over 20497.50 utterances.], batch size: 64, lr: 2.36e-04
2022-08-31 10:32:10,467 INFO [train.py:927] (7/8) Epoch 17, batch 5750, giga_loss[loss=0.2348, simple_loss=0.312, pruned_loss=0.07883, over 12402.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06293, over 183.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3105, pruned_loss=0.0724, over 2475269.00 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07209, over 20346.23 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05108, over 2326253.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.04883, over 7260.08 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3127, pruned_loss=0.07422, over 2475931.92 frames. utt_duration=464 frames, utt_pad_proportion=0.07271, over 21412.06 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 10:33:59,332 INFO [train.py:927] (7/8) Epoch 17, batch 5800, giga_loss[loss=0.1962, simple_loss=0.2822, pruned_loss=0.05511, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02632, over 54.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3103, pruned_loss=0.07309, over 2475320.30 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07224, over 21202.81 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2835, pruned_loss=0.05159, over 2328970.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.04918, over 7307.73 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3116, pruned_loss=0.07447, over 2476072.45 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07277, over 22252.11 utterances.], batch size: 54, lr: 2.36e-04
2022-08-31 10:35:40,940 INFO [train.py:927] (7/8) Epoch 17, batch 5850, libri_loss[loss=0.1737, simple_loss=0.2662, pruned_loss=0.04055, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006537, over 32.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.07342, over 2475386.81 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07258, over 21023.90 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05169, over 2332635.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.04832, over 7314.89 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3108, pruned_loss=0.07492, over 2475968.94 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07341, over 22167.66 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 10:37:20,167 INFO [train.py:927] (7/8) Epoch 17, batch 5900, giga_loss[loss=0.2128, simple_loss=0.2893, pruned_loss=0.06817, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3069, pruned_loss=0.07147, over 2475080.14 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07186, over 21491.45 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2834, pruned_loss=0.05157, over 2335560.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.04739, over 7298.19 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3089, pruned_loss=0.07324, over 2476079.85 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07293, over 22717.88 utterances.], batch size: 369, lr: 2.36e-04
2022-08-31 10:39:10,055 INFO [train.py:927] (7/8) Epoch 17, batch 5950, giga_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06197, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03377, over 85.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3051, pruned_loss=0.07012, over 2474404.74 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07071, over 21703.91 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2836, pruned_loss=0.05182, over 2338613.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.04645, over 7282.87 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.07174, over 2475548.78 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07202, over 23013.20 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 10:40:58,203 INFO [train.py:927] (7/8) Epoch 17, batch 6000, libri_loss[loss=0.156, simple_loss=0.2469, pruned_loss=0.03256, over 12438.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00682, over 32.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3013, pruned_loss=0.06845, over 2473658.16 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06647, over 20551.12 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05139, over 2342814.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.04556, over 7260.39 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.0707, over 2475025.56 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0683, over 22082.07 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 10:40:58,204 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 10:41:12,225 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1733, simple_loss=0.2825, pruned_loss=0.0321, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 10:42:55,069 INFO [train.py:927] (7/8) Epoch 17, batch 6050, libri_loss[loss=0.2099, simple_loss=0.3068, pruned_loss=0.05652, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007488, over 37.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3026, pruned_loss=0.06918, over 2474086.24 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07091, over 20821.11 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2833, pruned_loss=0.05149, over 2344143.66 frames. utt_duration=1293 frames, utt_pad_proportion=0.04518, over 7260.79 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07104, over 2475157.79 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07229, over 22150.59 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:44:42,486 INFO [train.py:927] (7/8) Epoch 17, batch 6100, giga_loss[loss=0.2035, simple_loss=0.289, pruned_loss=0.05896, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03847, over 37.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07071, over 2473246.47 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07674, over 21511.76 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05145, over 2345876.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04469, over 7256.95 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3063, pruned_loss=0.07244, over 2474290.16 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0778, over 22758.75 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:46:28,151 INFO [train.py:927] (7/8) Epoch 17, batch 6150, giga_loss[loss=0.2127, simple_loss=0.3017, pruned_loss=0.06182, over 12311.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.03158, over 66.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07177, over 2472613.87 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07399, over 21026.99 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.0514, over 2349825.86 frames. utt_duration=1295 frames, utt_pad_proportion=0.04439, over 7267.44 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07382, over 2473857.51 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07546, over 22467.63 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 10:48:11,451 INFO [train.py:927] (7/8) Epoch 17, batch 6200, giga_loss[loss=0.243, simple_loss=0.326, pruned_loss=0.07999, over 12363.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06072, over 182.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07196, over 2472077.50 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07465, over 21077.25 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05104, over 2355265.73 frames. utt_duration=1302 frames, utt_pad_proportion=0.04273, over 7243.06 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07498, over 2474171.90 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07673, over 22975.20 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 10:50:01,072 INFO [train.py:927] (7/8) Epoch 17, batch 6250, giga_loss[loss=0.2039, simple_loss=0.2898, pruned_loss=0.05899, over 12346.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03574, over 104.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3058, pruned_loss=0.07206, over 2471981.46 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07334, over 20456.53 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05086, over 2358532.88 frames. utt_duration=1308 frames, utt_pad_proportion=0.04177, over 7220.03 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07523, over 2473853.07 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07572, over 22374.93 utterances.], batch size: 104, lr: 2.36e-04
2022-08-31 10:51:45,412 INFO [train.py:927] (7/8) Epoch 17, batch 6300, libri_loss[loss=0.2011, simple_loss=0.2936, pruned_loss=0.05431, over 12278.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007408, over 37.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.306, pruned_loss=0.07091, over 2472370.98 frames. utt_duration=486 frames, utt_pad_proportion=0.0723, over 20408.78 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2816, pruned_loss=0.05061, over 2362901.15 frames. utt_duration=1313 frames, utt_pad_proportion=0.04063, over 7209.51 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3105, pruned_loss=0.07444, over 2473994.33 frames. utt_duration=442.2 frames, utt_pad_proportion=0.075, over 22454.46 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:53:30,665 INFO [train.py:927] (7/8) Epoch 17, batch 6350, giga_loss[loss=0.2352, simple_loss=0.3157, pruned_loss=0.07734, over 12370.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04593, over 146.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3055, pruned_loss=0.07118, over 2473157.96 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0748, over 20931.68 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05076, over 2365691.12 frames. utt_duration=1313 frames, utt_pad_proportion=0.04, over 7215.32 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3094, pruned_loss=0.0743, over 2474391.89 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07712, over 22849.92 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 10:55:18,293 INFO [train.py:927] (7/8) Epoch 17, batch 6400, giga_loss[loss=0.2071, simple_loss=0.2894, pruned_loss=0.06235, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3048, pruned_loss=0.07179, over 2472945.53 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07647, over 21109.36 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2817, pruned_loss=0.05084, over 2367520.45 frames. utt_duration=1315 frames, utt_pad_proportion=0.03955, over 7212.10 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.07458, over 2474195.38 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07852, over 22887.33 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 10:57:01,173 INFO [train.py:927] (7/8) Epoch 17, batch 6450, giga_loss[loss=0.2165, simple_loss=0.2966, pruned_loss=0.06821, over 12389.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.306, pruned_loss=0.0734, over 2473064.25 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08233, over 22209.00 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2819, pruned_loss=0.05097, over 2368971.12 frames. utt_duration=1316 frames, utt_pad_proportion=0.03915, over 7210.94 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07579, over 2474167.51 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08378, over 23811.13 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 10:58:42,348 INFO [train.py:927] (7/8) Epoch 17, batch 6500, giga_loss[loss=0.2685, simple_loss=0.3209, pruned_loss=0.1081, over 12372.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3066, pruned_loss=0.07413, over 2472928.30 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08318, over 22299.66 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.282, pruned_loss=0.05101, over 2371309.31 frames. utt_duration=1316 frames, utt_pad_proportion=0.03852, over 7213.64 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.0765, over 2474016.25 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08469, over 23896.99 utterances.], batch size: 372, lr: 2.36e-04
2022-08-31 11:00:25,761 INFO [train.py:927] (7/8) Epoch 17, batch 6550, giga_loss[loss=0.2099, simple_loss=0.2975, pruned_loss=0.0612, over 12366.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3073, pruned_loss=0.0742, over 2473601.94 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07776, over 21612.62 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05114, over 2373560.75 frames. utt_duration=1310 frames, utt_pad_proportion=0.03895, over 7254.00 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3098, pruned_loss=0.07639, over 2474255.83 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0795, over 23110.62 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 11:02:12,094 INFO [train.py:927] (7/8) Epoch 17, batch 6600, giga_loss[loss=0.2202, simple_loss=0.3027, pruned_loss=0.06883, over 12377.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07511, over 2474331.98 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07608, over 22289.28 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2826, pruned_loss=0.05119, over 2375664.43 frames. utt_duration=1310 frames, utt_pad_proportion=0.0384, over 7264.81 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07722, over 2474746.72 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07791, over 23728.67 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:03:55,424 INFO [train.py:927] (7/8) Epoch 17, batch 6650, giga_loss[loss=0.2539, simple_loss=0.3341, pruned_loss=0.08681, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.309, pruned_loss=0.0754, over 2474473.96 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07883, over 22213.72 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.05117, over 2379267.03 frames. utt_duration=1312 frames, utt_pad_proportion=0.03756, over 7260.59 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3115, pruned_loss=0.07801, over 2475068.47 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08077, over 23924.84 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 11:05:38,928 INFO [train.py:927] (7/8) Epoch 17, batch 6700, libri_loss[loss=0.242, simple_loss=0.3276, pruned_loss=0.07818, over 12430.00 frames. utt_duration=422.6 frames, utt_pad_proportion=0.3407, over 118.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3089, pruned_loss=0.07503, over 2475030.42 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07614, over 21342.64 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05125, over 2382835.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.0428, over 7377.38 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3116, pruned_loss=0.07793, over 2475672.70 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07694, over 23144.83 utterances.], batch size: 118, lr: 2.36e-04
2022-08-31 11:07:21,809 INFO [train.py:927] (7/8) Epoch 17, batch 6750, giga_loss[loss=0.2381, simple_loss=0.3077, pruned_loss=0.08425, over 12439.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03788, over 105.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.07631, over 2475531.32 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07546, over 21099.57 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.05148, over 2384755.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.05186, over 7533.49 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3124, pruned_loss=0.07882, over 2475965.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07387, over 22630.28 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 11:09:04,727 INFO [train.py:927] (7/8) Epoch 17, batch 6800, giga_loss[loss=0.2304, simple_loss=0.3148, pruned_loss=0.07302, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03822, over 113.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07524, over 2474913.49 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07283, over 20713.97 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05133, over 2388413.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.05078, over 7537.63 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.0784, over 2475573.26 frames. utt_duration=441.8 frames, utt_pad_proportion=0.0723, over 22487.62 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 11:10:46,215 INFO [train.py:927] (7/8) Epoch 17, batch 6850, giga_loss[loss=0.2433, simple_loss=0.32, pruned_loss=0.08334, over 12403.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.03878, over 123.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3091, pruned_loss=0.07423, over 2474819.89 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07056, over 20228.80 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05134, over 2390782.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.04954, over 7526.61 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07739, over 2475541.93 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07084, over 22007.35 utterances.], batch size: 123, lr: 2.36e-04
2022-08-31 11:12:27,418 INFO [train.py:927] (7/8) Epoch 17, batch 6900, libri_loss[loss=0.2239, simple_loss=0.3064, pruned_loss=0.07069, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008912, over 38.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.07414, over 2474805.29 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06985, over 20148.91 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.05148, over 2394023.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05369, over 7585.62 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07741, over 2475454.84 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06899, over 22009.16 utterances.], batch size: 38, lr: 2.36e-04
2022-08-31 11:14:14,332 INFO [train.py:927] (7/8) Epoch 17, batch 6950, libri_loss[loss=0.2157, simple_loss=0.3173, pruned_loss=0.05705, over 12326.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.1504, over 66.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07524, over 2474416.23 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0719, over 20878.51 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05135, over 2395759.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05378, over 7586.33 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3137, pruned_loss=0.07853, over 2475200.29 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07119, over 22675.46 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 11:15:57,945 INFO [train.py:927] (7/8) Epoch 17, batch 7000, giga_loss[loss=0.2295, simple_loss=0.3125, pruned_loss=0.07318, over 12348.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3098, pruned_loss=0.07479, over 2474818.14 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07045, over 20451.19 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.0513, over 2396771.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05315, over 7580.58 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3127, pruned_loss=0.07775, over 2475576.92 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07025, over 22055.89 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:17:40,806 INFO [train.py:927] (7/8) Epoch 17, batch 7050, giga_loss[loss=0.2026, simple_loss=0.2897, pruned_loss=0.0577, over 12382.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07584, over 2474317.00 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07984, over 21594.56 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05146, over 2398727.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.0519, over 7574.25 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07874, over 2475258.66 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07967, over 23255.59 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 11:19:24,809 INFO [train.py:927] (7/8) Epoch 17, batch 7100, giga_loss[loss=0.212, simple_loss=0.2925, pruned_loss=0.06571, over 12362.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04291, over 133.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3111, pruned_loss=0.07615, over 2473847.33 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07653, over 22197.15 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05132, over 2400064.81 frames. utt_duration=1269 frames, utt_pad_proportion=0.0517, over 7576.49 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07917, over 2475096.73 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07687, over 23853.74 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:21:07,698 INFO [train.py:927] (7/8) Epoch 17, batch 7150, giga_loss[loss=0.251, simple_loss=0.3184, pruned_loss=0.09179, over 12356.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07539, over 2473432.74 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07618, over 21797.26 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05118, over 2401562.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05105, over 7564.43 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3139, pruned_loss=0.07846, over 2474723.53 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07683, over 23445.88 utterances.], batch size: 364, lr: 2.36e-04
2022-08-31 11:22:51,205 INFO [train.py:927] (7/8) Epoch 17, batch 7200, giga_loss[loss=0.3174, simple_loss=0.3767, pruned_loss=0.1291, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05285, over 161.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3107, pruned_loss=0.07637, over 2473970.28 frames. utt_duration=471 frames, utt_pad_proportion=0.07466, over 21074.78 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05109, over 2402759.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05077, over 7576.81 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07916, over 2474888.32 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07548, over 22536.91 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 11:24:34,689 INFO [train.py:927] (7/8) Epoch 17, batch 7250, giga_loss[loss=0.2195, simple_loss=0.2943, pruned_loss=0.07237, over 12332.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03224, over 85.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3076, pruned_loss=0.07521, over 2474234.11 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07763, over 21879.28 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05107, over 2403314.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05037, over 7568.07 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3102, pruned_loss=0.07764, over 2475090.42 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07828, over 23164.82 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 11:26:18,250 INFO [train.py:927] (7/8) Epoch 17, batch 7300, giga_loss[loss=0.248, simple_loss=0.3422, pruned_loss=0.07691, over 12419.00 frames. utt_duration=802.8 frames, utt_pad_proportion=0.02812, over 62.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3062, pruned_loss=0.07549, over 2474181.83 frames. utt_duration=441.1 frames, utt_pad_proportion=0.082, over 22509.58 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05102, over 2405071.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.04964, over 7557.72 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3088, pruned_loss=0.07791, over 2474538.94 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08267, over 23810.08 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 11:28:04,462 INFO [train.py:927] (7/8) Epoch 17, batch 7350, giga_loss[loss=0.2197, simple_loss=0.3074, pruned_loss=0.06604, over 12397.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06891, over 211.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3049, pruned_loss=0.07231, over 2474114.93 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07967, over 22733.60 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05099, over 2407045.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.04855, over 7557.32 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3076, pruned_loss=0.07502, over 2474792.47 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08095, over 24251.92 utterances.], batch size: 211, lr: 2.36e-04
2022-08-31 11:29:48,780 INFO [train.py:927] (7/8) Epoch 17, batch 7400, giga_loss[loss=0.2095, simple_loss=0.3003, pruned_loss=0.0594, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04503, over 146.00 utterances.], tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06849, over 2474563.90 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07281, over 22975.89 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05098, over 2407580.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.048, over 7542.03 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07089, over 2475515.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07444, over 24385.44 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 11:31:32,489 INFO [train.py:927] (7/8) Epoch 17, batch 7450, giga_loss[loss=0.2185, simple_loss=0.3178, pruned_loss=0.05961, over 12414.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.0499, over 161.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2999, pruned_loss=0.06526, over 2475387.27 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07403, over 23257.84 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.051, over 2409353.10 frames. utt_duration=1266 frames, utt_pad_proportion=0.0528, over 7621.11 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3025, pruned_loss=0.0675, over 2476070.23 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07404, over 24659.31 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 11:33:14,758 INFO [train.py:927] (7/8) Epoch 17, batch 7500, libri_loss[loss=0.2056, simple_loss=0.2963, pruned_loss=0.05746, over 12403.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005029, over 34.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2996, pruned_loss=0.06367, over 2475073.52 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07218, over 22670.87 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05121, over 2411974.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05198, over 7619.11 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3022, pruned_loss=0.06584, over 2475882.62 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07279, over 24433.69 utterances.], batch size: 34, lr: 2.36e-04
2022-08-31 11:34:57,185 INFO [train.py:927] (7/8) Epoch 17, batch 7550, giga_loss[loss=0.2011, simple_loss=0.2954, pruned_loss=0.05347, over 12452.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2986, pruned_loss=0.06257, over 2475495.20 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07096, over 23291.69 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05133, over 2413157.09 frames. utt_duration=1258 frames, utt_pad_proportion=0.05438, over 7682.67 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3007, pruned_loss=0.06442, over 2476207.51 frames. utt_duration=399 frames, utt_pad_proportion=0.07104, over 24915.24 utterances.], batch size: 98, lr: 2.36e-04
2022-08-31 11:36:41,273 INFO [train.py:927] (7/8) Epoch 17, batch 7600, giga_loss[loss=0.2132, simple_loss=0.3027, pruned_loss=0.06181, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03342, over 28.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06105, over 2475360.35 frames. utt_duration=419.4 frames, utt_pad_proportion=0.072, over 23692.17 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05126, over 2414199.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.05362, over 7680.10 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2989, pruned_loss=0.06274, over 2476083.76 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07228, over 25254.22 utterances.], batch size: 28, lr: 2.36e-04
2022-08-31 11:38:23,287 INFO [train.py:927] (7/8) Epoch 17, batch 7650, giga_loss[loss=0.2059, simple_loss=0.2926, pruned_loss=0.05967, over 12377.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05966, over 2475625.96 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07184, over 23861.39 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05111, over 2415251.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05344, over 7687.29 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2977, pruned_loss=0.06135, over 2476661.95 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07225, over 25482.01 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:40:04,165 INFO [train.py:927] (7/8) Epoch 17, batch 7700, libri_loss[loss=0.1826, simple_loss=0.2679, pruned_loss=0.04865, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006327, over 34.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.05754, over 2475789.36 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06897, over 23650.62 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05112, over 2417092.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05353, over 7717.27 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05914, over 2476864.99 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06967, over 25453.76 utterances.], batch size: 34, lr: 2.36e-04
2022-08-31 11:41:47,416 INFO [train.py:927] (7/8) Epoch 17, batch 7750, giga_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05945, over 12394.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2901, pruned_loss=0.05645, over 2475785.25 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06785, over 24169.89 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.0511, over 2418238.53 frames. utt_duration=1257 frames, utt_pad_proportion=0.05284, over 7704.21 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05789, over 2476952.47 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06873, over 26000.16 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:43:34,794 INFO [train.py:927] (7/8) Epoch 17, batch 7800, giga_loss[loss=0.2062, simple_loss=0.3054, pruned_loss=0.05346, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2901, pruned_loss=0.0559, over 2475735.32 frames. utt_duration=400.2 frames, utt_pad_proportion=0.0756, over 24836.30 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05107, over 2419760.66 frames. utt_duration=1247 frames, utt_pad_proportion=0.057, over 7773.96 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.05725, over 2477098.84 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07484, over 26761.46 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 11:45:37,318 INFO [train.py:927] (7/8) Epoch 17, batch 7850, giga_loss[loss=0.1968, simple_loss=0.2818, pruned_loss=0.05587, over 12416.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09606, over 256.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2915, pruned_loss=0.0562, over 2475784.95 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07386, over 24664.80 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05126, over 2421057.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.05593, over 7752.87 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05723, over 2476943.33 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07373, over 26582.36 utterances.], batch size: 256, lr: 2.36e-04
2022-08-31 11:47:35,111 INFO [train.py:927] (7/8) Epoch 17, batch 7900, giga_loss[loss=0.2289, simple_loss=0.3159, pruned_loss=0.07097, over 12342.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05507, over 2476061.84 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07586, over 25117.34 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05114, over 2422266.18 frames. utt_duration=1255 frames, utt_pad_proportion=0.05485, over 7729.28 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2905, pruned_loss=0.05608, over 2477131.73 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07604, over 27072.59 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:49:47,506 INFO [train.py:927] (7/8) Epoch 17, batch 7950, giga_loss[loss=0.189, simple_loss=0.2792, pruned_loss=0.04943, over 12430.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02765, over 122.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.05383, over 2476432.14 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07445, over 24824.26 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05124, over 2423027.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05401, over 7710.81 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05461, over 2477547.99 frames. utt_duration=372.6 frames, utt_pad_proportion=0.075, over 26691.14 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 11:51:45,576 INFO [train.py:927] (7/8) Epoch 17, batch 8000, giga_loss[loss=0.2393, simple_loss=0.3149, pruned_loss=0.08181, over 12399.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03472, over 113.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05331, over 2477083.03 frames. utt_duration=414.3 frames, utt_pad_proportion=0.0723, over 23994.15 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05123, over 2425216.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05303, over 7690.88 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.287, pruned_loss=0.05406, over 2478378.06 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07343, over 26311.40 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 11:53:40,136 INFO [train.py:927] (7/8) Epoch 17, batch 8050, giga_loss[loss=0.1893, simple_loss=0.2924, pruned_loss=0.04311, over 12383.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0357, over 122.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2852, pruned_loss=0.05247, over 2476761.33 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07296, over 24585.22 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05124, over 2426070.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.0524, over 7664.30 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05307, over 2477952.15 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07404, over 26756.40 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 11:55:56,859 INFO [train.py:927] (7/8) Epoch 17, batch 8100, giga_loss[loss=0.1803, simple_loss=0.2764, pruned_loss=0.04213, over 12359.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 146.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05138, over 2475886.44 frames. utt_duration=413 frames, utt_pad_proportion=0.07098, over 24055.47 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05115, over 2427134.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05086, over 7620.58 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05197, over 2477667.60 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07262, over 26435.32 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 11:57:55,391 INFO [train.py:927] (7/8) Epoch 17, batch 8150, giga_loss[loss=0.1809, simple_loss=0.2716, pruned_loss=0.04513, over 12435.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05689, over 182.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2847, pruned_loss=0.05159, over 2476039.99 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06982, over 23442.39 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.0512, over 2429081.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05333, over 7692.77 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05204, over 2477682.28 frames. utt_duration=383 frames, utt_pad_proportion=0.07094, over 25960.29 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 11:59:55,778 INFO [train.py:927] (7/8) Epoch 17, batch 8200, libri_loss[loss=0.1879, simple_loss=0.2749, pruned_loss=0.05046, over 12381.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02593, over 43.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2866, pruned_loss=0.05069, over 2476042.03 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06872, over 23240.18 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2827, pruned_loss=0.05101, over 2430839.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05168, over 7644.60 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2878, pruned_loss=0.05123, over 2477888.69 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07035, over 26073.49 utterances.], batch size: 43, lr: 2.36e-04
2022-08-31 12:02:02,429 INFO [train.py:927] (7/8) Epoch 17, batch 8250, giga_loss[loss=0.1781, simple_loss=0.2695, pruned_loss=0.04334, over 12370.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2869, pruned_loss=0.04977, over 2476128.12 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07035, over 23359.51 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2825, pruned_loss=0.05081, over 2432032.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05141, over 7653.29 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2882, pruned_loss=0.05039, over 2478157.18 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07181, over 26213.94 utterances.], batch size: 354, lr: 2.35e-04
2022-08-31 12:04:07,607 INFO [train.py:927] (7/8) Epoch 17, batch 8300, giga_loss[loss=0.1989, simple_loss=0.2916, pruned_loss=0.05305, over 12378.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2871, pruned_loss=0.05001, over 2476394.91 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06685, over 22483.91 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05104, over 2433673.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05056, over 7654.29 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2881, pruned_loss=0.05027, over 2477955.79 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06884, over 25258.72 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 12:06:34,432 INFO [train.py:927] (7/8) Epoch 17, batch 8350, giga_loss[loss=0.1824, simple_loss=0.2594, pruned_loss=0.0527, over 12385.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1842, over 360.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2878, pruned_loss=0.05116, over 2476839.28 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06743, over 23071.42 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05092, over 2434443.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.04981, over 7634.34 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2888, pruned_loss=0.05147, over 2478145.09 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06919, over 25553.13 utterances.], batch size: 360, lr: 2.35e-04
2022-08-31 12:08:43,597 INFO [train.py:927] (7/8) Epoch 17, batch 8400, giga_loss[loss=0.163, simple_loss=0.2551, pruned_loss=0.03543, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2849, pruned_loss=0.0499, over 2476743.82 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06681, over 22976.36 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05088, over 2435174.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.04883, over 7612.55 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.286, pruned_loss=0.05017, over 2478239.82 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06872, over 25397.91 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:10:46,029 INFO [train.py:927] (7/8) Epoch 17, batch 8450, giga_loss[loss=0.1726, simple_loss=0.2703, pruned_loss=0.03751, over 12439.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05644, over 182.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2846, pruned_loss=0.05029, over 2476833.34 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06596, over 22799.35 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2826, pruned_loss=0.05112, over 2436366.02 frames. utt_duration=1270 frames, utt_pad_proportion=0.05221, over 7685.48 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2853, pruned_loss=0.05027, over 2478282.40 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06688, over 25178.25 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 12:12:49,231 INFO [train.py:927] (7/8) Epoch 17, batch 8500, giga_loss[loss=0.186, simple_loss=0.2808, pruned_loss=0.04557, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2865, pruned_loss=0.05194, over 2477505.71 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06301, over 23374.54 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05133, over 2437015.89 frames. utt_duration=1272 frames, utt_pad_proportion=0.05159, over 7672.28 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.287, pruned_loss=0.05173, over 2478607.61 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06416, over 25485.51 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 12:14:53,293 INFO [train.py:927] (7/8) Epoch 17, batch 8550, giga_loss[loss=0.1742, simple_loss=0.2716, pruned_loss=0.03838, over 12416.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2852, pruned_loss=0.0519, over 2477871.56 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06543, over 23501.54 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.282, pruned_loss=0.05103, over 2438319.05 frames. utt_duration=1280 frames, utt_pad_proportion=0.05037, over 7629.46 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2864, pruned_loss=0.05203, over 2478884.52 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06659, over 25745.47 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 12:17:04,232 INFO [train.py:927] (7/8) Epoch 17, batch 8600, giga_loss[loss=0.1909, simple_loss=0.2862, pruned_loss=0.04781, over 12474.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 98.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2868, pruned_loss=0.05201, over 2477872.97 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06608, over 23511.70 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2822, pruned_loss=0.05112, over 2439335.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05546, over 7722.98 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2877, pruned_loss=0.05208, over 2479006.46 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06572, over 25743.53 utterances.], batch size: 98, lr: 2.35e-04
2022-08-31 12:19:22,174 INFO [train.py:927] (7/8) Epoch 17, batch 8650, giga_loss[loss=0.2146, simple_loss=0.2919, pruned_loss=0.06868, over 12454.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02788, over 122.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2857, pruned_loss=0.05187, over 2478763.23 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06348, over 23790.33 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2819, pruned_loss=0.05104, over 2439978.13 frames. utt_duration=1268 frames, utt_pad_proportion=0.05484, over 7704.24 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2867, pruned_loss=0.05201, over 2479605.15 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06358, over 25784.99 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:21:24,218 INFO [train.py:927] (7/8) Epoch 17, batch 8700, libri_loss[loss=0.178, simple_loss=0.273, pruned_loss=0.04154, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005304, over 35.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05055, over 2478243.65 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06235, over 23485.29 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2814, pruned_loss=0.05081, over 2441001.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.05431, over 7684.13 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05087, over 2479394.90 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06276, over 25712.26 utterances.], batch size: 35, lr: 2.35e-04
2022-08-31 12:23:17,854 INFO [train.py:927] (7/8) Epoch 17, batch 8750, giga_loss[loss=0.1933, simple_loss=0.2806, pruned_loss=0.05303, over 12408.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04089, over 105.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2821, pruned_loss=0.05105, over 2477756.69 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06043, over 23068.31 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2812, pruned_loss=0.05071, over 2441752.29 frames. utt_duration=1277 frames, utt_pad_proportion=0.0533, over 7655.33 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2833, pruned_loss=0.05139, over 2478816.87 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06123, over 25213.06 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 12:25:20,440 INFO [train.py:927] (7/8) Epoch 17, batch 8800, giga_loss[loss=0.1906, simple_loss=0.287, pruned_loss=0.0471, over 12415.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04494, over 161.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2805, pruned_loss=0.05004, over 2476936.47 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06476, over 23755.26 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2807, pruned_loss=0.05046, over 2442048.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05221, over 7624.22 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.05052, over 2478492.17 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06543, over 25934.22 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:27:35,485 INFO [train.py:927] (7/8) Epoch 17, batch 8850, giga_loss[loss=0.1727, simple_loss=0.2642, pruned_loss=0.04058, over 12316.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03499, over 51.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2798, pruned_loss=0.04962, over 2476300.92 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06139, over 23289.68 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.281, pruned_loss=0.05047, over 2442018.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.05211, over 7633.99 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04998, over 2477831.47 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06223, over 25126.82 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 12:29:44,690 INFO [train.py:927] (7/8) Epoch 17, batch 8900, giga_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05978, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05832, over 182.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2808, pruned_loss=0.05034, over 2476763.14 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06149, over 23786.89 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05052, over 2442183.60 frames. utt_duration=1280 frames, utt_pad_proportion=0.05197, over 7638.82 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2813, pruned_loss=0.05058, over 2477968.50 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06219, over 25292.15 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 12:31:43,468 INFO [train.py:927] (7/8) Epoch 17, batch 8950, giga_loss[loss=0.1922, simple_loss=0.2986, pruned_loss=0.04286, over 12362.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03119, over 58.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.28, pruned_loss=0.0493, over 2477455.39 frames. utt_duration=412.8 frames, utt_pad_proportion=0.0621, over 24074.42 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05058, over 2442620.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.05156, over 7630.44 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2801, pruned_loss=0.04943, over 2478324.83 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06276, over 25421.23 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 12:33:41,138 INFO [train.py:927] (7/8) Epoch 17, batch 9000, giga_loss[loss=0.1941, simple_loss=0.2737, pruned_loss=0.05728, over 12383.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09831, over 256.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2821, pruned_loss=0.04941, over 2477766.88 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06112, over 23860.90 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05077, over 2443416.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.05082, over 7621.62 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2817, pruned_loss=0.04932, over 2478528.98 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06193, over 25283.13 utterances.], batch size: 256, lr: 2.35e-04
2022-08-31 12:33:41,138 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 12:33:55,668 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1742, simple_loss=0.2856, pruned_loss=0.03138, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 12:35:59,041 INFO [train.py:927] (7/8) Epoch 17, batch 9050, giga_loss[loss=0.1852, simple_loss=0.2804, pruned_loss=0.04495, over 12442.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03251, over 75.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04976, over 2477304.17 frames. utt_duration=422.3 frames, utt_pad_proportion=0.059, over 23533.26 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2816, pruned_loss=0.05062, over 2444020.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.04962, over 7580.50 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2828, pruned_loss=0.04979, over 2478430.29 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06019, over 25230.03 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 12:37:56,933 INFO [train.py:927] (7/8) Epoch 17, batch 9100, giga_loss[loss=0.1815, simple_loss=0.2781, pruned_loss=0.0424, over 12353.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03054, over 58.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2821, pruned_loss=0.04952, over 2476729.61 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06207, over 23464.20 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2819, pruned_loss=0.05087, over 2445149.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05689, over 7713.65 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2819, pruned_loss=0.0493, over 2478109.02 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06094, over 25439.02 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 12:39:53,583 INFO [train.py:927] (7/8) Epoch 17, batch 9150, giga_loss[loss=0.1793, simple_loss=0.2772, pruned_loss=0.04077, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04683, over 161.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04942, over 2476860.87 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06017, over 23426.93 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.05075, over 2445251.40 frames. utt_duration=1274 frames, utt_pad_proportion=0.05609, over 7687.63 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04933, over 2478457.48 frames. utt_duration=392.9 frames, utt_pad_proportion=0.05962, over 25311.20 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:42:00,676 INFO [train.py:927] (7/8) Epoch 17, batch 9200, giga_loss[loss=0.1762, simple_loss=0.2577, pruned_loss=0.04731, over 12374.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1732, over 355.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.282, pruned_loss=0.04975, over 2477009.20 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06128, over 24012.69 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05051, over 2445457.75 frames. utt_duration=1278 frames, utt_pad_proportion=0.05528, over 7663.06 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04987, over 2478656.17 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06099, over 25812.51 utterances.], batch size: 355, lr: 2.35e-04
2022-08-31 12:43:52,849 INFO [train.py:927] (7/8) Epoch 17, batch 9250, giga_loss[loss=0.1892, simple_loss=0.2701, pruned_loss=0.05414, over 12361.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05081, over 2477052.92 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06441, over 24361.37 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05073, over 2446145.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.0545, over 7666.75 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05069, over 2478746.28 frames. utt_duration=378 frames, utt_pad_proportion=0.06422, over 26312.56 utterances.], batch size: 357, lr: 2.35e-04
2022-08-31 12:45:51,074 INFO [train.py:927] (7/8) Epoch 17, batch 9300, giga_loss[loss=0.1952, simple_loss=0.2969, pruned_loss=0.04672, over 12366.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03568, over 132.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2855, pruned_loss=0.05133, over 2476595.90 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06521, over 24461.66 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05064, over 2446262.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05409, over 7673.17 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2857, pruned_loss=0.05132, over 2478507.86 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06515, over 26363.90 utterances.], batch size: 132, lr: 2.35e-04
2022-08-31 12:48:07,462 INFO [train.py:927] (7/8) Epoch 17, batch 9350, giga_loss[loss=0.1949, simple_loss=0.2809, pruned_loss=0.05442, over 12438.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03584, over 113.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2842, pruned_loss=0.05085, over 2476676.64 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06596, over 24452.76 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05051, over 2446717.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.05309, over 7649.54 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2846, pruned_loss=0.05097, over 2478447.48 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0662, over 26363.84 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:50:05,021 INFO [train.py:927] (7/8) Epoch 17, batch 9400, giga_loss[loss=0.1984, simple_loss=0.2881, pruned_loss=0.0544, over 12456.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0257, over 122.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.0508, over 2476788.38 frames. utt_duration=401 frames, utt_pad_proportion=0.06487, over 24778.46 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.281, pruned_loss=0.05039, over 2446812.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.0527, over 7637.07 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2841, pruned_loss=0.051, over 2478354.54 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06524, over 26433.02 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:52:11,583 INFO [train.py:927] (7/8) Epoch 17, batch 9450, giga_loss[loss=0.1822, simple_loss=0.286, pruned_loss=0.03916, over 12440.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2825, pruned_loss=0.05067, over 2477145.30 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06358, over 24801.04 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05041, over 2447282.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.05208, over 7628.59 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05082, over 2478350.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06415, over 26342.53 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 12:54:10,920 INFO [train.py:927] (7/8) Epoch 17, batch 9500, giga_loss[loss=0.187, simple_loss=0.2965, pruned_loss=0.03878, over 12402.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.04964, over 2477306.55 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06383, over 24329.76 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05038, over 2447886.45 frames. utt_duration=1287 frames, utt_pad_proportion=0.05127, over 7615.09 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04978, over 2478268.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06453, over 25859.28 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:55:59,270 INFO [train.py:927] (7/8) Epoch 17, batch 9550, giga_loss[loss=0.1881, simple_loss=0.2792, pruned_loss=0.04851, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06533, over 212.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2835, pruned_loss=0.04932, over 2477714.35 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06299, over 23761.12 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2814, pruned_loss=0.05052, over 2448379.08 frames. utt_duration=1290 frames, utt_pad_proportion=0.05031, over 7602.75 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2835, pruned_loss=0.04927, over 2478726.75 frames. utt_duration=392 frames, utt_pad_proportion=0.06394, over 25369.62 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 12:58:06,401 INFO [train.py:927] (7/8) Epoch 17, batch 9600, giga_loss[loss=0.1957, simple_loss=0.2848, pruned_loss=0.05334, over 12450.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03391, over 43.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2835, pruned_loss=0.0492, over 2477047.79 frames. utt_duration=422 frames, utt_pad_proportion=0.06349, over 23544.06 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05065, over 2448517.39 frames. utt_duration=1292 frames, utt_pad_proportion=0.04953, over 7587.83 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2835, pruned_loss=0.04903, over 2478233.71 frames. utt_duration=395.9 frames, utt_pad_proportion=0.0645, over 25113.03 utterances.], batch size: 43, lr: 2.35e-04
2022-08-31 13:00:17,883 INFO [train.py:927] (7/8) Epoch 17, batch 9650, giga_loss[loss=0.1956, simple_loss=0.2916, pruned_loss=0.0498, over 12402.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03215, over 80.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2829, pruned_loss=0.04895, over 2477199.22 frames. utt_duration=415 frames, utt_pad_proportion=0.0664, over 23949.17 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2812, pruned_loss=0.05059, over 2449270.59 frames. utt_duration=1295 frames, utt_pad_proportion=0.04853, over 7572.58 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2832, pruned_loss=0.04881, over 2478226.93 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06738, over 25642.31 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:02:33,075 INFO [train.py:927] (7/8) Epoch 17, batch 9700, giga_loss[loss=0.1732, simple_loss=0.2734, pruned_loss=0.03653, over 12450.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04322, over 31.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2851, pruned_loss=0.04925, over 2477197.07 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06377, over 23295.76 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2816, pruned_loss=0.05068, over 2449465.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.05298, over 7661.62 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2851, pruned_loss=0.04903, over 2478480.91 frames. utt_duration=398.9 frames, utt_pad_proportion=0.0637, over 24931.59 utterances.], batch size: 31, lr: 2.35e-04
2022-08-31 13:04:47,376 INFO [train.py:927] (7/8) Epoch 17, batch 9750, giga_loss[loss=0.1678, simple_loss=0.2567, pruned_loss=0.03944, over 12366.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.02918, over 51.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2862, pruned_loss=0.0499, over 2476932.89 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06412, over 22848.95 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05066, over 2450391.51 frames. utt_duration=1282 frames, utt_pad_proportion=0.0517, over 7654.57 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.286, pruned_loss=0.04971, over 2477996.66 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06449, over 24653.65 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 13:06:56,163 INFO [train.py:927] (7/8) Epoch 17, batch 9800, giga_loss[loss=0.1694, simple_loss=0.2735, pruned_loss=0.03262, over 12371.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03238, over 62.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2845, pruned_loss=0.04936, over 2476431.35 frames. utt_duration=435.1 frames, utt_pad_proportion=0.06527, over 22829.56 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05079, over 2451190.51 frames. utt_duration=1283 frames, utt_pad_proportion=0.05115, over 7649.95 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2843, pruned_loss=0.04904, over 2477385.13 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06573, over 24749.72 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 13:09:01,943 INFO [train.py:927] (7/8) Epoch 17, batch 9850, giga_loss[loss=0.1791, simple_loss=0.2782, pruned_loss=0.03999, over 12388.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04959, over 161.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2835, pruned_loss=0.0488, over 2476322.48 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06741, over 23577.46 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2817, pruned_loss=0.05066, over 2451085.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05091, over 7630.51 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2837, pruned_loss=0.04866, over 2477412.10 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06772, over 25252.81 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 13:10:54,061 INFO [train.py:927] (7/8) Epoch 17, batch 9900, giga_loss[loss=0.1882, simple_loss=0.2772, pruned_loss=0.04959, over 12435.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2858, pruned_loss=0.0499, over 2477035.01 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06659, over 23962.47 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05073, over 2451199.37 frames. utt_duration=1286 frames, utt_pad_proportion=0.05071, over 7633.36 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2856, pruned_loss=0.04972, over 2477901.27 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06695, over 25346.81 utterances.], batch size: 86, lr: 2.35e-04
2022-08-31 13:12:51,018 INFO [train.py:927] (7/8) Epoch 17, batch 9950, giga_loss[loss=0.202, simple_loss=0.2913, pruned_loss=0.05637, over 12443.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2847, pruned_loss=0.04999, over 2477328.21 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06992, over 24641.88 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.05075, over 2451160.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.05033, over 7622.05 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2844, pruned_loss=0.04983, over 2478279.87 frames. utt_duration=384 frames, utt_pad_proportion=0.07021, over 25894.87 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:14:29,899 INFO [train.py:927] (7/8) Epoch 17, batch 10000, giga_loss[loss=0.2387, simple_loss=0.3405, pruned_loss=0.06845, over 12410.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03418, over 75.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2883, pruned_loss=0.0523, over 2476754.01 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06987, over 24878.26 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05066, over 2451278.01 frames. utt_duration=1289 frames, utt_pad_proportion=0.05, over 7614.88 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2882, pruned_loss=0.05226, over 2477629.54 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07024, over 26030.74 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:16:11,781 INFO [train.py:927] (7/8) Epoch 17, batch 10050, giga_loss[loss=0.2192, simple_loss=0.3192, pruned_loss=0.05962, over 12449.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04369, over 134.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2926, pruned_loss=0.05413, over 2476107.76 frames. utt_duration=429 frames, utt_pad_proportion=0.06772, over 23158.22 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05084, over 2452289.84 frames. utt_duration=1285 frames, utt_pad_proportion=0.0496, over 7642.49 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2925, pruned_loss=0.05402, over 2476686.39 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06851, over 24587.38 utterances.], batch size: 134, lr: 2.35e-04
2022-08-31 13:17:53,466 INFO [train.py:927] (7/8) Epoch 17, batch 10100, giga_loss[loss=0.1545, simple_loss=0.2478, pruned_loss=0.03055, over 12372.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02661, over 66.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.288, pruned_loss=0.05281, over 2476209.78 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06995, over 22046.03 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05089, over 2452631.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.0489, over 7631.82 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2882, pruned_loss=0.05272, over 2476799.89 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07082, over 23471.16 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:19:34,072 INFO [train.py:927] (7/8) Epoch 17, batch 10150, libri_loss[loss=0.1791, simple_loss=0.2657, pruned_loss=0.04621, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006686, over 32.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2814, pruned_loss=0.05047, over 2476115.43 frames. utt_duration=468 frames, utt_pad_proportion=0.06711, over 21223.38 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05059, over 2452893.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04784, over 7605.18 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05069, over 2477014.55 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06847, over 22775.17 utterances.], batch size: 32, lr: 2.35e-04
2022-08-31 13:21:16,811 INFO [train.py:927] (7/8) Epoch 17, batch 10200, giga_loss[loss=0.1513, simple_loss=0.2288, pruned_loss=0.03691, over 12381.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04219, over 37.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2739, pruned_loss=0.04811, over 2476093.20 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06853, over 20451.48 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05071, over 2453317.60 frames. utt_duration=1294 frames, utt_pad_proportion=0.04709, over 7591.17 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2741, pruned_loss=0.04816, over 2476818.90 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06988, over 21924.40 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:23:03,911 INFO [train.py:927] (7/8) Epoch 17, batch 10250, giga_loss[loss=0.1582, simple_loss=0.2427, pruned_loss=0.03687, over 12453.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03469, over 98.00 utterances.], tot_loss[loss=0.1814, simple_loss=0.2693, pruned_loss=0.04675, over 2475839.98 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06642, over 20028.65 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05059, over 2453571.34 frames. utt_duration=1297 frames, utt_pad_proportion=0.04636, over 7578.36 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2693, pruned_loss=0.04683, over 2476698.43 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06806, over 21513.68 utterances.], batch size: 98, lr: 2.35e-04
2022-08-31 13:24:47,019 INFO [train.py:927] (7/8) Epoch 17, batch 10300, giga_loss[loss=0.1586, simple_loss=0.234, pruned_loss=0.04158, over 12359.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2018, over 368.00 utterances.], tot_loss[loss=0.1786, simple_loss=0.2657, pruned_loss=0.04574, over 2475215.69 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0689, over 19905.31 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05068, over 2454025.14 frames. utt_duration=1288 frames, utt_pad_proportion=0.04943, over 7631.01 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.265, pruned_loss=0.04557, over 2476286.17 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06935, over 21488.53 utterances.], batch size: 368, lr: 2.35e-04
2022-08-31 13:26:30,893 INFO [train.py:927] (7/8) Epoch 17, batch 10350, giga_loss[loss=0.1528, simple_loss=0.2422, pruned_loss=0.03165, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2616, pruned_loss=0.04409, over 2474898.90 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06707, over 19445.19 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05055, over 2454253.83 frames. utt_duration=1293 frames, utt_pad_proportion=0.04822, over 7599.23 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2606, pruned_loss=0.04389, over 2476316.18 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06819, over 21195.40 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:28:12,670 INFO [train.py:927] (7/8) Epoch 17, batch 10400, giga_loss[loss=0.1667, simple_loss=0.2504, pruned_loss=0.04152, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05434, over 162.00 utterances.], tot_loss[loss=0.171, simple_loss=0.2569, pruned_loss=0.04256, over 2474062.66 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06491, over 18747.12 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.05038, over 2454761.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04714, over 7584.51 utterances.], giga_tot_loss[loss=0.1701, simple_loss=0.2556, pruned_loss=0.04233, over 2475367.56 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06658, over 20522.80 utterances.], batch size: 162, lr: 2.35e-04
2022-08-31 13:29:55,169 INFO [train.py:927] (7/8) Epoch 17, batch 10450, giga_loss[loss=0.1431, simple_loss=0.2227, pruned_loss=0.03173, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04288, over 31.00 utterances.], tot_loss[loss=0.1686, simple_loss=0.2535, pruned_loss=0.04185, over 2473118.20 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06238, over 18867.00 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05041, over 2454634.35 frames. utt_duration=1297 frames, utt_pad_proportion=0.04629, over 7576.19 utterances.], giga_tot_loss[loss=0.1673, simple_loss=0.2519, pruned_loss=0.04139, over 2474853.05 frames. utt_duration=481 frames, utt_pad_proportion=0.06438, over 20643.14 utterances.], batch size: 31, lr: 2.35e-04
2022-08-31 13:31:38,352 INFO [train.py:927] (7/8) Epoch 17, batch 10500, giga_loss[loss=0.2254, simple_loss=0.321, pruned_loss=0.06485, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2582, pruned_loss=0.04394, over 2473951.17 frames. utt_duration=525 frames, utt_pad_proportion=0.05947, over 18903.37 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2816, pruned_loss=0.05053, over 2455100.21 frames. utt_duration=1297 frames, utt_pad_proportion=0.04607, over 7579.92 utterances.], giga_tot_loss[loss=0.1713, simple_loss=0.2561, pruned_loss=0.04324, over 2475408.96 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06152, over 20631.12 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 13:33:23,124 INFO [train.py:927] (7/8) Epoch 17, batch 10550, giga_loss[loss=0.223, simple_loss=0.3119, pruned_loss=0.06709, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03189, over 122.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.269, pruned_loss=0.04855, over 2473610.66 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05973, over 18690.13 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2816, pruned_loss=0.05058, over 2455028.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.04662, over 7601.16 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2672, pruned_loss=0.04793, over 2474991.16 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06122, over 20133.60 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 13:35:08,093 INFO [train.py:927] (7/8) Epoch 17, batch 10600, giga_loss[loss=0.2187, simple_loss=0.3147, pruned_loss=0.06142, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03296, over 97.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2757, pruned_loss=0.0507, over 2473838.51 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06982, over 20060.60 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2817, pruned_loss=0.05064, over 2455522.36 frames. utt_duration=1296 frames, utt_pad_proportion=0.04614, over 7587.25 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2741, pruned_loss=0.05015, over 2474731.05 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07058, over 21375.83 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 13:36:53,660 INFO [train.py:927] (7/8) Epoch 17, batch 10650, giga_loss[loss=0.2582, simple_loss=0.3271, pruned_loss=0.09464, over 12390.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2807, pruned_loss=0.05258, over 2474104.25 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07024, over 19998.95 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05086, over 2455838.09 frames. utt_duration=1282 frames, utt_pad_proportion=0.0503, over 7671.45 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2787, pruned_loss=0.05195, over 2474857.81 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06962, over 21189.43 utterances.], batch size: 258, lr: 2.35e-04
2022-08-31 13:38:39,970 INFO [train.py:927] (7/8) Epoch 17, batch 10700, giga_loss[loss=0.2049, simple_loss=0.3005, pruned_loss=0.05466, over 12428.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2842, pruned_loss=0.05456, over 2473646.82 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06924, over 19673.63 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05088, over 2456324.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.04948, over 7661.10 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2825, pruned_loss=0.0541, over 2474126.11 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06923, over 20859.69 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:40:24,429 INFO [train.py:927] (7/8) Epoch 17, batch 10750, giga_loss[loss=0.2092, simple_loss=0.3057, pruned_loss=0.05634, over 12425.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03806, over 133.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2877, pruned_loss=0.05588, over 2473764.97 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06887, over 19050.75 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05086, over 2457149.78 frames. utt_duration=1289 frames, utt_pad_proportion=0.04835, over 7634.60 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2867, pruned_loss=0.05565, over 2473885.17 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06939, over 20327.30 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:42:06,615 INFO [train.py:927] (7/8) Epoch 17, batch 10800, giga_loss[loss=0.22, simple_loss=0.3061, pruned_loss=0.06698, over 12196.00 frames. utt_duration=1357 frames, utt_pad_proportion=0.03168, over 36.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05666, over 2472616.22 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07351, over 19178.57 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05098, over 2457033.65 frames. utt_duration=1291 frames, utt_pad_proportion=0.04748, over 7623.86 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.0565, over 2473166.17 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07416, over 20469.51 utterances.], batch size: 36, lr: 2.35e-04
2022-08-31 13:43:51,877 INFO [train.py:927] (7/8) Epoch 17, batch 10850, giga_loss[loss=0.2353, simple_loss=0.3184, pruned_loss=0.07604, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02912, over 48.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2912, pruned_loss=0.05594, over 2472307.89 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06752, over 17783.45 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2821, pruned_loss=0.05085, over 2456919.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04663, over 7588.50 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2912, pruned_loss=0.05608, over 2473310.97 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06895, over 19147.18 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 13:45:36,515 INFO [train.py:927] (7/8) Epoch 17, batch 10900, giga_loss[loss=0.1866, simple_loss=0.28, pruned_loss=0.04663, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05705, over 2473208.07 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06798, over 17949.08 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05078, over 2456920.35 frames. utt_duration=1298 frames, utt_pad_proportion=0.04646, over 7582.56 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05723, over 2474053.90 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06915, over 19060.43 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 13:47:22,531 INFO [train.py:927] (7/8) Epoch 17, batch 10950, giga_loss[loss=0.2028, simple_loss=0.2831, pruned_loss=0.06128, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03286, over 42.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05959, over 2472954.99 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06695, over 17622.62 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05078, over 2457434.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04642, over 7602.74 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05992, over 2473589.60 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06823, over 18766.37 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 13:49:08,702 INFO [train.py:927] (7/8) Epoch 17, batch 11000, giga_loss[loss=0.2179, simple_loss=0.3094, pruned_loss=0.06316, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03237, over 75.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2961, pruned_loss=0.0609, over 2473184.80 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06702, over 17848.14 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05091, over 2457431.77 frames. utt_duration=1295 frames, utt_pad_proportion=0.04608, over 7601.70 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2959, pruned_loss=0.06114, over 2473836.81 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06823, over 18842.26 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:50:53,032 INFO [train.py:927] (7/8) Epoch 17, batch 11050, giga_loss[loss=0.1869, simple_loss=0.2719, pruned_loss=0.05097, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03984, over 37.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2945, pruned_loss=0.05987, over 2473625.63 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06643, over 17742.15 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05068, over 2458303.14 frames. utt_duration=1299 frames, utt_pad_proportion=0.04476, over 7579.98 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.06062, over 2473909.03 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06818, over 18941.80 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:52:32,922 INFO [train.py:927] (7/8) Epoch 17, batch 11100, giga_loss[loss=0.1999, simple_loss=0.2825, pruned_loss=0.05862, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03456, over 37.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2928, pruned_loss=0.05902, over 2474196.52 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07706, over 18980.56 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05081, over 2458665.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.05315, over 7736.24 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.293, pruned_loss=0.05972, over 2474508.88 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07517, over 20060.97 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:54:16,097 INFO [train.py:927] (7/8) Epoch 17, batch 11150, giga_loss[loss=0.1783, simple_loss=0.2701, pruned_loss=0.04322, over 12362.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03161, over 51.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2891, pruned_loss=0.05754, over 2474087.00 frames. utt_duration=539.9 frames, utt_pad_proportion=0.0749, over 18379.77 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05084, over 2458696.89 frames. utt_duration=1275 frames, utt_pad_proportion=0.05212, over 7725.52 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2895, pruned_loss=0.05831, over 2474773.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07413, over 19603.59 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 13:55:57,881 INFO [train.py:927] (7/8) Epoch 17, batch 11200, giga_loss[loss=0.2094, simple_loss=0.2965, pruned_loss=0.06111, over 12438.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04062, over 34.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.286, pruned_loss=0.05693, over 2474241.31 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07643, over 19155.24 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2832, pruned_loss=0.05084, over 2459057.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.05193, over 7728.05 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2863, pruned_loss=0.05769, over 2474804.64 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07607, over 20386.66 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 13:57:41,501 INFO [train.py:927] (7/8) Epoch 17, batch 11250, giga_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06222, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04442, over 146.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2852, pruned_loss=0.05609, over 2473862.45 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07676, over 19008.21 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05064, over 2459255.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.05052, over 7689.44 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2858, pruned_loss=0.05714, over 2474824.78 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07739, over 20578.49 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:59:24,455 INFO [train.py:927] (7/8) Epoch 17, batch 11300, giga_loss[loss=0.1805, simple_loss=0.2679, pruned_loss=0.04655, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2827, pruned_loss=0.05508, over 2473203.90 frames. utt_duration=548.8 frames, utt_pad_proportion=0.07086, over 18075.64 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.0506, over 2459334.05 frames. utt_duration=1277 frames, utt_pad_proportion=0.05075, over 7712.82 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2831, pruned_loss=0.05602, over 2474087.85 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07184, over 19445.85 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 14:01:08,795 INFO [train.py:927] (7/8) Epoch 17, batch 11350, giga_loss[loss=0.1757, simple_loss=0.2648, pruned_loss=0.04327, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2797, pruned_loss=0.05409, over 2473257.30 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06481, over 17073.60 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2835, pruned_loss=0.05066, over 2459176.38 frames. utt_duration=1277 frames, utt_pad_proportion=0.05055, over 7709.26 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2797, pruned_loss=0.05478, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 14:02:50,332 INFO [train.py:927] (7/8) Epoch 17, batch 11400, giga_loss[loss=0.2076, simple_loss=0.2891, pruned_loss=0.06302, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2767, pruned_loss=0.05311, over 2472729.32 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05991, over 16502.62 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.05054, over 2459469.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.04932, over 7678.76 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2768, pruned_loss=0.05387, over 2473611.90 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06189, over 17717.82 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 14:04:33,708 INFO [train.py:927] (7/8) Epoch 17, batch 11450, giga_loss[loss=0.1721, simple_loss=0.2522, pruned_loss=0.04598, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0287, over 66.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2732, pruned_loss=0.05193, over 2473295.18 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06089, over 16272.83 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.0505, over 2459690.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04861, over 7657.42 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2734, pruned_loss=0.05261, over 2474049.47 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06282, over 17423.43 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 14:06:15,860 INFO [train.py:927] (7/8) Epoch 17, batch 11500, giga_loss[loss=0.1706, simple_loss=0.2543, pruned_loss=0.04343, over 12419.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03917, over 105.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2706, pruned_loss=0.05093, over 2473471.09 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05815, over 15881.33 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05059, over 2459658.26 frames. utt_duration=1273 frames, utt_pad_proportion=0.05295, over 7738.60 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2704, pruned_loss=0.05141, over 2474481.36 frames. utt_duration=585 frames, utt_pad_proportion=0.05819, over 16962.46 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 14:08:02,427 INFO [train.py:927] (7/8) Epoch 17, batch 11550, giga_loss[loss=0.2088, simple_loss=0.2867, pruned_loss=0.06544, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04497, over 31.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2717, pruned_loss=0.05172, over 2473430.01 frames. utt_duration=620.1 frames, utt_pad_proportion=0.05699, over 15994.54 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05055, over 2459747.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05246, over 7736.60 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2714, pruned_loss=0.05213, over 2474320.87 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05729, over 16954.48 utterances.], batch size: 31, lr: 2.35e-04
2022-08-31 14:09:48,128 INFO [train.py:927] (7/8) Epoch 17, batch 11600, giga_loss[loss=0.2217, simple_loss=0.3019, pruned_loss=0.07074, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2764, pruned_loss=0.05435, over 2472622.62 frames. utt_duration=613.9 frames, utt_pad_proportion=0.0553, over 16150.19 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05057, over 2459669.72 frames. utt_duration=1273 frames, utt_pad_proportion=0.0519, over 7736.15 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2759, pruned_loss=0.05472, over 2473692.25 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05589, over 17101.28 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 14:11:32,604 INFO [train.py:927] (7/8) Epoch 17, batch 11650, giga_loss[loss=0.2299, simple_loss=0.3205, pruned_loss=0.06965, over 12418.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03696, over 123.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2826, pruned_loss=0.05726, over 2473067.39 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06013, over 16908.29 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.283, pruned_loss=0.0507, over 2459801.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05038, over 7709.11 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.282, pruned_loss=0.05763, over 2474280.43 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06103, over 18021.71 utterances.], batch size: 123, lr: 2.35e-04
2022-08-31 14:13:16,890 INFO [train.py:927] (7/8) Epoch 17, batch 11700, giga_loss[loss=0.2042, simple_loss=0.2967, pruned_loss=0.05584, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2874, pruned_loss=0.05844, over 2472810.09 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05935, over 17130.14 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05062, over 2459674.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.04971, over 7702.77 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2868, pruned_loss=0.059, over 2474296.21 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06051, over 18293.11 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 14:15:02,907 INFO [train.py:927] (7/8) Epoch 17, batch 11750, giga_loss[loss=0.1921, simple_loss=0.275, pruned_loss=0.05457, over 12393.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06962, over 211.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05909, over 2473271.49 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06276, over 18098.68 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2832, pruned_loss=0.05073, over 2459681.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.04951, over 7699.26 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2898, pruned_loss=0.05947, over 2474492.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06356, over 19059.18 utterances.], batch size: 211, lr: 2.35e-04
2022-08-31 14:16:44,956 INFO [train.py:927] (7/8) Epoch 17, batch 11800, giga_loss[loss=0.2173, simple_loss=0.2977, pruned_loss=0.06845, over 12329.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 369.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2897, pruned_loss=0.05772, over 2473434.32 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06242, over 17922.87 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2835, pruned_loss=0.05078, over 2459894.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.04871, over 7687.36 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2892, pruned_loss=0.05813, over 2474455.56 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06343, over 18887.13 utterances.], batch size: 369, lr: 2.35e-04
2022-08-31 14:18:31,927 INFO [train.py:927] (7/8) Epoch 17, batch 11850, giga_loss[loss=0.231, simple_loss=0.3283, pruned_loss=0.0668, over 12402.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2907, pruned_loss=0.05802, over 2472660.81 frames. utt_duration=538 frames, utt_pad_proportion=0.06911, over 18435.40 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2835, pruned_loss=0.05078, over 2459894.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.04871, over 7687.36 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2903, pruned_loss=0.05834, over 2473455.65 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06962, over 19185.89 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 14:20:18,143 INFO [train.py:927] (7/8) Epoch 17, batch 11900, giga_loss[loss=0.1839, simple_loss=0.2693, pruned_loss=0.04926, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03485, over 28.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2925, pruned_loss=0.05915, over 2472966.64 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06496, over 18377.88 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2832, pruned_loss=0.05074, over 2459991.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.04804, over 7667.78 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2926, pruned_loss=0.05957, over 2473738.40 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06586, over 19174.46 utterances.], batch size: 28, lr: 2.35e-04
2022-08-31 14:22:02,711 INFO [train.py:927] (7/8) Epoch 17, batch 11950, giga_loss[loss=0.236, simple_loss=0.3202, pruned_loss=0.0759, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07516, over 212.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2936, pruned_loss=0.06021, over 2472671.30 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06, over 17906.29 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2835, pruned_loss=0.05075, over 2460053.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04749, over 7655.81 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06066, over 2473402.41 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06119, over 18687.85 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 14:23:49,472 INFO [train.py:927] (7/8) Epoch 17, batch 12000, giga_loss[loss=0.2696, simple_loss=0.3521, pruned_loss=0.09351, over 12459.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03448, over 43.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2954, pruned_loss=0.06118, over 2472513.45 frames. utt_duration=578.7 frames, utt_pad_proportion=0.0589, over 17134.55 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2835, pruned_loss=0.0507, over 2459925.30 frames. utt_duration=1291 frames, utt_pad_proportion=0.04667, over 7631.76 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2955, pruned_loss=0.0618, over 2473519.00 frames. utt_duration=551 frames, utt_pad_proportion=0.06037, over 18004.98 utterances.], batch size: 43, lr: 2.34e-04
2022-08-31 14:23:49,473 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 14:24:05,603 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1816, simple_loss=0.2961, pruned_loss=0.03354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 14:25:48,941 INFO [train.py:927] (7/8) Epoch 17, batch 12050, giga_loss[loss=0.2009, simple_loss=0.2955, pruned_loss=0.05309, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.061, over 2472084.45 frames. utt_duration=596 frames, utt_pad_proportion=0.06148, over 16632.27 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05059, over 2460282.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.0493, over 7665.61 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2971, pruned_loss=0.06202, over 2473085.36 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06187, over 17688.17 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 14:27:31,125 INFO [train.py:927] (7/8) Epoch 17, batch 12100, giga_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.0602, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02603, over 45.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2957, pruned_loss=0.0612, over 2472114.48 frames. utt_duration=634.4 frames, utt_pad_proportion=0.0579, over 15622.65 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2834, pruned_loss=0.05077, over 2460979.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04972, over 7701.57 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06227, over 2472745.17 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05846, over 16786.35 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 14:29:15,991 INFO [train.py:927] (7/8) Epoch 17, batch 12150, giga_loss[loss=0.1957, simple_loss=0.2851, pruned_loss=0.05318, over 12406.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02788, over 62.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2948, pruned_loss=0.06136, over 2472014.24 frames. utt_duration=660.5 frames, utt_pad_proportion=0.05713, over 15003.46 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05086, over 2461360.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.04898, over 7679.90 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2962, pruned_loss=0.06243, over 2472462.78 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05805, over 16159.65 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 14:30:56,195 INFO [train.py:927] (7/8) Epoch 17, batch 12200, libri_loss[loss=0.168, simple_loss=0.2508, pruned_loss=0.04258, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008393, over 30.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06192, over 2472197.94 frames. utt_duration=648.3 frames, utt_pad_proportion=0.05781, over 15289.20 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05087, over 2461685.42 frames. utt_duration=1288 frames, utt_pad_proportion=0.04777, over 7652.26 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2969, pruned_loss=0.06313, over 2472607.69 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05909, over 16490.20 utterances.], batch size: 30, lr: 2.34e-04
2022-08-31 14:32:42,607 INFO [train.py:927] (7/8) Epoch 17, batch 12250, giga_loss[loss=0.1982, simple_loss=0.2944, pruned_loss=0.05097, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2951, pruned_loss=0.06168, over 2472646.59 frames. utt_duration=648.1 frames, utt_pad_proportion=0.05962, over 15296.11 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2828, pruned_loss=0.05105, over 2462120.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.04723, over 7646.03 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2969, pruned_loss=0.06273, over 2472813.03 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06085, over 16430.55 utterances.], batch size: 123, lr: 2.34e-04
2022-08-31 14:34:24,689 INFO [train.py:927] (7/8) Epoch 17, batch 12300, giga_loss[loss=0.1922, simple_loss=0.2821, pruned_loss=0.05115, over 12416.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04379, over 26.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2955, pruned_loss=0.06188, over 2472518.44 frames. utt_duration=645 frames, utt_pad_proportion=0.05893, over 15368.90 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05127, over 2462548.62 frames. utt_duration=1286 frames, utt_pad_proportion=0.04745, over 7668.03 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2968, pruned_loss=0.06271, over 2472463.24 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05997, over 16384.08 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 14:36:10,572 INFO [train.py:927] (7/8) Epoch 17, batch 12350, giga_loss[loss=0.2026, simple_loss=0.2861, pruned_loss=0.05955, over 12170.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03363, over 39.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2937, pruned_loss=0.06143, over 2471957.40 frames. utt_duration=644.5 frames, utt_pad_proportion=0.0601, over 15376.74 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05135, over 2462523.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.04709, over 7660.38 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2945, pruned_loss=0.0621, over 2472005.30 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06108, over 16253.25 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 14:37:51,964 INFO [train.py:927] (7/8) Epoch 17, batch 12400, giga_loss[loss=0.1855, simple_loss=0.2732, pruned_loss=0.0489, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02924, over 66.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2922, pruned_loss=0.06116, over 2471737.29 frames. utt_duration=630.9 frames, utt_pad_proportion=0.06034, over 15709.13 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05141, over 2462372.96 frames. utt_duration=1295 frames, utt_pad_proportion=0.04594, over 7615.00 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2935, pruned_loss=0.06198, over 2472213.48 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06178, over 16713.48 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 14:39:34,004 INFO [train.py:927] (7/8) Epoch 17, batch 12450, giga_loss[loss=0.2083, simple_loss=0.2883, pruned_loss=0.06415, over 12337.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04289, over 37.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2891, pruned_loss=0.05989, over 2471942.58 frames. utt_duration=630.8 frames, utt_pad_proportion=0.0559, over 15713.31 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2832, pruned_loss=0.05151, over 2462840.88 frames. utt_duration=1296 frames, utt_pad_proportion=0.04538, over 7612.80 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2901, pruned_loss=0.06056, over 2472038.51 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05757, over 16611.72 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 14:41:15,006 INFO [train.py:927] (7/8) Epoch 17, batch 12500, giga_loss[loss=0.1804, simple_loss=0.261, pruned_loss=0.04991, over 12138.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03575, over 30.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2859, pruned_loss=0.05858, over 2471828.05 frames. utt_duration=622.7 frames, utt_pad_proportion=0.05695, over 15915.73 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05158, over 2462984.67 frames. utt_duration=1295 frames, utt_pad_proportion=0.0452, over 7613.73 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2867, pruned_loss=0.05907, over 2471816.93 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05829, over 16652.70 utterances.], batch size: 30, lr: 2.34e-04
2022-08-31 14:43:00,892 INFO [train.py:927] (7/8) Epoch 17, batch 12550, giga_loss[loss=0.2018, simple_loss=0.2978, pruned_loss=0.05293, over 12368.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2852, pruned_loss=0.05797, over 2472641.20 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05707, over 16157.37 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2836, pruned_loss=0.05184, over 2463195.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04503, over 7624.39 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2855, pruned_loss=0.05823, over 2472570.12 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05829, over 16839.70 utterances.], batch size: 161, lr: 2.34e-04
2022-08-31 14:44:42,904 INFO [train.py:927] (7/8) Epoch 17, batch 12600, libri_loss[loss=0.1728, simple_loss=0.2548, pruned_loss=0.04543, over 12195.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.0413, over 27.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05703, over 2472519.62 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05682, over 16164.29 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05185, over 2462846.87 frames. utt_duration=1297 frames, utt_pad_proportion=0.04526, over 7604.98 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2856, pruned_loss=0.05738, over 2473089.25 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05784, over 16987.90 utterances.], batch size: 27, lr: 2.34e-04
2022-08-31 14:46:22,960 INFO [train.py:927] (7/8) Epoch 17, batch 12650, libri_loss[loss=0.2216, simple_loss=0.3128, pruned_loss=0.06514, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 35.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2857, pruned_loss=0.05685, over 2472573.16 frames. utt_duration=595 frames, utt_pad_proportion=0.05855, over 16663.16 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2834, pruned_loss=0.05209, over 2462958.39 frames. utt_duration=1298 frames, utt_pad_proportion=0.04436, over 7599.95 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2862, pruned_loss=0.05707, over 2473215.08 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05976, over 17602.51 utterances.], batch size: 35, lr: 2.34e-04
2022-08-31 14:48:07,169 INFO [train.py:927] (7/8) Epoch 17, batch 12700, libri_loss[loss=0.1938, simple_loss=0.2801, pruned_loss=0.05371, over 12255.00 frames. utt_duration=1583 frames, utt_pad_proportion=0.003959, over 31.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2852, pruned_loss=0.05596, over 2472485.84 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05933, over 17189.74 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2835, pruned_loss=0.05225, over 2462687.49 frames. utt_duration=1298 frames, utt_pad_proportion=0.04405, over 7596.85 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2855, pruned_loss=0.05608, over 2473394.12 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06046, over 18099.73 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 14:49:47,807 INFO [train.py:927] (7/8) Epoch 17, batch 12750, giga_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06412, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2856, pruned_loss=0.05601, over 2472893.29 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05736, over 16789.84 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2841, pruned_loss=0.05272, over 2462999.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.04946, over 7701.28 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2854, pruned_loss=0.05579, over 2473657.17 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05668, over 17725.18 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 14:51:27,827 INFO [train.py:927] (7/8) Epoch 17, batch 12800, giga_loss[loss=0.2316, simple_loss=0.3175, pruned_loss=0.07284, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2866, pruned_loss=0.05636, over 2473520.15 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06215, over 16849.72 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.284, pruned_loss=0.05276, over 2463302.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.04952, over 7719.80 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2865, pruned_loss=0.05622, over 2474072.21 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0615, over 17790.09 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 14:53:08,724 INFO [train.py:927] (7/8) Epoch 17, batch 12850, giga_loss[loss=0.2219, simple_loss=0.3006, pruned_loss=0.07157, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03269, over 40.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.289, pruned_loss=0.05714, over 2474117.49 frames. utt_duration=587 frames, utt_pad_proportion=0.06336, over 16904.25 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2846, pruned_loss=0.05317, over 2463550.32 frames. utt_duration=1261 frames, utt_pad_proportion=0.05458, over 7824.61 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.05672, over 2474511.64 frames. utt_duration=560 frames, utt_pad_proportion=0.06086, over 17722.54 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 14:54:51,018 INFO [train.py:927] (7/8) Epoch 17, batch 12900, giga_loss[loss=0.2188, simple_loss=0.3093, pruned_loss=0.06413, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.289, pruned_loss=0.05708, over 2473908.02 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05982, over 16280.57 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2845, pruned_loss=0.05317, over 2463427.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.0544, over 7815.48 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2887, pruned_loss=0.05676, over 2474371.09 frames. utt_duration=584.8 frames, utt_pad_proportion=0.058, over 16968.65 utterances.], batch size: 161, lr: 2.34e-04
2022-08-31 14:56:30,580 INFO [train.py:927] (7/8) Epoch 17, batch 12950, giga_loss[loss=0.1638, simple_loss=0.2649, pruned_loss=0.03134, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2877, pruned_loss=0.05651, over 2473676.14 frames. utt_duration=624 frames, utt_pad_proportion=0.05516, over 15893.99 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2848, pruned_loss=0.05347, over 2463548.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05376, over 7803.32 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2872, pruned_loss=0.05606, over 2474073.52 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05413, over 16550.07 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 14:58:11,428 INFO [train.py:927] (7/8) Epoch 17, batch 13000, giga_loss[loss=0.1935, simple_loss=0.284, pruned_loss=0.05151, over 12454.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03119, over 75.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2857, pruned_loss=0.05555, over 2473956.26 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05505, over 16174.70 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2847, pruned_loss=0.05346, over 2463437.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05303, over 7772.53 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2854, pruned_loss=0.05525, over 2474579.67 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05458, over 16873.82 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 14:59:52,166 INFO [train.py:927] (7/8) Epoch 17, batch 13050, giga_loss[loss=0.1919, simple_loss=0.2927, pruned_loss=0.0456, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04159, over 146.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2866, pruned_loss=0.05502, over 2473909.32 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05864, over 17386.53 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2846, pruned_loss=0.0534, over 2463516.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05285, over 7764.66 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2865, pruned_loss=0.05485, over 2474374.92 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05826, over 17975.94 utterances.], batch size: 146, lr: 2.34e-04
2022-08-31 15:01:32,810 INFO [train.py:927] (7/8) Epoch 17, batch 13100, giga_loss[loss=0.2364, simple_loss=0.3126, pruned_loss=0.0801, over 12391.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05505, over 2474590.93 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05602, over 17477.60 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.285, pruned_loss=0.05381, over 2463634.16 frames. utt_duration=1274 frames, utt_pad_proportion=0.05226, over 7745.30 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2855, pruned_loss=0.05459, over 2474986.90 frames. utt_duration=549 frames, utt_pad_proportion=0.05604, over 18081.93 utterances.], batch size: 257, lr: 2.34e-04
2022-08-31 15:03:14,672 INFO [train.py:927] (7/8) Epoch 17, batch 13150, giga_loss[loss=0.2215, simple_loss=0.2999, pruned_loss=0.0716, over 12389.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.284, pruned_loss=0.05554, over 2474924.44 frames. utt_duration=572.1 frames, utt_pad_proportion=0.0568, over 17348.46 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2849, pruned_loss=0.05389, over 2463718.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.05215, over 7750.20 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2837, pruned_loss=0.05513, over 2475442.52 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05685, over 18070.94 utterances.], batch size: 183, lr: 2.34e-04
2022-08-31 15:04:56,091 INFO [train.py:927] (7/8) Epoch 17, batch 13200, giga_loss[loss=0.1865, simple_loss=0.2663, pruned_loss=0.05336, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03612, over 80.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2823, pruned_loss=0.05516, over 2475072.96 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05701, over 17374.66 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2853, pruned_loss=0.05417, over 2464028.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05157, over 7760.18 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2817, pruned_loss=0.0546, over 2475416.75 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05728, over 18110.12 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 15:06:35,501 INFO [train.py:927] (7/8) Epoch 17, batch 13250, libri_loss[loss=0.2081, simple_loss=0.2942, pruned_loss=0.061, over 12354.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0158, over 41.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2795, pruned_loss=0.05426, over 2475503.75 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05621, over 17283.48 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2846, pruned_loss=0.05411, over 2464625.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.04992, over 7708.60 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2794, pruned_loss=0.05388, over 2475764.24 frames. utt_duration=540.9 frames, utt_pad_proportion=0.0572, over 18359.46 utterances.], batch size: 41, lr: 2.34e-04
2022-08-31 15:08:16,112 INFO [train.py:927] (7/8) Epoch 17, batch 13300, giga_loss[loss=0.163, simple_loss=0.2468, pruned_loss=0.03958, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2764, pruned_loss=0.05331, over 2475297.26 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05904, over 17148.07 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2843, pruned_loss=0.05408, over 2464623.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.04938, over 7695.41 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2764, pruned_loss=0.05302, over 2475812.24 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05993, over 18275.70 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:09:56,409 INFO [train.py:927] (7/8) Epoch 17, batch 13350, giga_loss[loss=0.182, simple_loss=0.276, pruned_loss=0.044, over 12407.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02406, over 66.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2781, pruned_loss=0.05332, over 2474635.68 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05601, over 17216.71 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2848, pruned_loss=0.05421, over 2464503.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.04917, over 7702.02 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2776, pruned_loss=0.05296, over 2475306.35 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05699, over 18241.19 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 15:11:36,996 INFO [train.py:927] (7/8) Epoch 17, batch 13400, giga_loss[loss=0.1976, simple_loss=0.2907, pruned_loss=0.05226, over 12363.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2819, pruned_loss=0.05478, over 2474456.24 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05939, over 18053.93 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2851, pruned_loss=0.05439, over 2464364.02 frames. utt_duration=1279 frames, utt_pad_proportion=0.04969, over 7719.18 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2811, pruned_loss=0.05432, over 2475252.85 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05982, over 19015.12 utterances.], batch size: 122, lr: 2.34e-04
2022-08-31 15:13:16,916 INFO [train.py:927] (7/8) Epoch 17, batch 13450, giga_loss[loss=0.2021, simple_loss=0.2845, pruned_loss=0.05989, over 12388.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.0444, over 26.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2838, pruned_loss=0.05584, over 2474920.33 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05883, over 17547.05 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2849, pruned_loss=0.05453, over 2464910.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.04829, over 7685.14 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2833, pruned_loss=0.05536, over 2475438.55 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05988, over 18723.84 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 15:15:02,529 INFO [train.py:927] (7/8) Epoch 17, batch 13500, giga_loss[loss=0.2318, simple_loss=0.3245, pruned_loss=0.06953, over 12383.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03024, over 58.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.289, pruned_loss=0.05903, over 2474997.51 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0601, over 17773.55 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.285, pruned_loss=0.05466, over 2464938.22 frames. utt_duration=1285 frames, utt_pad_proportion=0.04767, over 7679.45 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2885, pruned_loss=0.05859, over 2475570.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06115, over 18893.58 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 15:16:47,921 INFO [train.py:927] (7/8) Epoch 17, batch 13550, giga_loss[loss=0.247, simple_loss=0.3171, pruned_loss=0.08847, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03302, over 42.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2959, pruned_loss=0.06357, over 2474803.80 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06304, over 18332.42 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2855, pruned_loss=0.0551, over 2464996.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05155, over 7753.90 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2952, pruned_loss=0.06293, over 2475393.89 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0623, over 19346.38 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 15:18:33,431 INFO [train.py:927] (7/8) Epoch 17, batch 13600, libri_loss[loss=0.2137, simple_loss=0.2865, pruned_loss=0.07047, over 12298.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005131, over 32.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.302, pruned_loss=0.06791, over 2474297.89 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06027, over 18347.12 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2853, pruned_loss=0.05531, over 2464858.03 frames. utt_duration=1281 frames, utt_pad_proportion=0.05012, over 7705.67 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06757, over 2475250.17 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06045, over 19595.25 utterances.], batch size: 32, lr: 2.34e-04
2022-08-31 15:20:20,722 INFO [train.py:927] (7/8) Epoch 17, batch 13650, giga_loss[loss=0.2225, simple_loss=0.3105, pruned_loss=0.06721, over 12260.00 frames. utt_duration=1023 frames, utt_pad_proportion=0.03491, over 48.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.0703, over 2473340.98 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06564, over 18358.38 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2858, pruned_loss=0.05585, over 2464997.39 frames. utt_duration=1277 frames, utt_pad_proportion=0.05022, over 7729.59 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06991, over 2474234.31 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06559, over 19633.61 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 15:22:08,600 INFO [train.py:927] (7/8) Epoch 17, batch 13700, giga_loss[loss=0.2338, simple_loss=0.3196, pruned_loss=0.07403, over 12282.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.0371, over 51.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3089, pruned_loss=0.0744, over 2473876.96 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07294, over 19455.52 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2856, pruned_loss=0.05604, over 2465109.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.05023, over 7736.13 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07451, over 2474804.62 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07265, over 20872.96 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:23:58,428 INFO [train.py:927] (7/8) Epoch 17, batch 13750, giga_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08209, over 12448.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03597, over 86.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07946, over 2474204.01 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07748, over 20683.89 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2858, pruned_loss=0.05614, over 2465349.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.04971, over 7732.16 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3159, pruned_loss=0.07976, over 2474839.68 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07732, over 21981.03 utterances.], batch size: 86, lr: 2.34e-04
2022-08-31 15:25:44,979 INFO [train.py:927] (7/8) Epoch 17, batch 13800, giga_loss[loss=0.3171, simple_loss=0.369, pruned_loss=0.1326, over 12366.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1122, over 260.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.0811, over 2473960.87 frames. utt_duration=452 frames, utt_pad_proportion=0.08687, over 21966.32 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2859, pruned_loss=0.0561, over 2465453.94 frames. utt_duration=1279 frames, utt_pad_proportion=0.04917, over 7721.24 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3171, pruned_loss=0.08167, over 2474486.65 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08655, over 23166.57 utterances.], batch size: 260, lr: 2.34e-04
2022-08-31 15:27:30,168 INFO [train.py:927] (7/8) Epoch 17, batch 13850, giga_loss[loss=0.2037, simple_loss=0.2864, pruned_loss=0.0605, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03103, over 42.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08064, over 2472964.74 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08718, over 21520.84 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.286, pruned_loss=0.05626, over 2465534.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.0529, over 7788.63 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.318, pruned_loss=0.08172, over 2473568.47 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08627, over 22860.49 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 15:29:14,578 INFO [train.py:927] (7/8) Epoch 17, batch 13900, giga_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05668, over 12293.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03463, over 51.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3167, pruned_loss=0.08085, over 2473301.98 frames. utt_duration=435.2 frames, utt_pad_proportion=0.09031, over 22809.23 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2857, pruned_loss=0.05627, over 2465274.43 frames. utt_duration=1273 frames, utt_pad_proportion=0.05232, over 7754.13 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3189, pruned_loss=0.08213, over 2474126.26 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08975, over 24150.68 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:31:02,840 INFO [train.py:927] (7/8) Epoch 17, batch 13950, giga_loss[loss=0.2968, simple_loss=0.3469, pruned_loss=0.1233, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3146, pruned_loss=0.07814, over 2473625.53 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08411, over 22228.21 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2854, pruned_loss=0.05633, over 2465323.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05177, over 7741.30 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07962, over 2474450.09 frames. utt_duration=420 frames, utt_pad_proportion=0.08439, over 23647.41 utterances.], batch size: 258, lr: 2.34e-04
2022-08-31 15:32:49,635 INFO [train.py:927] (7/8) Epoch 17, batch 14000, libri_loss[loss=0.2404, simple_loss=0.3202, pruned_loss=0.08035, over 12468.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03253, over 46.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3128, pruned_loss=0.07659, over 2473755.00 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08126, over 22404.02 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2856, pruned_loss=0.05658, over 2465375.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.0519, over 7757.39 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3153, pruned_loss=0.07792, over 2474483.29 frames. utt_duration=417.7 frames, utt_pad_proportion=0.0818, over 23781.51 utterances.], batch size: 46, lr: 2.34e-04
2022-08-31 15:34:33,852 INFO [train.py:927] (7/8) Epoch 17, batch 14050, giga_loss[loss=0.224, simple_loss=0.3074, pruned_loss=0.07034, over 12353.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0305, over 85.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3114, pruned_loss=0.07563, over 2473556.41 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07479, over 21373.02 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2853, pruned_loss=0.05653, over 2465106.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05135, over 7742.41 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3143, pruned_loss=0.07716, over 2474550.57 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07595, over 22790.47 utterances.], batch size: 85, lr: 2.34e-04
2022-08-31 15:36:28,183 INFO [train.py:927] (7/8) Epoch 17, batch 14100, giga_loss[loss=0.228, simple_loss=0.3147, pruned_loss=0.07062, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3119, pruned_loss=0.07533, over 2473658.68 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07173, over 20838.26 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2861, pruned_loss=0.05699, over 2465083.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.0515, over 7758.24 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07648, over 2474631.17 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07296, over 22197.45 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 15:38:13,744 INFO [train.py:927] (7/8) Epoch 17, batch 14150, giga_loss[loss=0.2784, simple_loss=0.3324, pruned_loss=0.1122, over 12408.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3131, pruned_loss=0.07368, over 2474158.98 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06701, over 20260.57 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.057, over 2465093.60 frames. utt_duration=1274 frames, utt_pad_proportion=0.05112, over 7747.67 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3148, pruned_loss=0.07472, over 2474993.68 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06843, over 21443.64 utterances.], batch size: 258, lr: 2.34e-04
2022-08-31 15:40:00,166 INFO [train.py:927] (7/8) Epoch 17, batch 14200, giga_loss[loss=0.2188, simple_loss=0.3027, pruned_loss=0.06749, over 12430.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03922, over 123.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3118, pruned_loss=0.07319, over 2474806.97 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06596, over 19984.09 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2858, pruned_loss=0.05697, over 2465514.82 frames. utt_duration=1274 frames, utt_pad_proportion=0.05106, over 7751.08 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3141, pruned_loss=0.07442, over 2475295.60 frames. utt_duration=468.4 frames, utt_pad_proportion=0.06733, over 21205.21 utterances.], batch size: 123, lr: 2.34e-04
2022-08-31 15:41:52,880 INFO [train.py:927] (7/8) Epoch 17, batch 14250, giga_loss[loss=0.2414, simple_loss=0.3137, pruned_loss=0.0845, over 12372.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3092, pruned_loss=0.07221, over 2474424.53 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06642, over 19743.48 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2856, pruned_loss=0.05706, over 2465233.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05151, over 7744.38 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3117, pruned_loss=0.07337, over 2475218.45 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06741, over 20929.81 utterances.], batch size: 161, lr: 2.34e-04
2022-08-31 15:43:41,115 INFO [train.py:927] (7/8) Epoch 17, batch 14300, libri_loss[loss=0.2098, simple_loss=0.2888, pruned_loss=0.06542, over 12297.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.02017, over 41.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3078, pruned_loss=0.07174, over 2473451.53 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07041, over 19917.93 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2856, pruned_loss=0.05719, over 2464791.08 frames. utt_duration=1282 frames, utt_pad_proportion=0.04947, over 7700.70 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3109, pruned_loss=0.07331, over 2474953.51 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07193, over 21525.15 utterances.], batch size: 41, lr: 2.34e-04
2022-08-31 15:45:26,974 INFO [train.py:927] (7/8) Epoch 17, batch 14350, libri_loss[loss=0.1946, simple_loss=0.2868, pruned_loss=0.05119, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007413, over 36.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3079, pruned_loss=0.07108, over 2473588.80 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07486, over 19773.90 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.0574, over 2464858.87 frames. utt_duration=1282 frames, utt_pad_proportion=0.0489, over 7697.21 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3104, pruned_loss=0.07233, over 2474831.70 frames. utt_duration=468 frames, utt_pad_proportion=0.07612, over 21219.10 utterances.], batch size: 36, lr: 2.34e-04
2022-08-31 15:47:13,287 INFO [train.py:927] (7/8) Epoch 17, batch 14400, giga_loss[loss=0.2285, simple_loss=0.3014, pruned_loss=0.07776, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02812, over 45.00 utterances.], tot_loss[loss=0.224, simple_loss=0.307, pruned_loss=0.07049, over 2473625.98 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07139, over 19256.74 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2867, pruned_loss=0.05754, over 2465215.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.04816, over 7701.14 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3089, pruned_loss=0.07172, over 2474528.59 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07315, over 20733.99 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 15:48:58,033 INFO [train.py:927] (7/8) Epoch 17, batch 14450, giga_loss[loss=0.2918, simple_loss=0.3547, pruned_loss=0.1144, over 12407.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3051, pruned_loss=0.0704, over 2473597.44 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06977, over 18962.15 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2858, pruned_loss=0.05731, over 2465018.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04707, over 7641.51 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.308, pruned_loss=0.07202, over 2474769.45 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07187, over 20566.08 utterances.], batch size: 260, lr: 2.34e-04
2022-08-31 15:50:45,694 INFO [train.py:927] (7/8) Epoch 17, batch 14500, giga_loss[loss=0.2614, simple_loss=0.3245, pruned_loss=0.09919, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06216, over 183.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06989, over 2473525.85 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06463, over 18673.14 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2852, pruned_loss=0.0571, over 2465002.28 frames. utt_duration=1297 frames, utt_pad_proportion=0.04642, over 7612.88 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3058, pruned_loss=0.07158, over 2474625.47 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06701, over 20161.36 utterances.], batch size: 183, lr: 2.34e-04
2022-08-31 15:52:31,543 INFO [train.py:927] (7/8) Epoch 17, batch 14550, giga_loss[loss=0.2416, simple_loss=0.3208, pruned_loss=0.08117, over 12432.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05412, over 162.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3024, pruned_loss=0.07028, over 2473524.15 frames. utt_duration=500 frames, utt_pad_proportion=0.07047, over 19843.05 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2851, pruned_loss=0.05718, over 2464720.01 frames. utt_duration=1299 frames, utt_pad_proportion=0.04571, over 7598.68 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3052, pruned_loss=0.07175, over 2474796.91 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07228, over 21236.57 utterances.], batch size: 162, lr: 2.34e-04
2022-08-31 15:54:15,068 INFO [train.py:927] (7/8) Epoch 17, batch 14600, giga_loss[loss=0.2218, simple_loss=0.3019, pruned_loss=0.07088, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03594, over 40.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3031, pruned_loss=0.07006, over 2474080.73 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06753, over 19636.29 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2851, pruned_loss=0.05726, over 2464915.46 frames. utt_duration=1301 frames, utt_pad_proportion=0.04536, over 7588.72 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3055, pruned_loss=0.07126, over 2474993.65 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0693, over 20837.24 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 15:56:00,518 INFO [train.py:927] (7/8) Epoch 17, batch 14650, giga_loss[loss=0.2054, simple_loss=0.2905, pruned_loss=0.06011, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3035, pruned_loss=0.07034, over 2474743.66 frames. utt_duration=501.9 frames, utt_pad_proportion=0.069, over 19779.62 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.0574, over 2465429.10 frames. utt_duration=1304 frames, utt_pad_proportion=0.0443, over 7570.27 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3057, pruned_loss=0.07153, over 2475254.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07082, over 21083.43 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 15:57:44,941 INFO [train.py:927] (7/8) Epoch 17, batch 14700, giga_loss[loss=0.208, simple_loss=0.2922, pruned_loss=0.06193, over 12405.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03309, over 80.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.07342, over 2475052.54 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07069, over 20957.43 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2853, pruned_loss=0.05747, over 2465354.39 frames. utt_duration=1306 frames, utt_pad_proportion=0.044, over 7561.61 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.0744, over 2475589.15 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07211, over 22087.48 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 15:59:28,875 INFO [train.py:927] (7/8) Epoch 17, batch 14750, giga_loss[loss=0.2599, simple_loss=0.3375, pruned_loss=0.09117, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0332, over 122.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07445, over 2475515.55 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07576, over 21208.19 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2855, pruned_loss=0.0576, over 2465330.23 frames. utt_duration=1296 frames, utt_pad_proportion=0.04818, over 7620.43 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3095, pruned_loss=0.07534, over 2476106.95 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0756, over 22237.51 utterances.], batch size: 122, lr: 2.34e-04
2022-08-31 16:01:14,476 INFO [train.py:927] (7/8) Epoch 17, batch 14800, giga_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08202, over 12393.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05836, over 182.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3062, pruned_loss=0.07353, over 2475223.89 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07217, over 20637.73 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2857, pruned_loss=0.05769, over 2465537.29 frames. utt_duration=1295 frames, utt_pad_proportion=0.04784, over 7626.22 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3075, pruned_loss=0.07429, over 2475600.49 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07237, over 21552.86 utterances.], batch size: 182, lr: 2.34e-04
2022-08-31 16:02:58,452 INFO [train.py:927] (7/8) Epoch 17, batch 14850, giga_loss[loss=0.206, simple_loss=0.2882, pruned_loss=0.06189, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3053, pruned_loss=0.07157, over 2474080.24 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07131, over 20284.16 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2858, pruned_loss=0.05782, over 2465534.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04742, over 7630.54 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.07233, over 2474558.68 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07182, over 21242.91 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 16:04:47,977 INFO [train.py:927] (7/8) Epoch 17, batch 14900, giga_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08094, over 12324.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0314, over 91.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3026, pruned_loss=0.07017, over 2474698.19 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06824, over 20187.05 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2855, pruned_loss=0.05773, over 2465380.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.0471, over 7615.28 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07097, over 2475308.38 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06894, over 21078.79 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 16:06:34,645 INFO [train.py:927] (7/8) Epoch 17, batch 14950, giga_loss[loss=0.2114, simple_loss=0.3087, pruned_loss=0.05704, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3044, pruned_loss=0.07167, over 2474775.58 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06906, over 20270.46 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.05784, over 2465324.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.0519, over 7680.70 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.0725, over 2475528.60 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06832, over 21202.45 utterances.], batch size: 54, lr: 2.34e-04
2022-08-31 16:08:21,756 INFO [train.py:927] (7/8) Epoch 17, batch 15000, giga_loss[loss=0.2073, simple_loss=0.2976, pruned_loss=0.0585, over 12376.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03189, over 62.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3085, pruned_loss=0.07244, over 2474226.86 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0722, over 20543.09 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.05782, over 2465469.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.05131, over 7665.60 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.31, pruned_loss=0.0733, over 2474818.24 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07173, over 21456.64 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 16:08:21,758 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 16:08:35,801 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1719, simple_loss=0.2844, pruned_loss=0.0297, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 16:10:19,734 INFO [train.py:927] (7/8) Epoch 17, batch 15050, giga_loss[loss=0.2151, simple_loss=0.3066, pruned_loss=0.06181, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.07348, over 2474730.33 frames. utt_duration=491 frames, utt_pad_proportion=0.06921, over 20221.73 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2856, pruned_loss=0.05796, over 2465868.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.05028, over 7652.85 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3126, pruned_loss=0.07445, over 2475089.16 frames. utt_duration=466 frames, utt_pad_proportion=0.06946, over 21314.47 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 16:12:04,790 INFO [train.py:927] (7/8) Epoch 17, batch 15100, giga_loss[loss=0.2073, simple_loss=0.3012, pruned_loss=0.0567, over 12368.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03122, over 51.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3102, pruned_loss=0.07408, over 2474279.55 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06588, over 19467.24 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2854, pruned_loss=0.05819, over 2465946.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.04915, over 7624.36 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07527, over 2474815.99 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06688, over 20847.50 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 16:13:53,297 INFO [train.py:927] (7/8) Epoch 17, batch 15150, giga_loss[loss=0.1732, simple_loss=0.2529, pruned_loss=0.04678, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03564, over 28.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3084, pruned_loss=0.07319, over 2474321.50 frames. utt_duration=525 frames, utt_pad_proportion=0.0606, over 18904.42 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2853, pruned_loss=0.05817, over 2465919.68 frames. utt_duration=1298 frames, utt_pad_proportion=0.04824, over 7609.92 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3112, pruned_loss=0.07451, over 2474958.77 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06216, over 20283.57 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 16:15:36,557 INFO [train.py:927] (7/8) Epoch 17, batch 15200, giga_loss[loss=0.2236, simple_loss=0.3031, pruned_loss=0.07201, over 12373.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03281, over 122.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.0741, over 2474707.46 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06142, over 19372.20 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2853, pruned_loss=0.05823, over 2465893.78 frames. utt_duration=1295 frames, utt_pad_proportion=0.04828, over 7623.84 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3107, pruned_loss=0.07536, over 2475378.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06266, over 20655.04 utterances.], batch size: 122, lr: 2.34e-04
2022-08-31 16:17:19,839 INFO [train.py:927] (7/8) Epoch 17, batch 15250, giga_loss[loss=0.2026, simple_loss=0.2887, pruned_loss=0.05825, over 12420.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03908, over 105.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.307, pruned_loss=0.07376, over 2474328.00 frames. utt_duration=509 frames, utt_pad_proportion=0.06292, over 19499.54 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2854, pruned_loss=0.05831, over 2465991.49 frames. utt_duration=1298 frames, utt_pad_proportion=0.04788, over 7610.57 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07501, over 2474949.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06404, over 20776.84 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 16:19:02,999 INFO [train.py:927] (7/8) Epoch 17, batch 15300, giga_loss[loss=0.219, simple_loss=0.3049, pruned_loss=0.06654, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03074, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3061, pruned_loss=0.07322, over 2474487.51 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0664, over 19466.93 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2855, pruned_loss=0.05828, over 2466058.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04874, over 7655.88 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.0746, over 2475115.13 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06701, over 20714.14 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 16:20:44,887 INFO [train.py:927] (7/8) Epoch 17, batch 15350, libri_loss[loss=0.2391, simple_loss=0.3195, pruned_loss=0.07935, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009633, over 39.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3069, pruned_loss=0.07329, over 2474834.19 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07362, over 19956.26 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2858, pruned_loss=0.05849, over 2466463.71 frames. utt_duration=1276 frames, utt_pad_proportion=0.05307, over 7740.10 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3092, pruned_loss=0.07467, over 2475234.14 frames. utt_duration=467.2 frames, utt_pad_proportion=0.0725, over 21259.45 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 16:22:27,757 INFO [train.py:927] (7/8) Epoch 17, batch 15400, giga_loss[loss=0.1807, simple_loss=0.2795, pruned_loss=0.04093, over 12253.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03675, over 28.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3069, pruned_loss=0.07316, over 2475159.55 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07207, over 19829.26 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.286, pruned_loss=0.05877, over 2466428.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05784, over 7829.27 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.309, pruned_loss=0.07434, over 2475671.45 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07005, over 21061.71 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 16:24:13,047 INFO [train.py:927] (7/8) Epoch 17, batch 15450, giga_loss[loss=0.1957, simple_loss=0.2936, pruned_loss=0.04893, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03541, over 30.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3094, pruned_loss=0.07349, over 2473939.44 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07615, over 20653.13 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2859, pruned_loss=0.05879, over 2466150.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05715, over 7801.96 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3115, pruned_loss=0.07466, over 2474715.03 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07473, over 21880.78 utterances.], batch size: 30, lr: 2.34e-04
2022-08-31 16:25:54,873 INFO [train.py:927] (7/8) Epoch 17, batch 15500, giga_loss[loss=0.2483, simple_loss=0.3332, pruned_loss=0.08166, over 12384.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3122, pruned_loss=0.07563, over 2473738.58 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07581, over 20801.71 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2863, pruned_loss=0.05925, over 2466694.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05567, over 7784.18 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3144, pruned_loss=0.07666, over 2474078.27 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07541, over 22233.37 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 16:27:38,993 INFO [train.py:927] (7/8) Epoch 17, batch 15550, giga_loss[loss=0.2265, simple_loss=0.3035, pruned_loss=0.07475, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03871, over 40.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3133, pruned_loss=0.07695, over 2474888.60 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07491, over 21102.72 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2865, pruned_loss=0.0593, over 2466803.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05501, over 7772.51 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3152, pruned_loss=0.07795, over 2475157.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07496, over 22433.36 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 16:29:23,505 INFO [train.py:927] (7/8) Epoch 17, batch 15600, giga_loss[loss=0.199, simple_loss=0.2927, pruned_loss=0.0527, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03099, over 42.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.07601, over 2474825.33 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07444, over 21622.76 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2865, pruned_loss=0.05938, over 2466972.99 frames. utt_duration=1273 frames, utt_pad_proportion=0.05382, over 7760.32 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.07722, over 2475114.07 frames. utt_duration=431 frames, utt_pad_proportion=0.07503, over 23051.27 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 16:31:07,698 INFO [train.py:927] (7/8) Epoch 17, batch 15650, giga_loss[loss=0.2135, simple_loss=0.2995, pruned_loss=0.06378, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04652, over 34.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3134, pruned_loss=0.07589, over 2473860.85 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07456, over 21595.08 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2864, pruned_loss=0.05945, over 2466809.09 frames. utt_duration=1275 frames, utt_pad_proportion=0.05287, over 7747.45 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3159, pruned_loss=0.07717, over 2474405.57 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07548, over 23067.82 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 16:32:49,285 INFO [train.py:927] (7/8) Epoch 17, batch 15700, giga_loss[loss=0.1935, simple_loss=0.283, pruned_loss=0.052, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0376, over 28.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3122, pruned_loss=0.07493, over 2474242.47 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07456, over 21345.65 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2862, pruned_loss=0.05936, over 2466853.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05232, over 7724.35 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3148, pruned_loss=0.07625, over 2474718.43 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07557, over 22724.48 utterances.], batch size: 28, lr: 2.33e-04
2022-08-31 16:34:34,010 INFO [train.py:927] (7/8) Epoch 17, batch 15750, giga_loss[loss=0.2246, simple_loss=0.3088, pruned_loss=0.07018, over 12360.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3095, pruned_loss=0.07375, over 2474707.06 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07112, over 20524.41 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.286, pruned_loss=0.05937, over 2467312.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.05115, over 7702.20 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3126, pruned_loss=0.07528, over 2474908.80 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07274, over 22064.52 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 16:36:18,620 INFO [train.py:927] (7/8) Epoch 17, batch 15800, libri_loss[loss=0.1978, simple_loss=0.2763, pruned_loss=0.05971, over 12122.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006246, over 32.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3075, pruned_loss=0.07354, over 2474798.68 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07378, over 20717.02 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.286, pruned_loss=0.05952, over 2466932.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.05535, over 7766.23 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3109, pruned_loss=0.07518, over 2475621.04 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07387, over 22388.08 utterances.], batch size: 32, lr: 2.33e-04
2022-08-31 16:38:01,670 INFO [train.py:927] (7/8) Epoch 17, batch 15850, giga_loss[loss=0.2407, simple_loss=0.322, pruned_loss=0.07972, over 12445.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03621, over 133.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3074, pruned_loss=0.07401, over 2474911.76 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07908, over 21483.76 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2858, pruned_loss=0.05951, over 2466911.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05509, over 7751.63 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3103, pruned_loss=0.07542, over 2475630.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07894, over 22915.35 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 16:39:41,997 INFO [train.py:927] (7/8) Epoch 17, batch 15900, giga_loss[loss=0.2276, simple_loss=0.3173, pruned_loss=0.06893, over 12325.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03251, over 85.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3042, pruned_loss=0.07124, over 2474386.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.08084, over 21551.58 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2858, pruned_loss=0.05956, over 2466843.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.05777, over 7810.87 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07267, over 2475247.13 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07997, over 23022.76 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 16:41:30,815 INFO [train.py:927] (7/8) Epoch 17, batch 15950, giga_loss[loss=0.1953, simple_loss=0.2741, pruned_loss=0.05825, over 12486.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03333, over 40.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3028, pruned_loss=0.07043, over 2474695.23 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08098, over 21601.86 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2858, pruned_loss=0.05963, over 2466554.22 frames. utt_duration=1267 frames, utt_pad_proportion=0.05711, over 7797.71 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07188, over 2475870.48 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08079, over 23229.87 utterances.], batch size: 40, lr: 2.33e-04
2022-08-31 16:43:17,192 INFO [train.py:927] (7/8) Epoch 17, batch 16000, giga_loss[loss=0.3342, simple_loss=0.3802, pruned_loss=0.1441, over 12366.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3012, pruned_loss=0.06998, over 2475182.60 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07685, over 21299.00 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2857, pruned_loss=0.05955, over 2466559.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05669, over 7790.73 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3038, pruned_loss=0.07128, over 2476193.91 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07712, over 22711.51 utterances.], batch size: 257, lr: 2.33e-04
2022-08-31 16:45:02,853 INFO [train.py:927] (7/8) Epoch 17, batch 16050, giga_loss[loss=0.2183, simple_loss=0.3012, pruned_loss=0.06773, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3032, pruned_loss=0.07041, over 2474376.04 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07501, over 21098.22 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2855, pruned_loss=0.05946, over 2466110.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05587, over 7764.14 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.0717, over 2475709.95 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07568, over 22475.29 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 16:46:45,113 INFO [train.py:927] (7/8) Epoch 17, batch 16100, giga_loss[loss=0.2302, simple_loss=0.3068, pruned_loss=0.07677, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02593, over 48.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3036, pruned_loss=0.07105, over 2475040.62 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07215, over 20956.44 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2856, pruned_loss=0.05958, over 2466198.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.05439, over 7728.82 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3061, pruned_loss=0.07236, over 2476325.04 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07347, over 22531.82 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 16:48:31,441 INFO [train.py:927] (7/8) Epoch 17, batch 16150, giga_loss[loss=0.2304, simple_loss=0.3185, pruned_loss=0.07116, over 12332.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02455, over 45.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.304, pruned_loss=0.07084, over 2474259.69 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06991, over 20557.54 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2854, pruned_loss=0.05959, over 2466003.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.05297, over 7694.90 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3067, pruned_loss=0.07223, over 2475746.22 frames. utt_duration=446.1 frames, utt_pad_proportion=0.0717, over 22270.04 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 16:50:18,408 INFO [train.py:927] (7/8) Epoch 17, batch 16200, giga_loss[loss=0.2146, simple_loss=0.304, pruned_loss=0.06254, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02402, over 66.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3053, pruned_loss=0.07158, over 2474406.37 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06995, over 20145.38 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2853, pruned_loss=0.0596, over 2465995.01 frames. utt_duration=1289 frames, utt_pad_proportion=0.05154, over 7662.99 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3082, pruned_loss=0.07304, over 2475879.78 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07205, over 21958.00 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 16:52:11,565 INFO [train.py:927] (7/8) Epoch 17, batch 16250, giga_loss[loss=0.2194, simple_loss=0.3092, pruned_loss=0.0648, over 12415.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05535, over 162.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3063, pruned_loss=0.07232, over 2474785.35 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0759, over 20774.96 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2854, pruned_loss=0.05967, over 2466058.03 frames. utt_duration=1289 frames, utt_pad_proportion=0.05133, over 7662.67 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3086, pruned_loss=0.07346, over 2475918.31 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07725, over 22257.51 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 16:53:58,394 INFO [train.py:927] (7/8) Epoch 17, batch 16300, giga_loss[loss=0.203, simple_loss=0.2817, pruned_loss=0.06212, over 12338.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0455, over 26.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3056, pruned_loss=0.07098, over 2474852.69 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07075, over 20234.41 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2851, pruned_loss=0.05955, over 2465930.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.0521, over 7708.91 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3089, pruned_loss=0.07264, over 2476325.31 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07236, over 22055.05 utterances.], batch size: 26, lr: 2.33e-04
2022-08-31 16:55:43,936 INFO [train.py:927] (7/8) Epoch 17, batch 16350, giga_loss[loss=0.2453, simple_loss=0.3182, pruned_loss=0.08623, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04166, over 133.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3059, pruned_loss=0.07173, over 2475217.82 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07074, over 20579.24 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2853, pruned_loss=0.05973, over 2465870.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.05156, over 7711.69 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3086, pruned_loss=0.07311, over 2476624.33 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07233, over 22274.02 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 16:57:26,121 INFO [train.py:927] (7/8) Epoch 17, batch 16400, libri_loss[loss=0.1503, simple_loss=0.2291, pruned_loss=0.03571, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01035, over 28.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3046, pruned_loss=0.07235, over 2474786.81 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08249, over 21608.04 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2848, pruned_loss=0.05949, over 2465637.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.05083, over 7689.56 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3076, pruned_loss=0.07388, over 2476299.99 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08331, over 23216.96 utterances.], batch size: 28, lr: 2.33e-04
2022-08-31 16:59:11,203 INFO [train.py:927] (7/8) Epoch 17, batch 16450, giga_loss[loss=0.2438, simple_loss=0.312, pruned_loss=0.08777, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02994, over 85.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3043, pruned_loss=0.0729, over 2474426.39 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08349, over 21688.05 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2847, pruned_loss=0.05944, over 2465883.22 frames. utt_duration=1289 frames, utt_pad_proportion=0.04966, over 7662.18 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07454, over 2475672.22 frames. utt_duration=425 frames, utt_pad_proportion=0.08467, over 23380.97 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 17:00:57,085 INFO [train.py:927] (7/8) Epoch 17, batch 16500, giga_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.05443, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03426, over 34.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3057, pruned_loss=0.07361, over 2474843.49 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07868, over 21298.45 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2848, pruned_loss=0.05937, over 2466311.16 frames. utt_duration=1290 frames, utt_pad_proportion=0.04903, over 7655.88 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3084, pruned_loss=0.0752, over 2475607.83 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08034, over 22885.45 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:02:44,516 INFO [train.py:927] (7/8) Epoch 17, batch 16550, giga_loss[loss=0.2235, simple_loss=0.2992, pruned_loss=0.07388, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3065, pruned_loss=0.07458, over 2475434.93 frames. utt_duration=455 frames, utt_pad_proportion=0.08017, over 21831.97 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.285, pruned_loss=0.05943, over 2466518.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.04914, over 7671.44 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3088, pruned_loss=0.07605, over 2476006.34 frames. utt_duration=426 frames, utt_pad_proportion=0.08158, over 23329.35 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 17:04:29,946 INFO [train.py:927] (7/8) Epoch 17, batch 16600, libri_loss[loss=0.1786, simple_loss=0.2608, pruned_loss=0.04823, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006984, over 31.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3058, pruned_loss=0.07463, over 2474879.76 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08187, over 21854.33 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2843, pruned_loss=0.05919, over 2466644.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04773, over 7626.33 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3092, pruned_loss=0.07661, over 2475565.22 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08361, over 23632.72 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 17:06:16,387 INFO [train.py:927] (7/8) Epoch 17, batch 16650, giga_loss[loss=0.2487, simple_loss=0.3203, pruned_loss=0.08855, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04811, over 162.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3068, pruned_loss=0.07493, over 2475042.54 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07978, over 21439.26 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2842, pruned_loss=0.05913, over 2466709.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.04785, over 7640.58 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.31, pruned_loss=0.07685, over 2475693.64 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08152, over 23092.10 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:07:55,659 INFO [train.py:927] (7/8) Epoch 17, batch 16700, giga_loss[loss=0.2653, simple_loss=0.3263, pruned_loss=0.1022, over 12370.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3087, pruned_loss=0.07692, over 2474538.25 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08391, over 21756.09 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.285, pruned_loss=0.05977, over 2467197.10 frames. utt_duration=1266 frames, utt_pad_proportion=0.05682, over 7803.06 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3116, pruned_loss=0.07865, over 2474978.95 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08288, over 23580.51 utterances.], batch size: 372, lr: 2.33e-04
2022-08-31 17:09:41,200 INFO [train.py:927] (7/8) Epoch 17, batch 16750, giga_loss[loss=0.2513, simple_loss=0.3339, pruned_loss=0.08437, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3092, pruned_loss=0.07647, over 2474589.22 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07926, over 20567.73 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.285, pruned_loss=0.05978, over 2467293.58 frames. utt_duration=1263 frames, utt_pad_proportion=0.05659, over 7821.05 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3119, pruned_loss=0.07815, over 2474987.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07898, over 22248.08 utterances.], batch size: 123, lr: 2.33e-04
2022-08-31 17:11:24,520 INFO [train.py:927] (7/8) Epoch 17, batch 16800, giga_loss[loss=0.2328, simple_loss=0.3163, pruned_loss=0.07461, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3109, pruned_loss=0.07686, over 2474027.04 frames. utt_duration=470 frames, utt_pad_proportion=0.08255, over 21120.01 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2853, pruned_loss=0.05994, over 2467058.82 frames. utt_duration=1267 frames, utt_pad_proportion=0.05525, over 7796.72 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3135, pruned_loss=0.07853, over 2474734.66 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08276, over 22851.25 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 17:13:07,644 INFO [train.py:927] (7/8) Epoch 17, batch 16850, libri_loss[loss=0.1925, simple_loss=0.2726, pruned_loss=0.0562, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006767, over 32.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3093, pruned_loss=0.07584, over 2473116.92 frames. utt_duration=473.4 frames, utt_pad_proportion=0.08162, over 20959.73 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2851, pruned_loss=0.05983, over 2466917.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.05393, over 7770.23 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3123, pruned_loss=0.07782, over 2474056.35 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08251, over 22817.72 utterances.], batch size: 32, lr: 2.33e-04
2022-08-31 17:14:52,162 INFO [train.py:927] (7/8) Epoch 17, batch 16900, giga_loss[loss=0.2381, simple_loss=0.3172, pruned_loss=0.07949, over 12388.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05735, over 162.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3113, pruned_loss=0.07703, over 2472984.44 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08121, over 21586.50 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.05995, over 2466870.40 frames. utt_duration=1267 frames, utt_pad_proportion=0.05408, over 7796.78 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3139, pruned_loss=0.07879, over 2473871.88 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08207, over 23278.52 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:16:39,996 INFO [train.py:927] (7/8) Epoch 17, batch 16950, giga_loss[loss=0.2491, simple_loss=0.3292, pruned_loss=0.08451, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3121, pruned_loss=0.07831, over 2473990.97 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07801, over 22106.03 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2853, pruned_loss=0.05997, over 2466765.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05389, over 7788.80 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07974, over 2474803.54 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07896, over 23496.98 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 17:18:25,974 INFO [train.py:927] (7/8) Epoch 17, batch 17000, giga_loss[loss=0.2113, simple_loss=0.2983, pruned_loss=0.0621, over 12362.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03001, over 85.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3121, pruned_loss=0.07806, over 2473425.18 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07412, over 21573.80 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2854, pruned_loss=0.06015, over 2466289.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05295, over 7759.39 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3144, pruned_loss=0.07945, over 2474638.31 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07555, over 23020.32 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 17:20:14,386 INFO [train.py:927] (7/8) Epoch 17, batch 17050, giga_loss[loss=0.2018, simple_loss=0.2777, pruned_loss=0.0629, over 12455.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04519, over 34.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3123, pruned_loss=0.07845, over 2473708.32 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08133, over 22529.94 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2855, pruned_loss=0.06013, over 2466570.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.05211, over 7753.24 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.07992, over 2474529.28 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08251, over 23964.35 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:21:58,273 INFO [train.py:927] (7/8) Epoch 17, batch 17100, giga_loss[loss=0.2434, simple_loss=0.3211, pruned_loss=0.0828, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03767, over 105.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07753, over 2473416.60 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08146, over 22178.73 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2855, pruned_loss=0.06021, over 2466357.29 frames. utt_duration=1278 frames, utt_pad_proportion=0.05087, over 7727.22 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3143, pruned_loss=0.0792, over 2474477.66 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08301, over 23801.23 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:23:45,098 INFO [train.py:927] (7/8) Epoch 17, batch 17150, giga_loss[loss=0.2165, simple_loss=0.2858, pruned_loss=0.07355, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02588, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07617, over 2473279.69 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08306, over 21726.25 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.286, pruned_loss=0.06048, over 2466607.12 frames. utt_duration=1263 frames, utt_pad_proportion=0.05455, over 7823.16 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07786, over 2474120.79 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08355, over 23463.96 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 17:25:30,422 INFO [train.py:927] (7/8) Epoch 17, batch 17200, giga_loss[loss=0.2013, simple_loss=0.2801, pruned_loss=0.06127, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03834, over 40.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.308, pruned_loss=0.07538, over 2472968.35 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08168, over 21547.03 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.286, pruned_loss=0.06044, over 2466803.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05781, over 7872.35 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.0773, over 2473681.94 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08152, over 23365.66 utterances.], batch size: 40, lr: 2.33e-04
2022-08-31 17:27:13,877 INFO [train.py:927] (7/8) Epoch 17, batch 17250, giga_loss[loss=0.225, simple_loss=0.3035, pruned_loss=0.07329, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3051, pruned_loss=0.0745, over 2473915.13 frames. utt_duration=467.5 frames, utt_pad_proportion=0.08165, over 21235.72 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.0604, over 2467120.02 frames. utt_duration=1260 frames, utt_pad_proportion=0.05652, over 7844.50 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.308, pruned_loss=0.07647, over 2474367.98 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08214, over 23088.67 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:28:59,302 INFO [train.py:927] (7/8) Epoch 17, batch 17300, libri_loss[loss=0.1908, simple_loss=0.2744, pruned_loss=0.05357, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005021, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3035, pruned_loss=0.07277, over 2473729.58 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0764, over 20743.88 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06046, over 2467041.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05649, over 7851.47 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3062, pruned_loss=0.07452, over 2474273.98 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07735, over 22446.64 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 17:30:45,118 INFO [train.py:927] (7/8) Epoch 17, batch 17350, libri_loss[loss=0.2084, simple_loss=0.2913, pruned_loss=0.06272, over 12480.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.02833, over 46.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.0696, over 2473589.87 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07618, over 21521.45 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2862, pruned_loss=0.06055, over 2466848.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05527, over 7830.30 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07122, over 2474373.54 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07746, over 23265.99 utterances.], batch size: 46, lr: 2.33e-04
2022-08-31 17:32:30,790 INFO [train.py:927] (7/8) Epoch 17, batch 17400, giga_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06697, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05576, over 162.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3006, pruned_loss=0.06675, over 2474835.87 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07339, over 21670.83 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06075, over 2467059.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06306, over 8001.46 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3026, pruned_loss=0.06814, over 2475540.35 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07253, over 23429.77 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:34:16,541 INFO [train.py:927] (7/8) Epoch 17, batch 17450, giga_loss[loss=0.2288, simple_loss=0.3194, pruned_loss=0.06908, over 12333.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2994, pruned_loss=0.06445, over 2475318.05 frames. utt_duration=446 frames, utt_pad_proportion=0.07181, over 22273.73 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2866, pruned_loss=0.06074, over 2466920.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.06228, over 8003.57 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3014, pruned_loss=0.06567, over 2476174.86 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07157, over 23997.36 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 17:36:03,295 INFO [train.py:927] (7/8) Epoch 17, batch 17500, giga_loss[loss=0.204, simple_loss=0.3006, pruned_loss=0.05367, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2996, pruned_loss=0.06372, over 2475342.28 frames. utt_duration=425 frames, utt_pad_proportion=0.07333, over 23377.94 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2862, pruned_loss=0.06058, over 2466712.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06143, over 7968.76 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3017, pruned_loss=0.06488, over 2476348.50 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07333, over 25033.29 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 17:37:46,616 INFO [train.py:927] (7/8) Epoch 17, batch 17550, giga_loss[loss=0.1839, simple_loss=0.2785, pruned_loss=0.04469, over 12435.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04803, over 161.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2977, pruned_loss=0.06219, over 2476017.25 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07041, over 23685.42 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2861, pruned_loss=0.06046, over 2466592.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.06008, over 7943.06 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2999, pruned_loss=0.06331, over 2477174.57 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07103, over 25454.54 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 17:39:32,706 INFO [train.py:927] (7/8) Epoch 17, batch 17600, giga_loss[loss=0.1944, simple_loss=0.2717, pruned_loss=0.05854, over 12351.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2966, pruned_loss=0.06099, over 2476237.56 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07166, over 24035.55 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2864, pruned_loss=0.06055, over 2466421.81 frames. utt_duration=1242 frames, utt_pad_proportion=0.06027, over 7950.71 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.0618, over 2477431.39 frames. utt_duration=388 frames, utt_pad_proportion=0.07206, over 25635.79 utterances.], batch size: 365, lr: 2.33e-04
2022-08-31 17:41:17,508 INFO [train.py:927] (7/8) Epoch 17, batch 17650, giga_loss[loss=0.1854, simple_loss=0.2755, pruned_loss=0.04766, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06852, over 211.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2944, pruned_loss=0.05923, over 2476330.06 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07259, over 24270.58 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2862, pruned_loss=0.06042, over 2466633.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.05888, over 7929.81 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.06, over 2477482.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07338, over 26166.94 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 17:43:00,680 INFO [train.py:927] (7/8) Epoch 17, batch 17700, giga_loss[loss=0.1998, simple_loss=0.2912, pruned_loss=0.05414, over 12380.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2909, pruned_loss=0.05716, over 2476728.25 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07392, over 24832.69 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2861, pruned_loss=0.06047, over 2466864.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.05823, over 7923.93 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.0577, over 2477567.13 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07469, over 26548.39 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:44:48,204 INFO [train.py:927] (7/8) Epoch 17, batch 17750, giga_loss[loss=0.2102, simple_loss=0.2983, pruned_loss=0.06103, over 12378.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0649, over 183.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2896, pruned_loss=0.05662, over 2476475.27 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07438, over 25282.24 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06041, over 2466707.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.05812, over 7911.31 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.291, pruned_loss=0.05708, over 2477303.93 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07498, over 26705.25 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 17:46:43,516 INFO [train.py:927] (7/8) Epoch 17, batch 17800, giga_loss[loss=0.1984, simple_loss=0.2937, pruned_loss=0.05157, over 12428.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03191, over 122.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2907, pruned_loss=0.05623, over 2477113.53 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07572, over 25348.80 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.0606, over 2466844.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06087, over 7965.19 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05632, over 2477882.40 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07559, over 26853.43 utterances.], batch size: 122, lr: 2.33e-04
2022-08-31 17:48:50,239 INFO [train.py:927] (7/8) Epoch 17, batch 17850, giga_loss[loss=0.1841, simple_loss=0.2789, pruned_loss=0.0446, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.0551, over 2476845.55 frames. utt_duration=399.7 frames, utt_pad_proportion=0.0735, over 24871.92 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2862, pruned_loss=0.06051, over 2466857.46 frames. utt_duration=1242 frames, utt_pad_proportion=0.06042, over 7956.53 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2901, pruned_loss=0.05522, over 2477529.44 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07364, over 26210.97 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 17:50:51,337 INFO [train.py:927] (7/8) Epoch 17, batch 17900, giga_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05226, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05387, over 2477460.04 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07498, over 25359.67 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2861, pruned_loss=0.06039, over 2467229.73 frames. utt_duration=1245 frames, utt_pad_proportion=0.05926, over 7935.99 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2888, pruned_loss=0.05391, over 2477981.72 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07546, over 26993.89 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 17:52:58,665 INFO [train.py:927] (7/8) Epoch 17, batch 17950, giga_loss[loss=0.2077, simple_loss=0.2971, pruned_loss=0.05919, over 12405.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2859, pruned_loss=0.05299, over 2477414.87 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07303, over 25097.14 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2861, pruned_loss=0.06048, over 2467183.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.05869, over 7928.31 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.0528, over 2478043.54 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07377, over 26713.81 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:54:56,230 INFO [train.py:927] (7/8) Epoch 17, batch 18000, giga_loss[loss=0.2079, simple_loss=0.2927, pruned_loss=0.06154, over 12380.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09175, over 254.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2857, pruned_loss=0.0531, over 2477835.43 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07216, over 25182.64 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2865, pruned_loss=0.06076, over 2467478.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06285, over 8001.98 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.05257, over 2478263.10 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07182, over 26701.30 utterances.], batch size: 254, lr: 2.33e-04
2022-08-31 17:54:56,231 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 17:55:10,463 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1721, simple_loss=0.2839, pruned_loss=0.03019, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 17:57:25,005 INFO [train.py:927] (7/8) Epoch 17, batch 18050, giga_loss[loss=0.1516, simple_loss=0.2482, pruned_loss=0.02746, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2858, pruned_loss=0.05226, over 2477626.68 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06928, over 24475.29 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2864, pruned_loss=0.06071, over 2467235.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06278, over 8001.19 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2861, pruned_loss=0.05175, over 2478377.72 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06922, over 25982.34 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 17:59:23,647 INFO [train.py:927] (7/8) Epoch 17, batch 18100, giga_loss[loss=0.196, simple_loss=0.2884, pruned_loss=0.05182, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05914, over 182.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05255, over 2477733.89 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06839, over 24282.58 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06139, over 2467787.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.06274, over 8036.63 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2851, pruned_loss=0.05128, over 2478171.23 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06845, over 25957.38 utterances.], batch size: 182, lr: 2.33e-04
2022-08-31 18:01:28,798 INFO [train.py:927] (7/8) Epoch 17, batch 18150, giga_loss[loss=0.2036, simple_loss=0.3055, pruned_loss=0.05078, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2883, pruned_loss=0.0521, over 2477857.27 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06841, over 24633.69 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2872, pruned_loss=0.06149, over 2467966.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06158, over 8004.09 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2877, pruned_loss=0.05078, over 2478266.69 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0688, over 26364.06 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:03:32,054 INFO [train.py:927] (7/8) Epoch 17, batch 18200, giga_loss[loss=0.2011, simple_loss=0.2963, pruned_loss=0.05299, over 12431.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2902, pruned_loss=0.05181, over 2478405.66 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06456, over 23748.83 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06169, over 2468494.12 frames. utt_duration=1236 frames, utt_pad_proportion=0.06024, over 7998.11 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2895, pruned_loss=0.05031, over 2478533.02 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06556, over 25584.57 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 18:05:40,909 INFO [train.py:927] (7/8) Epoch 17, batch 18250, giga_loss[loss=0.1826, simple_loss=0.2784, pruned_loss=0.0434, over 12433.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05604, over 182.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2904, pruned_loss=0.05209, over 2478073.74 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06266, over 23515.39 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2879, pruned_loss=0.06172, over 2468354.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.0595, over 7995.30 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2896, pruned_loss=0.05068, over 2478450.31 frames. utt_duration=393.8 frames, utt_pad_proportion=0.0638, over 25254.22 utterances.], batch size: 182, lr: 2.33e-04
2022-08-31 18:08:02,569 INFO [train.py:927] (7/8) Epoch 17, batch 18300, giga_loss[loss=0.1921, simple_loss=0.2847, pruned_loss=0.04968, over 12341.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.0439, over 34.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2897, pruned_loss=0.05264, over 2477691.73 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06065, over 22634.71 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2878, pruned_loss=0.06156, over 2468523.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.05791, over 7957.81 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2893, pruned_loss=0.05122, over 2478287.29 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06228, over 24786.77 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 18:10:11,778 INFO [train.py:927] (7/8) Epoch 17, batch 18350, giga_loss[loss=0.1764, simple_loss=0.2728, pruned_loss=0.04002, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04622, over 161.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2868, pruned_loss=0.05149, over 2478107.34 frames. utt_duration=438.4 frames, utt_pad_proportion=0.05956, over 22670.68 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2879, pruned_loss=0.06165, over 2468408.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05752, over 7941.29 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2864, pruned_loss=0.05021, over 2478769.19 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06107, over 24510.75 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:12:16,335 INFO [train.py:927] (7/8) Epoch 17, batch 18400, giga_loss[loss=0.1735, simple_loss=0.2782, pruned_loss=0.03435, over 12312.00 frames. utt_duration=704.7 frames, utt_pad_proportion=0.03333, over 70.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2853, pruned_loss=0.05108, over 2477152.72 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06119, over 22693.53 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2878, pruned_loss=0.06156, over 2468039.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.05695, over 7922.07 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2849, pruned_loss=0.04973, over 2478395.88 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06249, over 24752.82 utterances.], batch size: 70, lr: 2.33e-04
2022-08-31 18:14:19,062 INFO [train.py:927] (7/8) Epoch 17, batch 18450, giga_loss[loss=0.1995, simple_loss=0.2866, pruned_loss=0.05624, over 12441.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04615, over 161.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2861, pruned_loss=0.05132, over 2477487.31 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06121, over 23029.44 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2879, pruned_loss=0.06147, over 2468288.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.0561, over 7918.71 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2857, pruned_loss=0.05013, over 2478402.80 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06249, over 24937.07 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:16:17,444 INFO [train.py:927] (7/8) Epoch 17, batch 18500, giga_loss[loss=0.1784, simple_loss=0.2722, pruned_loss=0.0423, over 12365.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2858, pruned_loss=0.05221, over 2477006.55 frames. utt_duration=437.7 frames, utt_pad_proportion=0.06322, over 22700.78 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2881, pruned_loss=0.06161, over 2468481.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.05967, over 7956.00 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2852, pruned_loss=0.05065, over 2478019.28 frames. utt_duration=399 frames, utt_pad_proportion=0.06299, over 24914.62 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 18:18:31,002 INFO [train.py:927] (7/8) Epoch 17, batch 18550, giga_loss[loss=0.186, simple_loss=0.2843, pruned_loss=0.04386, over 12430.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.02705, over 80.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2867, pruned_loss=0.0519, over 2476705.95 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0635, over 22494.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2876, pruned_loss=0.06141, over 2468110.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.05884, over 7923.19 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2865, pruned_loss=0.05067, over 2477958.73 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06354, over 24526.12 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 18:20:46,378 INFO [train.py:927] (7/8) Epoch 17, batch 18600, libri_loss[loss=0.1996, simple_loss=0.2849, pruned_loss=0.05712, over 12152.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 35.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2856, pruned_loss=0.05166, over 2477388.68 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06366, over 22850.78 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2875, pruned_loss=0.06146, over 2468131.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 7919.02 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2855, pruned_loss=0.05029, over 2478730.08 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06409, over 25012.00 utterances.], batch size: 35, lr: 2.33e-04
2022-08-31 18:22:49,810 INFO [train.py:927] (7/8) Epoch 17, batch 18650, giga_loss[loss=0.1554, simple_loss=0.2424, pruned_loss=0.03423, over 12381.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2808, pruned_loss=0.05038, over 2477388.64 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06597, over 23013.74 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2871, pruned_loss=0.06124, over 2468113.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.05673, over 7897.88 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04922, over 2478739.79 frames. utt_duration=395.2 frames, utt_pad_proportion=0.0664, over 25163.51 utterances.], batch size: 364, lr: 2.33e-04
2022-08-31 18:24:37,400 INFO [train.py:927] (7/8) Epoch 17, batch 18700, giga_loss[loss=0.1737, simple_loss=0.273, pruned_loss=0.03725, over 12389.00 frames. utt_duration=662 frames, utt_pad_proportion=0.03635, over 75.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2812, pruned_loss=0.05072, over 2477532.28 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06232, over 22827.08 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06102, over 2468109.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.05557, over 7854.41 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2816, pruned_loss=0.04969, over 2478910.82 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06332, over 25017.04 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 18:26:36,418 INFO [train.py:927] (7/8) Epoch 17, batch 18750, giga_loss[loss=0.1873, simple_loss=0.281, pruned_loss=0.04678, over 12433.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04667, over 161.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.05009, over 2477117.89 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06902, over 24084.86 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06107, over 2468074.99 frames. utt_duration=1250 frames, utt_pad_proportion=0.05863, over 7907.43 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2803, pruned_loss=0.04891, over 2478511.33 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06851, over 26217.68 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:28:49,174 INFO [train.py:927] (7/8) Epoch 17, batch 18800, giga_loss[loss=0.1814, simple_loss=0.2812, pruned_loss=0.04075, over 12397.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04422, over 146.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2783, pruned_loss=0.04901, over 2477300.64 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06736, over 24228.20 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.0609, over 2467969.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.05861, over 7882.41 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2786, pruned_loss=0.04814, over 2478577.87 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06709, over 26076.62 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:30:58,922 INFO [train.py:927] (7/8) Epoch 17, batch 18850, giga_loss[loss=0.1998, simple_loss=0.2832, pruned_loss=0.05824, over 12428.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0733, over 213.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.279, pruned_loss=0.04908, over 2477760.89 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06489, over 23881.84 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2863, pruned_loss=0.06085, over 2468247.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.0582, over 7873.62 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2792, pruned_loss=0.04824, over 2478704.43 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06498, over 25625.91 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 18:32:55,217 INFO [train.py:927] (7/8) Epoch 17, batch 18900, giga_loss[loss=0.1697, simple_loss=0.2657, pruned_loss=0.03683, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07313, over 212.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.279, pruned_loss=0.04939, over 2478065.14 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06565, over 24718.14 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.06084, over 2468222.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.05842, over 7891.60 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.279, pruned_loss=0.04859, over 2478958.39 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06566, over 26303.49 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 18:34:55,960 INFO [train.py:927] (7/8) Epoch 17, batch 18950, giga_loss[loss=0.1882, simple_loss=0.2891, pruned_loss=0.04358, over 12252.00 frames. utt_duration=961.9 frames, utt_pad_proportion=0.04096, over 51.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2812, pruned_loss=0.0492, over 2477680.00 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06562, over 24600.76 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06084, over 2468310.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.05798, over 7881.73 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.281, pruned_loss=0.04846, over 2478392.43 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06574, over 25995.68 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 18:36:53,713 INFO [train.py:927] (7/8) Epoch 17, batch 19000, giga_loss[loss=0.1807, simple_loss=0.2786, pruned_loss=0.04138, over 12431.00 frames. utt_duration=372.1 frames, utt_pad_proportion=0.04587, over 134.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2828, pruned_loss=0.0498, over 2477921.66 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06332, over 24473.96 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06096, over 2468397.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.05804, over 7893.58 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2825, pruned_loss=0.04897, over 2478528.15 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06353, over 25786.24 utterances.], batch size: 134, lr: 2.33e-04
2022-08-31 18:38:53,758 INFO [train.py:927] (7/8) Epoch 17, batch 19050, giga_loss[loss=0.1657, simple_loss=0.2664, pruned_loss=0.03245, over 12421.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04984, over 2477503.19 frames. utt_duration=392 frames, utt_pad_proportion=0.06762, over 25361.37 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2869, pruned_loss=0.061, over 2468445.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.05727, over 7899.01 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2816, pruned_loss=0.04886, over 2478162.69 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0679, over 26829.07 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:40:58,443 INFO [train.py:927] (7/8) Epoch 17, batch 19100, giga_loss[loss=0.1854, simple_loss=0.2822, pruned_loss=0.0443, over 12313.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03318, over 70.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04939, over 2477152.30 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06719, over 24805.19 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06087, over 2468231.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05666, over 7877.62 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.28, pruned_loss=0.04857, over 2477984.06 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06763, over 26212.21 utterances.], batch size: 70, lr: 2.33e-04
2022-08-31 18:43:04,904 INFO [train.py:927] (7/8) Epoch 17, batch 19150, giga_loss[loss=0.1866, simple_loss=0.2809, pruned_loss=0.04611, over 12418.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2814, pruned_loss=0.04974, over 2476940.22 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06537, over 24412.08 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06077, over 2467757.52 frames. utt_duration=1262 frames, utt_pad_proportion=0.05547, over 7831.89 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2813, pruned_loss=0.04888, over 2478255.65 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06623, over 26020.32 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 18:45:00,721 INFO [train.py:927] (7/8) Epoch 17, batch 19200, giga_loss[loss=0.1903, simple_loss=0.2853, pruned_loss=0.04761, over 12369.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03164, over 80.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2819, pruned_loss=0.0499, over 2477409.46 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06287, over 23820.59 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.286, pruned_loss=0.06056, over 2467820.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05445, over 7808.39 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.282, pruned_loss=0.04916, over 2478614.40 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06405, over 25490.58 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 18:46:58,813 INFO [train.py:927] (7/8) Epoch 17, batch 19250, giga_loss[loss=0.1804, simple_loss=0.2794, pruned_loss=0.04068, over 12378.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03067, over 58.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2842, pruned_loss=0.05092, over 2477359.18 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06577, over 23795.43 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2863, pruned_loss=0.06065, over 2468042.70 frames. utt_duration=1263 frames, utt_pad_proportion=0.05421, over 7826.15 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2839, pruned_loss=0.04998, over 2478387.03 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06669, over 25550.13 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 18:49:17,969 INFO [train.py:927] (7/8) Epoch 17, batch 19300, libri_loss[loss=0.2325, simple_loss=0.3128, pruned_loss=0.07612, over 12354.00 frames. utt_duration=761.8 frames, utt_pad_proportion=0.1314, over 65.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.0514, over 2477907.71 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07154, over 24862.05 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2869, pruned_loss=0.06101, over 2468145.70 frames. utt_duration=1248 frames, utt_pad_proportion=0.05826, over 7922.90 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2833, pruned_loss=0.05014, over 2478809.56 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07094, over 26481.41 utterances.], batch size: 65, lr: 2.33e-04
2022-08-31 18:51:15,020 INFO [train.py:927] (7/8) Epoch 17, batch 19350, giga_loss[loss=0.2411, simple_loss=0.3314, pruned_loss=0.07546, over 12368.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03273, over 104.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05159, over 2478014.73 frames. utt_duration=395 frames, utt_pad_proportion=0.07143, over 25168.16 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06105, over 2467985.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.05756, over 7902.69 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05037, over 2479063.32 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07123, over 26795.45 utterances.], batch size: 104, lr: 2.33e-04
2022-08-31 18:53:22,632 INFO [train.py:927] (7/8) Epoch 17, batch 19400, giga_loss[loss=0.1756, simple_loss=0.2731, pruned_loss=0.03906, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02964, over 55.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2827, pruned_loss=0.05187, over 2477432.56 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07239, over 25338.93 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06109, over 2468013.73 frames. utt_duration=1250 frames, utt_pad_proportion=0.05721, over 7904.68 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05079, over 2478313.38 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07231, over 26762.71 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 18:55:27,985 INFO [train.py:927] (7/8) Epoch 17, batch 19450, giga_loss[loss=0.1849, simple_loss=0.2913, pruned_loss=0.03922, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02393, over 45.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05111, over 2477543.81 frames. utt_duration=397 frames, utt_pad_proportion=0.07233, over 25037.13 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06107, over 2468030.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.0605, over 7946.94 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2823, pruned_loss=0.05003, over 2478488.11 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07163, over 26597.64 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 18:57:18,543 INFO [train.py:927] (7/8) Epoch 17, batch 19500, giga_loss[loss=0.1919, simple_loss=0.2945, pruned_loss=0.04468, over 12431.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2839, pruned_loss=0.05025, over 2477658.43 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07009, over 24259.76 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06111, over 2467913.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.05954, over 7929.16 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2834, pruned_loss=0.04918, over 2478668.95 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06996, over 25805.66 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 18:59:29,524 INFO [train.py:927] (7/8) Epoch 17, batch 19550, giga_loss[loss=0.2024, simple_loss=0.2884, pruned_loss=0.05814, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02901, over 85.00 utterances.], tot_loss[loss=0.192, simple_loss=0.284, pruned_loss=0.05001, over 2477621.44 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07065, over 24196.29 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2872, pruned_loss=0.06106, over 2468008.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.05926, over 7937.08 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2833, pruned_loss=0.04895, over 2478573.72 frames. utt_duration=385.5 frames, utt_pad_proportion=0.0707, over 25796.24 utterances.], batch size: 85, lr: 2.32e-04
2022-08-31 19:01:43,404 INFO [train.py:927] (7/8) Epoch 17, batch 19600, giga_loss[loss=0.2024, simple_loss=0.3005, pruned_loss=0.05214, over 12355.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2851, pruned_loss=0.04944, over 2477710.99 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06736, over 24241.03 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2876, pruned_loss=0.06093, over 2467730.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.05865, over 7930.31 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.284, pruned_loss=0.04851, over 2478926.39 frames. utt_duration=385 frames, utt_pad_proportion=0.06781, over 25834.71 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 19:03:57,726 INFO [train.py:927] (7/8) Epoch 17, batch 19650, giga_loss[loss=0.1941, simple_loss=0.2933, pruned_loss=0.04747, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2874, pruned_loss=0.04999, over 2477194.89 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06445, over 23584.36 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2885, pruned_loss=0.06101, over 2467698.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05732, over 7903.25 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2857, pruned_loss=0.04881, over 2478518.56 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06543, over 25396.46 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 19:06:15,816 INFO [train.py:927] (7/8) Epoch 17, batch 19700, giga_loss[loss=0.1545, simple_loss=0.2455, pruned_loss=0.0318, over 12354.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04519, over 37.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2874, pruned_loss=0.05014, over 2477053.57 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06808, over 23731.43 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2884, pruned_loss=0.06104, over 2467904.81 frames. utt_duration=1253 frames, utt_pad_proportion=0.05665, over 7890.79 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2861, pruned_loss=0.04904, over 2478023.13 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06888, over 25394.65 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 19:08:33,353 INFO [train.py:927] (7/8) Epoch 17, batch 19750, giga_loss[loss=0.1933, simple_loss=0.2946, pruned_loss=0.04597, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 147.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2857, pruned_loss=0.04976, over 2477962.27 frames. utt_duration=432 frames, utt_pad_proportion=0.06378, over 23005.45 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2883, pruned_loss=0.06109, over 2468306.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.05627, over 7893.30 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2847, pruned_loss=0.04849, over 2478673.84 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06492, over 24837.82 utterances.], batch size: 147, lr: 2.32e-04
2022-08-31 19:10:35,879 INFO [train.py:927] (7/8) Epoch 17, batch 19800, giga_loss[loss=0.2303, simple_loss=0.3088, pruned_loss=0.07589, over 12372.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02708, over 91.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2854, pruned_loss=0.04957, over 2477491.59 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06329, over 23047.27 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.288, pruned_loss=0.06101, over 2468260.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.05589, over 7876.41 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2848, pruned_loss=0.04853, over 2478162.62 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06435, over 24629.81 utterances.], batch size: 91, lr: 2.32e-04
2022-08-31 19:12:30,542 INFO [train.py:927] (7/8) Epoch 17, batch 19850, giga_loss[loss=0.2055, simple_loss=0.282, pruned_loss=0.06449, over 12357.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1825, over 359.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2871, pruned_loss=0.05107, over 2477550.06 frames. utt_duration=432.6 frames, utt_pad_proportion=0.06746, over 22968.77 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2882, pruned_loss=0.06128, over 2468510.08 frames. utt_duration=1247 frames, utt_pad_proportion=0.05868, over 7930.47 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2864, pruned_loss=0.04968, over 2478169.34 frames. utt_duration=403 frames, utt_pad_proportion=0.06743, over 24668.68 utterances.], batch size: 359, lr: 2.32e-04
2022-08-31 19:14:19,643 INFO [train.py:927] (7/8) Epoch 17, batch 19900, giga_loss[loss=0.1805, simple_loss=0.2734, pruned_loss=0.04383, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04192, over 114.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2848, pruned_loss=0.05076, over 2477751.52 frames. utt_duration=433.5 frames, utt_pad_proportion=0.0667, over 22927.50 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2883, pruned_loss=0.06141, over 2468614.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.05731, over 7920.12 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2841, pruned_loss=0.04908, over 2478549.39 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06722, over 24930.99 utterances.], batch size: 114, lr: 2.32e-04
2022-08-31 19:16:14,719 INFO [train.py:927] (7/8) Epoch 17, batch 19950, giga_loss[loss=0.2112, simple_loss=0.3075, pruned_loss=0.05742, over 12372.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2861, pruned_loss=0.05139, over 2477444.81 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06746, over 23246.48 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06153, over 2468537.61 frames. utt_duration=1250 frames, utt_pad_proportion=0.05687, over 7908.93 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2854, pruned_loss=0.04987, over 2478220.01 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06796, over 24965.60 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 19:17:59,466 INFO [train.py:927] (7/8) Epoch 17, batch 20000, giga_loss[loss=0.2089, simple_loss=0.3061, pruned_loss=0.05581, over 12421.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03879, over 133.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2918, pruned_loss=0.05447, over 2476597.87 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06686, over 22978.93 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06147, over 2468272.37 frames. utt_duration=1255 frames, utt_pad_proportion=0.05585, over 7879.47 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2912, pruned_loss=0.05313, over 2477642.89 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06764, over 24701.21 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:19:41,858 INFO [train.py:927] (7/8) Epoch 17, batch 20050, giga_loss[loss=0.1832, simple_loss=0.2703, pruned_loss=0.04804, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2888, pruned_loss=0.05396, over 2476071.83 frames. utt_duration=444 frames, utt_pad_proportion=0.07116, over 22370.46 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2885, pruned_loss=0.06149, over 2468407.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05501, over 7864.93 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2884, pruned_loss=0.05275, over 2476923.84 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07184, over 24009.73 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 19:21:26,397 INFO [train.py:927] (7/8) Epoch 17, batch 20100, giga_loss[loss=0.1579, simple_loss=0.2547, pruned_loss=0.03057, over 12391.00 frames. utt_duration=478 frames, utt_pad_proportion=0.03231, over 104.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2826, pruned_loss=0.05184, over 2475648.35 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0719, over 22272.63 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2883, pruned_loss=0.06138, over 2468438.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.0538, over 7844.24 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05075, over 2476525.61 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07293, over 23995.90 utterances.], batch size: 104, lr: 2.32e-04
2022-08-31 19:23:10,748 INFO [train.py:927] (7/8) Epoch 17, batch 20150, giga_loss[loss=0.1543, simple_loss=0.249, pruned_loss=0.02974, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02626, over 66.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2753, pruned_loss=0.04929, over 2476155.52 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07093, over 21473.90 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2885, pruned_loss=0.0614, over 2468614.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.0533, over 7844.25 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2748, pruned_loss=0.04821, over 2476820.40 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07211, over 23096.79 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 19:24:53,504 INFO [train.py:927] (7/8) Epoch 17, batch 20200, giga_loss[loss=0.1625, simple_loss=0.2528, pruned_loss=0.03605, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.27, pruned_loss=0.04772, over 2476152.44 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07197, over 20992.40 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2888, pruned_loss=0.06151, over 2468523.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.05775, over 7919.84 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2692, pruned_loss=0.04664, over 2476821.60 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07144, over 22316.13 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 19:26:44,385 INFO [train.py:927] (7/8) Epoch 17, batch 20250, libri_loss[loss=0.2106, simple_loss=0.2992, pruned_loss=0.061, over 12464.00 frames. utt_duration=960 frames, utt_pad_proportion=0.07157, over 52.00 utterances.], tot_loss[loss=0.1795, simple_loss=0.266, pruned_loss=0.04656, over 2475019.62 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06948, over 20606.13 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2892, pruned_loss=0.06173, over 2468369.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.05695, over 7921.97 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.2644, pruned_loss=0.04514, over 2475856.50 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06958, over 21973.80 utterances.], batch size: 52, lr: 2.32e-04
2022-08-31 19:28:29,017 INFO [train.py:927] (7/8) Epoch 17, batch 20300, giga_loss[loss=0.1532, simple_loss=0.2405, pruned_loss=0.03296, over 12360.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03382, over 122.00 utterances.], tot_loss[loss=0.1755, simple_loss=0.2611, pruned_loss=0.045, over 2474285.61 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06777, over 19766.47 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2895, pruned_loss=0.062, over 2468463.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06051, over 7993.38 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2593, pruned_loss=0.0435, over 2474924.80 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06691, over 20893.34 utterances.], batch size: 122, lr: 2.32e-04
2022-08-31 19:30:11,977 INFO [train.py:927] (7/8) Epoch 17, batch 20350, giga_loss[loss=0.1735, simple_loss=0.2488, pruned_loss=0.04916, over 12371.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1716, simple_loss=0.2565, pruned_loss=0.04335, over 2474019.01 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07144, over 20045.88 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2896, pruned_loss=0.06201, over 2468443.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.05958, over 7976.71 utterances.], giga_tot_loss[loss=0.169, simple_loss=0.2544, pruned_loss=0.04182, over 2474628.06 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07095, over 21159.66 utterances.], batch size: 91, lr: 2.32e-04
2022-08-31 19:31:55,387 INFO [train.py:927] (7/8) Epoch 17, batch 20400, giga_loss[loss=0.1821, simple_loss=0.2559, pruned_loss=0.05418, over 12391.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.1686, simple_loss=0.2528, pruned_loss=0.04224, over 2474294.68 frames. utt_duration=498 frames, utt_pad_proportion=0.07273, over 19933.29 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2899, pruned_loss=0.06219, over 2468709.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06357, over 8059.23 utterances.], giga_tot_loss[loss=0.1659, simple_loss=0.2505, pruned_loss=0.04065, over 2474623.33 frames. utt_duration=475 frames, utt_pad_proportion=0.0712, over 20904.10 utterances.], batch size: 260, lr: 2.32e-04
2022-08-31 19:33:39,637 INFO [train.py:927] (7/8) Epoch 17, batch 20450, giga_loss[loss=0.2314, simple_loss=0.3171, pruned_loss=0.07286, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2605, pruned_loss=0.04564, over 2474338.37 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06732, over 19647.31 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2896, pruned_loss=0.06204, over 2468833.60 frames. utt_duration=1231 frames, utt_pad_proportion=0.06262, over 8033.29 utterances.], giga_tot_loss[loss=0.1734, simple_loss=0.2583, pruned_loss=0.04419, over 2474586.20 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0667, over 20652.57 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:35:24,160 INFO [train.py:927] (7/8) Epoch 17, batch 20500, libri_loss[loss=0.2039, simple_loss=0.2931, pruned_loss=0.05732, over 12389.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03932, over 46.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.271, pruned_loss=0.05024, over 2474624.34 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06445, over 18995.35 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2898, pruned_loss=0.06236, over 2468785.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.06547, over 8089.52 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2683, pruned_loss=0.04836, over 2475081.05 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06316, over 20127.05 utterances.], batch size: 46, lr: 2.32e-04
2022-08-31 19:37:09,780 INFO [train.py:927] (7/8) Epoch 17, batch 20550, giga_loss[loss=0.2123, simple_loss=0.2996, pruned_loss=0.06251, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2764, pruned_loss=0.05167, over 2474389.03 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06482, over 19025.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.0623, over 2469075.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06474, over 8071.27 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2742, pruned_loss=0.05009, over 2474573.87 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06401, over 20076.69 utterances.], batch size: 258, lr: 2.32e-04
2022-08-31 19:38:53,405 INFO [train.py:927] (7/8) Epoch 17, batch 20600, giga_loss[loss=0.2018, simple_loss=0.2961, pruned_loss=0.05379, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02489, over 45.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.28, pruned_loss=0.05327, over 2474111.65 frames. utt_duration=508 frames, utt_pad_proportion=0.072, over 19537.41 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2902, pruned_loss=0.06258, over 2469396.95 frames. utt_duration=1197 frames, utt_pad_proportion=0.07317, over 8264.94 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2775, pruned_loss=0.05149, over 2474106.93 frames. utt_duration=484 frames, utt_pad_proportion=0.06812, over 20508.04 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 19:40:36,337 INFO [train.py:927] (7/8) Epoch 17, batch 20650, giga_loss[loss=0.2079, simple_loss=0.298, pruned_loss=0.05891, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02705, over 48.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2854, pruned_loss=0.05558, over 2473831.33 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06885, over 18517.55 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2916, pruned_loss=0.06268, over 2469755.96 frames. utt_duration=1198 frames, utt_pad_proportion=0.07201, over 8256.71 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2821, pruned_loss=0.05394, over 2473601.09 frames. utt_duration=509.3 frames, utt_pad_proportion=0.0662, over 19483.32 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 19:42:16,701 INFO [train.py:927] (7/8) Epoch 17, batch 20700, giga_loss[loss=0.2189, simple_loss=0.3167, pruned_loss=0.06051, over 12432.00 frames. utt_duration=712 frames, utt_pad_proportion=0.02328, over 70.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05685, over 2474093.49 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06655, over 18368.89 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06246, over 2469563.57 frames. utt_duration=1205 frames, utt_pad_proportion=0.07027, over 8206.62 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.287, pruned_loss=0.05552, over 2474203.72 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06516, over 19508.54 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 19:43:58,474 INFO [train.py:927] (7/8) Epoch 17, batch 20750, giga_loss[loss=0.2044, simple_loss=0.2949, pruned_loss=0.05697, over 12392.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2907, pruned_loss=0.05678, over 2473753.09 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06344, over 17883.29 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2905, pruned_loss=0.06229, over 2469286.46 frames. utt_duration=1204 frames, utt_pad_proportion=0.07174, over 8213.78 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2892, pruned_loss=0.05562, over 2474280.10 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06184, over 19214.12 utterances.], batch size: 146, lr: 2.32e-04
2022-08-31 19:45:42,019 INFO [train.py:927] (7/8) Epoch 17, batch 20800, giga_loss[loss=0.2098, simple_loss=0.3029, pruned_loss=0.05833, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04498, over 31.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2919, pruned_loss=0.05619, over 2474042.77 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06302, over 17767.89 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2906, pruned_loss=0.06236, over 2469188.76 frames. utt_duration=1206 frames, utt_pad_proportion=0.0712, over 8199.67 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2907, pruned_loss=0.05517, over 2474583.54 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18914.97 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 19:47:27,756 INFO [train.py:927] (7/8) Epoch 17, batch 20850, giga_loss[loss=0.2257, simple_loss=0.303, pruned_loss=0.07415, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2928, pruned_loss=0.05633, over 2474002.96 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05733, over 17073.79 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2909, pruned_loss=0.06241, over 2469341.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.06981, over 8178.91 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2916, pruned_loss=0.05533, over 2474404.15 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05724, over 18216.90 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:49:10,041 INFO [train.py:927] (7/8) Epoch 17, batch 20900, giga_loss[loss=0.2329, simple_loss=0.3223, pruned_loss=0.07175, over 12409.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02766, over 62.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05883, over 2473346.31 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06133, over 16916.13 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2909, pruned_loss=0.06246, over 2468827.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.06887, over 8181.25 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05781, over 2474280.53 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06124, over 18111.83 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 19:50:51,987 INFO [train.py:927] (7/8) Epoch 17, batch 20950, giga_loss[loss=0.2212, simple_loss=0.3082, pruned_loss=0.06713, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05991, over 2473434.70 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06861, over 17151.59 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2908, pruned_loss=0.06255, over 2468840.59 frames. utt_duration=1200 frames, utt_pad_proportion=0.07194, over 8238.12 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2932, pruned_loss=0.0589, over 2474314.78 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06661, over 18326.27 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:52:32,981 INFO [train.py:927] (7/8) Epoch 17, batch 21000, giga_loss[loss=0.1991, simple_loss=0.2945, pruned_loss=0.05182, over 12415.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03725, over 113.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2933, pruned_loss=0.06001, over 2473356.56 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0729, over 17823.90 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2902, pruned_loss=0.06226, over 2468751.11 frames. utt_duration=1193 frames, utt_pad_proportion=0.0749, over 8288.37 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2934, pruned_loss=0.05936, over 2474305.62 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06986, over 18998.37 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 19:52:32,982 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 19:52:46,235 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1762, simple_loss=0.2839, pruned_loss=0.03425, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 19:54:29,295 INFO [train.py:927] (7/8) Epoch 17, batch 21050, giga_loss[loss=0.183, simple_loss=0.2625, pruned_loss=0.05173, over 12257.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2919, pruned_loss=0.05918, over 2472545.32 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06838, over 17652.95 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2902, pruned_loss=0.06223, over 2468870.96 frames. utt_duration=1195 frames, utt_pad_proportion=0.07404, over 8275.09 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.292, pruned_loss=0.05867, over 2473235.74 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0665, over 18714.07 utterances.], batch size: 54, lr: 2.32e-04
2022-08-31 19:56:11,668 INFO [train.py:927] (7/8) Epoch 17, batch 21100, giga_loss[loss=0.1828, simple_loss=0.2672, pruned_loss=0.04923, over 12470.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02966, over 55.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2885, pruned_loss=0.05771, over 2472829.46 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06889, over 17878.66 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2904, pruned_loss=0.06206, over 2468772.26 frames. utt_duration=1197 frames, utt_pad_proportion=0.073, over 8257.14 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2884, pruned_loss=0.05729, over 2473622.06 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06774, over 19117.08 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 19:58:01,793 INFO [train.py:927] (7/8) Epoch 17, batch 21150, giga_loss[loss=0.1725, simple_loss=0.2642, pruned_loss=0.04045, over 12454.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2846, pruned_loss=0.05609, over 2473333.58 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06792, over 18278.28 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2904, pruned_loss=0.06207, over 2468723.24 frames. utt_duration=1197 frames, utt_pad_proportion=0.07254, over 8258.39 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2846, pruned_loss=0.05568, over 2474053.59 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06721, over 19380.19 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:59:43,916 INFO [train.py:927] (7/8) Epoch 17, batch 21200, giga_loss[loss=0.1725, simple_loss=0.2675, pruned_loss=0.03872, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2843, pruned_loss=0.05576, over 2472595.27 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06273, over 17505.36 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2905, pruned_loss=0.06215, over 2468799.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.07269, over 8280.69 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.284, pruned_loss=0.05532, over 2473127.60 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06232, over 18435.12 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 20:01:25,958 INFO [train.py:927] (7/8) Epoch 17, batch 21250, giga_loss[loss=0.2071, simple_loss=0.2934, pruned_loss=0.0604, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2821, pruned_loss=0.05526, over 2472759.08 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06166, over 16888.11 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2907, pruned_loss=0.06224, over 2468919.08 frames. utt_duration=1188 frames, utt_pad_proportion=0.07336, over 8325.13 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2817, pruned_loss=0.05475, over 2473113.04 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06104, over 17705.17 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 20:03:05,732 INFO [train.py:927] (7/8) Epoch 17, batch 21300, giga_loss[loss=0.1872, simple_loss=0.2732, pruned_loss=0.05061, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04225, over 146.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2783, pruned_loss=0.0537, over 2472626.32 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05699, over 16541.16 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2905, pruned_loss=0.0622, over 2468864.19 frames. utt_duration=1190 frames, utt_pad_proportion=0.07283, over 8306.92 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.278, pruned_loss=0.05326, over 2472988.31 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05686, over 17280.82 utterances.], batch size: 146, lr: 2.32e-04
2022-08-31 20:04:44,082 INFO [train.py:927] (7/8) Epoch 17, batch 21350, giga_loss[loss=0.1843, simple_loss=0.2606, pruned_loss=0.05397, over 12452.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03576, over 43.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2768, pruned_loss=0.05357, over 2473416.59 frames. utt_duration=581.9 frames, utt_pad_proportion=0.055, over 17046.24 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2902, pruned_loss=0.06204, over 2469056.81 frames. utt_duration=1196 frames, utt_pad_proportion=0.07154, over 8267.57 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2765, pruned_loss=0.05318, over 2473607.32 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05536, over 17849.81 utterances.], batch size: 43, lr: 2.32e-04
2022-08-31 20:06:25,873 INFO [train.py:927] (7/8) Epoch 17, batch 21400, libri_loss[loss=0.1959, simple_loss=0.2746, pruned_loss=0.05865, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006664, over 33.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2737, pruned_loss=0.05248, over 2471699.16 frames. utt_duration=618.1 frames, utt_pad_proportion=0.05417, over 16034.42 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2903, pruned_loss=0.06209, over 2468675.27 frames. utt_duration=1200 frames, utt_pad_proportion=0.07034, over 8235.86 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2728, pruned_loss=0.05177, over 2472340.62 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05486, over 17029.08 utterances.], batch size: 33, lr: 2.32e-04
2022-08-31 20:08:06,914 INFO [train.py:927] (7/8) Epoch 17, batch 21450, giga_loss[loss=0.1523, simple_loss=0.2323, pruned_loss=0.03614, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03821, over 28.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2719, pruned_loss=0.05213, over 2471633.17 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05443, over 16279.39 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2901, pruned_loss=0.06201, over 2468455.76 frames. utt_duration=1203 frames, utt_pad_proportion=0.06983, over 8220.52 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2713, pruned_loss=0.05156, over 2472376.35 frames. utt_duration=578 frames, utt_pad_proportion=0.05514, over 17154.27 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:09:50,252 INFO [train.py:927] (7/8) Epoch 17, batch 21500, giga_loss[loss=0.1747, simple_loss=0.2594, pruned_loss=0.04501, over 12440.00 frames. utt_duration=859.3 frames, utt_pad_proportion=0.02578, over 58.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2731, pruned_loss=0.05299, over 2472218.81 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05167, over 15652.80 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2901, pruned_loss=0.06211, over 2468496.74 frames. utt_duration=1206 frames, utt_pad_proportion=0.06835, over 8194.21 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2722, pruned_loss=0.05219, over 2472896.50 frames. utt_duration=598 frames, utt_pad_proportion=0.05285, over 16582.29 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 20:11:33,242 INFO [train.py:927] (7/8) Epoch 17, batch 21550, giga_loss[loss=0.1748, simple_loss=0.2617, pruned_loss=0.04397, over 12422.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03481, over 37.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2774, pruned_loss=0.05505, over 2472033.67 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05003, over 15631.34 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2899, pruned_loss=0.06212, over 2468206.64 frames. utt_duration=1208 frames, utt_pad_proportion=0.06761, over 8185.72 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2764, pruned_loss=0.05421, over 2472920.58 frames. utt_duration=599.3 frames, utt_pad_proportion=0.0512, over 16545.40 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:13:15,133 INFO [train.py:927] (7/8) Epoch 17, batch 21600, giga_loss[loss=0.2141, simple_loss=0.3173, pruned_loss=0.05542, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0429, over 31.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2824, pruned_loss=0.05688, over 2471784.95 frames. utt_duration=622.4 frames, utt_pad_proportion=0.04926, over 15923.97 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2892, pruned_loss=0.06186, over 2467815.26 frames. utt_duration=1214 frames, utt_pad_proportion=0.06671, over 8144.30 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2821, pruned_loss=0.05636, over 2472927.61 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05049, over 16833.55 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:14:57,564 INFO [train.py:927] (7/8) Epoch 17, batch 21650, giga_loss[loss=0.2686, simple_loss=0.3481, pruned_loss=0.09455, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2884, pruned_loss=0.05927, over 2472451.06 frames. utt_duration=615.8 frames, utt_pad_proportion=0.04793, over 16099.72 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2894, pruned_loss=0.06194, over 2468080.69 frames. utt_duration=1209 frames, utt_pad_proportion=0.06686, over 8175.10 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.288, pruned_loss=0.05871, over 2473206.20 frames. utt_duration=585.8 frames, utt_pad_proportion=0.04875, over 16930.71 utterances.], batch size: 161, lr: 2.32e-04
2022-08-31 20:16:37,870 INFO [train.py:927] (7/8) Epoch 17, batch 21700, giga_loss[loss=0.2314, simple_loss=0.3084, pruned_loss=0.07718, over 12453.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0408, over 31.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2891, pruned_loss=0.05882, over 2472710.65 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05876, over 17222.88 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2895, pruned_loss=0.06225, over 2467848.16 frames. utt_duration=1204 frames, utt_pad_proportion=0.07008, over 8209.52 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2887, pruned_loss=0.05802, over 2473677.16 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05761, over 18144.78 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:18:20,980 INFO [train.py:927] (7/8) Epoch 17, batch 21750, giga_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04904, over 12469.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2884, pruned_loss=0.05733, over 2473008.82 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06129, over 16824.80 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2897, pruned_loss=0.06235, over 2467825.85 frames. utt_duration=1205 frames, utt_pad_proportion=0.06954, over 8203.45 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2879, pruned_loss=0.05659, over 2473825.63 frames. utt_duration=562.8 frames, utt_pad_proportion=0.0604, over 17627.71 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 20:20:02,844 INFO [train.py:927] (7/8) Epoch 17, batch 21800, giga_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06339, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2908, pruned_loss=0.05859, over 2473109.07 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06089, over 17052.28 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06229, over 2467998.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.06811, over 8173.57 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2903, pruned_loss=0.05791, over 2473789.10 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0607, over 17985.98 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 20:21:44,567 INFO [train.py:927] (7/8) Epoch 17, batch 21850, giga_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05698, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06102, over 182.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2927, pruned_loss=0.05988, over 2472920.52 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06793, over 18187.50 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2897, pruned_loss=0.06225, over 2467620.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.06733, over 8154.08 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2924, pruned_loss=0.05933, over 2473865.52 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06778, over 19069.56 utterances.], batch size: 182, lr: 2.32e-04
2022-08-31 20:23:28,991 INFO [train.py:927] (7/8) Epoch 17, batch 21900, giga_loss[loss=0.2279, simple_loss=0.3033, pruned_loss=0.07628, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06173, over 2473000.55 frames. utt_duration=525.3 frames, utt_pad_proportion=0.07194, over 18885.11 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2896, pruned_loss=0.06218, over 2467993.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.07002, over 8202.77 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06128, over 2473633.76 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07068, over 19956.37 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 20:25:11,067 INFO [train.py:927] (7/8) Epoch 17, batch 21950, giga_loss[loss=0.2193, simple_loss=0.3105, pruned_loss=0.06401, over 12366.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03595, over 122.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06187, over 2472186.67 frames. utt_duration=566.8 frames, utt_pad_proportion=0.0687, over 17491.35 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2895, pruned_loss=0.06211, over 2467796.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.0693, over 8174.88 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2952, pruned_loss=0.06157, over 2472921.22 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06809, over 18494.80 utterances.], batch size: 122, lr: 2.32e-04
2022-08-31 20:26:53,597 INFO [train.py:927] (7/8) Epoch 17, batch 22000, giga_loss[loss=0.1834, simple_loss=0.2738, pruned_loss=0.04649, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02848, over 74.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2963, pruned_loss=0.06198, over 2471539.04 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06331, over 16940.87 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2892, pruned_loss=0.06212, over 2467651.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.06862, over 8142.42 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2967, pruned_loss=0.06173, over 2472285.31 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06332, over 17877.42 utterances.], batch size: 74, lr: 2.32e-04
2022-08-31 20:28:36,893 INFO [train.py:927] (7/8) Epoch 17, batch 22050, libri_loss[loss=0.1765, simple_loss=0.261, pruned_loss=0.04604, over 12121.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006246, over 32.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.0614, over 2471267.90 frames. utt_duration=615 frames, utt_pad_proportion=0.05916, over 16113.64 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.289, pruned_loss=0.06204, over 2467292.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.06798, over 8116.44 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2955, pruned_loss=0.06128, over 2472271.16 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05961, over 16998.23 utterances.], batch size: 32, lr: 2.32e-04
2022-08-31 20:30:17,646 INFO [train.py:927] (7/8) Epoch 17, batch 22100, giga_loss[loss=0.2073, simple_loss=0.2857, pruned_loss=0.06445, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0265, over 28.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2945, pruned_loss=0.06205, over 2471318.92 frames. utt_duration=622 frames, utt_pad_proportion=0.05964, over 15931.95 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.289, pruned_loss=0.06211, over 2467010.62 frames. utt_duration=1217 frames, utt_pad_proportion=0.06776, over 8118.85 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2951, pruned_loss=0.06189, over 2472441.20 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06005, over 16775.01 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:31:59,628 INFO [train.py:927] (7/8) Epoch 17, batch 22150, giga_loss[loss=0.2192, simple_loss=0.3136, pruned_loss=0.06242, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02876, over 55.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2952, pruned_loss=0.06227, over 2471597.33 frames. utt_duration=626.7 frames, utt_pad_proportion=0.06195, over 15812.26 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06214, over 2467113.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.06748, over 8117.26 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2956, pruned_loss=0.06211, over 2472401.91 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06229, over 16506.90 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 20:33:41,144 INFO [train.py:927] (7/8) Epoch 17, batch 22200, libri_loss[loss=0.2618, simple_loss=0.344, pruned_loss=0.08976, over 12355.00 frames. utt_duration=427.6 frames, utt_pad_proportion=0.3299, over 116.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.0626, over 2471652.91 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06666, over 16060.51 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2896, pruned_loss=0.06241, over 2467219.19 frames. utt_duration=1208 frames, utt_pad_proportion=0.07043, over 8181.00 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2959, pruned_loss=0.06224, over 2472274.85 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06521, over 16688.78 utterances.], batch size: 116, lr: 2.32e-04
2022-08-31 20:35:31,342 INFO [train.py:927] (7/8) Epoch 17, batch 22250, giga_loss[loss=0.2305, simple_loss=0.3136, pruned_loss=0.07374, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03395, over 39.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2955, pruned_loss=0.0625, over 2470564.48 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06312, over 15854.32 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2893, pruned_loss=0.06218, over 2466914.80 frames. utt_duration=1211 frames, utt_pad_proportion=0.06966, over 8157.40 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06243, over 2471399.70 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06239, over 16479.60 utterances.], batch size: 39, lr: 2.32e-04
2022-08-31 20:37:13,834 INFO [train.py:927] (7/8) Epoch 17, batch 22300, giga_loss[loss=0.2119, simple_loss=0.2948, pruned_loss=0.0645, over 12350.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03533, over 104.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2928, pruned_loss=0.06143, over 2471277.18 frames. utt_duration=622 frames, utt_pad_proportion=0.06493, over 15929.78 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2895, pruned_loss=0.06226, over 2467195.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.06842, over 8142.53 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.293, pruned_loss=0.06129, over 2471764.88 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06482, over 16621.67 utterances.], batch size: 104, lr: 2.32e-04
2022-08-31 20:38:56,514 INFO [train.py:927] (7/8) Epoch 17, batch 22350, giga_loss[loss=0.1857, simple_loss=0.2773, pruned_loss=0.04704, over 12406.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03565, over 113.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2913, pruned_loss=0.06087, over 2471556.79 frames. utt_duration=587.3 frames, utt_pad_proportion=0.07102, over 16876.22 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2893, pruned_loss=0.06215, over 2467070.03 frames. utt_duration=1218 frames, utt_pad_proportion=0.06774, over 8112.53 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2917, pruned_loss=0.06084, over 2472106.15 frames. utt_duration=564.5 frames, utt_pad_proportion=0.071, over 17563.43 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 20:40:36,877 INFO [train.py:927] (7/8) Epoch 17, batch 22400, giga_loss[loss=0.2056, simple_loss=0.2882, pruned_loss=0.06146, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2872, pruned_loss=0.05894, over 2472062.47 frames. utt_duration=632.7 frames, utt_pad_proportion=0.06497, over 15665.01 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2895, pruned_loss=0.06222, over 2467141.92 frames. utt_duration=1221 frames, utt_pad_proportion=0.06674, over 8094.80 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2873, pruned_loss=0.0588, over 2472555.57 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06565, over 16417.67 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 20:42:16,074 INFO [train.py:927] (7/8) Epoch 17, batch 22450, giga_loss[loss=0.1922, simple_loss=0.2761, pruned_loss=0.05411, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04299, over 31.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2844, pruned_loss=0.05762, over 2471966.99 frames. utt_duration=627 frames, utt_pad_proportion=0.06083, over 15808.23 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2893, pruned_loss=0.06215, over 2466775.92 frames. utt_duration=1221 frames, utt_pad_proportion=0.06639, over 8089.35 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2846, pruned_loss=0.05749, over 2472802.27 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06167, over 16585.06 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:43:55,859 INFO [train.py:927] (7/8) Epoch 17, batch 22500, giga_loss[loss=0.2233, simple_loss=0.304, pruned_loss=0.07135, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2843, pruned_loss=0.05746, over 2472362.47 frames. utt_duration=595 frames, utt_pad_proportion=0.06643, over 16662.96 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2892, pruned_loss=0.06206, over 2466777.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06515, over 8057.42 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2844, pruned_loss=0.05734, over 2473154.15 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06732, over 17489.84 utterances.], batch size: 366, lr: 2.32e-04
2022-08-31 20:45:38,070 INFO [train.py:927] (7/8) Epoch 17, batch 22550, giga_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05315, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2864, pruned_loss=0.05814, over 2473546.16 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06704, over 17512.44 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2893, pruned_loss=0.06222, over 2467323.56 frames. utt_duration=1219 frames, utt_pad_proportion=0.06838, over 8109.43 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2863, pruned_loss=0.05783, over 2473840.64 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06657, over 18320.69 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:47:18,358 INFO [train.py:927] (7/8) Epoch 17, batch 22600, giga_loss[loss=0.2075, simple_loss=0.2906, pruned_loss=0.06215, over 12344.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1941, over 364.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.05708, over 2474300.18 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06473, over 18026.87 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.062, over 2467385.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06748, over 8068.54 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2865, pruned_loss=0.05695, over 2474611.51 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06477, over 18878.74 utterances.], batch size: 364, lr: 2.32e-04
2022-08-31 20:48:59,432 INFO [train.py:927] (7/8) Epoch 17, batch 22650, giga_loss[loss=0.204, simple_loss=0.2894, pruned_loss=0.05932, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03235, over 97.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2849, pruned_loss=0.05632, over 2474315.44 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06248, over 18227.73 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2882, pruned_loss=0.06171, over 2466967.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06682, over 8037.66 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2857, pruned_loss=0.05641, over 2475030.76 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06283, over 19064.00 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:50:41,378 INFO [train.py:927] (7/8) Epoch 17, batch 22700, giga_loss[loss=0.1885, simple_loss=0.2877, pruned_loss=0.04462, over 12320.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02963, over 66.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2846, pruned_loss=0.05624, over 2473245.10 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06497, over 18023.62 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2877, pruned_loss=0.06152, over 2466808.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06543, over 7987.09 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2856, pruned_loss=0.05634, over 2474116.39 frames. utt_duration=522 frames, utt_pad_proportion=0.06564, over 19012.67 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 20:52:22,933 INFO [train.py:927] (7/8) Epoch 17, batch 22750, giga_loss[loss=0.1987, simple_loss=0.2954, pruned_loss=0.051, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02832, over 70.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2862, pruned_loss=0.05664, over 2473011.31 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06723, over 18138.66 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2874, pruned_loss=0.06145, over 2466996.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06495, over 7976.23 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2872, pruned_loss=0.05675, over 2473582.84 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06787, over 19023.84 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 20:54:04,893 INFO [train.py:927] (7/8) Epoch 17, batch 22800, giga_loss[loss=0.1732, simple_loss=0.2765, pruned_loss=0.03499, over 12368.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2869, pruned_loss=0.05645, over 2473054.74 frames. utt_duration=572 frames, utt_pad_proportion=0.06487, over 17340.63 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2869, pruned_loss=0.0612, over 2466789.32 frames. utt_duration=1242 frames, utt_pad_proportion=0.06393, over 7953.99 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2882, pruned_loss=0.05657, over 2473937.33 frames. utt_duration=538.2 frames, utt_pad_proportion=0.0659, over 18438.37 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 20:55:47,969 INFO [train.py:927] (7/8) Epoch 17, batch 22850, libri_loss[loss=0.1679, simple_loss=0.2426, pruned_loss=0.04659, over 12463.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009469, over 29.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2881, pruned_loss=0.0569, over 2473301.04 frames. utt_duration=574.8 frames, utt_pad_proportion=0.0622, over 17256.67 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2866, pruned_loss=0.06107, over 2466872.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.0637, over 7947.82 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2895, pruned_loss=0.05704, over 2474069.79 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06326, over 18366.35 utterances.], batch size: 29, lr: 2.32e-04
2022-08-31 20:57:25,538 INFO [train.py:927] (7/8) Epoch 17, batch 22900, libri_loss[loss=0.1921, simple_loss=0.2854, pruned_loss=0.04934, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006045, over 34.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2868, pruned_loss=0.05664, over 2474396.34 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06057, over 17173.49 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2867, pruned_loss=0.06114, over 2466920.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06714, over 8013.69 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2878, pruned_loss=0.05661, over 2475129.94 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06025, over 18211.69 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 20:59:04,026 INFO [train.py:927] (7/8) Epoch 17, batch 22950, giga_loss[loss=0.2071, simple_loss=0.2959, pruned_loss=0.05921, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02729, over 45.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05606, over 2474780.97 frames. utt_duration=559 frames, utt_pad_proportion=0.05985, over 17756.64 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2871, pruned_loss=0.06123, over 2467100.66 frames. utt_duration=1234 frames, utt_pad_proportion=0.06611, over 8006.41 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2871, pruned_loss=0.05588, over 2475359.17 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05999, over 18751.95 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 21:00:44,700 INFO [train.py:927] (7/8) Epoch 17, batch 23000, libri_loss[loss=0.2333, simple_loss=0.3141, pruned_loss=0.07629, over 12346.00 frames. utt_duration=750 frames, utt_pad_proportion=0.1439, over 66.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2884, pruned_loss=0.05638, over 2475395.12 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05962, over 17789.28 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06153, over 2467135.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.0665, over 8058.10 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2883, pruned_loss=0.05574, over 2476144.79 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05942, over 18917.54 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 21:02:24,984 INFO [train.py:927] (7/8) Epoch 17, batch 23050, giga_loss[loss=0.1898, simple_loss=0.2784, pruned_loss=0.05057, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0335, over 51.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2869, pruned_loss=0.05603, over 2474697.92 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05734, over 17400.08 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06158, over 2467102.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.06869, over 8109.60 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2868, pruned_loss=0.0553, over 2475607.81 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05644, over 18616.27 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 21:04:05,703 INFO [train.py:927] (7/8) Epoch 17, batch 23100, giga_loss[loss=0.1943, simple_loss=0.2819, pruned_loss=0.05335, over 12465.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02995, over 55.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2845, pruned_loss=0.05583, over 2474140.56 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05876, over 17607.54 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06152, over 2466886.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.06825, over 8108.24 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2844, pruned_loss=0.05517, over 2475213.98 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05798, over 18775.68 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 21:05:47,131 INFO [train.py:927] (7/8) Epoch 17, batch 23150, giga_loss[loss=0.1958, simple_loss=0.2886, pruned_loss=0.05153, over 12458.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03405, over 98.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2824, pruned_loss=0.05555, over 2473775.15 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05722, over 17299.75 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2878, pruned_loss=0.06167, over 2466742.98 frames. utt_duration=1220 frames, utt_pad_proportion=0.06719, over 8095.21 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2821, pruned_loss=0.05478, over 2474864.54 frames. utt_duration=539.6 frames, utt_pad_proportion=0.057, over 18397.43 utterances.], batch size: 98, lr: 2.32e-04
2022-08-31 21:07:29,295 INFO [train.py:927] (7/8) Epoch 17, batch 23200, giga_loss[loss=0.1991, simple_loss=0.2808, pruned_loss=0.05872, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03843, over 123.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2795, pruned_loss=0.0543, over 2474031.91 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05623, over 17492.57 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2879, pruned_loss=0.06164, over 2466577.55 frames. utt_duration=1223 frames, utt_pad_proportion=0.06616, over 8075.46 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2791, pruned_loss=0.05361, over 2475164.26 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05642, over 18539.62 utterances.], batch size: 123, lr: 2.32e-04
2022-08-31 21:09:09,834 INFO [train.py:927] (7/8) Epoch 17, batch 23250, giga_loss[loss=0.2117, simple_loss=0.2983, pruned_loss=0.06257, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06878, over 212.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2787, pruned_loss=0.05409, over 2474574.31 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05598, over 17804.42 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2882, pruned_loss=0.06174, over 2466877.99 frames. utt_duration=1222 frames, utt_pad_proportion=0.06553, over 8082.33 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2778, pruned_loss=0.05322, over 2475486.61 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05626, over 18946.62 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 21:10:53,676 INFO [train.py:927] (7/8) Epoch 17, batch 23300, giga_loss[loss=0.1872, simple_loss=0.2818, pruned_loss=0.04633, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2795, pruned_loss=0.05415, over 2474678.10 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05214, over 17109.36 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2882, pruned_loss=0.0617, over 2466974.01 frames. utt_duration=1225 frames, utt_pad_proportion=0.06476, over 8067.19 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2787, pruned_loss=0.0534, over 2475419.84 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05283, over 18144.12 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 21:12:34,946 INFO [train.py:927] (7/8) Epoch 17, batch 23350, giga_loss[loss=0.1847, simple_loss=0.2778, pruned_loss=0.04578, over 12347.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05448, over 34.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.282, pruned_loss=0.05513, over 2474108.10 frames. utt_duration=574 frames, utt_pad_proportion=0.05606, over 17286.92 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.288, pruned_loss=0.06168, over 2467160.48 frames. utt_duration=1222 frames, utt_pad_proportion=0.06441, over 8083.06 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2812, pruned_loss=0.05433, over 2474816.93 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05642, over 18391.70 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 21:14:18,163 INFO [train.py:927] (7/8) Epoch 17, batch 23400, giga_loss[loss=0.182, simple_loss=0.2725, pruned_loss=0.04576, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2839, pruned_loss=0.05604, over 2474253.88 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05222, over 16740.07 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06147, over 2467046.10 frames. utt_duration=1228 frames, utt_pad_proportion=0.06327, over 8043.37 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2836, pruned_loss=0.05545, over 2475066.30 frames. utt_duration=556 frames, utt_pad_proportion=0.05311, over 17852.97 utterances.], batch size: 26, lr: 2.31e-04
2022-08-31 21:16:07,632 INFO [train.py:927] (7/8) Epoch 17, batch 23450, giga_loss[loss=0.2644, simple_loss=0.3364, pruned_loss=0.0962, over 12391.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05944, over 182.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2893, pruned_loss=0.05926, over 2473612.06 frames. utt_duration=567.6 frames, utt_pad_proportion=0.0596, over 17477.30 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2877, pruned_loss=0.06163, over 2466695.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.06198, over 8013.45 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05855, over 2474738.87 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06026, over 18629.93 utterances.], batch size: 182, lr: 2.31e-04
2022-08-31 21:17:51,757 INFO [train.py:927] (7/8) Epoch 17, batch 23500, giga_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08685, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2957, pruned_loss=0.06326, over 2474623.02 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05827, over 17999.75 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2875, pruned_loss=0.06149, over 2466660.48 frames. utt_duration=1236 frames, utt_pad_proportion=0.06105, over 7990.29 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2957, pruned_loss=0.06282, over 2475683.87 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05919, over 19116.16 utterances.], batch size: 161, lr: 2.31e-04
2022-08-31 21:19:39,029 INFO [train.py:927] (7/8) Epoch 17, batch 23550, libri_loss[loss=0.202, simple_loss=0.2747, pruned_loss=0.06465, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006496, over 31.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3032, pruned_loss=0.06851, over 2474676.68 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06068, over 18821.36 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2875, pruned_loss=0.0614, over 2466594.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06038, over 7975.50 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3034, pruned_loss=0.06833, over 2475697.78 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06153, over 19868.38 utterances.], batch size: 31, lr: 2.31e-04
2022-08-31 21:21:25,421 INFO [train.py:927] (7/8) Epoch 17, batch 23600, giga_loss[loss=0.1887, simple_loss=0.2822, pruned_loss=0.04762, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3085, pruned_loss=0.07314, over 2474504.54 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06603, over 19905.46 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2881, pruned_loss=0.06177, over 2466846.39 frames. utt_duration=1228 frames, utt_pad_proportion=0.0639, over 8041.95 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3084, pruned_loss=0.0728, over 2475181.82 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06511, over 20831.17 utterances.], batch size: 75, lr: 2.31e-04
2022-08-31 21:23:12,784 INFO [train.py:927] (7/8) Epoch 17, batch 23650, giga_loss[loss=0.2438, simple_loss=0.3284, pruned_loss=0.07963, over 12408.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03845, over 40.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3116, pruned_loss=0.07579, over 2474965.12 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06176, over 19775.24 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2878, pruned_loss=0.06163, over 2466776.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06297, over 8011.37 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3122, pruned_loss=0.07589, over 2475725.46 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06153, over 20758.88 utterances.], batch size: 40, lr: 2.31e-04
2022-08-31 21:24:56,648 INFO [train.py:927] (7/8) Epoch 17, batch 23700, giga_loss[loss=0.2387, simple_loss=0.312, pruned_loss=0.08271, over 12338.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0334, over 85.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3134, pruned_loss=0.07776, over 2475231.67 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06714, over 20466.43 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06153, over 2467249.31 frames. utt_duration=1232 frames, utt_pad_proportion=0.06272, over 8019.02 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3145, pruned_loss=0.07826, over 2475603.17 frames. utt_duration=462 frames, utt_pad_proportion=0.06678, over 21503.85 utterances.], batch size: 85, lr: 2.31e-04
2022-08-31 21:26:43,936 INFO [train.py:927] (7/8) Epoch 17, batch 23750, giga_loss[loss=0.2562, simple_loss=0.3141, pruned_loss=0.09917, over 12333.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 371.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3128, pruned_loss=0.07776, over 2473916.79 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07028, over 20435.55 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2874, pruned_loss=0.06137, over 2466855.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.06209, over 7989.86 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07853, over 2474685.60 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07009, over 21456.37 utterances.], batch size: 371, lr: 2.31e-04
2022-08-31 21:28:30,316 INFO [train.py:927] (7/8) Epoch 17, batch 23800, giga_loss[loss=0.2259, simple_loss=0.3075, pruned_loss=0.07217, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03019, over 48.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3152, pruned_loss=0.07903, over 2473850.25 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07321, over 21317.97 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2876, pruned_loss=0.06141, over 2466883.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06539, over 8050.01 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3166, pruned_loss=0.0799, over 2474550.55 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07198, over 22295.85 utterances.], batch size: 48, lr: 2.31e-04
2022-08-31 21:30:16,379 INFO [train.py:927] (7/8) Epoch 17, batch 23850, giga_loss[loss=0.2389, simple_loss=0.3273, pruned_loss=0.07522, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3155, pruned_loss=0.07871, over 2473888.55 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0785, over 21510.13 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2878, pruned_loss=0.06135, over 2467186.55 frames. utt_duration=1217 frames, utt_pad_proportion=0.06887, over 8119.40 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3171, pruned_loss=0.07983, over 2474358.50 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07619, over 22524.88 utterances.], batch size: 85, lr: 2.31e-04
2022-08-31 21:32:06,677 INFO [train.py:927] (7/8) Epoch 17, batch 23900, giga_loss[loss=0.218, simple_loss=0.2951, pruned_loss=0.07044, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0362, over 105.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3132, pruned_loss=0.0757, over 2473633.35 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07369, over 20566.48 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2881, pruned_loss=0.06137, over 2467143.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.06833, over 8109.23 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3145, pruned_loss=0.07671, over 2474115.22 frames. utt_duration=462 frames, utt_pad_proportion=0.07219, over 21489.30 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 21:33:52,878 INFO [train.py:927] (7/8) Epoch 17, batch 23950, giga_loss[loss=0.2552, simple_loss=0.3327, pruned_loss=0.08889, over 12376.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04553, over 146.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07486, over 2473234.95 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07672, over 20941.84 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2886, pruned_loss=0.06174, over 2466894.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.07121, over 8177.61 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3127, pruned_loss=0.07576, over 2474030.16 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07448, over 22003.47 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 21:35:41,997 INFO [train.py:927] (7/8) Epoch 17, batch 24000, giga_loss[loss=0.2552, simple_loss=0.3341, pruned_loss=0.08816, over 12413.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05697, over 182.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3115, pruned_loss=0.0752, over 2473493.02 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07763, over 21284.90 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2884, pruned_loss=0.06165, over 2466928.72 frames. utt_duration=1210 frames, utt_pad_proportion=0.07048, over 8163.05 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07622, over 2474195.58 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07609, over 22356.39 utterances.], batch size: 182, lr: 2.31e-04
2022-08-31 21:35:41,999 INFO [train.py:958] (7/8) Computing validation loss
2022-08-31 21:35:55,141 INFO [train.py:967] (7/8) Epoch 17, validation: loss=0.1713, simple_loss=0.2835, pruned_loss=0.02953, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 21:37:44,761 INFO [train.py:927] (7/8) Epoch 17, batch 24050, giga_loss[loss=0.229, simple_loss=0.32, pruned_loss=0.06905, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3104, pruned_loss=0.07272, over 2474456.93 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07054, over 20352.03 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.288, pruned_loss=0.06143, over 2467145.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.06927, over 8129.43 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3125, pruned_loss=0.07399, over 2474979.08 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07005, over 21511.77 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 21:39:26,925 INFO [train.py:927] (7/8) Epoch 17, batch 24100, giga_loss[loss=0.2549, simple_loss=0.3349, pruned_loss=0.08751, over 12382.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3106, pruned_loss=0.07176, over 2474397.67 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07285, over 20521.51 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.06149, over 2467348.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06778, over 8115.08 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3128, pruned_loss=0.07307, over 2474863.35 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07285, over 21867.05 utterances.], batch size: 122, lr: 2.31e-04
2022-08-31 21:41:10,022 INFO [train.py:927] (7/8) Epoch 17, batch 24150, libri_loss[loss=0.1916, simple_loss=0.267, pruned_loss=0.05809, over 12406.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007534, over 30.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3098, pruned_loss=0.07165, over 2474410.39 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0729, over 20780.76 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.0612, over 2467373.81 frames. utt_duration=1223 frames, utt_pad_proportion=0.06684, over 8078.04 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3124, pruned_loss=0.07313, over 2474866.37 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07323, over 22107.43 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 21:42:58,193 INFO [train.py:927] (7/8) Epoch 17, batch 24200, giga_loss[loss=0.238, simple_loss=0.3088, pruned_loss=0.08358, over 12431.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03139, over 55.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3079, pruned_loss=0.07169, over 2474493.96 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07218, over 20922.02 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2876, pruned_loss=0.06106, over 2467353.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.06637, over 8061.29 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3103, pruned_loss=0.07307, over 2474946.00 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07262, over 22091.18 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 21:44:47,048 INFO [train.py:927] (7/8) Epoch 17, batch 24250, giga_loss[loss=0.2137, simple_loss=0.3015, pruned_loss=0.06294, over 12400.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02568, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3073, pruned_loss=0.07094, over 2474728.22 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07177, over 20913.47 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2875, pruned_loss=0.06113, over 2467385.89 frames. utt_duration=1219 frames, utt_pad_proportion=0.06968, over 8103.73 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3097, pruned_loss=0.07222, over 2475204.27 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07119, over 22084.46 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 21:46:34,959 INFO [train.py:927] (7/8) Epoch 17, batch 24300, giga_loss[loss=0.2168, simple_loss=0.2971, pruned_loss=0.06822, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3072, pruned_loss=0.07097, over 2474954.07 frames. utt_duration=473 frames, utt_pad_proportion=0.07047, over 20995.89 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2881, pruned_loss=0.06148, over 2467491.53 frames. utt_duration=1216 frames, utt_pad_proportion=0.06973, over 8124.08 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3089, pruned_loss=0.07181, over 2475321.35 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07008, over 22065.40 utterances.], batch size: 161, lr: 2.31e-04
2022-08-31 21:48:16,511 INFO [train.py:927] (7/8) Epoch 17, batch 24350, giga_loss[loss=0.2096, simple_loss=0.2947, pruned_loss=0.06226, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3061, pruned_loss=0.07036, over 2475206.55 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06686, over 20861.05 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06157, over 2467905.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.06861, over 8109.73 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3075, pruned_loss=0.0711, over 2475258.99 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06706, over 21952.27 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 21:50:01,587 INFO [train.py:927] (7/8) Epoch 17, batch 24400, libri_loss[loss=0.1973, simple_loss=0.2819, pruned_loss=0.05633, over 12344.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01635, over 41.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.07135, over 2474346.48 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07491, over 21484.52 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2881, pruned_loss=0.06143, over 2467889.43 frames. utt_duration=1220 frames, utt_pad_proportion=0.06803, over 8101.65 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3068, pruned_loss=0.07225, over 2474519.61 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07497, over 22613.90 utterances.], batch size: 41, lr: 2.31e-04
2022-08-31 21:51:45,976 INFO [train.py:927] (7/8) Epoch 17, batch 24450, giga_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06746, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02829, over 48.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3041, pruned_loss=0.07118, over 2474505.04 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07394, over 21140.75 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06193, over 2468125.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.07521, over 8261.71 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3055, pruned_loss=0.07177, over 2474649.23 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07186, over 22318.81 utterances.], batch size: 48, lr: 2.31e-04
2022-08-31 21:53:27,809 INFO [train.py:927] (7/8) Epoch 17, batch 24500, giga_loss[loss=0.2445, simple_loss=0.3198, pruned_loss=0.08463, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07685, over 213.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3043, pruned_loss=0.07154, over 2474477.70 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07974, over 21912.05 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2883, pruned_loss=0.06172, over 2468105.30 frames. utt_duration=1196 frames, utt_pad_proportion=0.07458, over 8268.14 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07244, over 2474776.77 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07803, over 23191.72 utterances.], batch size: 213, lr: 2.31e-04
2022-08-31 21:55:10,240 INFO [train.py:927] (7/8) Epoch 17, batch 24550, giga_loss[loss=0.2542, simple_loss=0.3254, pruned_loss=0.09153, over 12398.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07767, over 213.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07109, over 2474118.10 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07711, over 21616.01 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2885, pruned_loss=0.06169, over 2467957.55 frames. utt_duration=1194 frames, utt_pad_proportion=0.0745, over 8276.24 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07194, over 2474566.72 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07589, over 22796.78 utterances.], batch size: 213, lr: 2.31e-04
2022-08-31 21:56:55,713 INFO [train.py:927] (7/8) Epoch 17, batch 24600, giga_loss[loss=0.2438, simple_loss=0.3272, pruned_loss=0.08024, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03751, over 113.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3044, pruned_loss=0.07095, over 2473404.11 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07962, over 21633.15 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2878, pruned_loss=0.0613, over 2467450.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07308, over 8215.66 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3066, pruned_loss=0.07222, over 2474373.55 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07899, over 22984.75 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:58:40,307 INFO [train.py:927] (7/8) Epoch 17, batch 24650, giga_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.06934, over 12341.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03239, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3064, pruned_loss=0.07329, over 2474088.81 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08122, over 22117.46 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2878, pruned_loss=0.0613, over 2467496.77 frames. utt_duration=1203 frames, utt_pad_proportion=0.07253, over 8216.17 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07454, over 2474960.79 frames. utt_duration=422.9 frames, utt_pad_proportion=0.08087, over 23486.93 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:00:23,102 INFO [train.py:927] (7/8) Epoch 17, batch 24700, giga_loss[loss=0.2003, simple_loss=0.2905, pruned_loss=0.05505, over 12324.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03399, over 51.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3069, pruned_loss=0.07472, over 2474408.73 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07923, over 21458.74 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2879, pruned_loss=0.06145, over 2467667.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07248, over 8239.99 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.309, pruned_loss=0.07593, over 2475123.28 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07917, over 22896.29 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:02:05,912 INFO [train.py:927] (7/8) Epoch 17, batch 24750, giga_loss[loss=0.2323, simple_loss=0.3109, pruned_loss=0.07686, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04287, over 33.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.305, pruned_loss=0.07319, over 2474288.35 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07635, over 20380.81 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2877, pruned_loss=0.06133, over 2467714.02 frames. utt_duration=1205 frames, utt_pad_proportion=0.07042, over 8202.03 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.07472, over 2475060.27 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07727, over 22046.98 utterances.], batch size: 33, lr: 2.31e-04
2022-08-31 22:03:46,845 INFO [train.py:927] (7/8) Epoch 17, batch 24800, giga_loss[loss=0.26, simple_loss=0.3179, pruned_loss=0.1011, over 12350.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3052, pruned_loss=0.07208, over 2474336.51 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07462, over 20579.39 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2877, pruned_loss=0.06139, over 2467322.13 frames. utt_duration=1206 frames, utt_pad_proportion=0.06968, over 8193.17 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3074, pruned_loss=0.07343, over 2475430.96 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07572, over 22133.94 utterances.], batch size: 362, lr: 2.31e-04
2022-08-31 22:05:31,336 INFO [train.py:927] (7/8) Epoch 17, batch 24850, libri_loss[loss=0.2271, simple_loss=0.3032, pruned_loss=0.07552, over 12259.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.00754, over 37.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3028, pruned_loss=0.07138, over 2473211.64 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07824, over 20591.39 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.287, pruned_loss=0.0611, over 2466744.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.06701, over 8119.52 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3061, pruned_loss=0.07326, over 2474962.17 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0799, over 22569.45 utterances.], batch size: 37, lr: 2.31e-04
2022-08-31 22:07:15,886 INFO [train.py:927] (7/8) Epoch 17, batch 24900, giga_loss[loss=0.2346, simple_loss=0.3246, pruned_loss=0.07233, over 12417.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04225, over 146.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3033, pruned_loss=0.07172, over 2472676.31 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07621, over 20421.70 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2872, pruned_loss=0.06113, over 2466513.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06628, over 8123.07 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3061, pruned_loss=0.07336, over 2474369.78 frames. utt_duration=447.1 frames, utt_pad_proportion=0.078, over 22207.32 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 22:09:02,344 INFO [train.py:927] (7/8) Epoch 17, batch 24950, giga_loss[loss=0.2516, simple_loss=0.3269, pruned_loss=0.08815, over 12353.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03364, over 104.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3075, pruned_loss=0.07262, over 2473720.32 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07547, over 21236.31 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06097, over 2466816.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.06567, over 8089.39 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3103, pruned_loss=0.0742, over 2474881.98 frames. utt_duration=435 frames, utt_pad_proportion=0.07711, over 22835.67 utterances.], batch size: 104, lr: 2.31e-04
2022-08-31 22:10:47,025 INFO [train.py:927] (7/8) Epoch 17, batch 25000, giga_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05521, over 12418.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02705, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3094, pruned_loss=0.07367, over 2473454.97 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07474, over 20655.49 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06106, over 2467128.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.06969, over 8179.16 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07519, over 2474299.77 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07506, over 22205.31 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:12:33,026 INFO [train.py:927] (7/8) Epoch 17, batch 25050, giga_loss[loss=0.2193, simple_loss=0.3009, pruned_loss=0.06886, over 12469.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.02984, over 40.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3088, pruned_loss=0.07408, over 2473205.99 frames. utt_duration=477.3 frames, utt_pad_proportion=0.08151, over 20789.74 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2866, pruned_loss=0.06077, over 2467008.24 frames. utt_duration=1208 frames, utt_pad_proportion=0.06885, over 8177.50 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3122, pruned_loss=0.07614, over 2474240.20 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08175, over 22582.03 utterances.], batch size: 40, lr: 2.31e-04
2022-08-31 22:14:19,201 INFO [train.py:927] (7/8) Epoch 17, batch 25100, giga_loss[loss=0.2254, simple_loss=0.3084, pruned_loss=0.07114, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02716, over 66.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.07342, over 2473733.55 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07917, over 20475.33 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06088, over 2467130.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.06763, over 8149.51 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3104, pruned_loss=0.07548, over 2474675.02 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08017, over 22413.77 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 22:16:03,613 INFO [train.py:927] (7/8) Epoch 17, batch 25150, giga_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07094, over 12417.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3052, pruned_loss=0.07296, over 2473432.78 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07399, over 19791.17 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.06088, over 2466799.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.06916, over 8163.79 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07509, over 2474758.41 frames. utt_duration=456 frames, utt_pad_proportion=0.07493, over 21780.90 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:17:50,874 INFO [train.py:927] (7/8) Epoch 17, batch 25200, giga_loss[loss=0.2147, simple_loss=0.2848, pruned_loss=0.07229, over 12228.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03664, over 28.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3051, pruned_loss=0.07338, over 2473074.60 frames. utt_duration=508.3 frames, utt_pad_proportion=0.0758, over 19516.03 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06076, over 2466541.78 frames. utt_duration=1214 frames, utt_pad_proportion=0.06846, over 8134.45 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07534, over 2474446.29 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07667, over 21269.26 utterances.], batch size: 28, lr: 2.31e-04
2022-08-31 22:19:36,036 INFO [train.py:927] (7/8) Epoch 17, batch 25250, libri_loss[loss=0.2007, simple_loss=0.2894, pruned_loss=0.05604, over 12323.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005842, over 36.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3042, pruned_loss=0.07261, over 2473512.17 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07519, over 19782.63 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2863, pruned_loss=0.06071, over 2466706.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.06767, over 8118.53 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.0744, over 2474541.51 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07623, over 21350.90 utterances.], batch size: 36, lr: 2.31e-04
2022-08-31 22:21:17,596 INFO [train.py:927] (7/8) Epoch 17, batch 25300, giga_loss[loss=0.23, simple_loss=0.3213, pruned_loss=0.06936, over 12352.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03692, over 122.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07335, over 2473567.70 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07673, over 20173.00 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2865, pruned_loss=0.06077, over 2466618.87 frames. utt_duration=1219 frames, utt_pad_proportion=0.06696, over 8101.16 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07493, over 2474601.09 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07776, over 21650.60 utterances.], batch size: 122, lr: 2.31e-04
2022-08-31 22:23:02,539 INFO [train.py:927] (7/8) Epoch 17, batch 25350, giga_loss[loss=0.2304, simple_loss=0.3209, pruned_loss=0.06991, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3064, pruned_loss=0.07309, over 2474159.06 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07015, over 19219.88 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.06083, over 2466529.38 frames. utt_duration=1227 frames, utt_pad_proportion=0.06501, over 8049.89 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3093, pruned_loss=0.07483, over 2475391.15 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07224, over 20959.33 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:24:43,404 INFO [train.py:927] (7/8) Epoch 17, batch 25400, giga_loss[loss=0.2978, simple_loss=0.3608, pruned_loss=0.1174, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3076, pruned_loss=0.07159, over 2473692.28 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06938, over 18854.33 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06101, over 2466518.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06562, over 8092.53 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.31, pruned_loss=0.07302, over 2474823.55 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07098, over 20402.68 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 22:26:27,497 INFO [train.py:927] (7/8) Epoch 17, batch 25450, libri_loss[loss=0.1865, simple_loss=0.2776, pruned_loss=0.04771, over 12396.00 frames. utt_duration=764.4 frames, utt_pad_proportion=0.1293, over 65.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.07255, over 2473443.51 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07033, over 18954.79 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2866, pruned_loss=0.06079, over 2466269.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06476, over 8089.84 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3126, pruned_loss=0.07424, over 2474785.33 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07189, over 20543.52 utterances.], batch size: 65, lr: 2.31e-04
2022-08-31 22:28:11,092 INFO [train.py:927] (7/8) Epoch 17, batch 25500, giga_loss[loss=0.2143, simple_loss=0.3001, pruned_loss=0.06427, over 12353.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02986, over 70.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3107, pruned_loss=0.07328, over 2473564.90 frames. utt_duration=525.3 frames, utt_pad_proportion=0.0655, over 18890.20 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.06056, over 2465894.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06333, over 8049.62 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3138, pruned_loss=0.07519, over 2475180.00 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06764, over 20501.45 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:29:53,253 INFO [train.py:927] (7/8) Epoch 17, batch 25550, giga_loss[loss=0.1907, simple_loss=0.3019, pruned_loss=0.03973, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.0307, over 75.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3111, pruned_loss=0.07359, over 2474014.55 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06685, over 19241.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2868, pruned_loss=0.06085, over 2465872.16 frames. utt_duration=1229 frames, utt_pad_proportion=0.0623, over 8034.50 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3138, pruned_loss=0.07522, over 2475534.47 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06885, over 20852.02 utterances.], batch size: 75, lr: 2.31e-04
2022-08-31 22:31:38,686 INFO [train.py:927] (7/8) Epoch 17, batch 25600, giga_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.0521, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02632, over 66.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3121, pruned_loss=0.07264, over 2474451.89 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06647, over 19107.08 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2867, pruned_loss=0.06082, over 2465733.80 frames. utt_duration=1231 frames, utt_pad_proportion=0.0621, over 8024.33 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3145, pruned_loss=0.07399, over 2475815.17 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06817, over 20430.80 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 22:33:22,887 INFO [train.py:927] (7/8) Epoch 17, batch 25650, giga_loss[loss=0.2071, simple_loss=0.3016, pruned_loss=0.05634, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02873, over 66.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3123, pruned_loss=0.07314, over 2475011.88 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06931, over 19085.28 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2869, pruned_loss=0.06087, over 2465940.77 frames. utt_duration=1232 frames, utt_pad_proportion=0.06131, over 8018.80 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3145, pruned_loss=0.07442, over 2476067.67 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07088, over 20352.39 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 22:35:08,966 INFO [train.py:927] (7/8) Epoch 17, batch 25700, libri_loss[loss=0.2194, simple_loss=0.3139, pruned_loss=0.06244, over 12303.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005952, over 35.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3111, pruned_loss=0.07337, over 2474582.68 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07208, over 19754.34 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2873, pruned_loss=0.06089, over 2465577.60 frames. utt_duration=1236 frames, utt_pad_proportion=0.06041, over 7988.68 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3129, pruned_loss=0.0746, over 2475951.05 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07353, over 21013.59 utterances.], batch size: 35, lr: 2.31e-04
2022-08-31 22:36:57,192 INFO [train.py:927] (7/8) Epoch 17, batch 25750, giga_loss[loss=0.1788, simple_loss=0.2775, pruned_loss=0.04004, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.0284, over 70.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3082, pruned_loss=0.07295, over 2473991.44 frames. utt_duration=497.1 frames, utt_pad_proportion=0.08094, over 19968.58 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2869, pruned_loss=0.06066, over 2465741.80 frames. utt_duration=1232 frames, utt_pad_proportion=0.06295, over 8015.20 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.311, pruned_loss=0.07471, over 2475302.15 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08103, over 21489.08 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:38:39,386 INFO [train.py:927] (7/8) Epoch 17, batch 25800, giga_loss[loss=0.1746, simple_loss=0.2672, pruned_loss=0.04101, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07299, over 2473630.80 frames. utt_duration=479.6 frames, utt_pad_proportion=0.08519, over 20694.77 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2866, pruned_loss=0.06052, over 2465229.27 frames. utt_duration=1232 frames, utt_pad_proportion=0.06274, over 8012.68 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3099, pruned_loss=0.07478, over 2475326.19 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08521, over 22178.33 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 22:40:19,078 INFO [train.py:927] (7/8) Epoch 17, batch 25850, giga_loss[loss=0.2222, simple_loss=0.3063, pruned_loss=0.06901, over 12426.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3046, pruned_loss=0.07067, over 2473938.80 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08634, over 21884.07 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2864, pruned_loss=0.06034, over 2465225.50 frames. utt_duration=1235 frames, utt_pad_proportion=0.06142, over 7995.43 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07258, over 2475563.14 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08691, over 23472.27 utterances.], batch size: 123, lr: 2.31e-04
2022-08-31 22:42:05,429 INFO [train.py:927] (7/8) Epoch 17, batch 25900, giga_loss[loss=0.1806, simple_loss=0.2657, pruned_loss=0.0477, over 12324.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03486, over 51.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06947, over 2474379.38 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08496, over 21612.19 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2862, pruned_loss=0.06023, over 2465581.58 frames. utt_duration=1236 frames, utt_pad_proportion=0.0607, over 7991.03 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07142, over 2475651.94 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08596, over 23342.77 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:43:51,731 INFO [train.py:927] (7/8) Epoch 17, batch 25950, giga_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07236, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3004, pruned_loss=0.06854, over 2474147.92 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08171, over 21276.21 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2861, pruned_loss=0.06011, over 2465554.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06126, over 8023.97 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07035, over 2475321.33 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08275, over 22855.33 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:45:36,889 INFO [train.py:927] (7/8) Epoch 17, batch 26000, giga_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.07467, over 12359.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.303, pruned_loss=0.06985, over 2474090.84 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07924, over 21480.48 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2861, pruned_loss=0.06011, over 2465554.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06126, over 8023.97 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.07125, over 2475004.11 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08019, over 22709.54 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:47:21,203 INFO [train.py:927] (7/8) Epoch 17, batch 26050, giga_loss[loss=0.218, simple_loss=0.2971, pruned_loss=0.06939, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07299, over 2473907.58 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08735, over 23488.07 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2861, pruned_loss=0.06012, over 2465383.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.06084, over 8009.79 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.308, pruned_loss=0.07419, over 2474862.16 frames. utt_duration=403.8 frames, utt_pad_proportion=0.08789, over 24606.95 utterances.], batch size: 86, lr: 2.31e-04
2022-08-31 22:49:06,533 INFO [train.py:927] (7/8) Epoch 17, batch 26100, libri_loss[loss=0.2304, simple_loss=0.32, pruned_loss=0.07041, over 12367.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.06068, over 51.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07361, over 2473649.62 frames. utt_duration=436 frames, utt_pad_proportion=0.08199, over 22770.97 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2861, pruned_loss=0.06013, over 2465449.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06044, over 8000.79 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3096, pruned_loss=0.07472, over 2474448.68 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08287, over 23864.93 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:50:48,553 INFO [train.py:927] (7/8) Epoch 17, batch 26150, giga_loss[loss=0.2455, simple_loss=0.3325, pruned_loss=0.07926, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03743, over 113.00 utterances.], tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07399, over 2473441.71 frames. utt_duration=442.9 frames, utt_pad_proportion=0.08302, over 22413.96 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2854, pruned_loss=0.05978, over 2465156.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.0596, over 7953.23 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07549, over 2474516.08 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08407, over 23655.86 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 22:52:37,623 INFO [train.py:927] (7/8) Epoch 17, batch 26200, libri_loss[loss=0.2168, simple_loss=0.2988, pruned_loss=0.06737, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006006, over 34.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3083, pruned_loss=0.07379, over 2473383.01 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07956, over 21522.54 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2858, pruned_loss=0.06005, over 2465466.00 frames. utt_duration=1233 frames, utt_pad_proportion=0.06324, over 8009.10 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07525, over 2474278.27 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07968, over 22976.98 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 22:54:31,438 INFO [train.py:927] (7/8) Epoch 17, batch 26250, giga_loss[loss=0.197, simple_loss=0.2742, pruned_loss=0.05996, over 12446.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04159, over 34.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07364, over 2473761.10 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08696, over 22622.25 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2859, pruned_loss=0.06014, over 2465461.11 frames. utt_duration=1235 frames, utt_pad_proportion=0.06207, over 7991.99 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3107, pruned_loss=0.07503, over 2474655.55 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08712, over 24102.55 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 22:56:12,002 INFO [train.py:927] (7/8) Epoch 17, batch 26300, giga_loss[loss=0.2151, simple_loss=0.2913, pruned_loss=0.06945, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3078, pruned_loss=0.07408, over 2473755.04 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08777, over 22449.30 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2856, pruned_loss=0.0601, over 2465723.07 frames. utt_duration=1232 frames, utt_pad_proportion=0.06328, over 8015.27 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.311, pruned_loss=0.07583, over 2474603.25 frames. utt_duration=409.1 frames, utt_pad_proportion=0.08773, over 24279.60 utterances.], batch size: 42, lr: 2.31e-04
2022-08-31 22:57:54,766 INFO [train.py:927] (7/8) Epoch 17, batch 26350, giga_loss[loss=0.2452, simple_loss=0.3181, pruned_loss=0.08611, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3063, pruned_loss=0.07375, over 2473168.78 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08844, over 22385.20 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.05995, over 2465735.44 frames. utt_duration=1234 frames, utt_pad_proportion=0.06234, over 8003.96 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07565, over 2474063.94 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0888, over 24239.19 utterances.], batch size: 161, lr: 2.31e-04
2022-08-31 22:59:36,944 INFO [train.py:927] (7/8) Epoch 17, batch 26400, giga_loss[loss=0.212, simple_loss=0.3038, pruned_loss=0.06012, over 12415.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3055, pruned_loss=0.07328, over 2472468.17 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08319, over 21605.41 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2851, pruned_loss=0.05977, over 2465515.19 frames. utt_duration=1236 frames, utt_pad_proportion=0.06165, over 7988.99 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07514, over 2473479.46 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08412, over 23274.78 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 23:01:20,181 INFO [train.py:927] (7/8) Epoch 17, batch 26450, giga_loss[loss=0.1923, simple_loss=0.2766, pruned_loss=0.05401, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02666, over 45.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3075, pruned_loss=0.07514, over 2472684.96 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08275, over 21768.48 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2858, pruned_loss=0.06025, over 2465640.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.07069, over 8172.95 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3097, pruned_loss=0.07637, over 2473462.97 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08097, over 23107.21 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 23:03:01,243 INFO [train.py:927] (7/8) Epoch 17, batch 26500, giga_loss[loss=0.2155, simple_loss=0.294, pruned_loss=0.06854, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0452, over 34.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.309, pruned_loss=0.07622, over 2473801.77 frames. utt_duration=457.5 frames, utt_pad_proportion=0.08644, over 21700.13 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.06114, over 2465903.41 frames. utt_duration=1154 frames, utt_pad_proportion=0.08976, over 8560.70 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07674, over 2474365.34 frames. utt_duration=437 frames, utt_pad_proportion=0.07873, over 22722.86 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 23:03:15,425 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-08-31 23:05:36,035 INFO [train.py:927] (7/8) Epoch 18, batch 50, giga_loss[loss=0.2191, simple_loss=0.3197, pruned_loss=0.05927, over 12433.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03713, over 133.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3091, pruned_loss=0.06277, over 548461.80 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07472, over 4365.28 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05659, over 73276.66 frames. utt_duration=985.8 frames, utt_pad_proportion=0.1326, over 297.82 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3114, pruned_loss=0.06357, over 489679.77 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07133, over 4139.69 utterances.], batch size: 133, lr: 2.26e-04
2022-08-31 23:07:20,838 INFO [train.py:927] (7/8) Epoch 18, batch 100, giga_loss[loss=0.1766, simple_loss=0.2604, pruned_loss=0.04639, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04363, over 146.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2881, pruned_loss=0.05496, over 975681.02 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06995, over 7408.32 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2882, pruned_loss=0.05481, over 85206.28 frames. utt_duration=1030 frames, utt_pad_proportion=0.1193, over 331.33 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05503, over 922227.50 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06857, over 7222.43 utterances.], batch size: 146, lr: 2.26e-04
2022-08-31 23:09:02,246 INFO [train.py:927] (7/8) Epoch 18, batch 150, giga_loss[loss=0.1717, simple_loss=0.2475, pruned_loss=0.04797, over 12164.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2741, pruned_loss=0.04928, over 1308077.35 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06756, over 9702.36 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.05319, over 155945.88 frames. utt_duration=1113 frames, utt_pad_proportion=0.08739, over 561.47 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2732, pruned_loss=0.04905, over 1229658.26 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06727, over 9576.86 utterances.], batch size: 30, lr: 2.26e-04
2022-08-31 23:10:41,723 INFO [train.py:927] (7/8) Epoch 18, batch 200, giga_loss[loss=0.1433, simple_loss=0.2252, pruned_loss=0.03069, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03163, over 30.00 utterances.], tot_loss[loss=0.1768, simple_loss=0.2631, pruned_loss=0.04526, over 1566417.42 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0671, over 11907.42 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05315, over 190417.84 frames. utt_duration=1045 frames, utt_pad_proportion=0.1213, over 729.65 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2616, pruned_loss=0.04478, over 1490805.92 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06453, over 11788.86 utterances.], batch size: 30, lr: 2.26e-04
2022-08-31 23:12:24,883 INFO [train.py:927] (7/8) Epoch 18, batch 250, giga_loss[loss=0.1426, simple_loss=0.2293, pruned_loss=0.02796, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2601, pruned_loss=0.04391, over 1768002.88 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06229, over 12884.73 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2825, pruned_loss=0.05144, over 269384.96 frames. utt_duration=1065 frames, utt_pad_proportion=0.1288, over 1012.76 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2584, pruned_loss=0.0434, over 1681630.68 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05881, over 12896.28 utterances.], batch size: 31, lr: 2.26e-04
2022-08-31 23:14:03,527 INFO [train.py:927] (7/8) Epoch 18, batch 300, giga_loss[loss=0.1418, simple_loss=0.2298, pruned_loss=0.02688, over 12337.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03203, over 51.00 utterances.], tot_loss[loss=0.1707, simple_loss=0.2562, pruned_loss=0.04259, over 1923984.15 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06544, over 14372.74 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2809, pruned_loss=0.0509, over 344867.74 frames. utt_duration=1116 frames, utt_pad_proportion=0.1087, over 1237.42 utterances.], giga_tot_loss[loss=0.1689, simple_loss=0.254, pruned_loss=0.0419, over 1835245.09 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06349, over 14595.41 utterances.], batch size: 51, lr: 2.26e-04
2022-08-31 23:15:45,518 INFO [train.py:927] (7/8) Epoch 18, batch 350, giga_loss[loss=0.1637, simple_loss=0.2418, pruned_loss=0.04275, over 12381.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02945, over 85.00 utterances.], tot_loss[loss=0.1682, simple_loss=0.2536, pruned_loss=0.04136, over 2046537.53 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06108, over 14890.12 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2814, pruned_loss=0.05102, over 408246.74 frames. utt_duration=1157 frames, utt_pad_proportion=0.09353, over 1413.03 utterances.], giga_tot_loss[loss=0.166, simple_loss=0.2509, pruned_loss=0.04049, over 1962039.15 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06036, over 15259.57 utterances.], batch size: 85, lr: 2.26e-04
2022-08-31 23:17:26,753 INFO [train.py:927] (7/8) Epoch 18, batch 400, giga_loss[loss=0.1666, simple_loss=0.2508, pruned_loss=0.04116, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.1657, simple_loss=0.2507, pruned_loss=0.04032, over 2141266.33 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07047, over 16180.36 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2807, pruned_loss=0.0506, over 479344.01 frames. utt_duration=1145 frames, utt_pad_proportion=0.09988, over 1676.50 utterances.], giga_tot_loss[loss=0.1631, simple_loss=0.2476, pruned_loss=0.03932, over 2061374.85 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0686, over 16671.80 utterances.], batch size: 42, lr: 2.25e-04
2022-08-31 23:19:07,556 INFO [train.py:927] (7/8) Epoch 18, batch 450, giga_loss[loss=0.1506, simple_loss=0.2288, pruned_loss=0.03621, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.1632, simple_loss=0.2478, pruned_loss=0.03929, over 2214899.53 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06827, over 16473.80 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2826, pruned_loss=0.05153, over 547881.73 frames. utt_duration=1170 frames, utt_pad_proportion=0.08836, over 1875.68 utterances.], giga_tot_loss[loss=0.1597, simple_loss=0.2437, pruned_loss=0.03786, over 2141465.15 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06769, over 17162.30 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:20:49,363 INFO [train.py:927] (7/8) Epoch 18, batch 500, libri_loss[loss=0.2067, simple_loss=0.3038, pruned_loss=0.05475, over 12414.00 frames. utt_duration=429.5 frames, utt_pad_proportion=0.3311, over 116.00 utterances.], tot_loss[loss=0.1685, simple_loss=0.2534, pruned_loss=0.04181, over 2272742.05 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06681, over 17030.93 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2838, pruned_loss=0.05171, over 586105.49 frames. utt_duration=1135 frames, utt_pad_proportion=0.09783, over 2068.32 utterances.], giga_tot_loss[loss=0.1652, simple_loss=0.2495, pruned_loss=0.0405, over 2210364.59 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06498, over 17667.93 utterances.], batch size: 116, lr: 2.25e-04
2022-08-31 23:22:30,192 INFO [train.py:927] (7/8) Epoch 18, batch 550, giga_loss[loss=0.2033, simple_loss=0.2966, pruned_loss=0.05497, over 12416.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2643, pruned_loss=0.04619, over 2318197.67 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06662, over 16957.57 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05149, over 641816.13 frames. utt_duration=1152 frames, utt_pad_proportion=0.09072, over 2232.19 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2608, pruned_loss=0.04511, over 2263603.07 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06564, over 17724.74 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:24:11,638 INFO [train.py:927] (7/8) Epoch 18, batch 600, giga_loss[loss=0.2049, simple_loss=0.2981, pruned_loss=0.05588, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.1848, simple_loss=0.2716, pruned_loss=0.04897, over 2352242.75 frames. utt_duration=525.5 frames, utt_pad_proportion=0.07057, over 17957.72 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2839, pruned_loss=0.05171, over 669128.06 frames. utt_duration=1163 frames, utt_pad_proportion=0.08693, over 2304.31 utterances.], giga_tot_loss[loss=0.1824, simple_loss=0.2687, pruned_loss=0.04808, over 2307299.77 frames. utt_duration=495 frames, utt_pad_proportion=0.06999, over 18702.54 utterances.], batch size: 28, lr: 2.25e-04
2022-08-31 23:25:54,743 INFO [train.py:927] (7/8) Epoch 18, batch 650, giga_loss[loss=0.1906, simple_loss=0.2895, pruned_loss=0.04589, over 12367.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04626, over 146.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2753, pruned_loss=0.04954, over 2379467.80 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06687, over 18170.72 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2845, pruned_loss=0.05138, over 696141.46 frames. utt_duration=1169 frames, utt_pad_proportion=0.08322, over 2385.35 utterances.], giga_tot_loss[loss=0.1853, simple_loss=0.2727, pruned_loss=0.04891, over 2342443.20 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06688, over 18900.70 utterances.], batch size: 146, lr: 2.25e-04
2022-08-31 23:27:37,083 INFO [train.py:927] (7/8) Epoch 18, batch 700, giga_loss[loss=0.2431, simple_loss=0.3219, pruned_loss=0.08211, over 12415.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2795, pruned_loss=0.05203, over 2401082.64 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06453, over 17546.79 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2846, pruned_loss=0.05115, over 748957.21 frames. utt_duration=1189 frames, utt_pad_proportion=0.07717, over 2522.98 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2773, pruned_loss=0.0516, over 2369027.86 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06517, over 18412.60 utterances.], batch size: 133, lr: 2.25e-04
2022-08-31 23:29:16,857 INFO [train.py:927] (7/8) Epoch 18, batch 750, libri_loss[loss=0.1719, simple_loss=0.255, pruned_loss=0.04434, over 12246.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.006929, over 29.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2844, pruned_loss=0.05426, over 2416971.05 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06526, over 17670.08 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2836, pruned_loss=0.05101, over 824549.38 frames. utt_duration=1215 frames, utt_pad_proportion=0.0697, over 2718.17 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2829, pruned_loss=0.05406, over 2388729.92 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06648, over 18796.52 utterances.], batch size: 29, lr: 2.25e-04
2022-08-31 23:30:56,097 INFO [train.py:927] (7/8) Epoch 18, batch 800, giga_loss[loss=0.2011, simple_loss=0.2968, pruned_loss=0.05265, over 12085.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03654, over 30.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2877, pruned_loss=0.05504, over 2428978.25 frames. utt_duration=555 frames, utt_pad_proportion=0.06633, over 17552.73 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05048, over 865465.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.06645, over 2839.92 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05515, over 2405240.36 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06766, over 18683.41 utterances.], batch size: 30, lr: 2.25e-04
2022-08-31 23:32:40,648 INFO [train.py:927] (7/8) Epoch 18, batch 850, giga_loss[loss=0.1941, simple_loss=0.293, pruned_loss=0.04757, over 12383.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04646, over 26.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05448, over 2438262.64 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06513, over 17554.57 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2827, pruned_loss=0.05025, over 897092.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.06463, over 2931.27 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2881, pruned_loss=0.05473, over 2418984.90 frames. utt_duration=520.8 frames, utt_pad_proportion=0.0665, over 18632.44 utterances.], batch size: 26, lr: 2.25e-04
2022-08-31 23:34:20,881 INFO [train.py:927] (7/8) Epoch 18, batch 900, giga_loss[loss=0.1919, simple_loss=0.2866, pruned_loss=0.04862, over 12363.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2886, pruned_loss=0.05386, over 2445944.50 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06149, over 17235.17 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2823, pruned_loss=0.04982, over 935981.74 frames. utt_duration=1236 frames, utt_pad_proportion=0.0617, over 3032.99 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2886, pruned_loss=0.05429, over 2429993.71 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06322, over 18331.88 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:36:05,682 INFO [train.py:927] (7/8) Epoch 18, batch 950, giga_loss[loss=0.2257, simple_loss=0.3034, pruned_loss=0.07404, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2905, pruned_loss=0.05655, over 2452316.32 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06185, over 17021.73 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04977, over 943756.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06103, over 3056.82 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05694, over 2439654.64 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06332, over 17918.82 utterances.], batch size: 114, lr: 2.25e-04
2022-08-31 23:37:47,308 INFO [train.py:927] (7/8) Epoch 18, batch 1000, giga_loss[loss=0.176, simple_loss=0.2768, pruned_loss=0.03765, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2896, pruned_loss=0.05647, over 2456224.34 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05843, over 16650.09 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.281, pruned_loss=0.04924, over 988625.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.05777, over 3155.80 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2903, pruned_loss=0.05716, over 2445947.76 frames. utt_duration=556 frames, utt_pad_proportion=0.06032, over 17643.00 utterances.], batch size: 70, lr: 2.25e-04
2022-08-31 23:39:27,536 INFO [train.py:927] (7/8) Epoch 18, batch 1050, giga_loss[loss=0.1959, simple_loss=0.2873, pruned_loss=0.05229, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05655, over 2459729.87 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05635, over 16138.29 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2808, pruned_loss=0.0492, over 1018145.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05606, over 3234.13 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05726, over 2451254.79 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05831, over 17102.95 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:41:11,416 INFO [train.py:927] (7/8) Epoch 18, batch 1100, giga_loss[loss=0.2117, simple_loss=0.3018, pruned_loss=0.06079, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02939, over 74.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.05665, over 2462557.04 frames. utt_duration=604 frames, utt_pad_proportion=0.05604, over 16349.92 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2813, pruned_loss=0.04947, over 1054095.39 frames. utt_duration=1263 frames, utt_pad_proportion=0.05349, over 3341.18 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.289, pruned_loss=0.05726, over 2455582.21 frames. utt_duration=569 frames, utt_pad_proportion=0.05804, over 17307.57 utterances.], batch size: 74, lr: 2.25e-04
2022-08-31 23:42:55,732 INFO [train.py:927] (7/8) Epoch 18, batch 1150, giga_loss[loss=0.2034, simple_loss=0.2911, pruned_loss=0.05788, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02817, over 66.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2864, pruned_loss=0.05608, over 2465842.26 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05777, over 17155.23 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04984, over 1075119.76 frames. utt_duration=1267 frames, utt_pad_proportion=0.05204, over 3398.79 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2867, pruned_loss=0.05652, over 2460342.82 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05945, over 18030.98 utterances.], batch size: 66, lr: 2.25e-04
2022-08-31 23:44:38,035 INFO [train.py:927] (7/8) Epoch 18, batch 1200, giga_loss[loss=0.4991, simple_loss=0.4992, pruned_loss=0.2495, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2839, pruned_loss=0.056, over 2468185.39 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05874, over 18026.27 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04963, over 1116584.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.04949, over 3496.51 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2846, pruned_loss=0.0566, over 2463577.28 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06047, over 19030.80 utterances.], batch size: 97, lr: 2.25e-04
2022-08-31 23:46:20,325 INFO [train.py:927] (7/8) Epoch 18, batch 1250, giga_loss[loss=0.1641, simple_loss=0.262, pruned_loss=0.03307, over 12397.00 frames. utt_duration=710 frames, utt_pad_proportion=0.0234, over 70.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2835, pruned_loss=0.05553, over 2469319.84 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06108, over 17799.50 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.0497, over 1136739.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.04844, over 3543.88 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.284, pruned_loss=0.05605, over 2465686.97 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06258, over 18744.65 utterances.], batch size: 70, lr: 2.25e-04
2022-08-31 23:48:01,395 INFO [train.py:927] (7/8) Epoch 18, batch 1300, libri_loss[loss=0.1908, simple_loss=0.278, pruned_loss=0.05187, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009962, over 29.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2805, pruned_loss=0.05434, over 2469517.10 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05745, over 17337.99 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2808, pruned_loss=0.04954, over 1156363.86 frames. utt_duration=1292 frames, utt_pad_proportion=0.04739, over 3583.50 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.281, pruned_loss=0.05488, over 2466885.44 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05907, over 18239.89 utterances.], batch size: 29, lr: 2.25e-04
2022-08-31 23:49:43,252 INFO [train.py:927] (7/8) Epoch 18, batch 1350, giga_loss[loss=0.1909, simple_loss=0.269, pruned_loss=0.05637, over 12479.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 40.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2777, pruned_loss=0.05369, over 2470639.63 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05833, over 17136.40 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2804, pruned_loss=0.04943, over 1169164.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04696, over 3606.62 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2783, pruned_loss=0.0542, over 2468839.84 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05967, over 17943.67 utterances.], batch size: 40, lr: 2.25e-04
2022-08-31 23:51:24,076 INFO [train.py:927] (7/8) Epoch 18, batch 1400, giga_loss[loss=0.1917, simple_loss=0.2755, pruned_loss=0.05392, over 12375.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03912, over 145.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2746, pruned_loss=0.05251, over 2471591.59 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05385, over 16747.19 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.04954, over 1182275.46 frames. utt_duration=1299 frames, utt_pad_proportion=0.04616, over 3643.47 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2751, pruned_loss=0.0529, over 2470068.41 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05529, over 17462.66 utterances.], batch size: 145, lr: 2.25e-04
2022-08-31 23:53:05,546 INFO [train.py:927] (7/8) Epoch 18, batch 1450, giga_loss[loss=0.244, simple_loss=0.3133, pruned_loss=0.08734, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.272, pruned_loss=0.05157, over 2471661.33 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05237, over 16255.71 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2799, pruned_loss=0.04917, over 1226384.85 frames. utt_duration=1298 frames, utt_pad_proportion=0.0459, over 3782.25 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2724, pruned_loss=0.05213, over 2470749.70 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05374, over 17107.16 utterances.], batch size: 257, lr: 2.25e-04
2022-08-31 23:54:43,637 INFO [train.py:927] (7/8) Epoch 18, batch 1500, libri_loss[loss=0.1831, simple_loss=0.2729, pruned_loss=0.04661, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007035, over 32.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2701, pruned_loss=0.05114, over 2470760.39 frames. utt_duration=638.6 frames, utt_pad_proportion=0.05365, over 15511.60 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2798, pruned_loss=0.04928, over 1268971.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.05305, over 3959.99 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2701, pruned_loss=0.05159, over 2470314.89 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05309, over 16415.65 utterances.], batch size: 32, lr: 2.25e-04
2022-08-31 23:56:28,581 INFO [train.py:927] (7/8) Epoch 18, batch 1550, giga_loss[loss=0.2359, simple_loss=0.3128, pruned_loss=0.07956, over 12353.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2055, over 370.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2711, pruned_loss=0.05187, over 2471790.42 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05504, over 15725.97 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2792, pruned_loss=0.04907, over 1292653.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.05157, over 4009.43 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2712, pruned_loss=0.05237, over 2471584.95 frames. utt_duration=597 frames, utt_pad_proportion=0.05483, over 16601.58 utterances.], batch size: 370, lr: 2.25e-04
2022-08-31 23:58:11,403 INFO [train.py:927] (7/8) Epoch 18, batch 1600, libri_loss[loss=0.2282, simple_loss=0.3133, pruned_loss=0.07155, over 12351.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01511, over 41.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2763, pruned_loss=0.05433, over 2471658.81 frames. utt_duration=621.7 frames, utt_pad_proportion=0.05832, over 15942.24 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2806, pruned_loss=0.04986, over 1344435.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05841, over 4263.70 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2754, pruned_loss=0.05448, over 2471718.39 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05633, over 16896.97 utterances.], batch size: 41, lr: 2.25e-04
2022-08-31 23:59:55,657 INFO [train.py:927] (7/8) Epoch 18, batch 1650, giga_loss[loss=0.1969, simple_loss=0.2863, pruned_loss=0.05377, over 12422.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03951, over 123.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2807, pruned_loss=0.05615, over 2472519.42 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06066, over 16630.54 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2804, pruned_loss=0.04993, over 1377934.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.0562, over 4340.81 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2801, pruned_loss=0.05639, over 2472488.34 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05959, over 17661.22 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 00:01:40,583 INFO [train.py:927] (7/8) Epoch 18, batch 1700, giga_loss[loss=0.2315, simple_loss=0.3176, pruned_loss=0.07266, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04175, over 146.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2867, pruned_loss=0.05828, over 2472477.92 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06133, over 17223.17 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.0501, over 1399649.77 frames. utt_duration=1276 frames, utt_pad_proportion=0.05464, over 4393.55 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2861, pruned_loss=0.05852, over 2472471.77 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06084, over 18223.23 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 00:03:28,703 INFO [train.py:927] (7/8) Epoch 18, batch 1750, giga_loss[loss=0.196, simple_loss=0.2839, pruned_loss=0.05411, over 12269.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02724, over 54.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2889, pruned_loss=0.05868, over 2472337.67 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06495, over 17361.41 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2799, pruned_loss=0.04975, over 1436645.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.06059, over 4562.47 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.289, pruned_loss=0.0593, over 2472324.52 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06324, over 18403.48 utterances.], batch size: 54, lr: 2.25e-04
2022-09-01 00:05:12,429 INFO [train.py:927] (7/8) Epoch 18, batch 1800, giga_loss[loss=0.1736, simple_loss=0.2657, pruned_loss=0.04078, over 12411.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2881, pruned_loss=0.05724, over 2472328.39 frames. utt_duration=558.1 frames, utt_pad_proportion=0.07242, over 17765.51 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2804, pruned_loss=0.05002, over 1462165.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06734, over 4735.30 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2881, pruned_loss=0.05778, over 2472414.59 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06932, over 18732.39 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 00:06:55,970 INFO [train.py:927] (7/8) Epoch 18, batch 1850, giga_loss[loss=0.1807, simple_loss=0.275, pruned_loss=0.04317, over 12115.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03821, over 30.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05694, over 2472917.42 frames. utt_duration=548.6 frames, utt_pad_proportion=0.07525, over 18079.20 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2804, pruned_loss=0.04968, over 1502028.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06456, over 4842.07 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2887, pruned_loss=0.05781, over 2472865.42 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07348, over 19250.89 utterances.], batch size: 30, lr: 2.25e-04
2022-09-01 00:08:41,053 INFO [train.py:927] (7/8) Epoch 18, batch 1900, giga_loss[loss=0.2107, simple_loss=0.2989, pruned_loss=0.06122, over 12339.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03484, over 51.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2902, pruned_loss=0.05854, over 2473029.33 frames. utt_duration=537.9 frames, utt_pad_proportion=0.0768, over 18441.96 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2801, pruned_loss=0.04951, over 1521177.85 frames. utt_duration=1245 frames, utt_pad_proportion=0.06312, over 4894.78 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2908, pruned_loss=0.05947, over 2473120.89 frames. utt_duration=507 frames, utt_pad_proportion=0.07578, over 19571.16 utterances.], batch size: 51, lr: 2.25e-04
2022-09-01 00:10:23,917 INFO [train.py:927] (7/8) Epoch 18, batch 1950, libri_loss[loss=0.1993, simple_loss=0.2958, pruned_loss=0.05139, over 12265.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02725, over 45.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.292, pruned_loss=0.05975, over 2473688.28 frames. utt_duration=541.9 frames, utt_pad_proportion=0.07362, over 18311.22 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2796, pruned_loss=0.04936, over 1553840.28 frames. utt_duration=1249 frames, utt_pad_proportion=0.06114, over 4982.34 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2931, pruned_loss=0.06091, over 2473904.19 frames. utt_duration=507 frames, utt_pad_proportion=0.07355, over 19574.28 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 00:12:05,501 INFO [train.py:927] (7/8) Epoch 18, batch 2000, giga_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06297, over 12268.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05091, over 26.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2924, pruned_loss=0.05995, over 2473032.98 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06777, over 17667.14 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2795, pruned_loss=0.04937, over 1598447.03 frames. utt_duration=1253 frames, utt_pad_proportion=0.05802, over 5107.28 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.294, pruned_loss=0.06139, over 2473547.59 frames. utt_duration=517 frames, utt_pad_proportion=0.06904, over 19192.71 utterances.], batch size: 26, lr: 2.25e-04
2022-09-01 00:13:49,066 INFO [train.py:927] (7/8) Epoch 18, batch 2050, giga_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06845, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05641, over 162.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2938, pruned_loss=0.06059, over 2472622.13 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06899, over 17864.93 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2797, pruned_loss=0.04945, over 1615775.13 frames. utt_duration=1253 frames, utt_pad_proportion=0.05704, over 5163.79 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2952, pruned_loss=0.06189, over 2473047.48 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07024, over 19259.65 utterances.], batch size: 162, lr: 2.25e-04
2022-09-01 00:15:30,246 INFO [train.py:927] (7/8) Epoch 18, batch 2100, giga_loss[loss=0.1915, simple_loss=0.2795, pruned_loss=0.05174, over 12378.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2926, pruned_loss=0.05979, over 2472741.21 frames. utt_duration=587.2 frames, utt_pad_proportion=0.0641, over 16886.61 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2778, pruned_loss=0.04863, over 1661594.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.05407, over 5236.72 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2956, pruned_loss=0.06187, over 2473212.12 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06647, over 18559.84 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 00:17:13,587 INFO [train.py:927] (7/8) Epoch 18, batch 2150, giga_loss[loss=0.1895, simple_loss=0.2783, pruned_loss=0.05037, over 12427.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2923, pruned_loss=0.05972, over 2472446.87 frames. utt_duration=614.5 frames, utt_pad_proportion=0.06124, over 16134.51 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2776, pruned_loss=0.04861, over 1681436.48 frames. utt_duration=1275 frames, utt_pad_proportion=0.05259, over 5280.37 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2951, pruned_loss=0.06165, over 2473028.32 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06396, over 17683.17 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 00:18:57,741 INFO [train.py:927] (7/8) Epoch 18, batch 2200, giga_loss[loss=0.2081, simple_loss=0.2955, pruned_loss=0.06032, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02581, over 66.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2924, pruned_loss=0.06026, over 2471421.27 frames. utt_duration=650.1 frames, utt_pad_proportion=0.05751, over 15241.33 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2776, pruned_loss=0.04861, over 1696764.54 frames. utt_duration=1281 frames, utt_pad_proportion=0.05146, over 5304.58 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2949, pruned_loss=0.06199, over 2472217.32 frames. utt_duration=596 frames, utt_pad_proportion=0.06047, over 16634.39 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 00:20:39,538 INFO [train.py:927] (7/8) Epoch 18, batch 2250, giga_loss[loss=0.2023, simple_loss=0.2904, pruned_loss=0.05703, over 12366.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02843, over 70.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2933, pruned_loss=0.06036, over 2471916.42 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06029, over 15972.64 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2779, pruned_loss=0.04874, over 1712051.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05696, over 5422.18 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2954, pruned_loss=0.06184, over 2472625.16 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06088, over 17143.05 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 00:22:24,821 INFO [train.py:927] (7/8) Epoch 18, batch 2300, giga_loss[loss=0.2079, simple_loss=0.2985, pruned_loss=0.05859, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04387, over 28.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2927, pruned_loss=0.0598, over 2472161.57 frames. utt_duration=631.4 frames, utt_pad_proportion=0.0596, over 15698.88 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2779, pruned_loss=0.04868, over 1734478.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05628, over 5494.91 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2947, pruned_loss=0.06132, over 2472807.10 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06038, over 16857.22 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 00:24:07,805 INFO [train.py:927] (7/8) Epoch 18, batch 2350, giga_loss[loss=0.1699, simple_loss=0.2618, pruned_loss=0.03902, over 12377.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0276, over 66.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2916, pruned_loss=0.05924, over 2472184.77 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06224, over 16152.31 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2785, pruned_loss=0.04893, over 1752791.06 frames. utt_duration=1249 frames, utt_pad_proportion=0.06208, over 5620.38 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2931, pruned_loss=0.06053, over 2472650.87 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06108, over 17193.00 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 00:25:49,044 INFO [train.py:927] (7/8) Epoch 18, batch 2400, giga_loss[loss=0.2274, simple_loss=0.3133, pruned_loss=0.07072, over 12425.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05467, over 162.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2897, pruned_loss=0.05875, over 2472545.50 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06473, over 16223.59 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2787, pruned_loss=0.04899, over 1763686.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.0672, over 5729.60 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.291, pruned_loss=0.05986, over 2472776.79 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06226, over 17087.78 utterances.], batch size: 162, lr: 2.25e-04
2022-09-01 00:27:32,106 INFO [train.py:927] (7/8) Epoch 18, batch 2450, giga_loss[loss=0.1647, simple_loss=0.2517, pruned_loss=0.03879, over 12321.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.05756, over 2472116.56 frames. utt_duration=625.1 frames, utt_pad_proportion=0.06371, over 15857.36 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2788, pruned_loss=0.0489, over 1774521.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06623, over 5755.58 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2875, pruned_loss=0.05862, over 2472078.63 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06204, over 16654.01 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:29:13,568 INFO [train.py:927] (7/8) Epoch 18, batch 2500, giga_loss[loss=0.1814, simple_loss=0.2585, pruned_loss=0.05212, over 12382.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02488, over 48.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2841, pruned_loss=0.05654, over 2473007.20 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05931, over 15905.45 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04899, over 1781548.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06549, over 5768.99 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2845, pruned_loss=0.05739, over 2472920.81 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05837, over 16604.31 utterances.], batch size: 48, lr: 2.25e-04
2022-09-01 00:30:56,234 INFO [train.py:927] (7/8) Epoch 18, batch 2550, giga_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.079, over 12355.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1907, over 363.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2826, pruned_loss=0.05533, over 2472586.09 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05786, over 15975.26 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04928, over 1798247.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06453, over 5830.02 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2822, pruned_loss=0.05597, over 2472885.14 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05737, over 16698.74 utterances.], batch size: 363, lr: 2.25e-04
2022-09-01 00:32:39,076 INFO [train.py:927] (7/8) Epoch 18, batch 2600, giga_loss[loss=0.1569, simple_loss=0.2468, pruned_loss=0.03348, over 12427.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04786, over 34.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2835, pruned_loss=0.05529, over 2473360.55 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05657, over 16288.83 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2812, pruned_loss=0.04952, over 1811816.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.06901, over 5932.31 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.283, pruned_loss=0.05574, over 2473442.21 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05476, over 16948.85 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 00:34:21,924 INFO [train.py:927] (7/8) Epoch 18, batch 2650, libri_loss[loss=0.1963, simple_loss=0.2793, pruned_loss=0.05661, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00566, over 32.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2848, pruned_loss=0.05519, over 2474341.42 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05497, over 17179.31 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.0498, over 1828327.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.06765, over 5979.40 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2842, pruned_loss=0.0555, over 2474293.99 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05394, over 17918.74 utterances.], batch size: 32, lr: 2.25e-04
2022-09-01 00:36:01,466 INFO [train.py:927] (7/8) Epoch 18, batch 2700, giga_loss[loss=0.2219, simple_loss=0.3007, pruned_loss=0.07156, over 12364.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09861, over 256.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2841, pruned_loss=0.05413, over 2474690.61 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05963, over 17953.02 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.282, pruned_loss=0.04988, over 1863063.67 frames. utt_duration=1219 frames, utt_pad_proportion=0.06886, over 6118.72 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2835, pruned_loss=0.05459, over 2474604.47 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05817, over 19014.10 utterances.], batch size: 256, lr: 2.25e-04
2022-09-01 00:37:42,638 INFO [train.py:927] (7/8) Epoch 18, batch 2750, libri_loss[loss=0.2005, simple_loss=0.2977, pruned_loss=0.05162, over 12285.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.06647, over 51.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2855, pruned_loss=0.05441, over 2474999.36 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05914, over 18331.68 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2829, pruned_loss=0.0502, over 1883838.60 frames. utt_duration=1201 frames, utt_pad_proportion=0.07299, over 6283.26 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2845, pruned_loss=0.05469, over 2475228.64 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05669, over 19430.82 utterances.], batch size: 51, lr: 2.25e-04
2022-09-01 00:39:23,214 INFO [train.py:927] (7/8) Epoch 18, batch 2800, giga_loss[loss=0.2255, simple_loss=0.3189, pruned_loss=0.06607, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05518, over 2474818.58 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05771, over 18497.29 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2828, pruned_loss=0.05013, over 1895186.51 frames. utt_duration=1205 frames, utt_pad_proportion=0.07158, over 6298.56 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2862, pruned_loss=0.05554, over 2475354.64 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05618, over 19582.66 utterances.], batch size: 183, lr: 2.25e-04
2022-09-01 00:41:05,014 INFO [train.py:927] (7/8) Epoch 18, batch 2850, giga_loss[loss=0.1893, simple_loss=0.2787, pruned_loss=0.04993, over 12401.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04734, over 31.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2872, pruned_loss=0.05503, over 2474774.64 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05771, over 17690.55 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2826, pruned_loss=0.05, over 1906607.44 frames. utt_duration=1205 frames, utt_pad_proportion=0.07115, over 6339.37 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2869, pruned_loss=0.05549, over 2475282.04 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05646, over 18722.81 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 00:42:43,278 INFO [train.py:927] (7/8) Epoch 18, batch 2900, giga_loss[loss=0.2279, simple_loss=0.3109, pruned_loss=0.07247, over 12395.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06853, over 211.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2884, pruned_loss=0.05544, over 2475267.06 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06034, over 17847.06 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.283, pruned_loss=0.05017, over 1918103.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.06986, over 6361.40 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05579, over 2475481.95 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05954, over 18845.42 utterances.], batch size: 211, lr: 2.25e-04
2022-09-01 00:44:26,052 INFO [train.py:927] (7/8) Epoch 18, batch 2950, giga_loss[loss=0.1911, simple_loss=0.2797, pruned_loss=0.0513, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02593, over 91.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2881, pruned_loss=0.05538, over 2473977.02 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05882, over 17304.79 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2829, pruned_loss=0.05017, over 1931102.99 frames. utt_duration=1215 frames, utt_pad_proportion=0.06824, over 6366.36 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2879, pruned_loss=0.05578, over 2474815.81 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05867, over 18343.91 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 00:46:07,943 INFO [train.py:927] (7/8) Epoch 18, batch 3000, giga_loss[loss=0.1589, simple_loss=0.2386, pruned_loss=0.03962, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03365, over 43.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2852, pruned_loss=0.05459, over 2473945.52 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05515, over 16429.05 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05013, over 1936509.31 frames. utt_duration=1218 frames, utt_pad_proportion=0.06764, over 6365.70 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2854, pruned_loss=0.05498, over 2474614.06 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05538, over 17343.45 utterances.], batch size: 43, lr: 2.25e-04
2022-09-01 00:46:07,946 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 00:46:24,663 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1731, simple_loss=0.2829, pruned_loss=0.03159, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 00:48:01,673 INFO [train.py:927] (7/8) Epoch 18, batch 3050, giga_loss[loss=0.1896, simple_loss=0.2783, pruned_loss=0.05043, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03406, over 43.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2851, pruned_loss=0.05412, over 2474092.47 frames. utt_duration=607.1 frames, utt_pad_proportion=0.05166, over 16341.44 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05008, over 1952434.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.06571, over 6385.43 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2854, pruned_loss=0.05458, over 2474622.84 frames. utt_duration=573.1 frames, utt_pad_proportion=0.0525, over 17318.07 utterances.], batch size: 43, lr: 2.25e-04
2022-09-01 00:49:40,868 INFO [train.py:927] (7/8) Epoch 18, batch 3100, giga_loss[loss=0.225, simple_loss=0.3082, pruned_loss=0.07092, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05421, over 162.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2861, pruned_loss=0.05409, over 2474087.44 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05566, over 17131.14 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2823, pruned_loss=0.05001, over 1965240.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.06413, over 6404.55 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2865, pruned_loss=0.05459, over 2474625.35 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05654, over 18120.65 utterances.], batch size: 162, lr: 2.25e-04
2022-09-01 00:51:18,846 INFO [train.py:927] (7/8) Epoch 18, batch 3150, giga_loss[loss=0.2207, simple_loss=0.316, pruned_loss=0.06269, over 12323.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.0346, over 51.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2858, pruned_loss=0.05527, over 2474401.03 frames. utt_duration=588 frames, utt_pad_proportion=0.05316, over 16874.16 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05006, over 1975224.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06404, over 6444.88 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.286, pruned_loss=0.05571, over 2474954.04 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05396, over 17814.71 utterances.], batch size: 51, lr: 2.25e-04
2022-09-01 00:52:59,776 INFO [train.py:927] (7/8) Epoch 18, batch 3200, giga_loss[loss=0.1634, simple_loss=0.2439, pruned_loss=0.04142, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04012, over 33.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2837, pruned_loss=0.05497, over 2474226.23 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05198, over 16804.67 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2827, pruned_loss=0.05022, over 1982531.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06311, over 6452.15 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2838, pruned_loss=0.05527, over 2474803.86 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05289, over 17673.06 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:54:37,782 INFO [train.py:927] (7/8) Epoch 18, batch 3250, giga_loss[loss=0.1704, simple_loss=0.257, pruned_loss=0.04185, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2811, pruned_loss=0.05373, over 2474260.35 frames. utt_duration=597.2 frames, utt_pad_proportion=0.04949, over 16615.38 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.0504, over 1994680.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06197, over 6493.48 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2808, pruned_loss=0.05392, over 2474762.52 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0506, over 17508.49 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 00:56:14,949 INFO [train.py:927] (7/8) Epoch 18, batch 3300, giga_loss[loss=0.179, simple_loss=0.2717, pruned_loss=0.04318, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2767, pruned_loss=0.05215, over 2473774.54 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05017, over 16194.22 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05023, over 2003892.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06103, over 6490.64 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2767, pruned_loss=0.05247, over 2474443.47 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05126, over 17076.99 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 00:57:54,144 INFO [train.py:927] (7/8) Epoch 18, batch 3350, giga_loss[loss=0.1894, simple_loss=0.2748, pruned_loss=0.05193, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03575, over 86.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2783, pruned_loss=0.05298, over 2474248.27 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05515, over 16832.03 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05039, over 2015389.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06558, over 6610.20 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2778, pruned_loss=0.05317, over 2474936.50 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05424, over 17672.71 utterances.], batch size: 86, lr: 2.25e-04
2022-09-01 00:59:35,843 INFO [train.py:927] (7/8) Epoch 18, batch 3400, giga_loss[loss=0.1975, simple_loss=0.2874, pruned_loss=0.05376, over 12446.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03703, over 43.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2807, pruned_loss=0.05387, over 2473364.54 frames. utt_duration=596 frames, utt_pad_proportion=0.05519, over 16643.28 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05025, over 2021916.33 frames. utt_duration=1225 frames, utt_pad_proportion=0.06468, over 6611.03 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2804, pruned_loss=0.05416, over 2474182.48 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05472, over 17447.51 utterances.], batch size: 43, lr: 2.25e-04
2022-09-01 01:01:15,527 INFO [train.py:927] (7/8) Epoch 18, batch 3450, giga_loss[loss=0.2139, simple_loss=0.3002, pruned_loss=0.06378, over 12440.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04378, over 114.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2836, pruned_loss=0.05507, over 2473131.15 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05335, over 16603.01 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05049, over 2035104.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06304, over 6633.17 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2832, pruned_loss=0.05526, over 2473969.16 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05353, over 17505.63 utterances.], batch size: 114, lr: 2.25e-04
2022-09-01 01:02:59,679 INFO [train.py:927] (7/8) Epoch 18, batch 3500, giga_loss[loss=0.2781, simple_loss=0.341, pruned_loss=0.1076, over 12364.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03671, over 122.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.289, pruned_loss=0.05924, over 2473090.66 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06232, over 17753.43 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05051, over 2053932.91 frames. utt_duration=1234 frames, utt_pad_proportion=0.06135, over 6665.81 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2889, pruned_loss=0.05955, over 2474207.82 frames. utt_duration=526.7 frames, utt_pad_proportion=0.0623, over 18844.31 utterances.], batch size: 122, lr: 2.25e-04
2022-09-01 01:04:48,161 INFO [train.py:927] (7/8) Epoch 18, batch 3550, giga_loss[loss=0.2216, simple_loss=0.3055, pruned_loss=0.06879, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.294, pruned_loss=0.06231, over 2474092.06 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06341, over 18245.93 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05064, over 2060100.87 frames. utt_duration=1238 frames, utt_pad_proportion=0.06074, over 6663.85 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2942, pruned_loss=0.0626, over 2475061.22 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06352, over 19269.54 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 01:06:33,034 INFO [train.py:927] (7/8) Epoch 18, batch 3600, libri_loss[loss=0.1751, simple_loss=0.2747, pruned_loss=0.03774, over 12435.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00704, over 32.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2994, pruned_loss=0.06608, over 2474350.08 frames. utt_duration=520.4 frames, utt_pad_proportion=0.07059, over 19073.90 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05059, over 2068350.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.05973, over 6680.36 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2996, pruned_loss=0.06659, over 2475085.94 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07073, over 20088.52 utterances.], batch size: 32, lr: 2.25e-04
2022-09-01 01:08:14,819 INFO [train.py:927] (7/8) Epoch 18, batch 3650, giga_loss[loss=0.2186, simple_loss=0.3027, pruned_loss=0.06727, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3028, pruned_loss=0.06827, over 2473803.24 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07108, over 19216.48 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05037, over 2085859.68 frames. utt_duration=1242 frames, utt_pad_proportion=0.05943, over 6728.40 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06955, over 2474728.46 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07142, over 20504.28 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 01:09:55,693 INFO [train.py:927] (7/8) Epoch 18, batch 3700, giga_loss[loss=0.3157, simple_loss=0.3776, pruned_loss=0.1269, over 12410.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07213, over 212.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3067, pruned_loss=0.07179, over 2472842.78 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07254, over 19799.47 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.05024, over 2098218.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.05766, over 6723.97 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3086, pruned_loss=0.0735, over 2474480.33 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07332, over 21233.83 utterances.], batch size: 212, lr: 2.25e-04
2022-09-01 01:11:42,444 INFO [train.py:927] (7/8) Epoch 18, batch 3750, libri_loss[loss=0.2043, simple_loss=0.294, pruned_loss=0.05733, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005946, over 34.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3132, pruned_loss=0.07732, over 2473706.56 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07559, over 21143.00 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.0503, over 2111189.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.057, over 6754.06 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3156, pruned_loss=0.07946, over 2475011.96 frames. utt_duration=437 frames, utt_pad_proportion=0.07642, over 22728.96 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 01:13:26,847 INFO [train.py:927] (7/8) Epoch 18, batch 3800, giga_loss[loss=0.2309, simple_loss=0.319, pruned_loss=0.07138, over 12319.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3129, pruned_loss=0.07717, over 2473067.52 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07445, over 20519.39 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05047, over 2125138.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05599, over 6792.80 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.07972, over 2474382.90 frames. utt_duration=446 frames, utt_pad_proportion=0.07574, over 22266.37 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 01:15:10,354 INFO [train.py:927] (7/8) Epoch 18, batch 3850, giga_loss[loss=0.2769, simple_loss=0.3353, pruned_loss=0.1093, over 12347.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2086, over 371.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3137, pruned_loss=0.0782, over 2472906.91 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07673, over 21461.99 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2826, pruned_loss=0.05041, over 2126733.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.05589, over 6785.84 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08038, over 2474076.32 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07761, over 22906.44 utterances.], batch size: 371, lr: 2.25e-04
2022-09-01 01:16:52,006 INFO [train.py:927] (7/8) Epoch 18, batch 3900, giga_loss[loss=0.2417, simple_loss=0.3238, pruned_loss=0.07984, over 12376.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3159, pruned_loss=0.07953, over 2472990.52 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08071, over 22582.80 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2823, pruned_loss=0.05048, over 2136418.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05478, over 6796.48 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08196, over 2474416.91 frames. utt_duration=411.6 frames, utt_pad_proportion=0.08158, over 24129.80 utterances.], batch size: 145, lr: 2.25e-04
2022-09-01 01:18:37,757 INFO [train.py:927] (7/8) Epoch 18, batch 3950, giga_loss[loss=0.2378, simple_loss=0.3237, pruned_loss=0.07597, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03468, over 123.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3159, pruned_loss=0.07935, over 2473398.58 frames. utt_duration=421.7 frames, utt_pad_proportion=0.08329, over 23545.79 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05039, over 2142807.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05393, over 6790.65 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3191, pruned_loss=0.08186, over 2474779.08 frames. utt_duration=396.3 frames, utt_pad_proportion=0.08416, over 25071.51 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 01:20:24,210 INFO [train.py:927] (7/8) Epoch 18, batch 4000, giga_loss[loss=0.1964, simple_loss=0.2891, pruned_loss=0.05188, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04485, over 31.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3132, pruned_loss=0.07598, over 2474232.38 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08112, over 22915.24 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05056, over 2146080.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05344, over 6791.75 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3158, pruned_loss=0.07807, over 2475337.90 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08212, over 24251.43 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 01:22:06,090 INFO [train.py:927] (7/8) Epoch 18, batch 4050, giga_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05541, over 12463.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03006, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3107, pruned_loss=0.07399, over 2474457.72 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08148, over 22636.34 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.05054, over 2160306.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05727, over 6901.24 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3139, pruned_loss=0.07669, over 2475593.02 frames. utt_duration=409.4 frames, utt_pad_proportion=0.08169, over 24274.65 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 01:23:49,902 INFO [train.py:927] (7/8) Epoch 18, batch 4100, giga_loss[loss=0.2899, simple_loss=0.3491, pruned_loss=0.1153, over 12381.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3097, pruned_loss=0.07323, over 2474416.24 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07919, over 21702.32 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.0506, over 2167912.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.05602, over 6904.67 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3128, pruned_loss=0.07585, over 2475479.45 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07999, over 23346.26 utterances.], batch size: 258, lr: 2.25e-04
2022-09-01 01:25:38,078 INFO [train.py:927] (7/8) Epoch 18, batch 4150, giga_loss[loss=0.2174, simple_loss=0.3177, pruned_loss=0.05852, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3093, pruned_loss=0.07201, over 2474510.08 frames. utt_duration=450.9 frames, utt_pad_proportion=0.08021, over 22024.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.05062, over 2175178.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05536, over 6934.55 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3123, pruned_loss=0.07455, over 2475644.34 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08109, over 23618.19 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 01:27:22,860 INFO [train.py:927] (7/8) Epoch 18, batch 4200, giga_loss[loss=0.22, simple_loss=0.3054, pruned_loss=0.06735, over 12275.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02702, over 42.00 utterances.], tot_loss[loss=0.226, simple_loss=0.31, pruned_loss=0.071, over 2474405.77 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0745, over 21310.64 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2826, pruned_loss=0.0505, over 2185124.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.05393, over 6940.70 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3133, pruned_loss=0.07379, over 2475661.58 frames. utt_duration=431.2 frames, utt_pad_proportion=0.0762, over 23043.34 utterances.], batch size: 42, lr: 2.25e-04
2022-09-01 01:29:04,689 INFO [train.py:927] (7/8) Epoch 18, batch 4250, giga_loss[loss=0.1911, simple_loss=0.272, pruned_loss=0.05515, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04672, over 31.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3085, pruned_loss=0.0703, over 2473824.99 frames. utt_duration=475 frames, utt_pad_proportion=0.07141, over 20897.37 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2823, pruned_loss=0.05043, over 2194225.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05238, over 6925.97 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3122, pruned_loss=0.07324, over 2475600.19 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07362, over 22744.95 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 01:30:48,780 INFO [train.py:927] (7/8) Epoch 18, batch 4300, giga_loss[loss=0.1992, simple_loss=0.2867, pruned_loss=0.0558, over 12339.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3068, pruned_loss=0.07021, over 2473839.35 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07271, over 20858.84 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2825, pruned_loss=0.05063, over 2204911.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05677, over 7035.30 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3105, pruned_loss=0.07314, over 2475549.12 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07353, over 22760.17 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 01:32:35,510 INFO [train.py:927] (7/8) Epoch 18, batch 4350, giga_loss[loss=0.2185, simple_loss=0.3052, pruned_loss=0.06595, over 12415.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3061, pruned_loss=0.06988, over 2474153.57 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07699, over 21085.61 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2826, pruned_loss=0.0508, over 2211648.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05572, over 7043.36 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3095, pruned_loss=0.07252, over 2475431.52 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07782, over 22924.11 utterances.], batch size: 122, lr: 2.25e-04
2022-09-01 01:34:19,150 INFO [train.py:927] (7/8) Epoch 18, batch 4400, libri_loss[loss=0.1867, simple_loss=0.293, pruned_loss=0.04023, over 12456.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03242, over 46.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3066, pruned_loss=0.06973, over 2473656.76 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07812, over 21176.75 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.0506, over 2215495.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05514, over 7046.75 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3098, pruned_loss=0.07223, over 2474704.94 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07894, over 22809.06 utterances.], batch size: 46, lr: 2.24e-04
2022-09-01 01:36:06,991 INFO [train.py:927] (7/8) Epoch 18, batch 4450, giga_loss[loss=0.2287, simple_loss=0.3072, pruned_loss=0.07514, over 12445.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03362, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3052, pruned_loss=0.06935, over 2474286.82 frames. utt_duration=468 frames, utt_pad_proportion=0.0761, over 21215.46 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.05058, over 2223128.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05422, over 7050.97 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3084, pruned_loss=0.07189, over 2475150.13 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07735, over 22907.95 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 01:37:53,747 INFO [train.py:927] (7/8) Epoch 18, batch 4500, libri_loss[loss=0.1857, simple_loss=0.2813, pruned_loss=0.04502, over 12467.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004845, over 35.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.305, pruned_loss=0.06959, over 2475488.78 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07355, over 21262.34 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05075, over 2228202.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.05871, over 7154.25 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3076, pruned_loss=0.07181, over 2476095.32 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07363, over 22769.75 utterances.], batch size: 35, lr: 2.24e-04
2022-09-01 01:39:40,460 INFO [train.py:927] (7/8) Epoch 18, batch 4550, giga_loss[loss=0.2315, simple_loss=0.3066, pruned_loss=0.07825, over 12312.00 frames. utt_duration=625 frames, utt_pad_proportion=0.0265, over 79.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06882, over 2474791.13 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07392, over 20878.65 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.0507, over 2230556.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05823, over 7155.68 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07078, over 2475373.90 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07417, over 22192.95 utterances.], batch size: 79, lr: 2.24e-04
2022-09-01 01:41:27,983 INFO [train.py:927] (7/8) Epoch 18, batch 4600, giga_loss[loss=0.2292, simple_loss=0.3106, pruned_loss=0.07387, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07547, over 212.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3031, pruned_loss=0.06911, over 2475137.04 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08162, over 21534.79 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2833, pruned_loss=0.05079, over 2237781.87 frames. utt_duration=1241 frames, utt_pad_proportion=0.06062, over 7224.29 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3051, pruned_loss=0.07112, over 2475625.50 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08106, over 22926.59 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 01:43:14,372 INFO [train.py:927] (7/8) Epoch 18, batch 4650, giga_loss[loss=0.1895, simple_loss=0.2931, pruned_loss=0.04298, over 12388.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3018, pruned_loss=0.06769, over 2474464.50 frames. utt_duration=471.8 frames, utt_pad_proportion=0.08113, over 21042.97 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.283, pruned_loss=0.05075, over 2242018.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.06077, over 7233.98 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06964, over 2475254.27 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08079, over 22393.46 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 01:45:02,778 INFO [train.py:927] (7/8) Epoch 18, batch 4700, giga_loss[loss=0.2319, simple_loss=0.31, pruned_loss=0.07693, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06082, over 182.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3021, pruned_loss=0.06797, over 2474302.12 frames. utt_duration=474 frames, utt_pad_proportion=0.07771, over 20945.67 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05102, over 2245345.11 frames. utt_duration=1241 frames, utt_pad_proportion=0.06012, over 7243.38 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06951, over 2475044.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07788, over 22175.69 utterances.], batch size: 182, lr: 2.24e-04
2022-09-01 01:46:48,255 INFO [train.py:927] (7/8) Epoch 18, batch 4750, giga_loss[loss=0.2657, simple_loss=0.3318, pruned_loss=0.0998, over 12401.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06954, over 2474227.65 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07577, over 20573.28 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05098, over 2248591.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.05941, over 7231.78 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3052, pruned_loss=0.07105, over 2474987.26 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0763, over 21748.80 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 01:48:33,789 INFO [train.py:927] (7/8) Epoch 18, batch 4800, giga_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07425, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3043, pruned_loss=0.07055, over 2473752.82 frames. utt_duration=494.3 frames, utt_pad_proportion=0.0714, over 20076.15 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2838, pruned_loss=0.05115, over 2251789.32 frames. utt_duration=1244 frames, utt_pad_proportion=0.05902, over 7249.27 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3055, pruned_loss=0.07187, over 2474502.82 frames. utt_duration=469 frames, utt_pad_proportion=0.07221, over 21170.98 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 01:50:16,265 INFO [train.py:927] (7/8) Epoch 18, batch 4850, giga_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05651, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03121, over 39.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3035, pruned_loss=0.06972, over 2474080.57 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06634, over 19689.14 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2841, pruned_loss=0.05124, over 2255347.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.05863, over 7272.38 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07095, over 2474448.31 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06741, over 20710.07 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 01:52:00,014 INFO [train.py:927] (7/8) Epoch 18, batch 4900, giga_loss[loss=0.2207, simple_loss=0.3007, pruned_loss=0.07029, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3033, pruned_loss=0.06876, over 2474079.53 frames. utt_duration=503.7 frames, utt_pad_proportion=0.0663, over 19706.22 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2841, pruned_loss=0.05115, over 2257628.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.05812, over 7268.67 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3043, pruned_loss=0.06997, over 2474271.24 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06733, over 20626.25 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 01:53:46,905 INFO [train.py:927] (7/8) Epoch 18, batch 4950, giga_loss[loss=0.203, simple_loss=0.2868, pruned_loss=0.05956, over 12385.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3022, pruned_loss=0.06879, over 2473604.10 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06466, over 19355.79 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2839, pruned_loss=0.05111, over 2260647.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.05771, over 7271.74 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3033, pruned_loss=0.07001, over 2473944.35 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06572, over 20242.49 utterances.], batch size: 85, lr: 2.24e-04
2022-09-01 01:55:32,112 INFO [train.py:927] (7/8) Epoch 18, batch 5000, giga_loss[loss=0.2497, simple_loss=0.344, pruned_loss=0.07776, over 12409.00 frames. utt_duration=437 frames, utt_pad_proportion=0.04577, over 114.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3052, pruned_loss=0.07062, over 2473335.60 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07197, over 20785.37 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05082, over 2267364.10 frames. utt_duration=1252 frames, utt_pad_proportion=0.05629, over 7254.45 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07237, over 2474156.05 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0729, over 21884.79 utterances.], batch size: 114, lr: 2.24e-04
2022-09-01 01:57:21,463 INFO [train.py:927] (7/8) Epoch 18, batch 5050, libri_loss[loss=0.2433, simple_loss=0.3326, pruned_loss=0.07698, over 12372.00 frames. utt_duration=451.5 frames, utt_pad_proportion=0.2957, over 110.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.307, pruned_loss=0.06988, over 2474818.28 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06885, over 20798.25 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05074, over 2271668.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.0593, over 7310.54 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3089, pruned_loss=0.07167, over 2475297.44 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0688, over 21858.93 utterances.], batch size: 110, lr: 2.24e-04
2022-09-01 01:59:04,181 INFO [train.py:927] (7/8) Epoch 18, batch 5100, giga_loss[loss=0.2184, simple_loss=0.3045, pruned_loss=0.0661, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03603, over 37.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3067, pruned_loss=0.06994, over 2474193.47 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06451, over 19952.62 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.05035, over 2279647.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05801, over 7293.14 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3098, pruned_loss=0.07239, over 2474586.52 frames. utt_duration=466.3 frames, utt_pad_proportion=0.0652, over 21292.55 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 02:00:52,048 INFO [train.py:927] (7/8) Epoch 18, batch 5150, giga_loss[loss=0.2235, simple_loss=0.3067, pruned_loss=0.07018, over 12469.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02733, over 55.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3076, pruned_loss=0.07154, over 2474315.58 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06819, over 20106.68 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05042, over 2283315.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05712, over 7292.36 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3103, pruned_loss=0.07382, over 2474815.34 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0689, over 21410.63 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 02:02:37,957 INFO [train.py:927] (7/8) Epoch 18, batch 5200, giga_loss[loss=0.2177, simple_loss=0.2976, pruned_loss=0.0689, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3078, pruned_loss=0.07256, over 2474541.20 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0708, over 20360.99 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2832, pruned_loss=0.05069, over 2288649.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05593, over 7298.27 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3103, pruned_loss=0.07476, over 2475249.20 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07165, over 21742.54 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 02:04:25,654 INFO [train.py:927] (7/8) Epoch 18, batch 5250, giga_loss[loss=0.2076, simple_loss=0.2969, pruned_loss=0.05913, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02629, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07287, over 2474542.50 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06974, over 19951.66 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05068, over 2294660.34 frames. utt_duration=1251 frames, utt_pad_proportion=0.05928, over 7344.56 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3103, pruned_loss=0.07534, over 2475491.98 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06956, over 21425.54 utterances.], batch size: 48, lr: 2.24e-04
2022-09-01 02:06:09,905 INFO [train.py:927] (7/8) Epoch 18, batch 5300, giga_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06489, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03452, over 39.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07253, over 2474776.60 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07279, over 20176.71 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05068, over 2300197.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.0582, over 7345.26 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07508, over 2475364.29 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07287, over 21681.97 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 02:07:53,506 INFO [train.py:927] (7/8) Epoch 18, batch 5350, giga_loss[loss=0.1956, simple_loss=0.2897, pruned_loss=0.05074, over 12463.00 frames. utt_duration=666 frames, utt_pad_proportion=0.02912, over 75.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3055, pruned_loss=0.07221, over 2475020.15 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07196, over 19841.00 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05076, over 2303689.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.05823, over 7372.34 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07453, over 2475467.89 frames. utt_duration=468 frames, utt_pad_proportion=0.07214, over 21222.47 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 02:09:39,849 INFO [train.py:927] (7/8) Epoch 18, batch 5400, libri_loss[loss=0.1686, simple_loss=0.2566, pruned_loss=0.04032, over 12248.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.03664, over 27.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3062, pruned_loss=0.07207, over 2474816.84 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07515, over 20233.73 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05061, over 2306688.87 frames. utt_duration=1256 frames, utt_pad_proportion=0.05748, over 7353.04 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07446, over 2475555.35 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07548, over 21600.12 utterances.], batch size: 27, lr: 2.24e-04
2022-09-01 02:11:26,379 INFO [train.py:927] (7/8) Epoch 18, batch 5450, giga_loss[loss=0.2028, simple_loss=0.3065, pruned_loss=0.04956, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3071, pruned_loss=0.07124, over 2475252.16 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0732, over 20000.16 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05064, over 2309018.55 frames. utt_duration=1256 frames, utt_pad_proportion=0.05688, over 7361.77 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3095, pruned_loss=0.07338, over 2475990.27 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07383, over 21242.12 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:13:10,102 INFO [train.py:927] (7/8) Epoch 18, batch 5500, giga_loss[loss=0.2176, simple_loss=0.3143, pruned_loss=0.06049, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3082, pruned_loss=0.07002, over 2474258.19 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06998, over 19089.69 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05059, over 2312340.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05598, over 7355.56 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3106, pruned_loss=0.07212, over 2474804.07 frames. utt_duration=489 frames, utt_pad_proportion=0.07108, over 20303.81 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 02:14:51,718 INFO [train.py:927] (7/8) Epoch 18, batch 5550, libri_loss[loss=0.1627, simple_loss=0.2509, pruned_loss=0.03731, over 12460.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009668, over 29.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3105, pruned_loss=0.07215, over 2475341.39 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06833, over 19180.70 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2832, pruned_loss=0.0506, over 2317527.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06057, over 7464.03 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3129, pruned_loss=0.0744, over 2475440.55 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06797, over 20379.29 utterances.], batch size: 29, lr: 2.24e-04
2022-09-01 02:16:36,404 INFO [train.py:927] (7/8) Epoch 18, batch 5600, giga_loss[loss=0.2004, simple_loss=0.285, pruned_loss=0.05787, over 12364.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.311, pruned_loss=0.07293, over 2474393.56 frames. utt_duration=515 frames, utt_pad_proportion=0.06804, over 19273.29 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.0505, over 2320493.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.05962, over 7460.74 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3135, pruned_loss=0.07518, over 2474618.44 frames. utt_duration=486 frames, utt_pad_proportion=0.06809, over 20428.02 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 02:18:20,536 INFO [train.py:927] (7/8) Epoch 18, batch 5650, giga_loss[loss=0.2325, simple_loss=0.3193, pruned_loss=0.0728, over 12425.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04602, over 161.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3109, pruned_loss=0.07154, over 2474739.80 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06479, over 19364.97 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05064, over 2325738.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.05881, over 7471.90 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3136, pruned_loss=0.07392, over 2474978.13 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06536, over 20662.32 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 02:20:04,671 INFO [train.py:927] (7/8) Epoch 18, batch 5700, giga_loss[loss=0.2409, simple_loss=0.3231, pruned_loss=0.0794, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05088, over 162.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3105, pruned_loss=0.07043, over 2474546.33 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06466, over 18904.13 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.05038, over 2329518.74 frames. utt_duration=1254 frames, utt_pad_proportion=0.0577, over 7437.12 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3137, pruned_loss=0.07309, over 2475310.30 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0656, over 20288.53 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 02:21:54,092 INFO [train.py:927] (7/8) Epoch 18, batch 5750, giga_loss[loss=0.3268, simple_loss=0.4062, pruned_loss=0.1237, over 12360.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02627, over 66.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3115, pruned_loss=0.07223, over 2474861.73 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07356, over 19851.51 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.284, pruned_loss=0.05048, over 2332756.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05664, over 7422.29 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3139, pruned_loss=0.07472, over 2475768.35 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07412, over 21216.61 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 02:23:39,227 INFO [train.py:927] (7/8) Epoch 18, batch 5800, giga_loss[loss=0.198, simple_loss=0.2832, pruned_loss=0.05642, over 12335.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.02975, over 97.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3099, pruned_loss=0.07202, over 2475211.01 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06994, over 20030.37 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2839, pruned_loss=0.05042, over 2338802.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05467, over 7408.35 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07497, over 2476170.76 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07144, over 21675.40 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 02:25:25,919 INFO [train.py:927] (7/8) Epoch 18, batch 5850, giga_loss[loss=0.1979, simple_loss=0.2782, pruned_loss=0.05882, over 12337.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.0346, over 62.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3093, pruned_loss=0.07258, over 2475457.54 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07064, over 20383.68 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2844, pruned_loss=0.05069, over 2342199.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05362, over 7412.03 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3119, pruned_loss=0.0752, over 2476194.94 frames. utt_duration=452 frames, utt_pad_proportion=0.07222, over 21985.11 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:27:05,755 INFO [train.py:927] (7/8) Epoch 18, batch 5900, libri_loss[loss=0.1478, simple_loss=0.2311, pruned_loss=0.03232, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01035, over 28.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.07177, over 2475221.56 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07081, over 20898.06 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2839, pruned_loss=0.05052, over 2345149.23 frames. utt_duration=1270 frames, utt_pad_proportion=0.05264, over 7392.91 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3101, pruned_loss=0.07451, over 2476116.15 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07244, over 22496.98 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 02:28:49,307 INFO [train.py:927] (7/8) Epoch 18, batch 5950, giga_loss[loss=0.2247, simple_loss=0.3115, pruned_loss=0.0689, over 12358.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04055, over 145.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3053, pruned_loss=0.0702, over 2475164.23 frames. utt_duration=462 frames, utt_pad_proportion=0.06996, over 21499.58 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2837, pruned_loss=0.05044, over 2348549.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05237, over 7402.18 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3085, pruned_loss=0.073, over 2476303.36 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07151, over 23143.86 utterances.], batch size: 145, lr: 2.24e-04
2022-09-01 02:30:41,361 INFO [train.py:927] (7/8) Epoch 18, batch 6000, giga_loss[loss=0.1789, simple_loss=0.2578, pruned_loss=0.04997, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03273, over 45.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3033, pruned_loss=0.0696, over 2473724.59 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06814, over 20948.64 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2837, pruned_loss=0.05052, over 2350244.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05217, over 7412.98 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07201, over 2474787.85 frames. utt_duration=443 frames, utt_pad_proportion=0.06968, over 22422.40 utterances.], batch size: 45, lr: 2.24e-04
2022-09-01 02:30:41,362 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 02:30:54,899 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1789, simple_loss=0.2867, pruned_loss=0.03556, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 02:32:36,918 INFO [train.py:927] (7/8) Epoch 18, batch 6050, giga_loss[loss=0.2273, simple_loss=0.3156, pruned_loss=0.06947, over 12334.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02728, over 74.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3031, pruned_loss=0.06956, over 2473957.48 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07294, over 21151.77 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2837, pruned_loss=0.05052, over 2353155.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05114, over 7405.65 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.07191, over 2474937.34 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07427, over 22631.01 utterances.], batch size: 74, lr: 2.24e-04
2022-09-01 02:34:17,240 INFO [train.py:927] (7/8) Epoch 18, batch 6100, libri_loss[loss=0.211, simple_loss=0.31, pruned_loss=0.05602, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008752, over 38.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06983, over 2473780.50 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07432, over 20606.88 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.284, pruned_loss=0.05072, over 2357239.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.04998, over 7408.24 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07219, over 2474643.54 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07598, over 22242.17 utterances.], batch size: 38, lr: 2.24e-04
2022-09-01 02:36:00,436 INFO [train.py:927] (7/8) Epoch 18, batch 6150, giga_loss[loss=0.2294, simple_loss=0.3077, pruned_loss=0.0756, over 12255.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07022, over 2473282.15 frames. utt_duration=470.5 frames, utt_pad_proportion=0.0757, over 21094.62 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2839, pruned_loss=0.05057, over 2358813.07 frames. utt_duration=1276 frames, utt_pad_proportion=0.04947, over 7404.14 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3063, pruned_loss=0.07244, over 2474105.69 frames. utt_duration=440 frames, utt_pad_proportion=0.07718, over 22566.87 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 02:37:39,583 INFO [train.py:927] (7/8) Epoch 18, batch 6200, giga_loss[loss=0.217, simple_loss=0.297, pruned_loss=0.06848, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02943, over 42.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3034, pruned_loss=0.06957, over 2473151.71 frames. utt_duration=485 frames, utt_pad_proportion=0.07347, over 20460.99 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2831, pruned_loss=0.05019, over 2365628.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.04901, over 7441.69 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07292, over 2474218.90 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07551, over 22453.46 utterances.], batch size: 42, lr: 2.24e-04
2022-09-01 02:39:26,823 INFO [train.py:927] (7/8) Epoch 18, batch 6250, giga_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08304, over 12367.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03454, over 80.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3056, pruned_loss=0.07141, over 2472610.98 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07649, over 20940.07 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.0501, over 2366801.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.04847, over 7429.14 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3092, pruned_loss=0.07444, over 2473860.08 frames. utt_duration=437 frames, utt_pad_proportion=0.07816, over 22722.84 utterances.], batch size: 80, lr: 2.24e-04
2022-09-01 02:41:12,558 INFO [train.py:927] (7/8) Epoch 18, batch 6300, giga_loss[loss=0.2191, simple_loss=0.3122, pruned_loss=0.06302, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03932, over 113.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3062, pruned_loss=0.07075, over 2472366.64 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07454, over 20514.01 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05035, over 2369438.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.04749, over 7439.08 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.07351, over 2473797.41 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07654, over 22269.92 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 02:42:52,749 INFO [train.py:927] (7/8) Epoch 18, batch 6350, giga_loss[loss=0.2387, simple_loss=0.3044, pruned_loss=0.08649, over 12382.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02733, over 91.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3055, pruned_loss=0.07013, over 2473092.58 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07169, over 20735.46 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2833, pruned_loss=0.05044, over 2371950.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.04665, over 7421.16 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3085, pruned_loss=0.07272, over 2474286.72 frames. utt_duration=442 frames, utt_pad_proportion=0.07392, over 22464.13 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 02:44:34,103 INFO [train.py:927] (7/8) Epoch 18, batch 6400, giga_loss[loss=0.194, simple_loss=0.2767, pruned_loss=0.05568, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3043, pruned_loss=0.07019, over 2473135.97 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07619, over 21292.61 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05031, over 2374484.34 frames. utt_duration=1282 frames, utt_pad_proportion=0.04623, over 7416.47 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3075, pruned_loss=0.07282, over 2474074.43 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07796, over 22996.67 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 02:46:15,162 INFO [train.py:927] (7/8) Epoch 18, batch 6450, giga_loss[loss=0.2335, simple_loss=0.3109, pruned_loss=0.07805, over 12421.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3043, pruned_loss=0.07116, over 2473462.17 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07753, over 21730.11 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05029, over 2376370.41 frames. utt_duration=1283 frames, utt_pad_proportion=0.04576, over 7415.08 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3072, pruned_loss=0.07363, over 2474267.40 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07917, over 23339.00 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 02:47:57,390 INFO [train.py:927] (7/8) Epoch 18, batch 6500, libri_loss[loss=0.2322, simple_loss=0.333, pruned_loss=0.06569, over 12366.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01063, over 38.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3054, pruned_loss=0.07227, over 2473420.24 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08213, over 21819.10 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05056, over 2378417.88 frames. utt_duration=1270 frames, utt_pad_proportion=0.04975, over 7498.93 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3077, pruned_loss=0.07439, over 2473955.99 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08234, over 23286.66 utterances.], batch size: 38, lr: 2.24e-04
2022-09-01 02:49:40,525 INFO [train.py:927] (7/8) Epoch 18, batch 6550, giga_loss[loss=0.222, simple_loss=0.3028, pruned_loss=0.07063, over 12427.00 frames. utt_duration=513.9 frames, utt_pad_proportion=0.02661, over 97.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3067, pruned_loss=0.07325, over 2473370.61 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08087, over 22294.59 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05041, over 2379439.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.04923, over 7478.56 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07533, over 2474112.57 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08137, over 23660.43 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 02:51:21,230 INFO [train.py:927] (7/8) Epoch 18, batch 6600, giga_loss[loss=0.2128, simple_loss=0.2962, pruned_loss=0.06468, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.0569, over 162.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3069, pruned_loss=0.07382, over 2473247.35 frames. utt_duration=451.8 frames, utt_pad_proportion=0.077, over 21967.45 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05038, over 2382193.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.04789, over 7469.87 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3096, pruned_loss=0.07626, over 2474294.07 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0783, over 23541.90 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 02:53:06,325 INFO [train.py:927] (7/8) Epoch 18, batch 6650, giga_loss[loss=0.2124, simple_loss=0.2971, pruned_loss=0.06386, over 12365.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3072, pruned_loss=0.07409, over 2473808.02 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0786, over 22070.85 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05036, over 2384200.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.0478, over 7479.26 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3098, pruned_loss=0.07658, over 2474877.28 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07976, over 23647.87 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 02:54:52,166 INFO [train.py:927] (7/8) Epoch 18, batch 6700, giga_loss[loss=0.315, simple_loss=0.3658, pruned_loss=0.1321, over 12395.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1133, over 261.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3076, pruned_loss=0.07452, over 2474643.22 frames. utt_duration=454 frames, utt_pad_proportion=0.07839, over 21874.33 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05029, over 2386348.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.05172, over 7540.53 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3105, pruned_loss=0.0771, over 2475572.50 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07852, over 23402.41 utterances.], batch size: 261, lr: 2.24e-04
2022-09-01 02:56:35,549 INFO [train.py:927] (7/8) Epoch 18, batch 6750, libri_loss[loss=0.1817, simple_loss=0.2641, pruned_loss=0.04969, over 12169.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006847, over 33.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.308, pruned_loss=0.0749, over 2474865.45 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07417, over 21116.93 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05026, over 2388473.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.05192, over 7569.87 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3111, pruned_loss=0.07764, over 2476087.35 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07471, over 22692.61 utterances.], batch size: 33, lr: 2.24e-04
2022-09-01 02:58:19,507 INFO [train.py:927] (7/8) Epoch 18, batch 6800, giga_loss[loss=0.2321, simple_loss=0.3184, pruned_loss=0.07292, over 12357.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03168, over 85.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07454, over 2474334.80 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07005, over 20820.63 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2825, pruned_loss=0.05012, over 2389735.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.05129, over 7544.66 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3118, pruned_loss=0.07725, over 2475672.90 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07104, over 22321.96 utterances.], batch size: 85, lr: 2.24e-04
2022-09-01 02:59:59,513 INFO [train.py:927] (7/8) Epoch 18, batch 6850, giga_loss[loss=0.1962, simple_loss=0.2849, pruned_loss=0.05374, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03719, over 105.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.308, pruned_loss=0.07336, over 2474558.59 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06805, over 20464.81 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2827, pruned_loss=0.0501, over 2391508.52 frames. utt_duration=1265 frames, utt_pad_proportion=0.05141, over 7568.72 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3108, pruned_loss=0.07599, over 2475537.14 frames. utt_duration=454 frames, utt_pad_proportion=0.06905, over 21881.15 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:01:39,870 INFO [train.py:927] (7/8) Epoch 18, batch 6900, giga_loss[loss=0.2191, simple_loss=0.3068, pruned_loss=0.06574, over 12444.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04309, over 114.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3076, pruned_loss=0.073, over 2474666.71 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06786, over 20739.18 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04985, over 2393659.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.05058, over 7550.79 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3105, pruned_loss=0.07581, over 2475374.91 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06906, over 22170.48 utterances.], batch size: 114, lr: 2.24e-04
2022-09-01 03:03:24,702 INFO [train.py:927] (7/8) Epoch 18, batch 6950, giga_loss[loss=0.2576, simple_loss=0.3253, pruned_loss=0.09495, over 12369.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3092, pruned_loss=0.07423, over 2474286.49 frames. utt_duration=469 frames, utt_pad_proportion=0.07007, over 21168.29 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.0497, over 2395327.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.04965, over 7531.32 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3125, pruned_loss=0.07714, over 2475167.08 frames. utt_duration=439 frames, utt_pad_proportion=0.07127, over 22631.50 utterances.], batch size: 182, lr: 2.24e-04
2022-09-01 03:05:09,687 INFO [train.py:927] (7/8) Epoch 18, batch 7000, giga_loss[loss=0.2052, simple_loss=0.2961, pruned_loss=0.05717, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03924, over 123.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3086, pruned_loss=0.07412, over 2474823.76 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06927, over 20777.52 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.282, pruned_loss=0.04971, over 2396366.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.04919, over 7532.38 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07673, over 2475635.13 frames. utt_duration=449.4 frames, utt_pad_proportion=0.0705, over 22105.96 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 03:06:52,663 INFO [train.py:927] (7/8) Epoch 18, batch 7050, giga_loss[loss=0.2448, simple_loss=0.3209, pruned_loss=0.08434, over 12409.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3118, pruned_loss=0.07698, over 2474868.64 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07677, over 21623.48 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04987, over 2399064.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.04795, over 7517.15 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07976, over 2475523.08 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07788, over 23136.76 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 03:08:36,464 INFO [train.py:927] (7/8) Epoch 18, batch 7100, giga_loss[loss=0.2127, simple_loss=0.2997, pruned_loss=0.06282, over 12384.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03115, over 62.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07718, over 2474350.86 frames. utt_duration=446 frames, utt_pad_proportion=0.07602, over 22264.03 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2818, pruned_loss=0.04977, over 2400732.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.04727, over 7496.58 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08011, over 2475055.06 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07733, over 23820.93 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 03:10:18,185 INFO [train.py:927] (7/8) Epoch 18, batch 7150, giga_loss[loss=0.2055, simple_loss=0.2873, pruned_loss=0.06185, over 12379.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.0303, over 58.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07581, over 2473746.15 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07363, over 21509.65 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2821, pruned_loss=0.0499, over 2402887.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04626, over 7499.31 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3144, pruned_loss=0.0789, over 2474640.64 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07545, over 23222.25 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 03:12:03,380 INFO [train.py:927] (7/8) Epoch 18, batch 7200, giga_loss[loss=0.2594, simple_loss=0.327, pruned_loss=0.09589, over 12373.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07497, over 212.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07489, over 2474197.30 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07606, over 21204.56 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2824, pruned_loss=0.04995, over 2404696.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05063, over 7598.64 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3127, pruned_loss=0.07785, over 2474874.68 frames. utt_duration=436 frames, utt_pad_proportion=0.07629, over 22780.12 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 03:13:49,297 INFO [train.py:927] (7/8) Epoch 18, batch 7250, giga_loss[loss=0.2205, simple_loss=0.2946, pruned_loss=0.07325, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.0627, over 183.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3061, pruned_loss=0.07347, over 2474368.66 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07714, over 21515.30 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04979, over 2406220.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.04967, over 7574.91 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3094, pruned_loss=0.07651, over 2475082.46 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07769, over 23092.11 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 03:15:33,473 INFO [train.py:927] (7/8) Epoch 18, batch 7300, giga_loss[loss=0.2779, simple_loss=0.3374, pruned_loss=0.1092, over 12400.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3051, pruned_loss=0.07373, over 2473979.04 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08101, over 22395.43 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2824, pruned_loss=0.04987, over 2407525.54 frames. utt_duration=1273 frames, utt_pad_proportion=0.04899, over 7573.44 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3079, pruned_loss=0.07648, over 2474586.56 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08155, over 23900.01 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 03:17:20,064 INFO [train.py:927] (7/8) Epoch 18, batch 7350, giga_loss[loss=0.2325, simple_loss=0.3229, pruned_loss=0.07109, over 12411.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04002, over 105.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3042, pruned_loss=0.07191, over 2474000.04 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08132, over 22806.82 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04981, over 2408300.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.04839, over 7566.87 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3066, pruned_loss=0.07445, over 2474676.85 frames. utt_duration=410.4 frames, utt_pad_proportion=0.08205, over 24206.93 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:19:05,624 INFO [train.py:927] (7/8) Epoch 18, batch 7400, giga_loss[loss=0.2277, simple_loss=0.3203, pruned_loss=0.06749, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3031, pruned_loss=0.06851, over 2474576.07 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07367, over 22815.53 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04979, over 2408999.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.04783, over 7553.41 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3053, pruned_loss=0.07082, over 2475395.73 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07488, over 24153.19 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 03:20:51,827 INFO [train.py:927] (7/8) Epoch 18, batch 7450, giga_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05962, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03118, over 39.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.06516, over 2475074.75 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07171, over 23118.61 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2828, pruned_loss=0.04999, over 2410759.26 frames. utt_duration=1279 frames, utt_pad_proportion=0.04707, over 7549.93 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3023, pruned_loss=0.06727, over 2475931.07 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07319, over 24617.69 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 03:22:35,478 INFO [train.py:927] (7/8) Epoch 18, batch 7500, giga_loss[loss=0.2259, simple_loss=0.3124, pruned_loss=0.06971, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04424, over 146.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06255, over 2475002.46 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07185, over 22561.65 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2831, pruned_loss=0.05014, over 2413015.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.04669, over 7575.35 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06462, over 2475939.26 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07346, over 24296.15 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 03:24:19,313 INFO [train.py:927] (7/8) Epoch 18, batch 7550, giga_loss[loss=0.2031, simple_loss=0.2933, pruned_loss=0.05644, over 12398.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2983, pruned_loss=0.06144, over 2475131.71 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06997, over 23427.26 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05009, over 2413344.68 frames. utt_duration=1278 frames, utt_pad_proportion=0.04637, over 7561.62 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3001, pruned_loss=0.06321, over 2476132.43 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07146, over 24944.74 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:26:02,287 INFO [train.py:927] (7/8) Epoch 18, batch 7600, giga_loss[loss=0.213, simple_loss=0.3062, pruned_loss=0.05989, over 12441.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04365, over 114.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05973, over 2475086.72 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07125, over 23801.57 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2827, pruned_loss=0.04999, over 2414171.91 frames. utt_duration=1284 frames, utt_pad_proportion=0.04588, over 7531.61 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2979, pruned_loss=0.06142, over 2476278.31 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07258, over 25329.65 utterances.], batch size: 114, lr: 2.24e-04
2022-09-01 03:27:48,461 INFO [train.py:927] (7/8) Epoch 18, batch 7650, giga_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05578, over 12324.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03482, over 51.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.05913, over 2475521.04 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0712, over 24107.67 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05001, over 2414559.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.04553, over 7522.32 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.297, pruned_loss=0.06053, over 2476668.29 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07241, over 25476.40 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 03:29:32,582 INFO [train.py:927] (7/8) Epoch 18, batch 7700, giga_loss[loss=0.1838, simple_loss=0.2748, pruned_loss=0.04641, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03863, over 113.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2921, pruned_loss=0.05652, over 2475887.04 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06794, over 24140.55 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05004, over 2415413.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.04502, over 7512.58 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.0577, over 2476855.18 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06927, over 25456.60 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:31:20,441 INFO [train.py:927] (7/8) Epoch 18, batch 7750, giga_loss[loss=0.1961, simple_loss=0.2756, pruned_loss=0.05836, over 12348.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.187, over 361.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2894, pruned_loss=0.05531, over 2475973.74 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06887, over 24645.05 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2827, pruned_loss=0.04987, over 2417062.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.0441, over 7506.11 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2908, pruned_loss=0.05657, over 2476890.07 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07026, over 26167.47 utterances.], batch size: 361, lr: 2.24e-04
2022-09-01 03:33:10,143 INFO [train.py:927] (7/8) Epoch 18, batch 7800, giga_loss[loss=0.2032, simple_loss=0.303, pruned_loss=0.05172, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05519, over 2476254.79 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07317, over 24925.52 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2825, pruned_loss=0.04982, over 2418269.81 frames. utt_duration=1291 frames, utt_pad_proportion=0.04389, over 7503.19 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2915, pruned_loss=0.05632, over 2476940.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07425, over 26465.74 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:35:11,980 INFO [train.py:927] (7/8) Epoch 18, batch 7850, giga_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05624, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07139, over 211.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2915, pruned_loss=0.05577, over 2476416.51 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07224, over 24900.08 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2823, pruned_loss=0.04978, over 2419253.37 frames. utt_duration=1291 frames, utt_pad_proportion=0.04346, over 7503.04 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.0568, over 2477132.80 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07341, over 26429.13 utterances.], batch size: 211, lr: 2.24e-04
2022-09-01 03:37:12,683 INFO [train.py:927] (7/8) Epoch 18, batch 7900, giga_loss[loss=0.2215, simple_loss=0.3053, pruned_loss=0.06882, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02601, over 48.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2895, pruned_loss=0.05461, over 2476868.86 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07428, over 25644.05 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04981, over 2419905.35 frames. utt_duration=1292 frames, utt_pad_proportion=0.04312, over 7498.00 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2906, pruned_loss=0.05545, over 2477361.75 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07522, over 26998.66 utterances.], batch size: 48, lr: 2.24e-04
2022-09-01 03:39:23,010 INFO [train.py:927] (7/8) Epoch 18, batch 7950, giga_loss[loss=0.162, simple_loss=0.2398, pruned_loss=0.04213, over 12385.00 frames. utt_duration=140.3 frames, utt_pad_proportion=0.1749, over 356.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05328, over 2476940.70 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07462, over 24888.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04981, over 2421211.80 frames. utt_duration=1295 frames, utt_pad_proportion=0.04259, over 7488.91 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05406, over 2477698.09 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07575, over 26490.65 utterances.], batch size: 356, lr: 2.24e-04
2022-09-01 03:41:17,745 INFO [train.py:927] (7/8) Epoch 18, batch 8000, giga_loss[loss=0.1703, simple_loss=0.2714, pruned_loss=0.0346, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03125, over 75.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05196, over 2477873.52 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07308, over 24819.81 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2824, pruned_loss=0.04967, over 2422665.79 frames. utt_duration=1299 frames, utt_pad_proportion=0.04182, over 7470.81 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05278, over 2478410.09 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07441, over 26487.08 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 03:43:24,348 INFO [train.py:927] (7/8) Epoch 18, batch 8050, giga_loss[loss=0.2038, simple_loss=0.2992, pruned_loss=0.05422, over 12472.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2852, pruned_loss=0.0515, over 2477289.01 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07241, over 25035.51 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.04962, over 2423200.62 frames. utt_duration=1301 frames, utt_pad_proportion=0.04152, over 7459.14 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2863, pruned_loss=0.05221, over 2477728.01 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07364, over 26511.31 utterances.], batch size: 98, lr: 2.24e-04
2022-09-01 03:45:33,497 INFO [train.py:927] (7/8) Epoch 18, batch 8100, giga_loss[loss=0.2031, simple_loss=0.2943, pruned_loss=0.05594, over 12340.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03116, over 91.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2833, pruned_loss=0.05027, over 2477072.74 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06898, over 24450.66 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.04964, over 2423673.91 frames. utt_duration=1302 frames, utt_pad_proportion=0.04102, over 7453.28 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2842, pruned_loss=0.05083, over 2477720.85 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07039, over 25850.62 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 03:47:33,520 INFO [train.py:927] (7/8) Epoch 18, batch 8150, giga_loss[loss=0.2107, simple_loss=0.3143, pruned_loss=0.05355, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04946, over 161.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2853, pruned_loss=0.05044, over 2477224.84 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06751, over 24355.73 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.282, pruned_loss=0.04952, over 2425943.63 frames. utt_duration=1306 frames, utt_pad_proportion=0.04037, over 7437.64 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2861, pruned_loss=0.05102, over 2477849.20 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06922, over 26195.65 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 03:49:34,494 INFO [train.py:927] (7/8) Epoch 18, batch 8200, libri_loss[loss=0.1907, simple_loss=0.2824, pruned_loss=0.04946, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005532, over 36.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.287, pruned_loss=0.04976, over 2477324.47 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07139, over 24510.02 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2822, pruned_loss=0.04957, over 2427219.30 frames. utt_duration=1309 frames, utt_pad_proportion=0.03954, over 7424.63 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2877, pruned_loss=0.0502, over 2478025.33 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07294, over 26462.87 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 03:51:39,955 INFO [train.py:927] (7/8) Epoch 18, batch 8250, libri_loss[loss=0.1924, simple_loss=0.2805, pruned_loss=0.05214, over 12168.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007515, over 33.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2875, pruned_loss=0.04985, over 2476963.47 frames. utt_duration=418.8 frames, utt_pad_proportion=0.069, over 23728.26 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2823, pruned_loss=0.04965, over 2428455.45 frames. utt_duration=1314 frames, utt_pad_proportion=0.03835, over 7401.02 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2881, pruned_loss=0.05013, over 2478233.00 frames. utt_duration=383 frames, utt_pad_proportion=0.07106, over 25962.88 utterances.], batch size: 33, lr: 2.24e-04
2022-09-01 03:53:59,502 INFO [train.py:927] (7/8) Epoch 18, batch 8300, giga_loss[loss=0.2102, simple_loss=0.306, pruned_loss=0.05717, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2888, pruned_loss=0.05134, over 2476958.49 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06716, over 23690.66 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04983, over 2429075.43 frames. utt_duration=1312 frames, utt_pad_proportion=0.03798, over 7412.94 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2892, pruned_loss=0.0514, over 2478057.19 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06917, over 25668.13 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 03:56:08,811 INFO [train.py:927] (7/8) Epoch 18, batch 8350, giga_loss[loss=0.1933, simple_loss=0.2827, pruned_loss=0.05191, over 12368.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04701, over 146.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2865, pruned_loss=0.05054, over 2476574.30 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06842, over 23414.48 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.0497, over 2429996.42 frames. utt_duration=1318 frames, utt_pad_proportion=0.03716, over 7381.99 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2873, pruned_loss=0.05075, over 2478111.20 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07038, over 25525.95 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 03:58:17,248 INFO [train.py:927] (7/8) Epoch 18, batch 8400, giga_loss[loss=0.1997, simple_loss=0.2864, pruned_loss=0.05656, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03617, over 113.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.285, pruned_loss=0.05038, over 2477473.12 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06571, over 23305.67 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04984, over 2431057.03 frames. utt_duration=1307 frames, utt_pad_proportion=0.04101, over 7448.62 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2856, pruned_loss=0.05044, over 2478563.65 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06671, over 25212.36 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 04:00:21,024 INFO [train.py:927] (7/8) Epoch 18, batch 8450, giga_loss[loss=0.1799, simple_loss=0.2627, pruned_loss=0.04855, over 12418.00 frames. utt_duration=585.5 frames, utt_pad_proportion=0.02734, over 85.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2863, pruned_loss=0.05089, over 2477335.00 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06345, over 23460.63 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04983, over 2431750.68 frames. utt_duration=1309 frames, utt_pad_proportion=0.04046, over 7441.58 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2868, pruned_loss=0.05096, over 2478415.66 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06467, over 25275.48 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 04:02:16,118 INFO [train.py:927] (7/8) Epoch 18, batch 8500, giga_loss[loss=0.2082, simple_loss=0.2905, pruned_loss=0.06297, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03494, over 37.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2862, pruned_loss=0.05187, over 2478056.44 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06302, over 23767.34 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2828, pruned_loss=0.05001, over 2432266.74 frames. utt_duration=1306 frames, utt_pad_proportion=0.04033, over 7456.12 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2863, pruned_loss=0.05179, over 2478856.67 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0641, over 25321.39 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 04:04:23,210 INFO [train.py:927] (7/8) Epoch 18, batch 8550, giga_loss[loss=0.2122, simple_loss=0.3096, pruned_loss=0.05738, over 12414.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0396, over 133.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2874, pruned_loss=0.05204, over 2478398.73 frames. utt_duration=408 frames, utt_pad_proportion=0.06594, over 24369.53 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05023, over 2433537.75 frames. utt_duration=1309 frames, utt_pad_proportion=0.03942, over 7446.46 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.05184, over 2479118.20 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06706, over 26092.15 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 04:06:46,988 INFO [train.py:927] (7/8) Epoch 18, batch 8600, giga_loss[loss=0.1924, simple_loss=0.2823, pruned_loss=0.05128, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05912, over 182.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2872, pruned_loss=0.05166, over 2478809.39 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06332, over 23983.73 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2834, pruned_loss=0.05026, over 2434588.54 frames. utt_duration=1311 frames, utt_pad_proportion=0.03867, over 7435.48 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2869, pruned_loss=0.0515, over 2479425.86 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06472, over 25738.50 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:08:52,856 INFO [train.py:927] (7/8) Epoch 18, batch 8650, giga_loss[loss=0.2191, simple_loss=0.304, pruned_loss=0.06708, over 12430.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05623, over 182.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05085, over 2478793.23 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06325, over 24261.14 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2834, pruned_loss=0.05035, over 2435388.06 frames. utt_duration=1300 frames, utt_pad_proportion=0.0428, over 7504.96 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05069, over 2479378.49 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06353, over 25892.30 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:10:42,981 INFO [train.py:927] (7/8) Epoch 18, batch 8700, giga_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.04991, over 12209.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03302, over 39.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2836, pruned_loss=0.05113, over 2478513.40 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06042, over 23743.44 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2834, pruned_loss=0.05029, over 2435645.12 frames. utt_duration=1299 frames, utt_pad_proportion=0.04268, over 7510.44 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05106, over 2478936.60 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06085, over 25087.40 utterances.], batch size: 39, lr: 2.23e-04
2022-09-01 04:12:46,694 INFO [train.py:927] (7/8) Epoch 18, batch 8750, giga_loss[loss=0.2084, simple_loss=0.2975, pruned_loss=0.05962, over 12448.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.033, over 92.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2818, pruned_loss=0.05003, over 2477950.87 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06537, over 24771.79 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05024, over 2435648.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04252, over 7505.89 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05001, over 2478469.52 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06555, over 25902.74 utterances.], batch size: 92, lr: 2.23e-04
2022-09-01 04:14:57,972 INFO [train.py:927] (7/8) Epoch 18, batch 8800, giga_loss[loss=0.1913, simple_loss=0.2779, pruned_loss=0.05237, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09776, over 256.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.04965, over 2477545.93 frames. utt_duration=415 frames, utt_pad_proportion=0.06271, over 23947.45 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2834, pruned_loss=0.05037, over 2436743.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.04607, over 7562.48 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.0495, over 2477910.53 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06206, over 25185.58 utterances.], batch size: 256, lr: 2.23e-04
2022-09-01 04:17:08,926 INFO [train.py:927] (7/8) Epoch 18, batch 8850, giga_loss[loss=0.1758, simple_loss=0.2732, pruned_loss=0.03918, over 12413.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2809, pruned_loss=0.05004, over 2477734.74 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06285, over 24175.45 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2835, pruned_loss=0.05033, over 2437413.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.04591, over 7566.03 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04995, over 2477978.87 frames. utt_duration=392 frames, utt_pad_proportion=0.06243, over 25360.14 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:19:06,352 INFO [train.py:927] (7/8) Epoch 18, batch 8900, giga_loss[loss=0.1991, simple_loss=0.3026, pruned_loss=0.04781, over 12447.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.03108, over 122.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2797, pruned_loss=0.04921, over 2478194.14 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06293, over 24503.83 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2834, pruned_loss=0.05025, over 2437559.11 frames. utt_duration=1291 frames, utt_pad_proportion=0.04573, over 7561.20 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2796, pruned_loss=0.04921, over 2478438.15 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06267, over 25514.06 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:21:08,545 INFO [train.py:927] (7/8) Epoch 18, batch 8950, giga_loss[loss=0.2089, simple_loss=0.3062, pruned_loss=0.05578, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2826, pruned_loss=0.04949, over 2477907.83 frames. utt_duration=414 frames, utt_pad_proportion=0.06264, over 24010.65 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2843, pruned_loss=0.05062, over 2438327.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.04912, over 7639.62 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2817, pruned_loss=0.04914, over 2478322.67 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06179, over 25137.30 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 04:23:08,720 INFO [train.py:927] (7/8) Epoch 18, batch 9000, libri_loss[loss=0.2058, simple_loss=0.2905, pruned_loss=0.06061, over 12317.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006088, over 36.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2834, pruned_loss=0.04967, over 2477911.85 frames. utt_duration=411.7 frames, utt_pad_proportion=0.0606, over 24145.91 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2839, pruned_loss=0.05052, over 2438988.32 frames. utt_duration=1283 frames, utt_pad_proportion=0.0482, over 7611.94 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2829, pruned_loss=0.04946, over 2478538.76 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06035, over 25456.55 utterances.], batch size: 36, lr: 2.23e-04
2022-09-01 04:23:08,721 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 04:23:22,554 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.172, simple_loss=0.2823, pruned_loss=0.03088, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 04:25:27,495 INFO [train.py:927] (7/8) Epoch 18, batch 9050, giga_loss[loss=0.214, simple_loss=0.2998, pruned_loss=0.06414, over 12349.00 frames. utt_duration=853 frames, utt_pad_proportion=0.0329, over 58.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.04947, over 2477419.66 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06232, over 24269.95 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2843, pruned_loss=0.05078, over 2439558.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05119, over 7671.81 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2816, pruned_loss=0.04904, over 2478098.11 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06123, over 25552.25 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:27:29,203 INFO [train.py:927] (7/8) Epoch 18, batch 9100, giga_loss[loss=0.2287, simple_loss=0.3069, pruned_loss=0.07524, over 12382.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09535, over 255.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.282, pruned_loss=0.04976, over 2477916.92 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06038, over 24086.72 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2844, pruned_loss=0.05084, over 2440399.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05043, over 7657.40 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2814, pruned_loss=0.04935, over 2478388.23 frames. utt_duration=391.5 frames, utt_pad_proportion=0.05982, over 25403.00 utterances.], batch size: 255, lr: 2.23e-04
2022-09-01 04:29:33,060 INFO [train.py:927] (7/8) Epoch 18, batch 9150, giga_loss[loss=0.1951, simple_loss=0.2786, pruned_loss=0.0558, over 12464.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2824, pruned_loss=0.04966, over 2477790.77 frames. utt_duration=415.8 frames, utt_pad_proportion=0.05949, over 23906.86 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2838, pruned_loss=0.05058, over 2441326.12 frames. utt_duration=1281 frames, utt_pad_proportion=0.04943, over 7631.85 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2823, pruned_loss=0.04953, over 2478675.54 frames. utt_duration=388.7 frames, utt_pad_proportion=0.05942, over 25585.44 utterances.], batch size: 55, lr: 2.23e-04
2022-09-01 04:31:32,971 INFO [train.py:927] (7/8) Epoch 18, batch 9200, giga_loss[loss=0.1927, simple_loss=0.2812, pruned_loss=0.05205, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02916, over 55.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05072, over 2478040.70 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06429, over 24687.00 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2834, pruned_loss=0.05046, over 2441902.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.04871, over 7611.45 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2838, pruned_loss=0.0507, over 2478854.68 frames. utt_duration=378 frames, utt_pad_proportion=0.06419, over 26317.03 utterances.], batch size: 55, lr: 2.23e-04
2022-09-01 04:33:37,360 INFO [train.py:927] (7/8) Epoch 18, batch 9250, giga_loss[loss=0.2022, simple_loss=0.2963, pruned_loss=0.05402, over 12421.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07374, over 213.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2856, pruned_loss=0.05111, over 2477878.89 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06486, over 24859.12 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05028, over 2442593.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.04805, over 7586.33 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2861, pruned_loss=0.05126, over 2478547.12 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06496, over 26463.40 utterances.], batch size: 213, lr: 2.23e-04
2022-09-01 04:35:49,309 INFO [train.py:927] (7/8) Epoch 18, batch 9300, giga_loss[loss=0.2093, simple_loss=0.2988, pruned_loss=0.0599, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03563, over 113.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.284, pruned_loss=0.05072, over 2477750.95 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06596, over 24698.52 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.05015, over 2443204.85 frames. utt_duration=1296 frames, utt_pad_proportion=0.0474, over 7548.12 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2851, pruned_loss=0.05096, over 2478511.26 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06627, over 26411.42 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 04:37:46,920 INFO [train.py:927] (7/8) Epoch 18, batch 9350, giga_loss[loss=0.2161, simple_loss=0.3, pruned_loss=0.06608, over 12378.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2832, pruned_loss=0.05031, over 2477720.06 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06474, over 24810.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05003, over 2443854.33 frames. utt_duration=1294 frames, utt_pad_proportion=0.04746, over 7561.01 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2841, pruned_loss=0.05061, over 2478340.77 frames. utt_duration=376 frames, utt_pad_proportion=0.06513, over 26446.85 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:39:50,985 INFO [train.py:927] (7/8) Epoch 18, batch 9400, giga_loss[loss=0.1823, simple_loss=0.2692, pruned_loss=0.04766, over 12190.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02972, over 39.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2821, pruned_loss=0.05031, over 2477582.20 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06358, over 24705.86 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04999, over 2444442.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04672, over 7558.07 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05058, over 2478302.33 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06425, over 26394.50 utterances.], batch size: 39, lr: 2.23e-04
2022-09-01 04:41:53,104 INFO [train.py:927] (7/8) Epoch 18, batch 9450, giga_loss[loss=0.2111, simple_loss=0.3114, pruned_loss=0.05539, over 12432.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03931, over 105.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2817, pruned_loss=0.0494, over 2477679.72 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06383, over 24330.89 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04988, over 2444709.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.04659, over 7539.53 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2824, pruned_loss=0.04971, over 2478309.03 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06443, over 25834.99 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:43:43,062 INFO [train.py:927] (7/8) Epoch 18, batch 9500, giga_loss[loss=0.1778, simple_loss=0.2772, pruned_loss=0.03918, over 12404.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2825, pruned_loss=0.04835, over 2477851.54 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06319, over 23773.12 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04992, over 2445078.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.04642, over 7555.58 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2829, pruned_loss=0.04856, over 2478737.12 frames. utt_duration=393 frames, utt_pad_proportion=0.06385, over 25304.77 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 04:45:54,318 INFO [train.py:927] (7/8) Epoch 18, batch 9550, giga_loss[loss=0.1863, simple_loss=0.2832, pruned_loss=0.04468, over 12396.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2825, pruned_loss=0.04843, over 2477356.60 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06366, over 23639.07 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2823, pruned_loss=0.05004, over 2445519.50 frames. utt_duration=1299 frames, utt_pad_proportion=0.04583, over 7540.50 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2828, pruned_loss=0.04847, over 2478238.54 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06438, over 25133.46 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:48:05,083 INFO [train.py:927] (7/8) Epoch 18, batch 9600, giga_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.05746, over 12411.00 frames. utt_duration=585.1 frames, utt_pad_proportion=0.02476, over 85.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2827, pruned_loss=0.0486, over 2477307.80 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0676, over 23998.31 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2823, pruned_loss=0.05005, over 2446211.92 frames. utt_duration=1290 frames, utt_pad_proportion=0.04955, over 7595.56 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.283, pruned_loss=0.04859, over 2478246.80 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06724, over 25599.10 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 04:50:23,233 INFO [train.py:927] (7/8) Epoch 18, batch 9650, giga_loss[loss=0.1895, simple_loss=0.2894, pruned_loss=0.04477, over 12351.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02335, over 45.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2848, pruned_loss=0.04895, over 2477481.42 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06332, over 23184.53 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04995, over 2446778.19 frames. utt_duration=1294 frames, utt_pad_proportion=0.04862, over 7571.91 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.285, pruned_loss=0.049, over 2478439.50 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06362, over 24851.93 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 04:52:48,210 INFO [train.py:927] (7/8) Epoch 18, batch 9700, giga_loss[loss=0.1829, simple_loss=0.2824, pruned_loss=0.04167, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.02854, over 113.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2851, pruned_loss=0.04932, over 2477042.46 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06369, over 23170.62 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04986, over 2446963.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04824, over 7561.22 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2854, pruned_loss=0.04943, over 2477899.81 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06406, over 24631.52 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 04:55:04,665 INFO [train.py:927] (7/8) Epoch 18, batch 9750, giga_loss[loss=0.2022, simple_loss=0.2994, pruned_loss=0.0525, over 12399.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2835, pruned_loss=0.04856, over 2476672.48 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06664, over 23775.98 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.282, pruned_loss=0.04981, over 2447241.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.0477, over 7549.82 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2839, pruned_loss=0.04867, over 2477499.42 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06698, over 25155.02 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:57:02,931 INFO [train.py:927] (7/8) Epoch 18, batch 9800, giga_loss[loss=0.1938, simple_loss=0.2927, pruned_loss=0.04742, over 12425.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.02801, over 122.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2838, pruned_loss=0.04898, over 2476746.60 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06727, over 24013.14 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04994, over 2447914.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04698, over 7551.38 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2841, pruned_loss=0.04893, over 2477593.65 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06782, over 25537.67 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:58:55,565 INFO [train.py:927] (7/8) Epoch 18, batch 9850, libri_loss[loss=0.1642, simple_loss=0.2477, pruned_loss=0.04039, over 12231.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02814, over 27.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2852, pruned_loss=0.04958, over 2477187.01 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06594, over 23806.12 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04986, over 2448197.51 frames. utt_duration=1296 frames, utt_pad_proportion=0.04727, over 7566.85 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2855, pruned_loss=0.0496, over 2478007.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06648, over 25228.59 utterances.], batch size: 27, lr: 2.23e-04
2022-09-01 05:00:53,167 INFO [train.py:927] (7/8) Epoch 18, batch 9900, giga_loss[loss=0.1861, simple_loss=0.2754, pruned_loss=0.04839, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04257, over 33.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2836, pruned_loss=0.0494, over 2477278.49 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06993, over 24592.79 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04993, over 2448530.40 frames. utt_duration=1296 frames, utt_pad_proportion=0.04687, over 7565.36 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2838, pruned_loss=0.04933, over 2478019.71 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07038, over 25957.01 utterances.], batch size: 33, lr: 2.23e-04
2022-09-01 05:02:35,401 INFO [train.py:927] (7/8) Epoch 18, batch 9950, giga_loss[loss=0.2329, simple_loss=0.3152, pruned_loss=0.07533, over 12412.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05759, over 182.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2875, pruned_loss=0.05191, over 2476954.84 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07077, over 24609.07 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2825, pruned_loss=0.05015, over 2449442.29 frames. utt_duration=1284 frames, utt_pad_proportion=0.05069, over 7641.44 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2874, pruned_loss=0.05167, over 2477618.67 frames. utt_duration=380.1 frames, utt_pad_proportion=0.07044, over 26154.95 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 05:04:16,470 INFO [train.py:927] (7/8) Epoch 18, batch 10000, giga_loss[loss=0.2212, simple_loss=0.3145, pruned_loss=0.06389, over 12479.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03779, over 31.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2917, pruned_loss=0.05357, over 2476090.82 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06822, over 23020.07 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2823, pruned_loss=0.0501, over 2449621.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.05013, over 7625.93 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2919, pruned_loss=0.05346, over 2476818.34 frames. utt_duration=406 frames, utt_pad_proportion=0.06833, over 24477.59 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:05:58,129 INFO [train.py:927] (7/8) Epoch 18, batch 10050, giga_loss[loss=0.1571, simple_loss=0.2511, pruned_loss=0.03158, over 12373.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2874, pruned_loss=0.05264, over 2476124.61 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07161, over 22006.44 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05042, over 2450027.22 frames. utt_duration=1276 frames, utt_pad_proportion=0.05367, over 7691.57 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2874, pruned_loss=0.05233, over 2476793.87 frames. utt_duration=425.4 frames, utt_pad_proportion=0.0706, over 23360.74 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:07:38,951 INFO [train.py:927] (7/8) Epoch 18, batch 10100, giga_loss[loss=0.1456, simple_loss=0.2297, pruned_loss=0.03072, over 12281.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02642, over 42.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2809, pruned_loss=0.05025, over 2476248.41 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06981, over 21243.95 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.05061, over 2450652.78 frames. utt_duration=1265 frames, utt_pad_proportion=0.05725, over 7755.82 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2806, pruned_loss=0.04988, over 2476804.56 frames. utt_duration=440.1 frames, utt_pad_proportion=0.06824, over 22579.59 utterances.], batch size: 42, lr: 2.23e-04
2022-09-01 05:09:20,721 INFO [train.py:927] (7/8) Epoch 18, batch 10150, giga_loss[loss=0.159, simple_loss=0.2439, pruned_loss=0.03702, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.0457, over 26.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2727, pruned_loss=0.0475, over 2476392.79 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07032, over 20829.57 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05064, over 2450810.52 frames. utt_duration=1266 frames, utt_pad_proportion=0.057, over 7755.04 utterances.], giga_tot_loss[loss=0.1834, simple_loss=0.2724, pruned_loss=0.04717, over 2476799.14 frames. utt_duration=452.9 frames, utt_pad_proportion=0.06914, over 21940.88 utterances.], batch size: 26, lr: 2.23e-04
2022-09-01 05:11:05,230 INFO [train.py:927] (7/8) Epoch 18, batch 10200, giga_loss[loss=0.1616, simple_loss=0.2397, pruned_loss=0.04173, over 12341.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02266, over 45.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2679, pruned_loss=0.04606, over 2476190.48 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06789, over 19963.18 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05055, over 2451440.31 frames. utt_duration=1273 frames, utt_pad_proportion=0.05555, over 7711.31 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2675, pruned_loss=0.04575, over 2476727.05 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06768, over 21307.19 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 05:12:49,018 INFO [train.py:927] (7/8) Epoch 18, batch 10250, giga_loss[loss=0.1856, simple_loss=0.2655, pruned_loss=0.0529, over 12383.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09742, over 256.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2639, pruned_loss=0.04473, over 2475268.73 frames. utt_duration=491 frames, utt_pad_proportion=0.06911, over 20225.20 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05056, over 2451241.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.05528, over 7708.29 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2632, pruned_loss=0.04431, over 2476512.73 frames. utt_duration=459.3 frames, utt_pad_proportion=0.06905, over 21634.44 utterances.], batch size: 256, lr: 2.23e-04
2022-09-01 05:14:31,286 INFO [train.py:927] (7/8) Epoch 18, batch 10300, giga_loss[loss=0.1787, simple_loss=0.2568, pruned_loss=0.05026, over 12351.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.1732, simple_loss=0.2599, pruned_loss=0.04327, over 2475162.15 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06672, over 19405.14 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05065, over 2452097.37 frames. utt_duration=1278 frames, utt_pad_proportion=0.05381, over 7680.93 utterances.], giga_tot_loss[loss=0.1719, simple_loss=0.2585, pruned_loss=0.04264, over 2476135.56 frames. utt_duration=474 frames, utt_pad_proportion=0.06745, over 20956.91 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 05:16:11,699 INFO [train.py:927] (7/8) Epoch 18, batch 10350, giga_loss[loss=0.1355, simple_loss=0.2217, pruned_loss=0.02463, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04097, over 133.00 utterances.], tot_loss[loss=0.17, simple_loss=0.2559, pruned_loss=0.042, over 2474641.71 frames. utt_duration=519.8 frames, utt_pad_proportion=0.066, over 19098.45 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05059, over 2452808.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05687, over 7752.29 utterances.], giga_tot_loss[loss=0.1683, simple_loss=0.254, pruned_loss=0.04127, over 2475484.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06573, over 20651.07 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 05:17:52,880 INFO [train.py:927] (7/8) Epoch 18, batch 10400, giga_loss[loss=0.1523, simple_loss=0.232, pruned_loss=0.0363, over 12382.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07027, over 211.00 utterances.], tot_loss[loss=0.167, simple_loss=0.2524, pruned_loss=0.04076, over 2473075.82 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06352, over 19050.56 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.0503, over 2452620.43 frames. utt_duration=1275 frames, utt_pad_proportion=0.05541, over 7704.96 utterances.], giga_tot_loss[loss=0.1652, simple_loss=0.2503, pruned_loss=0.0401, over 2474668.85 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06405, over 20746.88 utterances.], batch size: 211, lr: 2.23e-04
2022-09-01 05:19:34,595 INFO [train.py:927] (7/8) Epoch 18, batch 10450, libri_loss[loss=0.2057, simple_loss=0.3029, pruned_loss=0.05425, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01599, over 40.00 utterances.], tot_loss[loss=0.1728, simple_loss=0.2588, pruned_loss=0.04342, over 2474350.83 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05995, over 18759.50 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2822, pruned_loss=0.05022, over 2453209.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.05461, over 7689.53 utterances.], giga_tot_loss[loss=0.1711, simple_loss=0.2566, pruned_loss=0.04277, over 2475560.29 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06096, over 20368.67 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 05:21:18,760 INFO [train.py:927] (7/8) Epoch 18, batch 10500, libri_loss[loss=0.2099, simple_loss=0.3022, pruned_loss=0.05874, over 12233.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006329, over 34.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2686, pruned_loss=0.0476, over 2473711.21 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05987, over 18353.90 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2821, pruned_loss=0.05017, over 2453811.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.05358, over 7685.04 utterances.], giga_tot_loss[loss=0.1801, simple_loss=0.2662, pruned_loss=0.04695, over 2474991.16 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06122, over 20133.60 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 05:23:02,464 INFO [train.py:927] (7/8) Epoch 18, batch 10550, giga_loss[loss=0.2147, simple_loss=0.3044, pruned_loss=0.06247, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2745, pruned_loss=0.04926, over 2473515.82 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07017, over 19757.13 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.282, pruned_loss=0.05005, over 2453963.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05278, over 7666.49 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2725, pruned_loss=0.04883, over 2474761.86 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07075, over 21385.76 utterances.], batch size: 183, lr: 2.23e-04
2022-09-01 05:24:47,110 INFO [train.py:927] (7/8) Epoch 18, batch 10600, giga_loss[loss=0.1886, simple_loss=0.2752, pruned_loss=0.05097, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2786, pruned_loss=0.05056, over 2473754.19 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06827, over 19545.40 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2818, pruned_loss=0.04989, over 2454319.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05208, over 7665.91 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2771, pruned_loss=0.05035, over 2474876.40 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06923, over 21116.19 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:26:31,553 INFO [train.py:927] (7/8) Epoch 18, batch 10650, giga_loss[loss=0.2152, simple_loss=0.2989, pruned_loss=0.06575, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.282, pruned_loss=0.0527, over 2472997.44 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06849, over 19307.57 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04977, over 2454557.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.05142, over 7645.69 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2809, pruned_loss=0.05266, over 2474017.54 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06954, over 20772.71 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:28:13,302 INFO [train.py:927] (7/8) Epoch 18, batch 10700, giga_loss[loss=0.244, simple_loss=0.3197, pruned_loss=0.08419, over 12350.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.286, pruned_loss=0.05442, over 2473041.36 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06837, over 18851.24 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04974, over 2455260.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.05014, over 7637.08 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2852, pruned_loss=0.05453, over 2473785.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0698, over 20389.36 utterances.], batch size: 371, lr: 2.23e-04
2022-09-01 05:29:55,776 INFO [train.py:927] (7/8) Epoch 18, batch 10750, giga_loss[loss=0.2208, simple_loss=0.3122, pruned_loss=0.06475, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.05513, over 2472321.48 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07323, over 19125.88 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.04959, over 2455150.60 frames. utt_duration=1292 frames, utt_pad_proportion=0.04943, over 7609.53 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2883, pruned_loss=0.05544, over 2473327.49 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07439, over 20573.05 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 05:31:38,593 INFO [train.py:927] (7/8) Epoch 18, batch 10800, giga_loss[loss=0.1854, simple_loss=0.2844, pruned_loss=0.04316, over 12204.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04066, over 28.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2899, pruned_loss=0.05445, over 2472446.43 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06736, over 17775.21 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2811, pruned_loss=0.04955, over 2455105.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.04925, over 7602.49 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05474, over 2473355.81 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06879, over 18962.84 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:33:22,174 INFO [train.py:927] (7/8) Epoch 18, batch 10850, giga_loss[loss=0.2323, simple_loss=0.31, pruned_loss=0.07729, over 12445.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03567, over 123.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2905, pruned_loss=0.05446, over 2472976.15 frames. utt_duration=564.5 frames, utt_pad_proportion=0.0688, over 17570.90 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.0496, over 2455475.67 frames. utt_duration=1283 frames, utt_pad_proportion=0.05231, over 7664.86 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2907, pruned_loss=0.05484, over 2474113.00 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06895, over 18892.74 utterances.], batch size: 123, lr: 2.23e-04
2022-09-01 05:35:07,170 INFO [train.py:927] (7/8) Epoch 18, batch 10900, giga_loss[loss=0.2186, simple_loss=0.2983, pruned_loss=0.06945, over 12280.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02681, over 54.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05716, over 2472459.23 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06814, over 17588.98 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04976, over 2455669.27 frames. utt_duration=1281 frames, utt_pad_proportion=0.0515, over 7674.54 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.0575, over 2473737.96 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06878, over 18943.09 utterances.], batch size: 54, lr: 2.23e-04
2022-09-01 05:36:52,047 INFO [train.py:927] (7/8) Epoch 18, batch 10950, giga_loss[loss=0.1872, simple_loss=0.2751, pruned_loss=0.04963, over 12374.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03863, over 113.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05816, over 2472377.02 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06852, over 17736.27 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04963, over 2455708.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.05092, over 7641.31 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05869, over 2473688.65 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06933, over 19024.64 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 05:38:37,271 INFO [train.py:927] (7/8) Epoch 18, batch 11000, giga_loss[loss=0.221, simple_loss=0.3048, pruned_loss=0.06862, over 12452.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2919, pruned_loss=0.05835, over 2472573.77 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06677, over 17711.20 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2813, pruned_loss=0.04969, over 2455536.12 frames. utt_duration=1289 frames, utt_pad_proportion=0.05035, over 7626.80 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05883, over 2474020.82 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06781, over 18888.42 utterances.], batch size: 123, lr: 2.23e-04
2022-09-01 05:40:21,264 INFO [train.py:927] (7/8) Epoch 18, batch 11050, giga_loss[loss=0.1964, simple_loss=0.282, pruned_loss=0.05538, over 12407.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07702, over 213.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2897, pruned_loss=0.05738, over 2472903.54 frames. utt_duration=530.5 frames, utt_pad_proportion=0.072, over 18697.01 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2805, pruned_loss=0.04942, over 2455673.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04943, over 7588.49 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.0582, over 2474372.15 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07289, over 19923.48 utterances.], batch size: 213, lr: 2.23e-04
2022-09-01 05:42:05,179 INFO [train.py:927] (7/8) Epoch 18, batch 11100, libri_loss[loss=0.2155, simple_loss=0.3087, pruned_loss=0.06112, over 12273.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008955, over 37.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2864, pruned_loss=0.05598, over 2473680.63 frames. utt_duration=543.3 frames, utt_pad_proportion=0.07319, over 18262.65 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2807, pruned_loss=0.04949, over 2456388.76 frames. utt_duration=1298 frames, utt_pad_proportion=0.04811, over 7579.94 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2875, pruned_loss=0.05682, over 2474780.62 frames. utt_duration=506 frames, utt_pad_proportion=0.07469, over 19623.04 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 05:43:49,812 INFO [train.py:927] (7/8) Epoch 18, batch 11150, giga_loss[loss=0.1872, simple_loss=0.2712, pruned_loss=0.05155, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0454, over 34.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2833, pruned_loss=0.05548, over 2473843.29 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07485, over 19186.90 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04955, over 2456785.12 frames. utt_duration=1301 frames, utt_pad_proportion=0.04736, over 7564.46 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2843, pruned_loss=0.05621, over 2474691.80 frames. utt_duration=484.9 frames, utt_pad_proportion=0.0763, over 20477.32 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 05:45:33,971 INFO [train.py:927] (7/8) Epoch 18, batch 11200, giga_loss[loss=0.179, simple_loss=0.2646, pruned_loss=0.04667, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04029, over 28.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2829, pruned_loss=0.05496, over 2473568.14 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07523, over 19298.21 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2805, pruned_loss=0.04942, over 2456541.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.04689, over 7542.10 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2839, pruned_loss=0.05572, over 2474691.30 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07665, over 20499.61 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:47:17,103 INFO [train.py:927] (7/8) Epoch 18, batch 11250, giga_loss[loss=0.182, simple_loss=0.2612, pruned_loss=0.05138, over 12281.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.02993, over 28.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2807, pruned_loss=0.05453, over 2472955.70 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06932, over 18176.75 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2805, pruned_loss=0.04951, over 2456650.65 frames. utt_duration=1307 frames, utt_pad_proportion=0.04637, over 7527.03 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2815, pruned_loss=0.05513, over 2473989.09 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07113, over 19292.90 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:48:58,870 INFO [train.py:927] (7/8) Epoch 18, batch 11300, giga_loss[loss=0.1749, simple_loss=0.2642, pruned_loss=0.04274, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2781, pruned_loss=0.05359, over 2473232.75 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06403, over 17030.34 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.04946, over 2457031.31 frames. utt_duration=1306 frames, utt_pad_proportion=0.04633, over 7535.56 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2788, pruned_loss=0.05425, over 2474161.08 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06609, over 18194.21 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 05:50:40,290 INFO [train.py:927] (7/8) Epoch 18, batch 11350, libri_loss[loss=0.1401, simple_loss=0.2294, pruned_loss=0.0254, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.007228, over 28.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2751, pruned_loss=0.0527, over 2472374.95 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05927, over 16459.23 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2799, pruned_loss=0.04937, over 2456947.87 frames. utt_duration=1312 frames, utt_pad_proportion=0.04535, over 7501.90 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.276, pruned_loss=0.05342, over 2473631.84 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06178, over 17687.23 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:52:19,952 INFO [train.py:927] (7/8) Epoch 18, batch 11400, giga_loss[loss=0.1575, simple_loss=0.2372, pruned_loss=0.03887, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03708, over 37.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2721, pruned_loss=0.05129, over 2472697.49 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06404, over 16344.79 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.28, pruned_loss=0.04939, over 2457013.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.05302, over 7631.50 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2726, pruned_loss=0.05191, over 2474054.74 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06295, over 17444.65 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 05:54:02,678 INFO [train.py:927] (7/8) Epoch 18, batch 11450, giga_loss[loss=0.1922, simple_loss=0.2779, pruned_loss=0.0532, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03867, over 123.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2701, pruned_loss=0.05067, over 2473068.43 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05823, over 15735.62 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2801, pruned_loss=0.04958, over 2457363.07 frames. utt_duration=1296 frames, utt_pad_proportion=0.05127, over 7595.87 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2701, pruned_loss=0.05107, over 2474478.94 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05854, over 17016.52 utterances.], batch size: 123, lr: 2.23e-04
2022-09-01 05:55:45,693 INFO [train.py:927] (7/8) Epoch 18, batch 11500, giga_loss[loss=0.1701, simple_loss=0.2504, pruned_loss=0.04486, over 12297.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03695, over 51.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2707, pruned_loss=0.05086, over 2472998.64 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05549, over 15588.05 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.04962, over 2457692.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.05449, over 7690.75 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.27, pruned_loss=0.05117, over 2474257.75 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05483, over 16748.69 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:57:30,104 INFO [train.py:927] (7/8) Epoch 18, batch 11550, giga_loss[loss=0.274, simple_loss=0.3474, pruned_loss=0.1003, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06865, over 212.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2744, pruned_loss=0.05306, over 2472580.10 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05631, over 16027.87 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2803, pruned_loss=0.04952, over 2457783.45 frames. utt_duration=1282 frames, utt_pad_proportion=0.0541, over 7674.89 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.274, pruned_loss=0.05343, over 2473626.68 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05594, over 17038.47 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 05:59:13,982 INFO [train.py:927] (7/8) Epoch 18, batch 11600, giga_loss[loss=0.2254, simple_loss=0.3071, pruned_loss=0.07188, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04047, over 28.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2806, pruned_loss=0.05571, over 2473100.87 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06129, over 17029.14 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.28, pruned_loss=0.04939, over 2457791.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.05355, over 7651.90 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2804, pruned_loss=0.05618, over 2474111.03 frames. utt_duration=552.5 frames, utt_pad_proportion=0.061, over 17959.60 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 06:00:56,677 INFO [train.py:927] (7/8) Epoch 18, batch 11650, giga_loss[loss=0.2238, simple_loss=0.3119, pruned_loss=0.06784, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03288, over 51.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2858, pruned_loss=0.0572, over 2473630.03 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06011, over 17318.10 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2801, pruned_loss=0.04935, over 2458267.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.05307, over 7654.73 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2857, pruned_loss=0.05773, over 2474289.42 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06019, over 18222.08 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:02:39,957 INFO [train.py:927] (7/8) Epoch 18, batch 11700, giga_loss[loss=0.1875, simple_loss=0.2747, pruned_loss=0.05019, over 12393.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06962, over 211.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2891, pruned_loss=0.05775, over 2473658.98 frames. utt_duration=546 frames, utt_pad_proportion=0.0633, over 18172.46 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2808, pruned_loss=0.04963, over 2458226.83 frames. utt_duration=1286 frames, utt_pad_proportion=0.05225, over 7657.58 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2885, pruned_loss=0.05807, over 2474492.28 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06356, over 19059.18 utterances.], batch size: 211, lr: 2.23e-04
2022-09-01 06:04:27,772 INFO [train.py:927] (7/8) Epoch 18, batch 11750, giga_loss[loss=0.1836, simple_loss=0.2772, pruned_loss=0.045, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03321, over 58.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.289, pruned_loss=0.0566, over 2473949.25 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05978, over 17659.94 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04971, over 2458756.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05121, over 7643.24 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2883, pruned_loss=0.05695, over 2474499.05 frames. utt_duration=533.3 frames, utt_pad_proportion=0.0606, over 18611.19 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 06:06:12,012 INFO [train.py:927] (7/8) Epoch 18, batch 11800, giga_loss[loss=0.2103, simple_loss=0.3029, pruned_loss=0.05887, over 12380.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05213, over 161.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05615, over 2472866.67 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06886, over 18292.40 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04966, over 2458936.72 frames. utt_duration=1290 frames, utt_pad_proportion=0.05063, over 7631.67 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05656, over 2473339.39 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06937, over 19180.94 utterances.], batch size: 161, lr: 2.23e-04
2022-09-01 06:07:55,810 INFO [train.py:927] (7/8) Epoch 18, batch 11850, giga_loss[loss=0.212, simple_loss=0.2995, pruned_loss=0.06229, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2914, pruned_loss=0.05789, over 2473411.14 frames. utt_duration=539 frames, utt_pad_proportion=0.06638, over 18406.56 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04968, over 2459123.94 frames. utt_duration=1281 frames, utt_pad_proportion=0.05336, over 7685.10 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2914, pruned_loss=0.05836, over 2473937.47 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06598, over 19303.80 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 06:09:38,187 INFO [train.py:927] (7/8) Epoch 18, batch 11900, giga_loss[loss=0.2196, simple_loss=0.3006, pruned_loss=0.06935, over 12252.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2918, pruned_loss=0.05861, over 2473083.05 frames. utt_duration=563 frames, utt_pad_proportion=0.06105, over 17616.59 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2809, pruned_loss=0.04957, over 2459755.17 frames. utt_duration=1284 frames, utt_pad_proportion=0.05195, over 7669.18 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2924, pruned_loss=0.0594, over 2473435.46 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06165, over 18726.59 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 06:11:24,187 INFO [train.py:927] (7/8) Epoch 18, batch 11950, giga_loss[loss=0.1878, simple_loss=0.2799, pruned_loss=0.04787, over 12389.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02985, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05903, over 2472931.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06216, over 17109.84 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2805, pruned_loss=0.04938, over 2460043.34 frames. utt_duration=1276 frames, utt_pad_proportion=0.05466, over 7718.55 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2934, pruned_loss=0.06018, over 2473408.50 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06161, over 18312.79 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 06:13:08,284 INFO [train.py:927] (7/8) Epoch 18, batch 12000, giga_loss[loss=0.2496, simple_loss=0.3312, pruned_loss=0.08403, over 12445.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0438, over 134.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05938, over 2472981.13 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06306, over 16651.83 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2805, pruned_loss=0.04929, over 2460444.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.05341, over 7696.30 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2952, pruned_loss=0.06064, over 2473351.19 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06312, over 17884.00 utterances.], batch size: 134, lr: 2.23e-04
2022-09-01 06:13:08,285 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 06:13:22,580 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1724, simple_loss=0.2817, pruned_loss=0.03151, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 06:15:04,728 INFO [train.py:927] (7/8) Epoch 18, batch 12050, libri_loss[loss=0.2032, simple_loss=0.302, pruned_loss=0.0522, over 12370.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01025, over 38.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2937, pruned_loss=0.05954, over 2472310.99 frames. utt_duration=630 frames, utt_pad_proportion=0.05837, over 15735.57 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.0493, over 2460384.70 frames. utt_duration=1283 frames, utt_pad_proportion=0.05286, over 7676.99 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.295, pruned_loss=0.06067, over 2472815.99 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05897, over 16842.24 utterances.], batch size: 38, lr: 2.23e-04
2022-09-01 06:16:45,542 INFO [train.py:927] (7/8) Epoch 18, batch 12100, libri_loss[loss=0.1804, simple_loss=0.2626, pruned_loss=0.04909, over 12209.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007028, over 30.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2934, pruned_loss=0.05996, over 2472218.13 frames. utt_duration=653.9 frames, utt_pad_proportion=0.0573, over 15156.37 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2805, pruned_loss=0.04932, over 2460898.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.05162, over 7668.42 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2948, pruned_loss=0.0612, over 2472537.86 frames. utt_duration=608 frames, utt_pad_proportion=0.05851, over 16305.94 utterances.], batch size: 30, lr: 2.23e-04
2022-09-01 06:18:25,196 INFO [train.py:927] (7/8) Epoch 18, batch 12150, giga_loss[loss=0.2088, simple_loss=0.3016, pruned_loss=0.058, over 12404.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02598, over 70.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2938, pruned_loss=0.06054, over 2472227.07 frames. utt_duration=658.2 frames, utt_pad_proportion=0.05482, over 15059.29 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04915, over 2461076.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.05134, over 7669.37 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06196, over 2472633.48 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05614, over 16176.23 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 06:20:07,660 INFO [train.py:927] (7/8) Epoch 18, batch 12200, giga_loss[loss=0.204, simple_loss=0.2882, pruned_loss=0.0599, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03109, over 51.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.294, pruned_loss=0.06041, over 2471991.51 frames. utt_duration=641.8 frames, utt_pad_proportion=0.06, over 15441.43 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.28, pruned_loss=0.04911, over 2460938.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.05056, over 7652.11 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06177, over 2472628.43 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06114, over 16485.16 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:21:52,412 INFO [train.py:927] (7/8) Epoch 18, batch 12250, libri_loss[loss=0.197, simple_loss=0.2958, pruned_loss=0.04911, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005403, over 35.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2941, pruned_loss=0.06071, over 2472435.95 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05883, over 15545.62 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04897, over 2461328.28 frames. utt_duration=1293 frames, utt_pad_proportion=0.04988, over 7622.32 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.296, pruned_loss=0.06211, over 2472782.88 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06013, over 16535.45 utterances.], batch size: 35, lr: 2.23e-04
2022-09-01 06:23:31,584 INFO [train.py:927] (7/8) Epoch 18, batch 12300, libri_loss[loss=0.1957, simple_loss=0.2897, pruned_loss=0.0508, over 12312.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005408, over 35.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2925, pruned_loss=0.06011, over 2471478.97 frames. utt_duration=665.4 frames, utt_pad_proportion=0.06055, over 14889.64 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2799, pruned_loss=0.04914, over 2461513.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.05207, over 7642.95 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06168, over 2472135.72 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0608, over 16054.65 utterances.], batch size: 35, lr: 2.23e-04
2022-09-01 06:25:10,970 INFO [train.py:927] (7/8) Epoch 18, batch 12350, giga_loss[loss=0.2071, simple_loss=0.2902, pruned_loss=0.06201, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03615, over 122.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2918, pruned_loss=0.06056, over 2471636.92 frames. utt_duration=636.9 frames, utt_pad_proportion=0.06245, over 15558.73 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.28, pruned_loss=0.04916, over 2461861.92 frames. utt_duration=1292 frames, utt_pad_proportion=0.05109, over 7633.00 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2936, pruned_loss=0.06205, over 2472093.08 frames. utt_duration=595 frames, utt_pad_proportion=0.06301, over 16660.75 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 06:26:54,282 INFO [train.py:927] (7/8) Epoch 18, batch 12400, giga_loss[loss=0.1829, simple_loss=0.272, pruned_loss=0.04689, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.289, pruned_loss=0.0596, over 2471938.54 frames. utt_duration=635.8 frames, utt_pad_proportion=0.0578, over 15588.98 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.04949, over 2462143.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.05017, over 7636.76 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2904, pruned_loss=0.06078, over 2472320.80 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05901, over 16676.17 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 06:28:33,969 INFO [train.py:927] (7/8) Epoch 18, batch 12450, giga_loss[loss=0.2096, simple_loss=0.2972, pruned_loss=0.06096, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03648, over 51.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2857, pruned_loss=0.05809, over 2472074.16 frames. utt_duration=648.9 frames, utt_pad_proportion=0.05422, over 15273.61 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2803, pruned_loss=0.04953, over 2462493.30 frames. utt_duration=1295 frames, utt_pad_proportion=0.04904, over 7613.89 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2871, pruned_loss=0.05926, over 2472319.80 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05595, over 16375.57 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:30:15,662 INFO [train.py:927] (7/8) Epoch 18, batch 12500, giga_loss[loss=0.166, simple_loss=0.2502, pruned_loss=0.04091, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03661, over 26.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2836, pruned_loss=0.05716, over 2472065.71 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05764, over 15771.11 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2806, pruned_loss=0.04974, over 2462786.31 frames. utt_duration=1296 frames, utt_pad_proportion=0.04827, over 7612.59 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2845, pruned_loss=0.05804, over 2472159.56 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0592, over 16795.48 utterances.], batch size: 26, lr: 2.23e-04
2022-09-01 06:31:57,606 INFO [train.py:927] (7/8) Epoch 18, batch 12550, giga_loss[loss=0.1812, simple_loss=0.2794, pruned_loss=0.04147, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02973, over 75.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2843, pruned_loss=0.0563, over 2472970.62 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05923, over 16111.12 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.05003, over 2462777.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.05243, over 7678.04 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2846, pruned_loss=0.05685, over 2473240.61 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05863, over 17024.79 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 06:33:36,486 INFO [train.py:927] (7/8) Epoch 18, batch 12600, giga_loss[loss=0.2207, simple_loss=0.2994, pruned_loss=0.07101, over 12340.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2855, pruned_loss=0.05633, over 2473102.64 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06064, over 16680.16 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2815, pruned_loss=0.05019, over 2463122.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.05163, over 7670.54 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2855, pruned_loss=0.05673, over 2473176.73 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06046, over 17565.77 utterances.], batch size: 365, lr: 2.22e-04
2022-09-01 06:35:14,731 INFO [train.py:927] (7/8) Epoch 18, batch 12650, giga_loss[loss=0.2006, simple_loss=0.2825, pruned_loss=0.05938, over 12451.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03433, over 43.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2836, pruned_loss=0.05474, over 2472852.57 frames. utt_duration=589.4 frames, utt_pad_proportion=0.059, over 16823.89 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2804, pruned_loss=0.04996, over 2463053.87 frames. utt_duration=1297 frames, utt_pad_proportion=0.05035, over 7605.85 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2846, pruned_loss=0.05545, over 2473344.81 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05953, over 17927.74 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 06:36:59,101 INFO [train.py:927] (7/8) Epoch 18, batch 12700, giga_loss[loss=0.1845, simple_loss=0.2776, pruned_loss=0.04566, over 12440.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0298, over 80.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2844, pruned_loss=0.05508, over 2472975.44 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05883, over 17064.86 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2811, pruned_loss=0.05049, over 2463008.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.05398, over 7670.00 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2848, pruned_loss=0.05532, over 2473718.59 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05818, over 18195.01 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 06:38:37,304 INFO [train.py:927] (7/8) Epoch 18, batch 12750, giga_loss[loss=0.234, simple_loss=0.3202, pruned_loss=0.07386, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 86.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2848, pruned_loss=0.05521, over 2473352.84 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06393, over 17098.73 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2811, pruned_loss=0.05055, over 2463119.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.05388, over 7677.65 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2851, pruned_loss=0.05538, over 2473884.98 frames. utt_duration=550.8 frames, utt_pad_proportion=0.0632, over 18014.07 utterances.], batch size: 86, lr: 2.22e-04
2022-09-01 06:40:15,641 INFO [train.py:927] (7/8) Epoch 18, batch 12800, giga_loss[loss=0.1813, simple_loss=0.2747, pruned_loss=0.04389, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04168, over 31.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2872, pruned_loss=0.0563, over 2473594.43 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06211, over 16722.08 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2813, pruned_loss=0.05092, over 2463168.40 frames. utt_duration=1285 frames, utt_pad_proportion=0.05323, over 7674.91 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2873, pruned_loss=0.05625, over 2474323.23 frames. utt_duration=559 frames, utt_pad_proportion=0.06193, over 17753.70 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 06:41:53,247 INFO [train.py:927] (7/8) Epoch 18, batch 12850, giga_loss[loss=0.1877, simple_loss=0.2851, pruned_loss=0.04512, over 12322.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0285, over 74.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2881, pruned_loss=0.05639, over 2473701.02 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05922, over 16465.72 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2818, pruned_loss=0.05125, over 2463290.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.05322, over 7697.66 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05619, over 2474446.94 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05933, over 17506.59 utterances.], batch size: 74, lr: 2.22e-04
2022-09-01 06:43:32,423 INFO [train.py:927] (7/8) Epoch 18, batch 12900, libri_loss[loss=0.2178, simple_loss=0.3114, pruned_loss=0.06214, over 12477.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01237, over 40.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.0561, over 2473827.68 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05538, over 15700.10 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2823, pruned_loss=0.05154, over 2463378.23 frames. utt_duration=1281 frames, utt_pad_proportion=0.05263, over 7700.21 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2869, pruned_loss=0.05575, over 2474455.61 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05595, over 16630.58 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 06:45:10,738 INFO [train.py:927] (7/8) Epoch 18, batch 12950, giga_loss[loss=0.2051, simple_loss=0.2914, pruned_loss=0.05936, over 12433.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04115, over 146.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2849, pruned_loss=0.05496, over 2473559.90 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05432, over 15732.12 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2823, pruned_loss=0.0516, over 2463493.39 frames. utt_duration=1283 frames, utt_pad_proportion=0.05204, over 7688.71 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2846, pruned_loss=0.05469, over 2474094.99 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05505, over 16585.04 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 06:46:47,944 INFO [train.py:927] (7/8) Epoch 18, batch 13000, giga_loss[loss=0.1739, simple_loss=0.2773, pruned_loss=0.03528, over 12380.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02638, over 66.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2853, pruned_loss=0.05448, over 2473848.19 frames. utt_duration=605.1 frames, utt_pad_proportion=0.05536, over 16393.11 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2826, pruned_loss=0.05181, over 2463816.20 frames. utt_duration=1284 frames, utt_pad_proportion=0.05105, over 7682.44 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2849, pruned_loss=0.05414, over 2474221.69 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05633, over 17279.31 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 06:48:23,671 INFO [train.py:927] (7/8) Epoch 18, batch 13050, giga_loss[loss=0.226, simple_loss=0.3054, pruned_loss=0.07327, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03508, over 86.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.287, pruned_loss=0.05526, over 2474513.74 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05685, over 17314.46 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2832, pruned_loss=0.0522, over 2464207.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05124, over 7717.74 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05472, over 2474640.16 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05744, over 18134.74 utterances.], batch size: 86, lr: 2.22e-04
2022-09-01 06:50:02,534 INFO [train.py:927] (7/8) Epoch 18, batch 13100, giga_loss[loss=0.1986, simple_loss=0.2747, pruned_loss=0.06122, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03708, over 31.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2863, pruned_loss=0.05595, over 2475035.42 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05495, over 17184.27 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2837, pruned_loss=0.05258, over 2464181.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05166, over 7766.75 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2853, pruned_loss=0.05527, over 2475499.19 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05542, over 18094.41 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 06:51:38,734 INFO [train.py:927] (7/8) Epoch 18, batch 13150, giga_loss[loss=0.1832, simple_loss=0.2679, pruned_loss=0.04931, over 12411.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03406, over 75.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2841, pruned_loss=0.05609, over 2475232.04 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05573, over 16762.20 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2837, pruned_loss=0.0529, over 2464985.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.05162, over 7809.51 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.0554, over 2475367.44 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05615, over 17867.44 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 06:53:17,643 INFO [train.py:927] (7/8) Epoch 18, batch 13200, giga_loss[loss=0.2115, simple_loss=0.2851, pruned_loss=0.069, over 12346.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2818, pruned_loss=0.0551, over 2474949.70 frames. utt_duration=564 frames, utt_pad_proportion=0.05924, over 17599.01 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2835, pruned_loss=0.05288, over 2464809.28 frames. utt_duration=1267 frames, utt_pad_proportion=0.05113, over 7791.36 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2814, pruned_loss=0.05463, over 2475420.18 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05958, over 18662.56 utterances.], batch size: 366, lr: 2.22e-04
2022-09-01 06:54:56,900 INFO [train.py:927] (7/8) Epoch 18, batch 13250, giga_loss[loss=0.1775, simple_loss=0.2608, pruned_loss=0.0471, over 12443.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2779, pruned_loss=0.05354, over 2475269.51 frames. utt_duration=574 frames, utt_pad_proportion=0.05561, over 17292.98 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2833, pruned_loss=0.05294, over 2464681.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05073, over 7771.66 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2777, pruned_loss=0.05313, over 2475881.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05624, over 18272.96 utterances.], batch size: 98, lr: 2.22e-04
2022-09-01 06:56:37,031 INFO [train.py:927] (7/8) Epoch 18, batch 13300, giga_loss[loss=0.2016, simple_loss=0.2874, pruned_loss=0.05787, over 12378.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07506, over 212.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.277, pruned_loss=0.05314, over 2474957.04 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05874, over 17361.96 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2833, pruned_loss=0.05308, over 2464811.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05113, over 7813.06 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2765, pruned_loss=0.05269, over 2475811.93 frames. utt_duration=535 frames, utt_pad_proportion=0.05913, over 18562.23 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 06:58:18,779 INFO [train.py:927] (7/8) Epoch 18, batch 13350, giga_loss[loss=0.1923, simple_loss=0.2924, pruned_loss=0.04609, over 12434.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04777, over 147.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2782, pruned_loss=0.05316, over 2474335.49 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05505, over 16765.65 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2834, pruned_loss=0.05319, over 2464949.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.04987, over 7792.07 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2776, pruned_loss=0.05271, over 2475211.03 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05617, over 18043.04 utterances.], batch size: 147, lr: 2.22e-04
2022-09-01 06:59:57,309 INFO [train.py:927] (7/8) Epoch 18, batch 13400, giga_loss[loss=0.1868, simple_loss=0.2776, pruned_loss=0.04799, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03516, over 40.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2815, pruned_loss=0.0544, over 2474320.43 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05867, over 17528.50 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2832, pruned_loss=0.05322, over 2464807.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.04909, over 7770.46 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2811, pruned_loss=0.05403, over 2475354.17 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05966, over 18776.46 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 07:01:40,999 INFO [train.py:927] (7/8) Epoch 18, batch 13450, giga_loss[loss=0.2411, simple_loss=0.3233, pruned_loss=0.07948, over 12365.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07976, over 213.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2841, pruned_loss=0.05598, over 2474369.97 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05767, over 17476.78 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2831, pruned_loss=0.05347, over 2464727.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.04836, over 7764.41 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2838, pruned_loss=0.05549, over 2475549.73 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05893, over 18761.71 utterances.], batch size: 213, lr: 2.22e-04
2022-09-01 07:03:27,301 INFO [train.py:927] (7/8) Epoch 18, batch 13500, giga_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.06189, over 12326.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03406, over 62.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2895, pruned_loss=0.05935, over 2474639.33 frames. utt_duration=554 frames, utt_pad_proportion=0.05981, over 17915.14 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2833, pruned_loss=0.05356, over 2464926.03 frames. utt_duration=1270 frames, utt_pad_proportion=0.04813, over 7772.97 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2892, pruned_loss=0.05895, over 2475522.44 frames. utt_duration=521 frames, utt_pad_proportion=0.06082, over 19059.63 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 07:05:13,131 INFO [train.py:927] (7/8) Epoch 18, batch 13550, giga_loss[loss=0.2428, simple_loss=0.3274, pruned_loss=0.07908, over 12378.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03096, over 80.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.0632, over 2474526.17 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06021, over 18037.02 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2835, pruned_loss=0.05394, over 2465005.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.04656, over 7725.20 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2953, pruned_loss=0.06283, over 2475564.61 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06171, over 19422.47 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:06:55,492 INFO [train.py:927] (7/8) Epoch 18, batch 13600, giga_loss[loss=0.2035, simple_loss=0.2817, pruned_loss=0.06271, over 12381.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.036, over 34.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.302, pruned_loss=0.06756, over 2473692.50 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06088, over 18133.05 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2836, pruned_loss=0.05407, over 2464872.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.04587, over 7705.83 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3021, pruned_loss=0.06736, over 2474789.44 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06233, over 19432.41 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 07:08:42,210 INFO [train.py:927] (7/8) Epoch 18, batch 13650, libri_loss[loss=0.1794, simple_loss=0.2552, pruned_loss=0.05179, over 12302.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.007316, over 28.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3051, pruned_loss=0.07037, over 2473599.52 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06533, over 18629.50 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2836, pruned_loss=0.05427, over 2465061.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04526, over 7685.78 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3056, pruned_loss=0.07032, over 2474469.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06655, over 19880.44 utterances.], batch size: 28, lr: 2.22e-04
2022-09-01 07:10:28,512 INFO [train.py:927] (7/8) Epoch 18, batch 13700, giga_loss[loss=0.2561, simple_loss=0.3336, pruned_loss=0.08929, over 12407.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06819, over 184.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07597, over 2473843.54 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0749, over 20659.56 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2835, pruned_loss=0.05429, over 2464748.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.04496, over 7669.97 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3124, pruned_loss=0.07604, over 2474853.90 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07543, over 21745.81 utterances.], batch size: 184, lr: 2.22e-04
2022-09-01 07:12:21,443 INFO [train.py:927] (7/8) Epoch 18, batch 13750, giga_loss[loss=0.2435, simple_loss=0.3106, pruned_loss=0.08822, over 12406.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02825, over 58.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07819, over 2473867.68 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07879, over 20934.61 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2838, pruned_loss=0.05452, over 2464687.25 frames. utt_duration=1284 frames, utt_pad_proportion=0.04522, over 7685.35 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3144, pruned_loss=0.07865, over 2474964.35 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07927, over 22149.12 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 07:14:06,142 INFO [train.py:927] (7/8) Epoch 18, batch 13800, giga_loss[loss=0.2757, simple_loss=0.3308, pruned_loss=0.1102, over 12364.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2118, over 373.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07962, over 2472605.52 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08854, over 21765.89 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2836, pruned_loss=0.05468, over 2464350.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.04547, over 7682.44 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3159, pruned_loss=0.08035, over 2473935.03 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08862, over 23027.21 utterances.], batch size: 373, lr: 2.22e-04
2022-09-01 07:15:52,055 INFO [train.py:927] (7/8) Epoch 18, batch 13850, giga_loss[loss=0.2311, simple_loss=0.3161, pruned_loss=0.07303, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03718, over 123.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3167, pruned_loss=0.08035, over 2472927.35 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08491, over 22199.20 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2834, pruned_loss=0.05466, over 2464494.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.04516, over 7669.63 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3184, pruned_loss=0.08116, over 2473915.57 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08532, over 23328.71 utterances.], batch size: 123, lr: 2.22e-04
2022-09-01 07:17:40,692 INFO [train.py:927] (7/8) Epoch 18, batch 13900, giga_loss[loss=0.2626, simple_loss=0.3319, pruned_loss=0.0967, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3159, pruned_loss=0.07922, over 2473352.89 frames. utt_duration=435.7 frames, utt_pad_proportion=0.0879, over 22784.17 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2843, pruned_loss=0.05526, over 2464703.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.0443, over 7669.83 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3172, pruned_loss=0.07993, over 2474149.76 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08869, over 24033.70 utterances.], batch size: 257, lr: 2.22e-04
2022-09-01 07:19:30,758 INFO [train.py:927] (7/8) Epoch 18, batch 13950, giga_loss[loss=0.1989, simple_loss=0.2872, pruned_loss=0.05527, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07676, over 2473796.84 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08255, over 22318.28 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2843, pruned_loss=0.05537, over 2464857.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.04821, over 7737.99 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3157, pruned_loss=0.07772, over 2474473.34 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08268, over 23578.90 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 07:21:17,913 INFO [train.py:927] (7/8) Epoch 18, batch 14000, giga_loss[loss=0.2215, simple_loss=0.3027, pruned_loss=0.07012, over 12461.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02829, over 80.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3121, pruned_loss=0.07549, over 2474233.34 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08076, over 22042.58 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2846, pruned_loss=0.0557, over 2465035.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.05604, over 7870.20 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07644, over 2474825.80 frames. utt_duration=427 frames, utt_pad_proportion=0.07892, over 23262.98 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:23:07,589 INFO [train.py:927] (7/8) Epoch 18, batch 14050, giga_loss[loss=0.2734, simple_loss=0.3347, pruned_loss=0.106, over 12409.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.311, pruned_loss=0.07465, over 2473963.32 frames. utt_duration=468.4 frames, utt_pad_proportion=0.075, over 21195.25 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2845, pruned_loss=0.05589, over 2465021.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05499, over 7840.80 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.313, pruned_loss=0.07566, over 2474639.39 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07425, over 22497.32 utterances.], batch size: 258, lr: 2.22e-04
2022-09-01 07:24:58,564 INFO [train.py:927] (7/8) Epoch 18, batch 14100, giga_loss[loss=0.1829, simple_loss=0.2863, pruned_loss=0.03975, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04087, over 28.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3101, pruned_loss=0.07234, over 2473738.84 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07082, over 20257.65 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2846, pruned_loss=0.05592, over 2464859.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05422, over 7832.82 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3123, pruned_loss=0.07353, over 2474648.31 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07084, over 21606.40 utterances.], batch size: 28, lr: 2.22e-04
2022-09-01 07:26:43,695 INFO [train.py:927] (7/8) Epoch 18, batch 14150, giga_loss[loss=0.2074, simple_loss=0.3059, pruned_loss=0.05444, over 12409.00 frames. utt_duration=974.5 frames, utt_pad_proportion=0.02745, over 51.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3108, pruned_loss=0.07197, over 2474265.00 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06905, over 20064.87 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2846, pruned_loss=0.05595, over 2464775.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05401, over 7827.65 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3126, pruned_loss=0.07294, over 2475091.23 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06924, over 21178.86 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 07:28:30,346 INFO [train.py:927] (7/8) Epoch 18, batch 14200, giga_loss[loss=0.213, simple_loss=0.2981, pruned_loss=0.06396, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03511, over 43.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3093, pruned_loss=0.07155, over 2474311.13 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07176, over 20116.01 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2847, pruned_loss=0.05619, over 2464612.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05779, over 7890.87 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3115, pruned_loss=0.0726, over 2475411.68 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07058, over 21331.53 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 07:30:16,218 INFO [train.py:927] (7/8) Epoch 18, batch 14250, giga_loss[loss=0.2749, simple_loss=0.3342, pruned_loss=0.1078, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3068, pruned_loss=0.07101, over 2474191.77 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07175, over 20066.94 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2846, pruned_loss=0.05624, over 2464713.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.05681, over 7867.94 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07211, over 2475180.21 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07118, over 21315.48 utterances.], batch size: 258, lr: 2.22e-04
2022-09-01 07:32:06,637 INFO [train.py:927] (7/8) Epoch 18, batch 14300, giga_loss[loss=0.1861, simple_loss=0.2799, pruned_loss=0.04612, over 12315.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3067, pruned_loss=0.07051, over 2473681.87 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07669, over 20348.09 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2844, pruned_loss=0.05626, over 2465072.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06063, over 7930.19 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3091, pruned_loss=0.07168, over 2474358.67 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07494, over 21545.57 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 07:33:49,328 INFO [train.py:927] (7/8) Epoch 18, batch 14350, giga_loss[loss=0.2144, simple_loss=0.2879, pruned_loss=0.07043, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0309, over 39.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.306, pruned_loss=0.06985, over 2473673.15 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07703, over 20100.41 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2847, pruned_loss=0.05637, over 2465050.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.06029, over 7930.59 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3083, pruned_loss=0.07102, over 2474451.62 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07589, over 21340.35 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:35:32,801 INFO [train.py:927] (7/8) Epoch 18, batch 14400, giga_loss[loss=0.2288, simple_loss=0.3125, pruned_loss=0.07255, over 12350.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04193, over 113.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3045, pruned_loss=0.0693, over 2473539.70 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07111, over 19335.34 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2847, pruned_loss=0.05649, over 2464649.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.05951, over 7911.59 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3068, pruned_loss=0.07042, over 2474727.63 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07085, over 20606.15 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:37:15,858 INFO [train.py:927] (7/8) Epoch 18, batch 14450, giga_loss[loss=0.3297, simple_loss=0.3749, pruned_loss=0.1423, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3036, pruned_loss=0.06975, over 2473672.70 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0718, over 19022.60 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2849, pruned_loss=0.05702, over 2464694.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06331, over 7987.06 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3057, pruned_loss=0.07057, over 2474851.75 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07048, over 20319.34 utterances.], batch size: 258, lr: 2.22e-04
2022-09-01 07:38:58,855 INFO [train.py:927] (7/8) Epoch 18, batch 14500, giga_loss[loss=0.2886, simple_loss=0.3488, pruned_loss=0.1143, over 12396.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3022, pruned_loss=0.06948, over 2473566.59 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07522, over 19535.08 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2856, pruned_loss=0.0574, over 2465123.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.06551, over 8056.62 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07025, over 2474457.55 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0732, over 20902.68 utterances.], batch size: 257, lr: 2.22e-04
2022-09-01 07:40:42,759 INFO [train.py:927] (7/8) Epoch 18, batch 14550, giga_loss[loss=0.2395, simple_loss=0.316, pruned_loss=0.08145, over 12430.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04181, over 146.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.06927, over 2473921.80 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07186, over 19511.95 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2861, pruned_loss=0.05784, over 2465226.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06382, over 8035.87 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06986, over 2474840.91 frames. utt_duration=473 frames, utt_pad_proportion=0.07113, over 20993.90 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 07:42:25,712 INFO [train.py:927] (7/8) Epoch 18, batch 14600, libri_loss[loss=0.1814, simple_loss=0.2555, pruned_loss=0.0536, over 12200.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007841, over 30.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.06841, over 2473573.60 frames. utt_duration=513 frames, utt_pad_proportion=0.06882, over 19340.96 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.05779, over 2465023.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06271, over 7991.44 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06919, over 2474719.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06886, over 20838.09 utterances.], batch size: 30, lr: 2.22e-04
2022-09-01 07:44:13,524 INFO [train.py:927] (7/8) Epoch 18, batch 14650, giga_loss[loss=0.2182, simple_loss=0.3013, pruned_loss=0.06757, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02745, over 45.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3028, pruned_loss=0.06955, over 2473691.09 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06968, over 19747.45 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2857, pruned_loss=0.05792, over 2464632.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.06153, over 7959.98 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07028, over 2475136.51 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07007, over 21211.14 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 07:46:01,111 INFO [train.py:927] (7/8) Epoch 18, batch 14700, giga_loss[loss=0.227, simple_loss=0.3066, pruned_loss=0.07374, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03765, over 133.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.07164, over 2474152.76 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07305, over 20649.10 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2864, pruned_loss=0.05818, over 2464711.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06132, over 7968.85 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3072, pruned_loss=0.07248, over 2475621.94 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0733, over 22284.75 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 07:47:46,082 INFO [train.py:927] (7/8) Epoch 18, batch 14750, libri_loss[loss=0.2063, simple_loss=0.2826, pruned_loss=0.06503, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005704, over 32.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3059, pruned_loss=0.07265, over 2474910.97 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0761, over 20535.02 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2865, pruned_loss=0.05837, over 2465116.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06531, over 8025.29 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3075, pruned_loss=0.07339, over 2475887.50 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07495, over 22007.15 utterances.], batch size: 32, lr: 2.22e-04
2022-09-01 07:49:31,886 INFO [train.py:927] (7/8) Epoch 18, batch 14800, giga_loss[loss=0.2095, simple_loss=0.2972, pruned_loss=0.06089, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3049, pruned_loss=0.07215, over 2474679.25 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07642, over 20616.32 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2867, pruned_loss=0.05851, over 2465135.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06852, over 8083.05 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3061, pruned_loss=0.07279, over 2475542.18 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07437, over 21887.31 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 07:51:13,937 INFO [train.py:927] (7/8) Epoch 18, batch 14850, giga_loss[loss=0.2089, simple_loss=0.2914, pruned_loss=0.06315, over 12348.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03079, over 85.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3029, pruned_loss=0.06963, over 2473667.37 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07266, over 19620.09 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2859, pruned_loss=0.05805, over 2465324.74 frames. utt_duration=1230 frames, utt_pad_proportion=0.06628, over 8023.86 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3055, pruned_loss=0.0711, over 2474538.37 frames. utt_duration=468 frames, utt_pad_proportion=0.07201, over 21215.99 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 07:53:01,631 INFO [train.py:927] (7/8) Epoch 18, batch 14900, giga_loss[loss=0.2128, simple_loss=0.2926, pruned_loss=0.06645, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03707, over 40.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3004, pruned_loss=0.06865, over 2473930.04 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06933, over 19593.29 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05787, over 2464995.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.06494, over 7975.92 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07028, over 2475137.20 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06956, over 21237.71 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 07:54:47,181 INFO [train.py:927] (7/8) Epoch 18, batch 14950, giga_loss[loss=0.26, simple_loss=0.3325, pruned_loss=0.09375, over 12371.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06648, over 211.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3012, pruned_loss=0.06936, over 2474817.02 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06823, over 19768.31 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05782, over 2465354.51 frames. utt_duration=1241 frames, utt_pad_proportion=0.06333, over 7957.92 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3043, pruned_loss=0.07109, over 2475757.04 frames. utt_duration=462 frames, utt_pad_proportion=0.06912, over 21504.42 utterances.], batch size: 211, lr: 2.22e-04
2022-09-01 07:56:34,780 INFO [train.py:927] (7/8) Epoch 18, batch 15000, giga_loss[loss=0.2067, simple_loss=0.3103, pruned_loss=0.05155, over 12410.00 frames. utt_duration=753.6 frames, utt_pad_proportion=0.02387, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3045, pruned_loss=0.06954, over 2474133.33 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06698, over 19314.96 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05782, over 2465577.80 frames. utt_duration=1241 frames, utt_pad_proportion=0.06287, over 7955.11 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.07124, over 2474944.01 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06798, over 21004.71 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 07:56:34,781 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 07:56:48,530 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1689, simple_loss=0.28, pruned_loss=0.02891, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 07:58:34,753 INFO [train.py:927] (7/8) Epoch 18, batch 15050, giga_loss[loss=0.2308, simple_loss=0.3092, pruned_loss=0.07622, over 12412.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06294, over 183.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3073, pruned_loss=0.07099, over 2474223.04 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06947, over 20026.22 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2853, pruned_loss=0.05794, over 2465612.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.06241, over 7954.55 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3096, pruned_loss=0.07232, over 2474911.13 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07027, over 21464.22 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 08:00:18,627 INFO [train.py:927] (7/8) Epoch 18, batch 15100, giga_loss[loss=0.1815, simple_loss=0.2607, pruned_loss=0.05113, over 12407.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04153, over 37.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3081, pruned_loss=0.07218, over 2474229.34 frames. utt_duration=505 frames, utt_pad_proportion=0.0673, over 19656.62 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2854, pruned_loss=0.05808, over 2465674.24 frames. utt_duration=1232 frames, utt_pad_proportion=0.06596, over 8012.93 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3101, pruned_loss=0.0733, over 2474822.11 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06697, over 20901.00 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 08:02:01,483 INFO [train.py:927] (7/8) Epoch 18, batch 15150, giga_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05756, over 12383.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02595, over 66.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3068, pruned_loss=0.07148, over 2474471.95 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06176, over 19111.52 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2855, pruned_loss=0.05812, over 2465780.83 frames. utt_duration=1234 frames, utt_pad_proportion=0.06522, over 8002.75 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3086, pruned_loss=0.07251, over 2474966.98 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06204, over 20248.15 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 08:03:41,758 INFO [train.py:927] (7/8) Epoch 18, batch 15200, giga_loss[loss=0.2054, simple_loss=0.2826, pruned_loss=0.06405, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03121, over 45.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07197, over 2474398.65 frames. utt_duration=509 frames, utt_pad_proportion=0.06236, over 19499.31 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2855, pruned_loss=0.05809, over 2465391.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.065, over 7999.81 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.308, pruned_loss=0.07304, over 2475267.48 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06259, over 20596.77 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 08:05:27,310 INFO [train.py:927] (7/8) Epoch 18, batch 15250, libri_loss[loss=0.2699, simple_loss=0.3518, pruned_loss=0.09401, over 12325.00 frames. utt_duration=419.2 frames, utt_pad_proportion=0.3439, over 118.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07257, over 2474115.45 frames. utt_duration=504 frames, utt_pad_proportion=0.06662, over 19694.15 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2858, pruned_loss=0.05839, over 2465523.82 frames. utt_duration=1213 frames, utt_pad_proportion=0.07193, over 8138.65 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3076, pruned_loss=0.07356, over 2474949.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06404, over 20776.84 utterances.], batch size: 118, lr: 2.22e-04
2022-09-01 08:07:08,924 INFO [train.py:927] (7/8) Epoch 18, batch 15300, libri_loss[loss=0.1783, simple_loss=0.2612, pruned_loss=0.0477, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008428, over 30.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3047, pruned_loss=0.07175, over 2474553.55 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06876, over 19568.54 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2859, pruned_loss=0.05842, over 2465838.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.07079, over 8127.08 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3064, pruned_loss=0.07284, over 2475115.13 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06701, over 20714.14 utterances.], batch size: 30, lr: 2.22e-04
2022-09-01 08:08:54,049 INFO [train.py:927] (7/8) Epoch 18, batch 15350, giga_loss[loss=0.195, simple_loss=0.2788, pruned_loss=0.05562, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03462, over 105.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3064, pruned_loss=0.07282, over 2475097.20 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07353, over 20298.80 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2858, pruned_loss=0.05846, over 2466225.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.07034, over 8115.12 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3082, pruned_loss=0.07383, over 2475314.49 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0721, over 21367.76 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 08:10:38,049 INFO [train.py:927] (7/8) Epoch 18, batch 15400, giga_loss[loss=0.2179, simple_loss=0.3129, pruned_loss=0.06141, over 12426.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03118, over 80.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07279, over 2475352.04 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07446, over 20705.00 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2861, pruned_loss=0.0585, over 2466211.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.07002, over 8125.61 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.0738, over 2475696.19 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07344, over 21750.89 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:12:25,007 INFO [train.py:927] (7/8) Epoch 18, batch 15450, giga_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07541, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05171, over 161.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3089, pruned_loss=0.07275, over 2474107.51 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07713, over 21282.03 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2861, pruned_loss=0.05848, over 2466268.15 frames. utt_duration=1218 frames, utt_pad_proportion=0.06923, over 8110.83 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3104, pruned_loss=0.07377, over 2474431.34 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07651, over 22301.60 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 08:14:05,425 INFO [train.py:927] (7/8) Epoch 18, batch 15500, giga_loss[loss=0.2246, simple_loss=0.3116, pruned_loss=0.06876, over 12368.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.07522, over 2473705.83 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07461, over 20911.34 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2862, pruned_loss=0.05876, over 2466139.58 frames. utt_duration=1217 frames, utt_pad_proportion=0.06871, over 8114.23 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3139, pruned_loss=0.07618, over 2474274.77 frames. utt_duration=450 frames, utt_pad_proportion=0.07447, over 22064.11 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 08:15:47,711 INFO [train.py:927] (7/8) Epoch 18, batch 15550, giga_loss[loss=0.2064, simple_loss=0.2899, pruned_loss=0.06143, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04089, over 113.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3129, pruned_loss=0.07657, over 2474317.75 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07628, over 21466.28 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2863, pruned_loss=0.05898, over 2466049.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.0682, over 8108.52 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3148, pruned_loss=0.07752, over 2475054.92 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07631, over 22687.94 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 08:17:28,078 INFO [train.py:927] (7/8) Epoch 18, batch 15600, giga_loss[loss=0.2397, simple_loss=0.3092, pruned_loss=0.08515, over 12348.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1948, over 367.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3112, pruned_loss=0.07518, over 2473760.61 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07805, over 21943.61 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2862, pruned_loss=0.05913, over 2465659.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07083, over 8147.02 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3137, pruned_loss=0.07641, over 2475002.84 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07708, over 23372.45 utterances.], batch size: 367, lr: 2.22e-04
2022-09-01 08:19:12,547 INFO [train.py:927] (7/8) Epoch 18, batch 15650, giga_loss[loss=0.2462, simple_loss=0.3255, pruned_loss=0.08341, over 12382.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05251, over 161.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07495, over 2473382.96 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07531, over 21592.11 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2863, pruned_loss=0.05916, over 2465643.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.06983, over 8135.36 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3152, pruned_loss=0.07627, over 2474553.48 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07504, over 23053.02 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 08:20:53,711 INFO [train.py:927] (7/8) Epoch 18, batch 15700, giga_loss[loss=0.2075, simple_loss=0.2925, pruned_loss=0.06127, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03118, over 42.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3125, pruned_loss=0.07477, over 2473904.88 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07549, over 21190.89 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05929, over 2466159.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.06934, over 8143.83 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.315, pruned_loss=0.07606, over 2474547.84 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07549, over 22652.86 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 08:22:40,194 INFO [train.py:927] (7/8) Epoch 18, batch 15750, giga_loss[loss=0.2268, simple_loss=0.3037, pruned_loss=0.07492, over 12401.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03103, over 122.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07411, over 2474016.98 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07143, over 20614.49 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2865, pruned_loss=0.05933, over 2465846.27 frames. utt_duration=1217 frames, utt_pad_proportion=0.06833, over 8112.21 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.313, pruned_loss=0.07535, over 2474915.97 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07203, over 22024.62 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 08:24:23,782 INFO [train.py:927] (7/8) Epoch 18, batch 15800, giga_loss[loss=0.1895, simple_loss=0.2821, pruned_loss=0.04846, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02827, over 42.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07363, over 2474418.77 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07433, over 21102.49 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2862, pruned_loss=0.0592, over 2465537.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06759, over 8087.64 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3106, pruned_loss=0.07493, over 2475505.20 frames. utt_duration=443.3 frames, utt_pad_proportion=0.0749, over 22412.78 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 08:26:03,365 INFO [train.py:927] (7/8) Epoch 18, batch 15850, giga_loss[loss=0.1782, simple_loss=0.2721, pruned_loss=0.04215, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03082, over 48.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.07386, over 2474155.36 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07747, over 21389.95 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2861, pruned_loss=0.05925, over 2465175.72 frames. utt_duration=1226 frames, utt_pad_proportion=0.06675, over 8050.19 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3099, pruned_loss=0.07509, over 2475499.86 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07805, over 22689.60 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 08:27:43,361 INFO [train.py:927] (7/8) Epoch 18, batch 15900, giga_loss[loss=0.225, simple_loss=0.3135, pruned_loss=0.06826, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04282, over 34.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3047, pruned_loss=0.0713, over 2474239.85 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08258, over 21985.28 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05943, over 2465284.34 frames. utt_duration=1229 frames, utt_pad_proportion=0.06563, over 8031.21 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07239, over 2475421.49 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08316, over 23340.51 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 08:29:31,534 INFO [train.py:927] (7/8) Epoch 18, batch 15950, giga_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.05786, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3022, pruned_loss=0.07001, over 2474735.77 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07806, over 21397.59 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2861, pruned_loss=0.05938, over 2465144.68 frames. utt_duration=1232 frames, utt_pad_proportion=0.06498, over 8012.77 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3043, pruned_loss=0.07108, over 2475932.94 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07905, over 22680.08 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:31:14,668 INFO [train.py:927] (7/8) Epoch 18, batch 16000, giga_loss[loss=0.2202, simple_loss=0.3173, pruned_loss=0.06158, over 12384.00 frames. utt_duration=709 frames, utt_pad_proportion=0.0274, over 70.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.0698, over 2474956.83 frames. utt_duration=471 frames, utt_pad_proportion=0.0746, over 21083.21 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2855, pruned_loss=0.05908, over 2465303.24 frames. utt_duration=1239 frames, utt_pad_proportion=0.06417, over 7970.82 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3039, pruned_loss=0.07111, over 2475949.29 frames. utt_duration=444 frames, utt_pad_proportion=0.07587, over 22377.78 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 08:32:58,593 INFO [train.py:927] (7/8) Epoch 18, batch 16050, giga_loss[loss=0.2116, simple_loss=0.2971, pruned_loss=0.06306, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03643, over 105.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3032, pruned_loss=0.07087, over 2474466.11 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07311, over 21293.04 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2852, pruned_loss=0.05901, over 2464880.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06311, over 7946.94 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3058, pruned_loss=0.0722, over 2475820.10 frames. utt_duration=439 frames, utt_pad_proportion=0.07462, over 22635.63 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 08:34:40,903 INFO [train.py:927] (7/8) Epoch 18, batch 16100, giga_loss[loss=0.2672, simple_loss=0.351, pruned_loss=0.09176, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.0537, over 162.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07148, over 2475039.35 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07113, over 21123.09 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2854, pruned_loss=0.05914, over 2465082.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06182, over 7951.34 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07293, over 2476354.14 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07299, over 22735.20 utterances.], batch size: 162, lr: 2.22e-04
2022-09-01 08:36:26,251 INFO [train.py:927] (7/8) Epoch 18, batch 16150, giga_loss[loss=0.2156, simple_loss=0.3059, pruned_loss=0.06269, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02989, over 80.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07085, over 2474292.10 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06867, over 20209.55 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2852, pruned_loss=0.05896, over 2464957.69 frames. utt_duration=1245 frames, utt_pad_proportion=0.06068, over 7931.98 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07251, over 2475744.73 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07084, over 21873.19 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:38:12,718 INFO [train.py:927] (7/8) Epoch 18, batch 16200, giga_loss[loss=0.2321, simple_loss=0.305, pruned_loss=0.07961, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02601, over 48.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3063, pruned_loss=0.07197, over 2474377.76 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07275, over 20345.29 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2853, pruned_loss=0.05899, over 2464782.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06414, over 8001.61 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3089, pruned_loss=0.07355, over 2475902.07 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07326, over 21890.69 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 08:40:02,377 INFO [train.py:927] (7/8) Epoch 18, batch 16250, giga_loss[loss=0.2153, simple_loss=0.3039, pruned_loss=0.06333, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03465, over 43.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3061, pruned_loss=0.07174, over 2474739.43 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07581, over 20734.55 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2847, pruned_loss=0.05876, over 2464984.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06289, over 7955.10 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3093, pruned_loss=0.07357, over 2476028.35 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07656, over 22367.22 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 08:41:53,085 INFO [train.py:927] (7/8) Epoch 18, batch 16300, giga_loss[loss=0.2183, simple_loss=0.3026, pruned_loss=0.06698, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3066, pruned_loss=0.0717, over 2475422.77 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07252, over 21004.25 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2849, pruned_loss=0.05879, over 2465056.02 frames. utt_duration=1242 frames, utt_pad_proportion=0.06265, over 7949.33 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3091, pruned_loss=0.07317, over 2476412.86 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07338, over 22344.65 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 08:43:38,092 INFO [train.py:927] (7/8) Epoch 18, batch 16350, giga_loss[loss=0.2198, simple_loss=0.2955, pruned_loss=0.07202, over 12143.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03457, over 36.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3064, pruned_loss=0.07202, over 2475640.41 frames. utt_duration=472 frames, utt_pad_proportion=0.07396, over 21043.86 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2854, pruned_loss=0.05881, over 2465281.41 frames. utt_duration=1244 frames, utt_pad_proportion=0.06178, over 7934.44 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.0734, over 2476433.93 frames. utt_duration=444.6 frames, utt_pad_proportion=0.0749, over 22352.79 utterances.], batch size: 36, lr: 2.22e-04
2022-09-01 08:45:22,700 INFO [train.py:927] (7/8) Epoch 18, batch 16400, libri_loss[loss=0.2302, simple_loss=0.3012, pruned_loss=0.07958, over 12424.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03581, over 46.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3059, pruned_loss=0.07268, over 2475260.96 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08263, over 22048.71 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2855, pruned_loss=0.05895, over 2465099.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.06115, over 7930.50 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.07382, over 2476170.04 frames. utt_duration=427 frames, utt_pad_proportion=0.08321, over 23272.57 utterances.], batch size: 46, lr: 2.22e-04
2022-09-01 08:47:09,812 INFO [train.py:927] (7/8) Epoch 18, batch 16450, giga_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08038, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.305, pruned_loss=0.07219, over 2474539.33 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08345, over 21810.39 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2856, pruned_loss=0.059, over 2465030.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.06098, over 7938.13 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07315, over 2475410.75 frames. utt_duration=434.1 frames, utt_pad_proportion=0.084, over 22887.28 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 08:48:57,424 INFO [train.py:927] (7/8) Epoch 18, batch 16500, libri_loss[loss=0.1703, simple_loss=0.2558, pruned_loss=0.04235, over 12441.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007334, over 32.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3063, pruned_loss=0.0733, over 2474941.08 frames. utt_duration=444 frames, utt_pad_proportion=0.0826, over 22368.56 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2857, pruned_loss=0.05906, over 2465205.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06121, over 7954.63 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07415, over 2475549.06 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08308, over 23332.44 utterances.], batch size: 32, lr: 2.22e-04
2022-09-01 08:50:41,945 INFO [train.py:927] (7/8) Epoch 18, batch 16550, libri_loss[loss=0.1819, simple_loss=0.2652, pruned_loss=0.04931, over 12456.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009415, over 29.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3063, pruned_loss=0.07416, over 2475324.90 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08179, over 22530.45 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2851, pruned_loss=0.05888, over 2465271.06 frames. utt_duration=1244 frames, utt_pad_proportion=0.06091, over 7938.71 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3082, pruned_loss=0.07533, over 2475945.88 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08243, over 23633.46 utterances.], batch size: 29, lr: 2.22e-04
2022-09-01 08:52:24,473 INFO [train.py:927] (7/8) Epoch 18, batch 16600, giga_loss[loss=0.2352, simple_loss=0.3178, pruned_loss=0.0763, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03244, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3062, pruned_loss=0.07345, over 2474710.01 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07918, over 21733.80 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2849, pruned_loss=0.05867, over 2465643.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05959, over 7911.91 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07501, over 2475113.85 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08044, over 23041.70 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 08:54:09,847 INFO [train.py:927] (7/8) Epoch 18, batch 16650, giga_loss[loss=0.204, simple_loss=0.2937, pruned_loss=0.05715, over 12349.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03253, over 62.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3068, pruned_loss=0.07471, over 2474649.55 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08032, over 21877.47 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2849, pruned_loss=0.05873, over 2465562.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.05836, over 7889.90 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.07633, over 2475308.61 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08185, over 23334.97 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:55:55,585 INFO [train.py:927] (7/8) Epoch 18, batch 16700, giga_loss[loss=0.2311, simple_loss=0.3108, pruned_loss=0.07564, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03037, over 48.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3079, pruned_loss=0.07544, over 2474644.27 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07994, over 21644.57 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2849, pruned_loss=0.0587, over 2465834.48 frames. utt_duration=1252 frames, utt_pad_proportion=0.0579, over 7888.01 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07691, over 2474993.06 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08141, over 22925.18 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 08:57:40,523 INFO [train.py:927] (7/8) Epoch 18, batch 16750, giga_loss[loss=0.2576, simple_loss=0.3353, pruned_loss=0.08998, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3095, pruned_loss=0.07537, over 2474041.62 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07906, over 21467.24 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2851, pruned_loss=0.05876, over 2465445.55 frames. utt_duration=1252 frames, utt_pad_proportion=0.05754, over 7885.60 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3114, pruned_loss=0.07671, over 2474818.77 frames. utt_duration=438 frames, utt_pad_proportion=0.0805, over 22677.48 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 08:59:26,016 INFO [train.py:927] (7/8) Epoch 18, batch 16800, giga_loss[loss=0.2138, simple_loss=0.2978, pruned_loss=0.06492, over 12364.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3083, pruned_loss=0.07478, over 2473319.52 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08237, over 21655.89 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2848, pruned_loss=0.05876, over 2465256.72 frames. utt_duration=1245 frames, utt_pad_proportion=0.06146, over 7927.99 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07618, over 2474280.27 frames. utt_duration=434 frames, utt_pad_proportion=0.08226, over 22880.26 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 09:01:09,759 INFO [train.py:927] (7/8) Epoch 18, batch 16850, giga_loss[loss=0.2013, simple_loss=0.2871, pruned_loss=0.05774, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.309, pruned_loss=0.07533, over 2473207.97 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08395, over 22084.42 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2852, pruned_loss=0.05898, over 2465598.67 frames. utt_duration=1244 frames, utt_pad_proportion=0.06097, over 7937.39 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.07664, over 2473832.83 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08412, over 23393.01 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 09:02:55,427 INFO [train.py:927] (7/8) Epoch 18, batch 16900, giga_loss[loss=0.2112, simple_loss=0.2967, pruned_loss=0.06284, over 12450.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04372, over 134.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3094, pruned_loss=0.0761, over 2473708.92 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07965, over 21657.48 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2855, pruned_loss=0.05916, over 2465697.53 frames. utt_duration=1239 frames, utt_pad_proportion=0.06064, over 7971.16 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07784, over 2474564.69 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08052, over 23397.51 utterances.], batch size: 134, lr: 2.21e-04
2022-09-01 09:04:39,716 INFO [train.py:927] (7/8) Epoch 18, batch 16950, giga_loss[loss=0.2364, simple_loss=0.3225, pruned_loss=0.07514, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3114, pruned_loss=0.07778, over 2473978.69 frames. utt_duration=451.6 frames, utt_pad_proportion=0.0782, over 21986.66 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2859, pruned_loss=0.05943, over 2465817.04 frames. utt_duration=1226 frames, utt_pad_proportion=0.06503, over 8052.31 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.07897, over 2474578.83 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0777, over 23337.97 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 09:06:23,882 INFO [train.py:927] (7/8) Epoch 18, batch 17000, giga_loss[loss=0.2057, simple_loss=0.2917, pruned_loss=0.0598, over 12290.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02676, over 42.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.312, pruned_loss=0.07818, over 2473725.85 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08178, over 22441.37 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2858, pruned_loss=0.05946, over 2465666.12 frames. utt_duration=1230 frames, utt_pad_proportion=0.06389, over 8027.23 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3141, pruned_loss=0.07953, over 2474539.32 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08166, over 23870.11 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 09:08:06,006 INFO [train.py:927] (7/8) Epoch 18, batch 17050, giga_loss[loss=0.2024, simple_loss=0.2972, pruned_loss=0.05376, over 12095.00 frames. utt_duration=1729 frames, utt_pad_proportion=0.05035, over 28.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07708, over 2473715.89 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08155, over 22033.09 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2861, pruned_loss=0.05962, over 2465867.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06328, over 8032.65 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.07834, over 2474332.31 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08179, over 23426.42 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 09:09:50,156 INFO [train.py:927] (7/8) Epoch 18, batch 17100, giga_loss[loss=0.2363, simple_loss=0.3113, pruned_loss=0.08067, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.07627, over 2473347.17 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08408, over 22564.91 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2861, pruned_loss=0.05965, over 2465660.31 frames. utt_duration=1221 frames, utt_pad_proportion=0.0663, over 8085.24 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07764, over 2474211.55 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08339, over 23950.39 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 09:11:35,332 INFO [train.py:927] (7/8) Epoch 18, batch 17150, giga_loss[loss=0.2572, simple_loss=0.3172, pruned_loss=0.09866, over 12352.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3082, pruned_loss=0.07535, over 2473097.06 frames. utt_duration=444.6 frames, utt_pad_proportion=0.0834, over 22322.10 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2855, pruned_loss=0.05937, over 2465598.66 frames. utt_duration=1227 frames, utt_pad_proportion=0.06542, over 8045.82 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07697, over 2473953.83 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08322, over 23710.92 utterances.], batch size: 367, lr: 2.21e-04
2022-09-01 09:13:21,610 INFO [train.py:927] (7/8) Epoch 18, batch 17200, libri_loss[loss=0.1652, simple_loss=0.2429, pruned_loss=0.04377, over 12450.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.0105, over 29.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3039, pruned_loss=0.07358, over 2473355.33 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08071, over 21734.65 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2851, pruned_loss=0.05926, over 2465682.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.06499, over 8026.40 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3064, pruned_loss=0.0751, over 2474016.22 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08089, over 22980.74 utterances.], batch size: 29, lr: 2.21e-04
2022-09-01 09:15:09,461 INFO [train.py:927] (7/8) Epoch 18, batch 17250, giga_loss[loss=0.2235, simple_loss=0.3134, pruned_loss=0.0668, over 12391.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.303, pruned_loss=0.0729, over 2473625.05 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07768, over 21475.23 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2851, pruned_loss=0.05932, over 2465591.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.06428, over 8009.11 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3053, pruned_loss=0.07424, over 2474334.72 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07825, over 22655.20 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 09:16:52,806 INFO [train.py:927] (7/8) Epoch 18, batch 17300, giga_loss[loss=0.2095, simple_loss=0.3021, pruned_loss=0.05845, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3018, pruned_loss=0.06997, over 2473614.41 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07598, over 21804.85 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2851, pruned_loss=0.05941, over 2465711.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06369, over 8009.74 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3041, pruned_loss=0.07129, over 2474306.90 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07683, over 23114.21 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 09:18:37,419 INFO [train.py:927] (7/8) Epoch 18, batch 17350, giga_loss[loss=0.213, simple_loss=0.2933, pruned_loss=0.06635, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.02903, over 40.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3001, pruned_loss=0.06676, over 2474934.02 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07149, over 22148.04 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.285, pruned_loss=0.05939, over 2465796.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.06295, over 7992.68 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3022, pruned_loss=0.06793, over 2475506.88 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07265, over 23384.70 utterances.], batch size: 40, lr: 2.21e-04
2022-09-01 09:20:20,916 INFO [train.py:927] (7/8) Epoch 18, batch 17400, giga_loss[loss=0.2085, simple_loss=0.3095, pruned_loss=0.05369, over 12333.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03064, over 91.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06412, over 2475602.86 frames. utt_duration=437 frames, utt_pad_proportion=0.07029, over 22737.27 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2852, pruned_loss=0.05952, over 2465849.68 frames. utt_duration=1239 frames, utt_pad_proportion=0.06201, over 7969.02 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3009, pruned_loss=0.06505, over 2476174.86 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07157, over 23997.36 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 09:22:03,337 INFO [train.py:927] (7/8) Epoch 18, batch 17450, giga_loss[loss=0.2643, simple_loss=0.3538, pruned_loss=0.08738, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3001, pruned_loss=0.06369, over 2475999.65 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07332, over 23829.83 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2856, pruned_loss=0.05965, over 2466167.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06529, over 8032.41 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3014, pruned_loss=0.06438, over 2476348.50 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07333, over 25033.29 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 09:23:43,732 INFO [train.py:927] (7/8) Epoch 18, batch 17500, giga_loss[loss=0.1895, simple_loss=0.2825, pruned_loss=0.04819, over 12472.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03134, over 86.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2979, pruned_loss=0.06171, over 2476741.79 frames. utt_duration=411.5 frames, utt_pad_proportion=0.07194, over 24159.43 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2859, pruned_loss=0.05976, over 2466155.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.06954, over 8121.61 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2989, pruned_loss=0.06223, over 2477215.06 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07088, over 25320.46 utterances.], batch size: 86, lr: 2.21e-04
2022-09-01 09:25:26,927 INFO [train.py:927] (7/8) Epoch 18, batch 17550, giga_loss[loss=0.1935, simple_loss=0.2737, pruned_loss=0.05661, over 12381.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.181, over 359.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2963, pruned_loss=0.06032, over 2476922.91 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07412, over 24755.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.0599, over 2466159.76 frames. utt_duration=1218 frames, utt_pad_proportion=0.06873, over 8111.80 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.297, pruned_loss=0.06064, over 2477424.08 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07341, over 25884.34 utterances.], batch size: 359, lr: 2.21e-04
2022-09-01 09:27:06,990 INFO [train.py:927] (7/8) Epoch 18, batch 17600, giga_loss[loss=0.2098, simple_loss=0.3101, pruned_loss=0.05474, over 12366.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05963, over 2475911.72 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07444, over 24215.05 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2867, pruned_loss=0.06058, over 2465512.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.07049, over 8126.79 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2955, pruned_loss=0.05927, over 2477476.33 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07352, over 26034.54 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 09:28:51,715 INFO [train.py:927] (7/8) Epoch 18, batch 17650, libri_loss[loss=0.2031, simple_loss=0.2852, pruned_loss=0.06054, over 12313.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005065, over 35.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05752, over 2476338.08 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07552, over 24749.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2865, pruned_loss=0.0606, over 2465788.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06945, over 8113.60 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2917, pruned_loss=0.05716, over 2477593.43 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07505, over 26588.99 utterances.], batch size: 35, lr: 2.21e-04
2022-09-01 09:30:36,669 INFO [train.py:927] (7/8) Epoch 18, batch 17700, giga_loss[loss=0.1841, simple_loss=0.28, pruned_loss=0.04412, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2892, pruned_loss=0.05669, over 2475920.62 frames. utt_duration=394.1 frames, utt_pad_proportion=0.0771, over 25225.40 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06077, over 2465605.24 frames. utt_duration=1206 frames, utt_pad_proportion=0.07343, over 8185.07 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05626, over 2477161.92 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07568, over 26755.16 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 09:32:39,235 INFO [train.py:927] (7/8) Epoch 18, batch 17750, giga_loss[loss=0.2093, simple_loss=0.2981, pruned_loss=0.06023, over 12428.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07258, over 213.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05627, over 2476974.94 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07716, over 25470.93 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2869, pruned_loss=0.06085, over 2465965.52 frames. utt_duration=1204 frames, utt_pad_proportion=0.07336, over 8206.05 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2907, pruned_loss=0.05579, over 2477770.67 frames. utt_duration=369.8 frames, utt_pad_proportion=0.0761, over 26902.54 utterances.], batch size: 213, lr: 2.21e-04
2022-09-01 09:34:47,889 INFO [train.py:927] (7/8) Epoch 18, batch 17800, giga_loss[loss=0.1943, simple_loss=0.2697, pruned_loss=0.05945, over 12376.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1791, over 358.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2891, pruned_loss=0.05519, over 2476583.53 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07466, over 24982.57 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06078, over 2465789.91 frames. utt_duration=1208 frames, utt_pad_proportion=0.07262, over 8175.11 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2895, pruned_loss=0.05481, over 2477532.18 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07413, over 26370.25 utterances.], batch size: 358, lr: 2.21e-04
2022-09-01 09:36:47,754 INFO [train.py:927] (7/8) Epoch 18, batch 17850, giga_loss[loss=0.1731, simple_loss=0.2705, pruned_loss=0.03788, over 12400.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.288, pruned_loss=0.05415, over 2476894.72 frames. utt_duration=387.2 frames, utt_pad_proportion=0.07699, over 25675.98 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06097, over 2465636.15 frames. utt_duration=1200 frames, utt_pad_proportion=0.07603, over 8229.50 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2883, pruned_loss=0.05358, over 2477991.68 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07562, over 27038.08 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 09:38:56,360 INFO [train.py:927] (7/8) Epoch 18, batch 17900, giga_loss[loss=0.1819, simple_loss=0.27, pruned_loss=0.04687, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0248, over 48.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05312, over 2477083.75 frames. utt_duration=391.7 frames, utt_pad_proportion=0.0745, over 25382.02 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06098, over 2465625.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.0755, over 8216.20 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.0526, over 2478068.32 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07368, over 26628.24 utterances.], batch size: 48, lr: 2.21e-04
2022-09-01 09:40:48,846 INFO [train.py:927] (7/8) Epoch 18, batch 17950, giga_loss[loss=0.2089, simple_loss=0.3046, pruned_loss=0.05664, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05291, over 2477205.01 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07218, over 25415.37 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06099, over 2465515.75 frames. utt_duration=1202 frames, utt_pad_proportion=0.07519, over 8218.15 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05234, over 2478264.78 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07167, over 26700.79 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:43:02,689 INFO [train.py:927] (7/8) Epoch 18, batch 18000, giga_loss[loss=0.1627, simple_loss=0.2548, pruned_loss=0.03527, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2847, pruned_loss=0.0515, over 2477684.86 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06942, over 24566.26 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2864, pruned_loss=0.06071, over 2465963.85 frames. utt_duration=1203 frames, utt_pad_proportion=0.0748, over 8207.87 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2851, pruned_loss=0.05109, over 2478377.72 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06922, over 25982.34 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 09:43:02,690 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 09:43:18,113 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.17, simple_loss=0.281, pruned_loss=0.02955, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 09:45:18,270 INFO [train.py:927] (7/8) Epoch 18, batch 18050, giga_loss[loss=0.1911, simple_loss=0.2919, pruned_loss=0.04516, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.02984, over 85.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05095, over 2476862.16 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06799, over 24367.74 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06085, over 2465389.30 frames. utt_duration=1206 frames, utt_pad_proportion=0.07364, over 8189.83 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2841, pruned_loss=0.05027, over 2478201.13 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06819, over 25880.96 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 09:47:19,250 INFO [train.py:927] (7/8) Epoch 18, batch 18100, giga_loss[loss=0.192, simple_loss=0.2949, pruned_loss=0.04458, over 12337.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02893, over 48.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2867, pruned_loss=0.05063, over 2477043.56 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06948, over 25002.48 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06085, over 2465499.98 frames. utt_duration=1208 frames, utt_pad_proportion=0.07284, over 8174.11 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2869, pruned_loss=0.04997, over 2478142.96 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06976, over 26426.89 utterances.], batch size: 48, lr: 2.21e-04
2022-09-01 09:49:29,721 INFO [train.py:927] (7/8) Epoch 18, batch 18150, giga_loss[loss=0.1797, simple_loss=0.2809, pruned_loss=0.03927, over 12418.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2879, pruned_loss=0.04985, over 2477681.60 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06414, over 23884.81 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06099, over 2465628.92 frames. utt_duration=1209 frames, utt_pad_proportion=0.07172, over 8166.68 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2877, pruned_loss=0.04902, over 2478651.61 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06493, over 25313.99 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 09:51:30,918 INFO [train.py:927] (7/8) Epoch 18, batch 18200, giga_loss[loss=0.1665, simple_loss=0.2615, pruned_loss=0.03577, over 12460.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02531, over 55.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2874, pruned_loss=0.05003, over 2477783.38 frames. utt_duration=421.3 frames, utt_pad_proportion=0.0625, over 23595.87 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2864, pruned_loss=0.06085, over 2466037.43 frames. utt_duration=1209 frames, utt_pad_proportion=0.07108, over 8169.59 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2877, pruned_loss=0.04919, over 2478519.66 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06333, over 25141.65 utterances.], batch size: 55, lr: 2.21e-04
2022-09-01 09:54:00,245 INFO [train.py:927] (7/8) Epoch 18, batch 18250, giga_loss[loss=0.1699, simple_loss=0.2619, pruned_loss=0.039, over 12466.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03026, over 92.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2868, pruned_loss=0.05072, over 2477759.70 frames. utt_duration=430 frames, utt_pad_proportion=0.06236, over 23115.68 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06082, over 2466191.06 frames. utt_duration=1213 frames, utt_pad_proportion=0.06986, over 8145.74 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2872, pruned_loss=0.04984, over 2478476.72 frames. utt_duration=402 frames, utt_pad_proportion=0.06336, over 24734.01 utterances.], batch size: 92, lr: 2.21e-04
2022-09-01 09:56:07,866 INFO [train.py:927] (7/8) Epoch 18, batch 18300, giga_loss[loss=0.1747, simple_loss=0.2573, pruned_loss=0.04605, over 12332.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2836, pruned_loss=0.04949, over 2477745.70 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06318, over 23053.72 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2862, pruned_loss=0.06085, over 2466157.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.07342, over 8202.81 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.284, pruned_loss=0.04866, over 2478475.90 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06294, over 24479.18 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 09:58:06,549 INFO [train.py:927] (7/8) Epoch 18, batch 18350, giga_loss[loss=0.2065, simple_loss=0.2996, pruned_loss=0.05668, over 12449.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02884, over 80.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2841, pruned_loss=0.04972, over 2477536.28 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06201, over 23224.93 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.286, pruned_loss=0.06078, over 2466054.75 frames. utt_duration=1208 frames, utt_pad_proportion=0.07213, over 8175.20 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2844, pruned_loss=0.04885, over 2478452.28 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06218, over 24711.18 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 10:00:02,695 INFO [train.py:927] (7/8) Epoch 18, batch 18400, giga_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05788, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03941, over 113.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2839, pruned_loss=0.05048, over 2477472.64 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06117, over 22919.95 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2857, pruned_loss=0.06075, over 2466459.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.06953, over 8120.89 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2844, pruned_loss=0.04931, over 2478357.05 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06198, over 24847.29 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 10:02:05,246 INFO [train.py:927] (7/8) Epoch 18, batch 18450, giga_loss[loss=0.1798, simple_loss=0.2842, pruned_loss=0.03764, over 12331.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03219, over 58.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.05129, over 2477153.01 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06363, over 23263.57 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06084, over 2466369.72 frames. utt_duration=1216 frames, utt_pad_proportion=0.06887, over 8121.15 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2843, pruned_loss=0.05016, over 2478073.67 frames. utt_duration=398 frames, utt_pad_proportion=0.06425, over 24982.56 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 10:04:18,034 INFO [train.py:927] (7/8) Epoch 18, batch 18500, giga_loss[loss=0.1886, simple_loss=0.2842, pruned_loss=0.04649, over 12370.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02714, over 91.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2856, pruned_loss=0.05119, over 2477192.22 frames. utt_duration=441.5 frames, utt_pad_proportion=0.06144, over 22504.70 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06072, over 2466595.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.06706, over 8091.45 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2857, pruned_loss=0.0501, over 2478043.49 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06262, over 24380.08 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:06:32,687 INFO [train.py:927] (7/8) Epoch 18, batch 18550, giga_loss[loss=0.1773, simple_loss=0.2633, pruned_loss=0.04563, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04618, over 146.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2833, pruned_loss=0.05043, over 2477963.33 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06248, over 23109.73 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2858, pruned_loss=0.06051, over 2466682.05 frames. utt_duration=1222 frames, utt_pad_proportion=0.06612, over 8084.18 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2835, pruned_loss=0.04953, over 2478808.19 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06359, over 24956.68 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:08:26,997 INFO [train.py:927] (7/8) Epoch 18, batch 18600, libri_loss[loss=0.1734, simple_loss=0.2525, pruned_loss=0.04711, over 12259.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03627, over 27.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2793, pruned_loss=0.04956, over 2477476.77 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06455, over 23268.93 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2851, pruned_loss=0.0602, over 2466193.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.06489, over 8014.29 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.28, pruned_loss=0.04877, over 2478988.50 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06563, over 25303.87 utterances.], batch size: 27, lr: 2.21e-04
2022-09-01 10:10:20,882 INFO [train.py:927] (7/8) Epoch 18, batch 18650, giga_loss[loss=0.2126, simple_loss=0.3048, pruned_loss=0.06025, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2804, pruned_loss=0.05028, over 2477101.79 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06381, over 23192.12 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2849, pruned_loss=0.06015, over 2466157.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.06407, over 8007.16 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.281, pruned_loss=0.04941, over 2478638.89 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06493, over 25231.61 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:12:21,809 INFO [train.py:927] (7/8) Epoch 18, batch 18700, giga_loss[loss=0.1762, simple_loss=0.2717, pruned_loss=0.04038, over 12403.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03199, over 122.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2802, pruned_loss=0.0499, over 2476992.81 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06786, over 24217.54 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2858, pruned_loss=0.06072, over 2466125.97 frames. utt_duration=1223 frames, utt_pad_proportion=0.06743, over 8073.19 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2797, pruned_loss=0.04835, over 2478570.20 frames. utt_duration=378.3 frames, utt_pad_proportion=0.0675, over 26292.81 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:14:33,665 INFO [train.py:927] (7/8) Epoch 18, batch 18750, giga_loss[loss=0.1746, simple_loss=0.273, pruned_loss=0.0381, over 12389.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2788, pruned_loss=0.04904, over 2477017.71 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06619, over 23852.57 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2857, pruned_loss=0.06068, over 2466066.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06662, over 8049.77 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2783, pruned_loss=0.0476, over 2478552.44 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06628, over 25886.60 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:16:40,827 INFO [train.py:927] (7/8) Epoch 18, batch 18800, giga_loss[loss=0.1866, simple_loss=0.2786, pruned_loss=0.04732, over 12406.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2791, pruned_loss=0.04959, over 2477323.62 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06622, over 24039.35 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2856, pruned_loss=0.06071, over 2466293.71 frames. utt_duration=1229 frames, utt_pad_proportion=0.06566, over 8036.52 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2787, pruned_loss=0.04815, over 2478591.70 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06655, over 26023.56 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 10:18:34,877 INFO [train.py:927] (7/8) Epoch 18, batch 18850, giga_loss[loss=0.1856, simple_loss=0.2902, pruned_loss=0.0405, over 12381.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.189, simple_loss=0.279, pruned_loss=0.04953, over 2477869.33 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06455, over 24419.00 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2857, pruned_loss=0.06068, over 2466464.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06564, over 8056.95 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2784, pruned_loss=0.04828, over 2478865.45 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06492, over 26183.11 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 10:20:32,203 INFO [train.py:927] (7/8) Epoch 18, batch 18900, giga_loss[loss=0.1943, simple_loss=0.2921, pruned_loss=0.04824, over 12414.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03139, over 80.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04969, over 2477103.64 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06492, over 24037.69 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2857, pruned_loss=0.06065, over 2466304.39 frames. utt_duration=1229 frames, utt_pad_proportion=0.06442, over 8035.53 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2808, pruned_loss=0.04842, over 2478354.81 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06552, over 25906.91 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 10:22:30,647 INFO [train.py:927] (7/8) Epoch 18, batch 18950, giga_loss[loss=0.1768, simple_loss=0.2776, pruned_loss=0.03798, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04647, over 146.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.282, pruned_loss=0.04935, over 2477214.14 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06264, over 24188.74 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2855, pruned_loss=0.06061, over 2466060.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06372, over 8014.13 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2817, pruned_loss=0.04824, over 2478541.68 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06344, over 25884.97 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:24:29,612 INFO [train.py:927] (7/8) Epoch 18, batch 19000, giga_loss[loss=0.1808, simple_loss=0.2651, pruned_loss=0.04826, over 12413.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09628, over 256.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2808, pruned_loss=0.04922, over 2476887.70 frames. utt_duration=394 frames, utt_pad_proportion=0.06757, over 25226.26 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2856, pruned_loss=0.06063, over 2466064.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06323, over 8018.78 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2804, pruned_loss=0.04809, over 2478174.12 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06804, over 26929.88 utterances.], batch size: 256, lr: 2.21e-04
2022-09-01 10:26:26,697 INFO [train.py:927] (7/8) Epoch 18, batch 19050, giga_loss[loss=0.1872, simple_loss=0.2642, pruned_loss=0.05509, over 12391.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2798, pruned_loss=0.04941, over 2476840.90 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06829, over 24521.82 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06102, over 2466101.67 frames. utt_duration=1219 frames, utt_pad_proportion=0.06636, over 8104.48 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2789, pruned_loss=0.04778, over 2478170.22 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0678, over 26347.31 utterances.], batch size: 355, lr: 2.21e-04
2022-09-01 10:28:29,269 INFO [train.py:927] (7/8) Epoch 18, batch 19100, giga_loss[loss=0.1588, simple_loss=0.2579, pruned_loss=0.02987, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2811, pruned_loss=0.04984, over 2476644.41 frames. utt_duration=413 frames, utt_pad_proportion=0.06636, over 24057.91 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06103, over 2465962.02 frames. utt_duration=1219 frames, utt_pad_proportion=0.0656, over 8099.96 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2803, pruned_loss=0.04814, over 2478201.86 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06631, over 26064.28 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 10:30:24,879 INFO [train.py:927] (7/8) Epoch 18, batch 19150, giga_loss[loss=0.189, simple_loss=0.2798, pruned_loss=0.04906, over 12403.00 frames. utt_duration=275.3 frames, utt_pad_proportion=0.05405, over 181.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.282, pruned_loss=0.0501, over 2476971.51 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06382, over 23732.27 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.286, pruned_loss=0.06105, over 2465641.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06489, over 8088.50 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2812, pruned_loss=0.04859, over 2478638.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06415, over 25538.27 utterances.], batch size: 181, lr: 2.21e-04
2022-09-01 10:32:29,211 INFO [train.py:927] (7/8) Epoch 18, batch 19200, giga_loss[loss=0.2072, simple_loss=0.3017, pruned_loss=0.05634, over 12396.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2837, pruned_loss=0.05033, over 2476934.41 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06623, over 24089.12 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06101, over 2465530.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06452, over 8070.64 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2832, pruned_loss=0.04909, over 2478433.13 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06645, over 25656.53 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 10:34:44,402 INFO [train.py:927] (7/8) Epoch 18, batch 19250, giga_loss[loss=0.1911, simple_loss=0.2821, pruned_loss=0.05001, over 12371.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2826, pruned_loss=0.05044, over 2477408.08 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07058, over 25139.93 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2858, pruned_loss=0.06084, over 2465445.26 frames. utt_duration=1227 frames, utt_pad_proportion=0.06383, over 8046.69 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.04948, over 2478823.94 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07073, over 26619.97 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:36:44,192 INFO [train.py:927] (7/8) Epoch 18, batch 19300, giga_loss[loss=0.2006, simple_loss=0.2827, pruned_loss=0.05923, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05055, over 2477564.89 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07315, over 25154.68 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2858, pruned_loss=0.06097, over 2465457.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.0719, over 8182.71 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2818, pruned_loss=0.04938, over 2479009.84 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07102, over 26675.91 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 10:38:50,236 INFO [train.py:927] (7/8) Epoch 18, batch 19350, giga_loss[loss=0.1949, simple_loss=0.2871, pruned_loss=0.05133, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02964, over 55.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2803, pruned_loss=0.05037, over 2477047.88 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07383, over 25265.42 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2858, pruned_loss=0.06101, over 2465550.70 frames. utt_duration=1207 frames, utt_pad_proportion=0.07115, over 8179.19 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2799, pruned_loss=0.04923, over 2478313.38 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07231, over 26762.71 utterances.], batch size: 55, lr: 2.21e-04
2022-09-01 10:40:54,103 INFO [train.py:927] (7/8) Epoch 18, batch 19400, giga_loss[loss=0.2119, simple_loss=0.3099, pruned_loss=0.05696, over 12362.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.281, pruned_loss=0.04975, over 2477065.41 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07213, over 25010.87 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2858, pruned_loss=0.06106, over 2465336.91 frames. utt_duration=1212 frames, utt_pad_proportion=0.07013, over 8143.85 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2806, pruned_loss=0.0486, over 2478478.12 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07129, over 26550.72 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 10:42:44,256 INFO [train.py:927] (7/8) Epoch 18, batch 19450, giga_loss[loss=0.1877, simple_loss=0.2867, pruned_loss=0.0443, over 12365.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0344, over 122.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2822, pruned_loss=0.04923, over 2476687.39 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06845, over 23546.25 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2855, pruned_loss=0.06089, over 2464994.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06782, over 8085.43 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.282, pruned_loss=0.04796, over 2478676.81 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06869, over 25538.95 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:44:52,669 INFO [train.py:927] (7/8) Epoch 18, batch 19500, giga_loss[loss=0.1974, simple_loss=0.2858, pruned_loss=0.05453, over 12412.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2816, pruned_loss=0.04858, over 2476796.26 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07076, over 23843.10 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2852, pruned_loss=0.0607, over 2465136.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.0669, over 8066.34 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2816, pruned_loss=0.04746, over 2478538.21 frames. utt_duration=385 frames, utt_pad_proportion=0.07111, over 25832.65 utterances.], batch size: 257, lr: 2.21e-04
2022-09-01 10:47:01,289 INFO [train.py:927] (7/8) Epoch 18, batch 19550, giga_loss[loss=0.2219, simple_loss=0.3118, pruned_loss=0.06601, over 12447.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03723, over 133.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2823, pruned_loss=0.04906, over 2477077.24 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06741, over 23638.78 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2848, pruned_loss=0.06055, over 2465118.63 frames. utt_duration=1231 frames, utt_pad_proportion=0.06505, over 8018.98 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2826, pruned_loss=0.04779, over 2479023.28 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06851, over 25965.90 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:49:16,212 INFO [train.py:927] (7/8) Epoch 18, batch 19600, giga_loss[loss=0.2221, simple_loss=0.3154, pruned_loss=0.06437, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2836, pruned_loss=0.04894, over 2477243.33 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06436, over 23466.91 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2846, pruned_loss=0.06046, over 2465174.85 frames. utt_duration=1235 frames, utt_pad_proportion=0.06405, over 7990.91 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.284, pruned_loss=0.04777, over 2478982.45 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06578, over 25683.61 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 10:51:30,161 INFO [train.py:927] (7/8) Epoch 18, batch 19650, giga_loss[loss=0.182, simple_loss=0.2803, pruned_loss=0.04187, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0391, over 133.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2846, pruned_loss=0.04936, over 2476650.22 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06668, over 23279.29 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2841, pruned_loss=0.0602, over 2465275.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06241, over 7947.04 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2854, pruned_loss=0.0483, over 2478303.38 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06815, over 25613.34 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:53:52,612 INFO [train.py:927] (7/8) Epoch 18, batch 19700, giga_loss[loss=0.177, simple_loss=0.2752, pruned_loss=0.03944, over 12375.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02894, over 58.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2835, pruned_loss=0.04878, over 2477029.17 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0637, over 22760.33 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.284, pruned_loss=0.06012, over 2465160.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06274, over 7964.60 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2841, pruned_loss=0.04791, over 2478528.89 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06502, over 24718.89 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 10:56:01,935 INFO [train.py:927] (7/8) Epoch 18, batch 19750, giga_loss[loss=0.1928, simple_loss=0.2937, pruned_loss=0.0459, over 12439.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2827, pruned_loss=0.04824, over 2476853.47 frames. utt_duration=440.2 frames, utt_pad_proportion=0.06301, over 22568.24 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2838, pruned_loss=0.05997, over 2465333.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06158, over 7932.87 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2834, pruned_loss=0.04741, over 2478147.84 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06449, over 24500.05 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 10:57:58,699 INFO [train.py:927] (7/8) Epoch 18, batch 19800, giga_loss[loss=0.1939, simple_loss=0.2877, pruned_loss=0.05005, over 12359.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2847, pruned_loss=0.04932, over 2477023.97 frames. utt_duration=435.5 frames, utt_pad_proportion=0.0651, over 22814.97 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2835, pruned_loss=0.05992, over 2465250.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06182, over 7932.87 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2855, pruned_loss=0.04857, over 2478275.59 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06608, over 24539.21 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:59:48,869 INFO [train.py:927] (7/8) Epoch 18, batch 19850, giga_loss[loss=0.1894, simple_loss=0.2864, pruned_loss=0.04613, over 12424.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2826, pruned_loss=0.04885, over 2477420.01 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06628, over 23317.22 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2835, pruned_loss=0.05986, over 2465169.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06149, over 7926.94 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2832, pruned_loss=0.04817, over 2478636.61 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06708, over 24874.15 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 11:01:42,895 INFO [train.py:927] (7/8) Epoch 18, batch 19900, giga_loss[loss=0.2014, simple_loss=0.3043, pruned_loss=0.04929, over 12371.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2844, pruned_loss=0.05012, over 2476895.11 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06852, over 23306.91 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2839, pruned_loss=0.06013, over 2465208.44 frames. utt_duration=1237 frames, utt_pad_proportion=0.06447, over 7982.49 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2846, pruned_loss=0.04899, over 2478211.21 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06827, over 25011.66 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:03:26,282 INFO [train.py:927] (7/8) Epoch 18, batch 19950, giga_loss[loss=0.2076, simple_loss=0.3026, pruned_loss=0.05633, over 12432.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05159, over 162.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2906, pruned_loss=0.05353, over 2476614.87 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06776, over 23138.41 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2837, pruned_loss=0.05996, over 2465407.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.06353, over 7958.98 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2909, pruned_loss=0.05261, over 2477684.36 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06787, over 24764.49 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 11:05:05,391 INFO [train.py:927] (7/8) Epoch 18, batch 20000, giga_loss[loss=0.1936, simple_loss=0.2775, pruned_loss=0.05489, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04404, over 34.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2885, pruned_loss=0.05345, over 2476288.14 frames. utt_duration=439.6 frames, utt_pad_proportion=0.0733, over 22596.62 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2844, pruned_loss=0.06035, over 2465593.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.0669, over 8022.83 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2883, pruned_loss=0.05225, over 2477207.86 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07214, over 24166.18 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 11:06:47,572 INFO [train.py:927] (7/8) Epoch 18, batch 20050, giga_loss[loss=0.1344, simple_loss=0.2198, pruned_loss=0.02448, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03022, over 45.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2825, pruned_loss=0.05158, over 2475338.34 frames. utt_duration=442 frames, utt_pad_proportion=0.07369, over 22469.88 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2843, pruned_loss=0.06017, over 2465297.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.06592, over 7992.65 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05065, over 2476517.20 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0731, over 24011.96 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 11:08:31,531 INFO [train.py:927] (7/8) Epoch 18, batch 20100, giga_loss[loss=0.1599, simple_loss=0.2412, pruned_loss=0.03927, over 12444.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03477, over 86.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2751, pruned_loss=0.049, over 2475602.83 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07226, over 21665.19 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2844, pruned_loss=0.06019, over 2465332.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06466, over 7974.92 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2749, pruned_loss=0.04804, over 2476756.30 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07231, over 23225.65 utterances.], batch size: 86, lr: 2.21e-04
2022-09-01 11:10:14,205 INFO [train.py:927] (7/8) Epoch 18, batch 20150, giga_loss[loss=0.1651, simple_loss=0.2456, pruned_loss=0.04233, over 12422.00 frames. utt_duration=547.5 frames, utt_pad_proportion=0.02398, over 91.00 utterances.], tot_loss[loss=0.1815, simple_loss=0.2691, pruned_loss=0.04695, over 2475687.29 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07135, over 21099.70 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2845, pruned_loss=0.06025, over 2465202.72 frames. utt_duration=1240 frames, utt_pad_proportion=0.06398, over 7963.41 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2687, pruned_loss=0.04598, over 2476843.76 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07167, over 22516.66 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 11:11:57,958 INFO [train.py:927] (7/8) Epoch 18, batch 20200, giga_loss[loss=0.1976, simple_loss=0.2826, pruned_loss=0.05634, over 12424.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06662, over 184.00 utterances.], tot_loss[loss=0.1779, simple_loss=0.2646, pruned_loss=0.04562, over 2475159.20 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06896, over 20711.86 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2843, pruned_loss=0.06019, over 2465337.91 frames. utt_duration=1244 frames, utt_pad_proportion=0.06293, over 7938.46 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.264, pruned_loss=0.04455, over 2476185.95 frames. utt_duration=448 frames, utt_pad_proportion=0.06976, over 22178.63 utterances.], batch size: 184, lr: 2.21e-04
2022-09-01 11:13:41,045 INFO [train.py:927] (7/8) Epoch 18, batch 20250, giga_loss[loss=0.1399, simple_loss=0.2228, pruned_loss=0.02845, over 12411.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04852, over 34.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2608, pruned_loss=0.04446, over 2473755.54 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06668, over 19581.14 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2845, pruned_loss=0.06016, over 2465284.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.06214, over 7939.21 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2594, pruned_loss=0.04315, over 2474911.19 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06784, over 21147.11 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 11:15:24,406 INFO [train.py:927] (7/8) Epoch 18, batch 20300, giga_loss[loss=0.145, simple_loss=0.2302, pruned_loss=0.02985, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03703, over 28.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2557, pruned_loss=0.04266, over 2473681.94 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07091, over 19891.84 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2845, pruned_loss=0.06025, over 2465271.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.06143, over 7926.20 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.2543, pruned_loss=0.04134, over 2474708.85 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0718, over 21288.26 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 11:17:06,533 INFO [train.py:927] (7/8) Epoch 18, batch 20350, giga_loss[loss=0.1644, simple_loss=0.2412, pruned_loss=0.04378, over 12171.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03444, over 39.00 utterances.], tot_loss[loss=0.1671, simple_loss=0.2517, pruned_loss=0.04125, over 2473040.11 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0706, over 19400.26 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2841, pruned_loss=0.06028, over 2464704.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.06029, over 7891.16 utterances.], giga_tot_loss[loss=0.1646, simple_loss=0.2499, pruned_loss=0.03959, over 2474647.63 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07188, over 20932.29 utterances.], batch size: 39, lr: 2.21e-04
2022-09-01 11:18:48,828 INFO [train.py:927] (7/8) Epoch 18, batch 20400, giga_loss[loss=0.1487, simple_loss=0.2316, pruned_loss=0.0329, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1721, simple_loss=0.2567, pruned_loss=0.04374, over 2473133.54 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06699, over 19245.64 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2843, pruned_loss=0.06035, over 2465091.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.05944, over 7899.83 utterances.], giga_tot_loss[loss=0.1686, simple_loss=0.2539, pruned_loss=0.04159, over 2474436.26 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06872, over 20952.64 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 11:20:32,013 INFO [train.py:927] (7/8) Epoch 18, batch 20450, giga_loss[loss=0.2032, simple_loss=0.2875, pruned_loss=0.05939, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04132, over 31.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2667, pruned_loss=0.04785, over 2473780.14 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06243, over 18700.67 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2841, pruned_loss=0.06018, over 2465240.21 frames. utt_duration=1250 frames, utt_pad_proportion=0.05903, over 7898.03 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2643, pruned_loss=0.04604, over 2474843.02 frames. utt_duration=490 frames, utt_pad_proportion=0.06433, over 20261.99 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 11:22:15,972 INFO [train.py:927] (7/8) Epoch 18, batch 20500, giga_loss[loss=0.1959, simple_loss=0.2855, pruned_loss=0.05312, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02485, over 48.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.274, pruned_loss=0.05026, over 2474045.06 frames. utt_duration=536 frames, utt_pad_proportion=0.05948, over 18512.83 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2838, pruned_loss=0.06003, over 2465235.43 frames. utt_duration=1254 frames, utt_pad_proportion=0.05821, over 7870.27 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2721, pruned_loss=0.04876, over 2475052.17 frames. utt_duration=497.5 frames, utt_pad_proportion=0.0615, over 19960.78 utterances.], batch size: 48, lr: 2.21e-04
2022-09-01 11:23:59,851 INFO [train.py:927] (7/8) Epoch 18, batch 20550, giga_loss[loss=0.2122, simple_loss=0.303, pruned_loss=0.06072, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04807, over 161.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2775, pruned_loss=0.05149, over 2473247.59 frames. utt_duration=519.7 frames, utt_pad_proportion=0.0647, over 19089.11 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2839, pruned_loss=0.0603, over 2465532.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.0572, over 7853.53 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2758, pruned_loss=0.04985, over 2473964.94 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06635, over 20511.77 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 11:25:46,571 INFO [train.py:927] (7/8) Epoch 18, batch 20600, giga_loss[loss=0.2117, simple_loss=0.2976, pruned_loss=0.06285, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2817, pruned_loss=0.05407, over 2473596.09 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06637, over 18527.65 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2839, pruned_loss=0.0602, over 2465992.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.05716, over 7864.65 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2801, pruned_loss=0.05272, over 2473895.31 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06772, over 19844.67 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 11:27:28,290 INFO [train.py:927] (7/8) Epoch 18, batch 20650, giga_loss[loss=0.202, simple_loss=0.2852, pruned_loss=0.05942, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2859, pruned_loss=0.05586, over 2473673.08 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06503, over 18346.31 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.284, pruned_loss=0.06023, over 2466226.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.05616, over 7854.13 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2846, pruned_loss=0.05463, over 2473866.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06662, over 19639.73 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 11:29:10,932 INFO [train.py:927] (7/8) Epoch 18, batch 20700, giga_loss[loss=0.1708, simple_loss=0.2752, pruned_loss=0.03323, over 12346.00 frames. utt_duration=707 frames, utt_pad_proportion=0.0302, over 70.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2885, pruned_loss=0.05584, over 2473885.47 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06058, over 18165.32 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2837, pruned_loss=0.0601, over 2466158.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05579, over 7836.63 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2878, pruned_loss=0.05495, over 2474171.01 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06225, over 19290.74 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 11:30:55,894 INFO [train.py:927] (7/8) Epoch 18, batch 20750, giga_loss[loss=0.1966, simple_loss=0.2892, pruned_loss=0.05203, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03056, over 42.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2897, pruned_loss=0.05547, over 2473877.04 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06087, over 17897.52 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2838, pruned_loss=0.06023, over 2466287.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05458, over 7827.60 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2891, pruned_loss=0.05452, over 2474195.88 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06273, over 19084.02 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 11:32:38,503 INFO [train.py:927] (7/8) Epoch 18, batch 20800, giga_loss[loss=0.2389, simple_loss=0.3219, pruned_loss=0.07795, over 12463.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05536, over 2474221.90 frames. utt_duration=576.1 frames, utt_pad_proportion=0.05585, over 17223.58 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2838, pruned_loss=0.06032, over 2466126.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.0538, over 7801.21 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2899, pruned_loss=0.05445, over 2474769.21 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05798, over 18366.26 utterances.], batch size: 86, lr: 2.21e-04
2022-09-01 11:34:22,100 INFO [train.py:927] (7/8) Epoch 18, batch 20850, giga_loss[loss=0.181, simple_loss=0.2668, pruned_loss=0.04757, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03147, over 42.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2916, pruned_loss=0.05758, over 2473270.49 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06154, over 17214.23 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2835, pruned_loss=0.06007, over 2465927.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.05692, over 7836.56 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05696, over 2474100.09 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06175, over 18353.65 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 11:36:06,947 INFO [train.py:927] (7/8) Epoch 18, batch 20900, giga_loss[loss=0.1981, simple_loss=0.2904, pruned_loss=0.05286, over 12323.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02829, over 74.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2908, pruned_loss=0.05848, over 2473478.42 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06677, over 17295.49 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2826, pruned_loss=0.05966, over 2466184.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05576, over 7789.01 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2921, pruned_loss=0.05832, over 2474114.19 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06713, over 18499.37 utterances.], batch size: 74, lr: 2.21e-04
2022-09-01 11:37:51,324 INFO [train.py:927] (7/8) Epoch 18, batch 20950, giga_loss[loss=0.202, simple_loss=0.2978, pruned_loss=0.05311, over 12385.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2904, pruned_loss=0.05855, over 2473772.53 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06917, over 17566.91 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2823, pruned_loss=0.05955, over 2466443.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.05502, over 7756.46 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2919, pruned_loss=0.0585, over 2474226.34 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06969, over 18775.22 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 11:39:38,512 INFO [train.py:927] (7/8) Epoch 18, batch 21000, giga_loss[loss=0.1753, simple_loss=0.2571, pruned_loss=0.04679, over 12257.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2892, pruned_loss=0.05798, over 2472882.53 frames. utt_duration=558 frames, utt_pad_proportion=0.06593, over 17773.63 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2823, pruned_loss=0.05955, over 2466443.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.05502, over 7756.46 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2904, pruned_loss=0.05795, over 2473235.74 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0665, over 18714.07 utterances.], batch size: 54, lr: 2.20e-04
2022-09-01 11:39:38,513 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 11:39:53,451 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1729, simple_loss=0.2834, pruned_loss=0.0312, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 11:41:37,133 INFO [train.py:927] (7/8) Epoch 18, batch 21050, giga_loss[loss=0.1922, simple_loss=0.2804, pruned_loss=0.05201, over 12375.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2862, pruned_loss=0.05692, over 2473305.46 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06857, over 18105.95 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2824, pruned_loss=0.05966, over 2466465.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05954, over 7819.46 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2871, pruned_loss=0.05674, over 2473718.83 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06737, over 19031.93 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 11:43:19,439 INFO [train.py:927] (7/8) Epoch 18, batch 21100, giga_loss[loss=0.1674, simple_loss=0.2532, pruned_loss=0.04083, over 12355.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.0322, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2835, pruned_loss=0.05613, over 2473679.54 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06941, over 18367.30 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2829, pruned_loss=0.06003, over 2466755.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.06279, over 7882.21 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2839, pruned_loss=0.05556, over 2473969.44 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06736, over 19397.17 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 11:45:01,518 INFO [train.py:927] (7/8) Epoch 18, batch 21150, giga_loss[loss=0.1861, simple_loss=0.283, pruned_loss=0.04459, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04152, over 146.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2832, pruned_loss=0.05575, over 2472546.89 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06399, over 17497.92 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2827, pruned_loss=0.05999, over 2467026.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.06191, over 7880.43 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2836, pruned_loss=0.05516, over 2472727.22 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06293, over 18696.02 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 11:46:40,624 INFO [train.py:927] (7/8) Epoch 18, batch 21200, giga_loss[loss=0.2133, simple_loss=0.309, pruned_loss=0.05878, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03619, over 122.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.281, pruned_loss=0.05508, over 2472785.28 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06212, over 16823.00 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2828, pruned_loss=0.05997, over 2467311.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.06029, over 7858.94 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2813, pruned_loss=0.05448, over 2472848.38 frames. utt_duration=548 frames, utt_pad_proportion=0.06204, over 18099.35 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 11:48:23,518 INFO [train.py:927] (7/8) Epoch 18, batch 21250, giga_loss[loss=0.1984, simple_loss=0.2784, pruned_loss=0.05921, over 12299.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2775, pruned_loss=0.05351, over 2472395.33 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05766, over 16218.50 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.282, pruned_loss=0.05967, over 2467401.62 frames. utt_duration=1263 frames, utt_pad_proportion=0.05951, over 7821.03 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2784, pruned_loss=0.0532, over 2472471.16 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05819, over 17429.92 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 11:50:01,517 INFO [train.py:927] (7/8) Epoch 18, batch 21300, giga_loss[loss=0.1983, simple_loss=0.2766, pruned_loss=0.06005, over 12463.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03428, over 86.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.276, pruned_loss=0.05336, over 2473368.63 frames. utt_duration=614.1 frames, utt_pad_proportion=0.05521, over 16149.87 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.283, pruned_loss=0.06029, over 2467648.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05897, over 7848.79 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2756, pruned_loss=0.05239, over 2473355.35 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05595, over 17319.75 utterances.], batch size: 86, lr: 2.20e-04
2022-09-01 11:51:42,212 INFO [train.py:927] (7/8) Epoch 18, batch 21350, giga_loss[loss=0.1746, simple_loss=0.2594, pruned_loss=0.04496, over 12380.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2734, pruned_loss=0.05264, over 2472533.69 frames. utt_duration=614.1 frames, utt_pad_proportion=0.05447, over 16145.24 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2829, pruned_loss=0.06026, over 2467722.19 frames. utt_duration=1268 frames, utt_pad_proportion=0.0568, over 7795.85 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2729, pruned_loss=0.05154, over 2472707.97 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05596, over 17546.51 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 11:53:21,793 INFO [train.py:927] (7/8) Epoch 18, batch 21400, giga_loss[loss=0.1852, simple_loss=0.2682, pruned_loss=0.05111, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02661, over 48.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2716, pruned_loss=0.05215, over 2471770.68 frames. utt_duration=616.2 frames, utt_pad_proportion=0.05563, over 16083.11 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2832, pruned_loss=0.06049, over 2467631.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05685, over 7819.37 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2706, pruned_loss=0.05084, over 2472132.20 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05669, over 17400.09 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 11:55:06,470 INFO [train.py:927] (7/8) Epoch 18, batch 21450, giga_loss[loss=0.1685, simple_loss=0.2567, pruned_loss=0.0402, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03851, over 37.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.271, pruned_loss=0.05196, over 2472291.00 frames. utt_duration=635.2 frames, utt_pad_proportion=0.0527, over 15604.37 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2831, pruned_loss=0.06045, over 2467591.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05612, over 7804.10 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.27, pruned_loss=0.05079, over 2472708.38 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05404, over 16812.72 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 11:56:50,496 INFO [train.py:927] (7/8) Epoch 18, batch 21500, giga_loss[loss=0.2104, simple_loss=0.3026, pruned_loss=0.05906, over 12385.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2744, pruned_loss=0.05358, over 2472595.97 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05128, over 15457.44 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.283, pruned_loss=0.06046, over 2467650.28 frames. utt_duration=1263 frames, utt_pad_proportion=0.05593, over 7825.04 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2733, pruned_loss=0.05237, over 2473061.71 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05249, over 16685.52 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 11:58:29,451 INFO [train.py:927] (7/8) Epoch 18, batch 21550, giga_loss[loss=0.2108, simple_loss=0.2993, pruned_loss=0.06115, over 12349.00 frames. utt_duration=1766 frames, utt_pad_proportion=0.02929, over 28.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2804, pruned_loss=0.0567, over 2473084.50 frames. utt_duration=634.8 frames, utt_pad_proportion=0.05068, over 15620.39 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2835, pruned_loss=0.06074, over 2468088.10 frames. utt_duration=1256 frames, utt_pad_proportion=0.05594, over 7868.33 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2789, pruned_loss=0.05531, over 2473222.49 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05159, over 16815.40 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 12:00:14,037 INFO [train.py:927] (7/8) Epoch 18, batch 21600, giga_loss[loss=0.2206, simple_loss=0.308, pruned_loss=0.06658, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02997, over 45.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2856, pruned_loss=0.05825, over 2473035.71 frames. utt_duration=623.4 frames, utt_pad_proportion=0.04884, over 15905.37 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2835, pruned_loss=0.06075, over 2468133.25 frames. utt_duration=1259 frames, utt_pad_proportion=0.05488, over 7849.82 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2844, pruned_loss=0.05705, over 2473212.33 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05005, over 17056.30 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 12:01:52,815 INFO [train.py:927] (7/8) Epoch 18, batch 21650, libri_loss[loss=0.1862, simple_loss=0.2658, pruned_loss=0.05327, over 12420.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00703, over 30.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2903, pruned_loss=0.05984, over 2472846.87 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05759, over 16415.31 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2838, pruned_loss=0.06094, over 2468044.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05412, over 7851.91 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2893, pruned_loss=0.05865, over 2473243.85 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05818, over 17635.48 utterances.], batch size: 30, lr: 2.20e-04
2022-09-01 12:03:32,695 INFO [train.py:927] (7/8) Epoch 18, batch 21700, giga_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.06281, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04071, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2894, pruned_loss=0.05821, over 2473235.29 frames. utt_duration=597.5 frames, utt_pad_proportion=0.0552, over 16599.45 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2835, pruned_loss=0.06084, over 2467915.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.05336, over 7838.81 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.289, pruned_loss=0.0573, over 2473844.51 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05617, over 17896.40 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:05:18,151 INFO [train.py:927] (7/8) Epoch 18, batch 21750, giga_loss[loss=0.2162, simple_loss=0.3037, pruned_loss=0.06432, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03582, over 113.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2889, pruned_loss=0.05734, over 2473238.46 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06196, over 16862.71 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2835, pruned_loss=0.06077, over 2467932.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.0526, over 7818.25 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05661, over 2473809.20 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06261, over 18061.25 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 12:07:03,103 INFO [train.py:927] (7/8) Epoch 18, batch 21800, giga_loss[loss=0.2235, simple_loss=0.3057, pruned_loss=0.07066, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02754, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2904, pruned_loss=0.05769, over 2473019.80 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05797, over 16507.09 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.283, pruned_loss=0.06051, over 2467609.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05165, over 7790.12 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2908, pruned_loss=0.05727, over 2473843.35 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05917, over 17676.79 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 12:08:44,652 INFO [train.py:927] (7/8) Epoch 18, batch 21850, giga_loss[loss=0.2258, simple_loss=0.3114, pruned_loss=0.07008, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2927, pruned_loss=0.05954, over 2472869.66 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06775, over 18146.30 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2831, pruned_loss=0.06054, over 2467258.85 frames. utt_duration=1270 frames, utt_pad_proportion=0.05126, over 7780.24 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05918, over 2473870.11 frames. utt_duration=518 frames, utt_pad_proportion=0.06831, over 19159.39 utterances.], batch size: 183, lr: 2.20e-04
2022-09-01 12:10:26,481 INFO [train.py:927] (7/8) Epoch 18, batch 21900, giga_loss[loss=0.2076, simple_loss=0.2873, pruned_loss=0.0639, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03835, over 37.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06046, over 2473098.00 frames. utt_duration=538.3 frames, utt_pad_proportion=0.0704, over 18427.96 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2832, pruned_loss=0.0606, over 2467594.70 frames. utt_duration=1269 frames, utt_pad_proportion=0.05095, over 7788.51 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06012, over 2473721.77 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07099, over 19475.89 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:12:09,701 INFO [train.py:927] (7/8) Epoch 18, batch 21950, giga_loss[loss=0.2075, simple_loss=0.2967, pruned_loss=0.05912, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03065, over 80.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2942, pruned_loss=0.06072, over 2472382.39 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06457, over 16979.42 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2827, pruned_loss=0.06032, over 2467832.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.04954, over 7768.48 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.0607, over 2472829.03 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06621, over 18207.94 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:13:50,662 INFO [train.py:927] (7/8) Epoch 18, batch 22000, giga_loss[loss=0.2142, simple_loss=0.2998, pruned_loss=0.06433, over 12428.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03842, over 105.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2952, pruned_loss=0.06128, over 2471804.92 frames. utt_duration=603.6 frames, utt_pad_proportion=0.0603, over 16420.32 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2824, pruned_loss=0.06021, over 2467807.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.04937, over 7748.85 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2966, pruned_loss=0.06138, over 2472212.76 frames. utt_duration=567 frames, utt_pad_proportion=0.06199, over 17487.79 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 12:15:32,733 INFO [train.py:927] (7/8) Epoch 18, batch 22050, libri_loss[loss=0.1774, simple_loss=0.2711, pruned_loss=0.04181, over 12470.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00781, over 37.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2938, pruned_loss=0.061, over 2471612.89 frames. utt_duration=608.2 frames, utt_pad_proportion=0.06284, over 16294.58 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2829, pruned_loss=0.06035, over 2467857.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05348, over 7844.14 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2948, pruned_loss=0.06099, over 2471976.20 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06253, over 17290.60 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:17:12,715 INFO [train.py:927] (7/8) Epoch 18, batch 22100, giga_loss[loss=0.2285, simple_loss=0.2952, pruned_loss=0.08086, over 12353.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2923, pruned_loss=0.0607, over 2470940.64 frames. utt_duration=633.3 frames, utt_pad_proportion=0.06187, over 15643.12 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2825, pruned_loss=0.06007, over 2467090.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.0519, over 7803.00 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.06095, over 2472077.66 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06241, over 16777.36 utterances.], batch size: 369, lr: 2.20e-04
2022-09-01 12:18:53,525 INFO [train.py:927] (7/8) Epoch 18, batch 22150, libri_loss[loss=0.2021, simple_loss=0.2822, pruned_loss=0.061, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005836, over 32.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2932, pruned_loss=0.06132, over 2471156.86 frames. utt_duration=652.1 frames, utt_pad_proportion=0.06119, over 15192.46 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2825, pruned_loss=0.05998, over 2466898.01 frames. utt_duration=1266 frames, utt_pad_proportion=0.05122, over 7802.29 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2948, pruned_loss=0.06165, over 2472437.20 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06213, over 16424.04 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 12:20:36,057 INFO [train.py:927] (7/8) Epoch 18, batch 22200, giga_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06393, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03721, over 28.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2947, pruned_loss=0.06195, over 2471337.67 frames. utt_duration=632.4 frames, utt_pad_proportion=0.06487, over 15669.10 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2827, pruned_loss=0.06006, over 2467113.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05062, over 7798.26 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2959, pruned_loss=0.06217, over 2472212.29 frames. utt_duration=591.6 frames, utt_pad_proportion=0.06573, over 16756.96 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 12:22:18,169 INFO [train.py:927] (7/8) Epoch 18, batch 22250, giga_loss[loss=0.1987, simple_loss=0.285, pruned_loss=0.05623, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03395, over 39.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2942, pruned_loss=0.06185, over 2470862.26 frames. utt_duration=643.7 frames, utt_pad_proportion=0.06095, over 15388.80 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2828, pruned_loss=0.06008, over 2467418.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.04978, over 7784.28 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2954, pruned_loss=0.06205, over 2471399.70 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06239, over 16479.60 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 12:23:59,785 INFO [train.py:927] (7/8) Epoch 18, batch 22300, giga_loss[loss=0.2142, simple_loss=0.2968, pruned_loss=0.0658, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03879, over 105.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.291, pruned_loss=0.06037, over 2471155.84 frames. utt_duration=636.8 frames, utt_pad_proportion=0.06557, over 15557.36 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2827, pruned_loss=0.06011, over 2467334.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05387, over 7835.98 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2923, pruned_loss=0.06055, over 2471773.75 frames. utt_duration=597.1 frames, utt_pad_proportion=0.065, over 16600.68 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 12:25:39,935 INFO [train.py:927] (7/8) Epoch 18, batch 22350, giga_loss[loss=0.2197, simple_loss=0.2952, pruned_loss=0.0721, over 12349.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.1989, over 371.00 utterances.], tot_loss[loss=0.205, simple_loss=0.29, pruned_loss=0.06001, over 2471491.56 frames. utt_duration=619.6 frames, utt_pad_proportion=0.07133, over 15994.75 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.283, pruned_loss=0.06024, over 2467858.44 frames. utt_duration=1250 frames, utt_pad_proportion=0.05811, over 7906.37 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2912, pruned_loss=0.06005, over 2471682.96 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06909, over 17108.63 utterances.], batch size: 371, lr: 2.20e-04
2022-09-01 12:27:21,191 INFO [train.py:927] (7/8) Epoch 18, batch 22400, giga_loss[loss=0.1791, simple_loss=0.2687, pruned_loss=0.04474, over 12321.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03263, over 85.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2865, pruned_loss=0.05846, over 2472295.49 frames. utt_duration=638.2 frames, utt_pad_proportion=0.06755, over 15532.26 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2835, pruned_loss=0.06039, over 2468269.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05745, over 7928.35 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2871, pruned_loss=0.05833, over 2472174.46 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06638, over 16585.83 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:29:02,924 INFO [train.py:927] (7/8) Epoch 18, batch 22450, giga_loss[loss=0.1782, simple_loss=0.2645, pruned_loss=0.04596, over 12355.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03206, over 58.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2842, pruned_loss=0.05739, over 2472846.59 frames. utt_duration=640.2 frames, utt_pad_proportion=0.06288, over 15486.26 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2836, pruned_loss=0.06038, over 2468224.31 frames. utt_duration=1248 frames, utt_pad_proportion=0.05654, over 7921.32 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2847, pruned_loss=0.05721, over 2472950.41 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06272, over 16622.80 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:30:43,880 INFO [train.py:927] (7/8) Epoch 18, batch 22500, giga_loss[loss=0.1928, simple_loss=0.292, pruned_loss=0.04682, over 12373.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03941, over 145.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2828, pruned_loss=0.05671, over 2472254.51 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06538, over 16256.76 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2832, pruned_loss=0.0603, over 2467730.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05557, over 7879.69 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2836, pruned_loss=0.05656, over 2472901.08 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06565, over 17395.57 utterances.], batch size: 145, lr: 2.20e-04
2022-09-01 12:32:26,230 INFO [train.py:927] (7/8) Epoch 18, batch 22550, giga_loss[loss=0.2334, simple_loss=0.3177, pruned_loss=0.07448, over 12353.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2848, pruned_loss=0.05734, over 2472896.49 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06728, over 17174.74 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2831, pruned_loss=0.06038, over 2467445.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.05493, over 7863.56 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2855, pruned_loss=0.0571, over 2473742.09 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06772, over 18214.08 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:34:05,698 INFO [train.py:927] (7/8) Epoch 18, batch 22600, giga_loss[loss=0.1863, simple_loss=0.2857, pruned_loss=0.04343, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0313, over 97.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2853, pruned_loss=0.0564, over 2473433.45 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06225, over 17547.04 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2831, pruned_loss=0.06031, over 2467479.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.05403, over 7846.02 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.286, pruned_loss=0.05621, over 2474211.06 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06328, over 18616.17 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 12:35:47,761 INFO [train.py:927] (7/8) Epoch 18, batch 22650, giga_loss[loss=0.1788, simple_loss=0.2693, pruned_loss=0.04417, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03361, over 85.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2843, pruned_loss=0.05555, over 2474270.76 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0634, over 18096.15 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2833, pruned_loss=0.06038, over 2467526.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.05461, over 7871.56 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2847, pruned_loss=0.0553, over 2474902.36 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06393, over 19001.71 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:37:30,144 INFO [train.py:927] (7/8) Epoch 18, batch 22700, giga_loss[loss=0.1962, simple_loss=0.2846, pruned_loss=0.0539, over 12349.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2848, pruned_loss=0.05595, over 2473443.50 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06696, over 18249.93 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2837, pruned_loss=0.06056, over 2467282.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.05738, over 7926.38 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2847, pruned_loss=0.05549, over 2474304.36 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06634, over 19150.87 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 12:39:12,772 INFO [train.py:927] (7/8) Epoch 18, batch 22750, giga_loss[loss=0.2206, simple_loss=0.2969, pruned_loss=0.07216, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02885, over 45.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2867, pruned_loss=0.05652, over 2472903.69 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06933, over 18347.78 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2838, pruned_loss=0.06056, over 2467129.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.05779, over 7945.15 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05611, over 2473779.91 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06865, over 19139.47 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 12:40:55,618 INFO [train.py:927] (7/8) Epoch 18, batch 22800, giga_loss[loss=0.2113, simple_loss=0.2953, pruned_loss=0.06362, over 12288.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04938, over 26.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.0563, over 2472645.01 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06651, over 17602.70 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2837, pruned_loss=0.0605, over 2466952.43 frames. utt_duration=1247 frames, utt_pad_proportion=0.05658, over 7922.54 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2873, pruned_loss=0.05591, over 2473668.93 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06662, over 18560.12 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 12:42:35,136 INFO [train.py:927] (7/8) Epoch 18, batch 22850, libri_loss[loss=0.2025, simple_loss=0.28, pruned_loss=0.0625, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007113, over 36.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2882, pruned_loss=0.0567, over 2473195.05 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06535, over 17147.13 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2839, pruned_loss=0.06051, over 2467383.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.05936, over 7971.08 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2882, pruned_loss=0.05623, over 2473839.75 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06459, over 18231.42 utterances.], batch size: 36, lr: 2.20e-04
2022-09-01 12:44:18,472 INFO [train.py:927] (7/8) Epoch 18, batch 22900, giga_loss[loss=0.1907, simple_loss=0.2708, pruned_loss=0.05526, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03765, over 37.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2871, pruned_loss=0.05655, over 2474549.17 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06109, over 17372.01 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2834, pruned_loss=0.06032, over 2467505.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.0583, over 7939.11 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05625, over 2475090.80 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06115, over 18469.60 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:46:00,271 INFO [train.py:927] (7/8) Epoch 18, batch 22950, giga_loss[loss=0.2104, simple_loss=0.2913, pruned_loss=0.06476, over 12355.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2859, pruned_loss=0.056, over 2474805.73 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06406, over 17765.12 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2839, pruned_loss=0.06054, over 2467713.66 frames. utt_duration=1224 frames, utt_pad_proportion=0.06582, over 8071.69 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2859, pruned_loss=0.05543, over 2475256.63 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06103, over 18780.43 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:47:39,927 INFO [train.py:927] (7/8) Epoch 18, batch 23000, giga_loss[loss=0.1985, simple_loss=0.2956, pruned_loss=0.05065, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05555, over 2475563.12 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06417, over 18157.13 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2841, pruned_loss=0.0605, over 2467799.34 frames. utt_duration=1214 frames, utt_pad_proportion=0.06982, over 8137.94 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2874, pruned_loss=0.05503, over 2475981.71 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06012, over 19078.74 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 12:49:21,468 INFO [train.py:927] (7/8) Epoch 18, batch 23050, giga_loss[loss=0.1728, simple_loss=0.2588, pruned_loss=0.04342, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2857, pruned_loss=0.05527, over 2475115.17 frames. utt_duration=562.8 frames, utt_pad_proportion=0.0612, over 17638.95 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2839, pruned_loss=0.06046, over 2467812.26 frames. utt_duration=1209 frames, utt_pad_proportion=0.07253, over 8174.05 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2858, pruned_loss=0.05475, over 2475600.19 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05668, over 18550.80 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 12:51:00,812 INFO [train.py:927] (7/8) Epoch 18, batch 23100, giga_loss[loss=0.1627, simple_loss=0.2425, pruned_loss=0.04147, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04918, over 31.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2838, pruned_loss=0.05532, over 2474857.15 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06143, over 18000.15 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2838, pruned_loss=0.06049, over 2468008.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.07175, over 8149.60 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2839, pruned_loss=0.05481, over 2475168.44 frames. utt_duration=526.3 frames, utt_pad_proportion=0.05814, over 18864.08 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 12:52:40,559 INFO [train.py:927] (7/8) Epoch 18, batch 23150, giga_loss[loss=0.1766, simple_loss=0.2678, pruned_loss=0.04273, over 12382.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2818, pruned_loss=0.05505, over 2473915.27 frames. utt_duration=566 frames, utt_pad_proportion=0.06119, over 17528.90 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2838, pruned_loss=0.06048, over 2467474.97 frames. utt_duration=1207 frames, utt_pad_proportion=0.07446, over 8188.07 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2819, pruned_loss=0.05454, over 2474772.25 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05736, over 18391.24 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:54:22,045 INFO [train.py:927] (7/8) Epoch 18, batch 23200, giga_loss[loss=0.1577, simple_loss=0.2363, pruned_loss=0.03949, over 12383.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04845, over 31.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2803, pruned_loss=0.05467, over 2474841.52 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05921, over 17719.96 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06079, over 2467867.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07304, over 8186.34 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2795, pruned_loss=0.05385, over 2475322.73 frames. utt_duration=533 frames, utt_pad_proportion=0.0567, over 18628.81 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 12:56:02,901 INFO [train.py:927] (7/8) Epoch 18, batch 23250, giga_loss[loss=0.1913, simple_loss=0.285, pruned_loss=0.04878, over 12393.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0263, over 70.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2777, pruned_loss=0.05338, over 2474568.93 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05779, over 17912.03 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06077, over 2467459.57 frames. utt_duration=1209 frames, utt_pad_proportion=0.07218, over 8170.86 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2769, pruned_loss=0.05262, over 2475452.87 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05612, over 18828.76 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 12:57:44,825 INFO [train.py:927] (7/8) Epoch 18, batch 23300, giga_loss[loss=0.1958, simple_loss=0.2925, pruned_loss=0.04957, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03383, over 80.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2783, pruned_loss=0.05338, over 2474446.42 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05416, over 17338.04 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06075, over 2467254.70 frames. utt_duration=1210 frames, utt_pad_proportion=0.07192, over 8169.67 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2776, pruned_loss=0.05266, over 2475443.47 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0529, over 18235.22 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:59:27,863 INFO [train.py:927] (7/8) Epoch 18, batch 23350, giga_loss[loss=0.1852, simple_loss=0.277, pruned_loss=0.04671, over 12347.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05448, over 34.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2811, pruned_loss=0.05442, over 2474035.36 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05924, over 17540.19 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2852, pruned_loss=0.06097, over 2467454.34 frames. utt_duration=1198 frames, utt_pad_proportion=0.07517, over 8249.02 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.28, pruned_loss=0.05349, over 2474816.93 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05642, over 18391.70 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 13:01:09,680 INFO [train.py:927] (7/8) Epoch 18, batch 23400, libri_loss[loss=0.2287, simple_loss=0.3055, pruned_loss=0.07597, over 12346.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01653, over 41.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.283, pruned_loss=0.05527, over 2474181.76 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05473, over 16808.22 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2854, pruned_loss=0.06114, over 2467474.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07329, over 8215.47 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2817, pruned_loss=0.05413, over 2475011.43 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05313, over 17851.53 utterances.], batch size: 41, lr: 2.20e-04
2022-09-01 13:02:56,040 INFO [train.py:927] (7/8) Epoch 18, batch 23450, giga_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05433, over 12233.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2878, pruned_loss=0.0583, over 2473967.68 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06164, over 17440.28 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2848, pruned_loss=0.06081, over 2467567.95 frames. utt_duration=1209 frames, utt_pad_proportion=0.07202, over 8174.36 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2874, pruned_loss=0.0576, over 2474736.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06042, over 18511.18 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 13:04:36,861 INFO [train.py:927] (7/8) Epoch 18, batch 23500, giga_loss[loss=0.2293, simple_loss=0.3103, pruned_loss=0.07418, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03248, over 43.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2941, pruned_loss=0.06209, over 2474618.03 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06172, over 18004.28 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2848, pruned_loss=0.06077, over 2467533.74 frames. utt_duration=1204 frames, utt_pad_proportion=0.07417, over 8205.78 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2941, pruned_loss=0.06158, over 2475499.22 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05968, over 19159.80 utterances.], batch size: 43, lr: 2.20e-04
2022-09-01 13:06:23,038 INFO [train.py:927] (7/8) Epoch 18, batch 23550, giga_loss[loss=0.2063, simple_loss=0.2962, pruned_loss=0.05816, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3015, pruned_loss=0.0677, over 2474677.23 frames. utt_duration=528.6 frames, utt_pad_proportion=0.0636, over 18778.47 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2846, pruned_loss=0.0606, over 2467352.46 frames. utt_duration=1207 frames, utt_pad_proportion=0.07319, over 8183.70 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3018, pruned_loss=0.06748, over 2475664.13 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0622, over 19880.87 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 13:08:06,983 INFO [train.py:927] (7/8) Epoch 18, batch 23600, giga_loss[loss=0.2119, simple_loss=0.2934, pruned_loss=0.06521, over 12410.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02778, over 62.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3055, pruned_loss=0.0709, over 2474491.72 frames. utt_duration=513 frames, utt_pad_proportion=0.06517, over 19349.95 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2848, pruned_loss=0.06084, over 2467669.65 frames. utt_duration=1195 frames, utt_pad_proportion=0.07657, over 8270.51 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.306, pruned_loss=0.07071, over 2475166.39 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0628, over 20398.88 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 13:09:52,555 INFO [train.py:927] (7/8) Epoch 18, batch 23650, giga_loss[loss=0.2209, simple_loss=0.3096, pruned_loss=0.06613, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3089, pruned_loss=0.07378, over 2475042.82 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06383, over 19654.48 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2848, pruned_loss=0.06077, over 2467673.21 frames. utt_duration=1198 frames, utt_pad_proportion=0.07509, over 8249.55 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3098, pruned_loss=0.07401, over 2475776.11 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06248, over 20820.70 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 13:11:40,524 INFO [train.py:927] (7/8) Epoch 18, batch 23700, giga_loss[loss=0.2063, simple_loss=0.2904, pruned_loss=0.06105, over 12368.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02868, over 66.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3117, pruned_loss=0.07655, over 2475526.24 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06878, over 20175.87 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06074, over 2468312.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.0729, over 8208.28 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07734, over 2475798.47 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06802, over 21587.75 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 13:13:36,152 INFO [train.py:927] (7/8) Epoch 18, batch 23750, giga_loss[loss=0.2098, simple_loss=0.3026, pruned_loss=0.05851, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3121, pruned_loss=0.07727, over 2474740.87 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06919, over 20308.46 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06074, over 2468312.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.0729, over 8208.28 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3136, pruned_loss=0.07788, over 2474952.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06857, over 21407.35 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 13:15:19,814 INFO [train.py:927] (7/8) Epoch 18, batch 23800, giga_loss[loss=0.2512, simple_loss=0.3268, pruned_loss=0.08783, over 12370.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.07779, over 2474385.50 frames. utt_duration=483 frames, utt_pad_proportion=0.07039, over 20556.00 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2845, pruned_loss=0.06072, over 2468572.34 frames. utt_duration=1199 frames, utt_pad_proportion=0.07602, over 8244.15 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3152, pruned_loss=0.07866, over 2474452.84 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06865, over 21670.85 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:17:05,471 INFO [train.py:927] (7/8) Epoch 18, batch 23850, giga_loss[loss=0.2234, simple_loss=0.3081, pruned_loss=0.06936, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03552, over 104.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3141, pruned_loss=0.07789, over 2474407.47 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07547, over 21128.51 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2851, pruned_loss=0.06081, over 2468680.74 frames. utt_duration=1190 frames, utt_pad_proportion=0.07808, over 8308.74 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3164, pruned_loss=0.07922, over 2474600.65 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07325, over 22500.38 utterances.], batch size: 104, lr: 2.20e-04
2022-09-01 13:18:55,632 INFO [train.py:927] (7/8) Epoch 18, batch 23900, giga_loss[loss=0.256, simple_loss=0.324, pruned_loss=0.09398, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07574, over 2473752.07 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07627, over 20502.13 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2854, pruned_loss=0.06092, over 2468919.68 frames. utt_duration=1195 frames, utt_pad_proportion=0.07634, over 8274.34 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3153, pruned_loss=0.07723, over 2473863.48 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07498, over 22033.19 utterances.], batch size: 258, lr: 2.20e-04
2022-09-01 13:20:42,004 INFO [train.py:927] (7/8) Epoch 18, batch 23950, giga_loss[loss=0.2112, simple_loss=0.2904, pruned_loss=0.06601, over 12226.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03248, over 42.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3106, pruned_loss=0.07384, over 2473464.84 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07077, over 20052.75 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06116, over 2468511.99 frames. utt_duration=1191 frames, utt_pad_proportion=0.07615, over 8299.32 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3127, pruned_loss=0.07511, over 2474034.43 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07008, over 21518.26 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 13:22:25,785 INFO [train.py:927] (7/8) Epoch 18, batch 24000, libri_loss[loss=0.2432, simple_loss=0.3155, pruned_loss=0.0854, over 12265.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.06283, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3098, pruned_loss=0.07401, over 2473703.08 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0758, over 20478.11 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2862, pruned_loss=0.06151, over 2468677.84 frames. utt_duration=1184 frames, utt_pad_proportion=0.07778, over 8349.88 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.07529, over 2474261.26 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0744, over 22185.75 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 13:22:25,787 INFO [train.py:958] (7/8) Computing validation loss
2022-09-01 13:22:42,033 INFO [train.py:967] (7/8) Epoch 18, validation: loss=0.1705, simple_loss=0.2806, pruned_loss=0.03023, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 13:24:31,146 INFO [train.py:927] (7/8) Epoch 18, batch 24050, giga_loss[loss=0.2223, simple_loss=0.3102, pruned_loss=0.06719, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3088, pruned_loss=0.07315, over 2473701.08 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07393, over 20018.60 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2857, pruned_loss=0.06123, over 2468418.62 frames. utt_duration=1190 frames, utt_pad_proportion=0.07675, over 8307.22 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3117, pruned_loss=0.07463, over 2474463.49 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07327, over 21620.03 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 13:26:17,350 INFO [train.py:927] (7/8) Epoch 18, batch 24100, giga_loss[loss=0.2504, simple_loss=0.3361, pruned_loss=0.08235, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3099, pruned_loss=0.07162, over 2474336.60 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07203, over 20126.78 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2858, pruned_loss=0.06137, over 2468406.81 frames. utt_duration=1185 frames, utt_pad_proportion=0.07937, over 8345.56 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3126, pruned_loss=0.07292, over 2475079.71 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07058, over 21629.15 utterances.], batch size: 183, lr: 2.20e-04
2022-09-01 13:28:02,641 INFO [train.py:927] (7/8) Epoch 18, batch 24150, giga_loss[loss=0.2044, simple_loss=0.2976, pruned_loss=0.05557, over 12336.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03502, over 51.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3092, pruned_loss=0.07097, over 2473767.74 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07602, over 20470.99 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.286, pruned_loss=0.06148, over 2468272.76 frames. utt_duration=1185 frames, utt_pad_proportion=0.07784, over 8343.71 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3119, pruned_loss=0.07222, over 2474682.28 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07504, over 22053.85 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 13:29:46,760 INFO [train.py:927] (7/8) Epoch 18, batch 24200, libri_loss[loss=0.1658, simple_loss=0.2496, pruned_loss=0.041, over 12210.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007814, over 29.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3081, pruned_loss=0.07105, over 2473637.95 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07102, over 20277.40 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06126, over 2468222.52 frames. utt_duration=1191 frames, utt_pad_proportion=0.0765, over 8298.55 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.311, pruned_loss=0.07246, over 2474545.58 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07098, over 21855.80 utterances.], batch size: 29, lr: 2.20e-04
2022-09-01 13:31:30,337 INFO [train.py:927] (7/8) Epoch 18, batch 24250, giga_loss[loss=0.2229, simple_loss=0.309, pruned_loss=0.06841, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3069, pruned_loss=0.07117, over 2474216.83 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07107, over 20529.86 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06136, over 2468369.44 frames. utt_duration=1190 frames, utt_pad_proportion=0.07574, over 8307.96 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3094, pruned_loss=0.07242, over 2474940.02 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07122, over 22037.62 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 13:33:13,225 INFO [train.py:927] (7/8) Epoch 18, batch 24300, giga_loss[loss=0.2103, simple_loss=0.2989, pruned_loss=0.06086, over 12404.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3055, pruned_loss=0.06994, over 2475058.89 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06914, over 20226.49 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2856, pruned_loss=0.06105, over 2468655.06 frames. utt_duration=1199 frames, utt_pad_proportion=0.07327, over 8249.27 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3088, pruned_loss=0.07162, over 2475617.64 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07021, over 22009.64 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:35:03,015 INFO [train.py:927] (7/8) Epoch 18, batch 24350, giga_loss[loss=0.1948, simple_loss=0.2803, pruned_loss=0.05466, over 12186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.02993, over 39.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.305, pruned_loss=0.06976, over 2474337.28 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06742, over 20457.55 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2855, pruned_loss=0.06096, over 2468627.91 frames. utt_duration=1201 frames, utt_pad_proportion=0.07217, over 8231.51 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3081, pruned_loss=0.07131, over 2474899.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0687, over 22084.36 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 13:36:44,047 INFO [train.py:927] (7/8) Epoch 18, batch 24400, giga_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07764, over 12428.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02362, over 48.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3043, pruned_loss=0.06994, over 2474935.04 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06753, over 20588.52 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2855, pruned_loss=0.06101, over 2468674.58 frames. utt_duration=1204 frames, utt_pad_proportion=0.07148, over 8209.08 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.307, pruned_loss=0.07125, over 2475426.82 frames. utt_duration=450.2 frames, utt_pad_proportion=0.06873, over 22065.02 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 13:38:28,457 INFO [train.py:927] (7/8) Epoch 18, batch 24450, giga_loss[loss=0.2016, simple_loss=0.2849, pruned_loss=0.05914, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02967, over 80.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.07046, over 2474265.64 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07378, over 21191.26 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06109, over 2468759.15 frames. utt_duration=1192 frames, utt_pad_proportion=0.07528, over 8295.80 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3057, pruned_loss=0.07161, over 2474704.27 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07326, over 22522.43 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:40:11,113 INFO [train.py:927] (7/8) Epoch 18, batch 24500, libri_loss[loss=0.173, simple_loss=0.2565, pruned_loss=0.04473, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00573, over 32.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3014, pruned_loss=0.06936, over 2473663.11 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07221, over 20753.66 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2853, pruned_loss=0.06074, over 2468279.44 frames. utt_duration=1197 frames, utt_pad_proportion=0.07342, over 8258.02 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07091, over 2474634.69 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07249, over 22275.53 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 13:41:54,182 INFO [train.py:927] (7/8) Epoch 18, batch 24550, giga_loss[loss=0.2592, simple_loss=0.3356, pruned_loss=0.09141, over 12387.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07832, over 213.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.07046, over 2473774.82 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07848, over 21773.50 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2855, pruned_loss=0.0609, over 2468241.27 frames. utt_duration=1188 frames, utt_pad_proportion=0.07648, over 8322.20 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3058, pruned_loss=0.07172, over 2474671.96 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07744, over 23166.79 utterances.], batch size: 213, lr: 2.20e-04
2022-09-01 13:43:36,525 INFO [train.py:927] (7/8) Epoch 18, batch 24600, giga_loss[loss=0.2715, simple_loss=0.3304, pruned_loss=0.1063, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3042, pruned_loss=0.07052, over 2473460.97 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08005, over 22103.68 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2858, pruned_loss=0.06103, over 2468054.72 frames. utt_duration=1179 frames, utt_pad_proportion=0.07943, over 8385.45 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07152, over 2474388.64 frames. utt_duration=426 frames, utt_pad_proportion=0.07818, over 23314.99 utterances.], batch size: 258, lr: 2.20e-04
2022-09-01 13:45:26,531 INFO [train.py:927] (7/8) Epoch 18, batch 24650, giga_loss[loss=0.2081, simple_loss=0.2887, pruned_loss=0.06373, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0303, over 80.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3053, pruned_loss=0.07164, over 2473713.47 frames. utt_duration=454.3 frames, utt_pad_proportion=0.0825, over 21851.62 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06094, over 2468068.80 frames. utt_duration=1182 frames, utt_pad_proportion=0.0784, over 8362.94 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.0727, over 2474522.84 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08121, over 23076.41 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:47:09,657 INFO [train.py:927] (7/8) Epoch 18, batch 24700, giga_loss[loss=0.2413, simple_loss=0.3078, pruned_loss=0.08736, over 12395.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3063, pruned_loss=0.07355, over 2474565.16 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08292, over 22179.26 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06106, over 2468266.96 frames. utt_duration=1175 frames, utt_pad_proportion=0.08168, over 8410.80 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07453, over 2475153.55 frames. utt_duration=424.3 frames, utt_pad_proportion=0.08073, over 23414.00 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 13:48:55,032 INFO [train.py:927] (7/8) Epoch 18, batch 24750, giga_loss[loss=0.2418, simple_loss=0.3089, pruned_loss=0.08736, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02284, over 48.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3051, pruned_loss=0.07303, over 2474280.67 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07934, over 21457.73 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06109, over 2468089.80 frames. utt_duration=1179 frames, utt_pad_proportion=0.08077, over 8386.78 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07394, over 2474986.59 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07801, over 22632.55 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 13:50:34,773 INFO [train.py:927] (7/8) Epoch 18, batch 24800, giga_loss[loss=0.1854, simple_loss=0.2843, pruned_loss=0.04327, over 12365.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3043, pruned_loss=0.07117, over 2474426.40 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07667, over 20780.94 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06145, over 2468170.31 frames. utt_duration=1171 frames, utt_pad_proportion=0.08363, over 8441.45 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07184, over 2475053.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07477, over 21943.46 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 13:52:18,914 INFO [train.py:927] (7/8) Epoch 18, batch 24850, giga_loss[loss=0.2108, simple_loss=0.2933, pruned_loss=0.06413, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.0704, over 2474241.93 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07797, over 21111.48 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06137, over 2467970.98 frames. utt_duration=1175 frames, utt_pad_proportion=0.08267, over 8411.88 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3045, pruned_loss=0.07117, over 2475039.27 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07673, over 22290.05 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 13:53:59,929 INFO [train.py:927] (7/8) Epoch 18, batch 24900, giga_loss[loss=0.2839, simple_loss=0.3449, pruned_loss=0.1115, over 12394.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3023, pruned_loss=0.07089, over 2473382.83 frames. utt_duration=469 frames, utt_pad_proportion=0.07889, over 21160.73 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2856, pruned_loss=0.06115, over 2467624.41 frames. utt_duration=1178 frames, utt_pad_proportion=0.08177, over 8389.62 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3043, pruned_loss=0.07185, over 2474443.17 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07818, over 22343.38 utterances.], batch size: 257, lr: 2.20e-04
2022-09-01 13:55:44,911 INFO [train.py:927] (7/8) Epoch 18, batch 24950, giga_loss[loss=0.2343, simple_loss=0.3248, pruned_loss=0.0719, over 12252.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02874, over 42.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3052, pruned_loss=0.07137, over 2473694.58 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07599, over 21058.11 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.285, pruned_loss=0.06092, over 2467452.69 frames. utt_duration=1185 frames, utt_pad_proportion=0.08082, over 8341.19 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3077, pruned_loss=0.07255, over 2474822.63 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07587, over 22283.16 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 13:57:29,768 INFO [train.py:927] (7/8) Epoch 18, batch 25000, giga_loss[loss=0.2389, simple_loss=0.3243, pruned_loss=0.0768, over 12380.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03495, over 80.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3076, pruned_loss=0.07221, over 2473293.58 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07605, over 21420.00 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06076, over 2467391.43 frames. utt_duration=1187 frames, utt_pad_proportion=0.08058, over 8327.49 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3099, pruned_loss=0.07332, over 2474257.19 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07604, over 22449.66 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:59:14,303 INFO [train.py:927] (7/8) Epoch 18, batch 25050, libri_loss[loss=0.2203, simple_loss=0.3139, pruned_loss=0.06333, over 12266.00 frames. utt_duration=963.6 frames, utt_pad_proportion=0.06894, over 51.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.07309, over 2473021.59 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07829, over 21135.29 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2847, pruned_loss=0.06058, over 2467133.63 frames. utt_duration=1190 frames, utt_pad_proportion=0.07971, over 8305.25 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3107, pruned_loss=0.07436, over 2474125.57 frames. utt_duration=447 frames, utt_pad_proportion=0.07845, over 22210.38 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 14:00:59,537 INFO [train.py:927] (7/8) Epoch 18, batch 25100, giga_loss[loss=0.2059, simple_loss=0.2766, pruned_loss=0.06757, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03278, over 40.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3069, pruned_loss=0.07308, over 2473363.17 frames. utt_duration=472 frames, utt_pad_proportion=0.08064, over 21024.84 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2846, pruned_loss=0.06048, over 2467094.43 frames. utt_duration=1197 frames, utt_pad_proportion=0.07741, over 8257.55 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3099, pruned_loss=0.07479, over 2474567.03 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08154, over 22534.48 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 14:02:44,826 INFO [train.py:927] (7/8) Epoch 18, batch 25150, giga_loss[loss=0.2064, simple_loss=0.284, pruned_loss=0.06435, over 12242.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3064, pruned_loss=0.07315, over 2473721.61 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07575, over 20424.34 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2849, pruned_loss=0.06047, over 2467311.47 frames. utt_duration=1186 frames, utt_pad_proportion=0.08005, over 8330.86 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.07482, over 2474619.74 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07576, over 21843.41 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 14:04:27,672 INFO [train.py:927] (7/8) Epoch 18, batch 25200, giga_loss[loss=0.1958, simple_loss=0.2824, pruned_loss=0.05453, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03701, over 123.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3055, pruned_loss=0.07285, over 2473568.37 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07726, over 20026.89 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2845, pruned_loss=0.06027, over 2467478.55 frames. utt_duration=1191 frames, utt_pad_proportion=0.07838, over 8297.44 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.07471, over 2474301.92 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07769, over 21511.85 utterances.], batch size: 123, lr: 2.20e-04
2022-09-01 14:06:10,528 INFO [train.py:927] (7/8) Epoch 18, batch 25250, giga_loss[loss=0.2307, simple_loss=0.2929, pruned_loss=0.08431, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.304, pruned_loss=0.07184, over 2473954.55 frames. utt_duration=506.7 frames, utt_pad_proportion=0.07354, over 19587.67 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2846, pruned_loss=0.06022, over 2467435.83 frames. utt_duration=1192 frames, utt_pad_proportion=0.07745, over 8287.02 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07352, over 2474667.51 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07441, over 20926.43 utterances.], batch size: 367, lr: 2.19e-04
2022-09-01 14:07:51,341 INFO [train.py:927] (7/8) Epoch 18, batch 25300, giga_loss[loss=0.2578, simple_loss=0.3374, pruned_loss=0.0891, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07227, over 2474275.09 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07534, over 19755.38 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2853, pruned_loss=0.06051, over 2467720.43 frames. utt_duration=1196 frames, utt_pad_proportion=0.07562, over 8264.68 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3076, pruned_loss=0.07369, over 2474761.83 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07656, over 21166.04 utterances.], batch size: 66, lr: 2.19e-04
2022-09-01 14:09:36,999 INFO [train.py:927] (7/8) Epoch 18, batch 25350, giga_loss[loss=0.2474, simple_loss=0.3275, pruned_loss=0.08368, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0369, over 40.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3064, pruned_loss=0.07301, over 2474778.35 frames. utt_duration=507 frames, utt_pad_proportion=0.07314, over 19583.40 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.285, pruned_loss=0.0603, over 2467663.93 frames. utt_duration=1191 frames, utt_pad_proportion=0.0785, over 8300.41 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07465, over 2475394.27 frames. utt_duration=473 frames, utt_pad_proportion=0.07326, over 20998.70 utterances.], batch size: 40, lr: 2.19e-04
2022-09-01 14:11:21,631 INFO [train.py:927] (7/8) Epoch 18, batch 25400, libri_loss[loss=0.2306, simple_loss=0.3048, pruned_loss=0.07819, over 12332.00 frames. utt_duration=760.4 frames, utt_pad_proportion=0.1359, over 65.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3064, pruned_loss=0.07077, over 2473917.06 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07363, over 19034.86 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2851, pruned_loss=0.06047, over 2467518.06 frames. utt_duration=1181 frames, utt_pad_proportion=0.08259, over 8368.31 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3089, pruned_loss=0.07224, over 2474716.74 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07219, over 20413.55 utterances.], batch size: 65, lr: 2.19e-04
2022-09-01 14:13:04,430 INFO [train.py:927] (7/8) Epoch 18, batch 25450, giga_loss[loss=0.2311, simple_loss=0.314, pruned_loss=0.07414, over 12266.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02758, over 54.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3089, pruned_loss=0.07147, over 2474432.76 frames. utt_duration=524.5 frames, utt_pad_proportion=0.07135, over 18924.23 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.285, pruned_loss=0.06034, over 2467887.61 frames. utt_duration=1180 frames, utt_pad_proportion=0.08164, over 8376.44 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3118, pruned_loss=0.07318, over 2474965.95 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07054, over 20418.46 utterances.], batch size: 54, lr: 2.19e-04
2022-09-01 14:14:48,478 INFO [train.py:927] (7/8) Epoch 18, batch 25500, giga_loss[loss=0.244, simple_loss=0.3279, pruned_loss=0.08005, over 12317.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03468, over 62.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3105, pruned_loss=0.07287, over 2474570.34 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06915, over 19038.75 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2849, pruned_loss=0.06019, over 2467959.24 frames. utt_duration=1185 frames, utt_pad_proportion=0.08003, over 8338.47 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3136, pruned_loss=0.07473, over 2475135.24 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06914, over 20572.70 utterances.], batch size: 62, lr: 2.19e-04
2022-09-01 14:16:33,556 INFO [train.py:927] (7/8) Epoch 18, batch 25550, giga_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06197, over 12446.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02959, over 80.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3107, pruned_loss=0.07328, over 2474887.33 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06692, over 19253.88 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2853, pruned_loss=0.06023, over 2467843.26 frames. utt_duration=1189 frames, utt_pad_proportion=0.0788, over 8312.22 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3134, pruned_loss=0.075, over 2475582.73 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06741, over 20727.40 utterances.], batch size: 80, lr: 2.19e-04
2022-09-01 14:18:18,452 INFO [train.py:927] (7/8) Epoch 18, batch 25600, giga_loss[loss=0.1938, simple_loss=0.3003, pruned_loss=0.04365, over 12312.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03707, over 51.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3108, pruned_loss=0.07154, over 2475152.05 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07037, over 19415.88 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2853, pruned_loss=0.06027, over 2467779.39 frames. utt_duration=1182 frames, utt_pad_proportion=0.08144, over 8362.58 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3136, pruned_loss=0.07316, over 2475907.94 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06967, over 20805.14 utterances.], batch size: 51, lr: 2.19e-04
2022-09-01 14:20:05,160 INFO [train.py:927] (7/8) Epoch 18, batch 25650, giga_loss[loss=0.1969, simple_loss=0.2815, pruned_loss=0.05616, over 12469.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3103, pruned_loss=0.07174, over 2475310.48 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07301, over 19435.14 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2847, pruned_loss=0.05999, over 2467769.32 frames. utt_duration=1189 frames, utt_pad_proportion=0.08004, over 8314.91 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3135, pruned_loss=0.07355, over 2476093.78 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07272, over 20835.99 utterances.], batch size: 43, lr: 2.19e-04
2022-09-01 14:21:50,724 INFO [train.py:927] (7/8) Epoch 18, batch 25700, giga_loss[loss=0.2878, simple_loss=0.3379, pruned_loss=0.1189, over 12353.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 258.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.308, pruned_loss=0.0709, over 2475232.40 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07004, over 18886.93 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2846, pruned_loss=0.05996, over 2467688.01 frames. utt_duration=1194 frames, utt_pad_proportion=0.07858, over 8275.41 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3113, pruned_loss=0.07262, over 2476102.13 frames. utt_duration=490 frames, utt_pad_proportion=0.07043, over 20274.03 utterances.], batch size: 258, lr: 2.19e-04
2022-09-01 14:23:45,392 INFO [train.py:927] (7/8) Epoch 18, batch 25750, giga_loss[loss=0.2209, simple_loss=0.2999, pruned_loss=0.07095, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04176, over 33.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3065, pruned_loss=0.07163, over 2474368.56 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07953, over 20155.37 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2843, pruned_loss=0.05982, over 2467345.60 frames. utt_duration=1199 frames, utt_pad_proportion=0.07744, over 8242.11 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3098, pruned_loss=0.07334, over 2475522.64 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07971, over 21505.56 utterances.], batch size: 33, lr: 2.19e-04
2022-09-01 14:25:26,235 INFO [train.py:927] (7/8) Epoch 18, batch 25800, giga_loss[loss=0.2265, simple_loss=0.3019, pruned_loss=0.07559, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02827, over 48.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3065, pruned_loss=0.07274, over 2474793.16 frames. utt_duration=474.3 frames, utt_pad_proportion=0.08582, over 20937.03 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2845, pruned_loss=0.06001, over 2467898.96 frames. utt_duration=1187 frames, utt_pad_proportion=0.08071, over 8327.38 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07419, over 2475382.99 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0846, over 22202.36 utterances.], batch size: 48, lr: 2.19e-04
2022-09-01 14:27:04,706 INFO [train.py:927] (7/8) Epoch 18, batch 25850, giga_loss[loss=0.2695, simple_loss=0.3311, pruned_loss=0.1039, over 12361.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07036, over 2475027.19 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0868, over 22088.02 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2844, pruned_loss=0.05999, over 2468130.29 frames. utt_duration=1191 frames, utt_pad_proportion=0.07985, over 8298.59 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3065, pruned_loss=0.07168, over 2475384.75 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08612, over 23280.90 utterances.], batch size: 257, lr: 2.19e-04
2022-09-01 14:28:47,117 INFO [train.py:927] (7/8) Epoch 18, batch 25900, libri_loss[loss=0.2044, simple_loss=0.29, pruned_loss=0.05943, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005304, over 35.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3017, pruned_loss=0.06832, over 2475568.66 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08393, over 21511.49 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2842, pruned_loss=0.05991, over 2468506.58 frames. utt_duration=1185 frames, utt_pad_proportion=0.08175, over 8344.25 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3047, pruned_loss=0.0698, over 2475776.91 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08305, over 22934.00 utterances.], batch size: 35, lr: 2.19e-04
2022-09-01 14:30:28,764 INFO [train.py:927] (7/8) Epoch 18, batch 25950, giga_loss[loss=0.2161, simple_loss=0.3053, pruned_loss=0.0634, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.0296, over 55.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3, pruned_loss=0.06813, over 2474867.72 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08643, over 21594.92 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2851, pruned_loss=0.0603, over 2468353.51 frames. utt_duration=1172 frames, utt_pad_proportion=0.08428, over 8432.93 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.06932, over 2475471.51 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08492, over 23205.33 utterances.], batch size: 55, lr: 2.19e-04
2022-09-01 14:32:07,631 INFO [train.py:927] (7/8) Epoch 18, batch 26000, giga_loss[loss=0.2362, simple_loss=0.3038, pruned_loss=0.08429, over 12337.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.213, over 373.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3004, pruned_loss=0.0682, over 2474252.72 frames. utt_duration=473 frames, utt_pad_proportion=0.08304, over 20987.62 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2852, pruned_loss=0.06032, over 2468510.69 frames. utt_duration=1178 frames, utt_pad_proportion=0.08235, over 8395.30 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3025, pruned_loss=0.06936, over 2474766.19 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08264, over 22652.25 utterances.], batch size: 373, lr: 2.19e-04
2022-09-01 14:33:49,957 INFO [train.py:927] (7/8) Epoch 18, batch 26050, giga_loss[loss=0.266, simple_loss=0.3388, pruned_loss=0.09656, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03498, over 80.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3033, pruned_loss=0.07017, over 2474671.78 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0804, over 21887.70 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2852, pruned_loss=0.06018, over 2468814.57 frames. utt_duration=1174 frames, utt_pad_proportion=0.08209, over 8421.28 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07138, over 2474913.99 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08032, over 23423.52 utterances.], batch size: 80, lr: 2.19e-04
2022-09-01 14:35:33,588 INFO [train.py:927] (7/8) Epoch 18, batch 26100, giga_loss[loss=0.2102, simple_loss=0.3033, pruned_loss=0.05856, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03259, over 62.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.304, pruned_loss=0.07085, over 2473990.87 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08664, over 22384.36 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2852, pruned_loss=0.06026, over 2468793.49 frames. utt_duration=1169 frames, utt_pad_proportion=0.08449, over 8456.21 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3062, pruned_loss=0.0721, over 2474359.12 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08562, over 24035.74 utterances.], batch size: 62, lr: 2.19e-04
2022-09-01 14:37:17,124 INFO [train.py:927] (7/8) Epoch 18, batch 26150, giga_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07841, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0348, over 113.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07103, over 2474131.00 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08403, over 21981.38 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2847, pruned_loss=0.06, over 2468841.72 frames. utt_duration=1174 frames, utt_pad_proportion=0.08272, over 8423.90 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3075, pruned_loss=0.07259, over 2474553.31 frames. utt_duration=418.1 frames, utt_pad_proportion=0.08391, over 23759.41 utterances.], batch size: 113, lr: 2.19e-04
2022-09-01 14:39:00,356 INFO [train.py:927] (7/8) Epoch 18, batch 26200, giga_loss[loss=0.205, simple_loss=0.2945, pruned_loss=0.05776, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.0719, over 2474017.92 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08502, over 21616.67 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2857, pruned_loss=0.06073, over 2468748.77 frames. utt_duration=1143 frames, utt_pad_proportion=0.0919, over 8650.72 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3079, pruned_loss=0.07293, over 2474650.81 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08162, over 23406.55 utterances.], batch size: 66, lr: 2.19e-04
2022-09-01 14:40:12,633 INFO [train.py:844] (7/8) libri reaches end of dataloader
2022-09-01 14:42:36,953 INFO [train.py:927] (7/8) Epoch 19, batch 50, giga_loss[loss=0.1909, simple_loss=0.2804, pruned_loss=0.05071, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04169, over 31.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3064, pruned_loss=0.06118, over 548672.18 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07122, over 4474.90 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2819, pruned_loss=0.04915, over 49196.34 frames. utt_duration=1388 frames, utt_pad_proportion=0.007165, over 141.95 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3086, pruned_loss=0.06225, over 509587.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07312, over 4386.11 utterances.], batch size: 31, lr: 2.15e-04
2022-09-01 14:44:20,903 INFO [train.py:927] (7/8) Epoch 19, batch 100, giga_loss[loss=0.1464, simple_loss=0.2367, pruned_loss=0.02802, over 12395.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04107, over 26.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.05279, over 975808.86 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06703, over 7285.34 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2809, pruned_loss=0.04916, over 73358.39 frames. utt_duration=1403 frames, utt_pad_proportion=0.007302, over 209.38 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05309, over 930011.36 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06847, over 7212.32 utterances.], batch size: 26, lr: 2.15e-04
2022-09-01 14:46:00,523 INFO [train.py:927] (7/8) Epoch 19, batch 150, giga_loss[loss=0.1471, simple_loss=0.234, pruned_loss=0.03007, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03136, over 58.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2718, pruned_loss=0.04719, over 1308103.17 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06495, over 9808.84 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2866, pruned_loss=0.04861, over 108940.46 frames. utt_duration=1400 frames, utt_pad_proportion=0.00742, over 311.71 utterances.], giga_tot_loss[loss=0.1827, simple_loss=0.271, pruned_loss=0.04722, over 1254469.92 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06637, over 9780.45 utterances.], batch size: 58, lr: 2.15e-04
2022-09-01 14:47:38,989 INFO [train.py:927] (7/8) Epoch 19, batch 200, giga_loss[loss=0.156, simple_loss=0.2357, pruned_loss=0.03814, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06893, over 212.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2629, pruned_loss=0.04434, over 1566057.28 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06262, over 11608.74 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2791, pruned_loss=0.04802, over 224011.43 frames. utt_duration=1422 frames, utt_pad_proportion=0.00887, over 630.70 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2616, pruned_loss=0.04411, over 1476024.99 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06495, over 11755.95 utterances.], batch size: 212, lr: 2.15e-04
2022-09-01 14:47:44,824 INFO [utils.py:968] (7/8) Saving batch to lstm_transducer_stateless2/exp/batch-277582f0-93f5-0c2c-488e-44f94ecc6c7f.pt
2022-09-01 14:47:44,960 INFO [utils.py:974] (7/8) features shape: torch.Size([30, 1668, 80])
2022-09-01 14:47:44,965 INFO [utils.py:978] (7/8) num tokens: 2592